College Scorecard API in Python

by Michael T. Moen

College Scorecard API Documentation: https://collegescorecard.ed.gov/data/api-documentation/

College Scorecard Copyright Status: https://www2.ed.gov/notices/copyright/index.html

The College Scorecard API is an online tool hosted by the U.S. Department of Education that contains data concerning higher education institutions.

These recipe examples were tested January 2024.

Setup

API Key

An API key is required to access the College Scorecard API. This API key can be obtained here.

key = ''

Alternatively, you can save the above data in a separate python file and import it:

from api_key import key

Import Libraries

This tutorial uses the following libraries:

import requests                     # manages API requests
from pprint import pprint           # creates more readable outputs
from time import sleep              # allows staggering of API requests to conform to rate limits
import pandas as pd                 # allows us to manage data in dataframes
import numpy as np                  # used in graphing data
import matplotlib.pyplot as plt     # creates graphs of our data

1. Get names of all institutions

To start, we’ll use a basic query to find the names of all educational institutions recognized by the College Scorecard API.

All of the data for the API can be found using the v1/schools endpoint.

Fields in the College Scorecard API are accessed with a <time>.<category>.<name> sequence:

• <time> indicates the year of the data to be accessed. To access the most recent data, use latest.

• <category> and <name> can be found in the Data Dictionary file that can be downloaded from the API’s documentation. The <category> of a field is given by the dev-category column in the Institution_Data_Dictionary section, and the <name> is given by the developer-friendly name column.

field = 'school.name'

url = f'http://api.data.gov/ed/collegescorecard/v1/schools?fields={field}&api_key={key}'

names = requests.get(url).json()

# display resulting metadata
names['metadata']

{'page': 0, 'total': 6543, 'per_page': 20}

The total value indicates the total number results returned in this query. These results are paginated, so each query will return only the number indicated by page_size, which has a default value of 20 and a maximum value of 100. The page number is indicated by page, which by default is set to 0.

We can use a loop to create an API request for each page:

field = 'school.name'
sort_key = 'school.name'
page_size = 100

# calculate the number of loops needed to page through every result based on the total number of results
url = f'http://api.data.gov/ed/collegescorecard/v1/schools?api_key={key}'
name_metadata = requests.get(url).json()['metadata']
total_pages = (name_metadata['total'] // page_size) + 1

institution_names = []

# loop through each page of the dataset, sending a request for each page
for page_number in range(total_pages):

    url = f'http://api.data.gov/ed/collegescorecard/v1/schools?fields={field}&page={page_number}&per_page={page_size}&sort={sort_key}&api_key={key}'

    name_data = requests.get(url).json()['results']

    for university in name_data:
        institution_names.append(university['school.name'])

    # wait 1 second between API calls to be nicer on the host servers
    sleep(1)

# display number of institution names found
len(institution_names)

6543

pprint(institution_names)

['A Better U Beauty Barber Academy',
 'A T Still University of Health Sciences',
 'Aaniiih Nakoda College',
 'ABC Adult School',
 'ABC Adult School - Cabrillo Lane',
 'ABC Beauty Academy',
 'ABCO Technology',
 'Abcott Institute',
 'Abilene Christian University',
 'Abilene Christian University-Undergraduate Online',
 'Abraham Baldwin Agricultural College',
 'Abraham Lincoln University',
 'Academia Serrant Inc',
 'Academy College',
 'Academy Di Capelli -',
 'Academy Di Capelli-School of Cosmetology',
 'Academy di Firenze',
 'Academy for Careers and Technology',
 'Academy for Five Element Acupuncture',
 'Academy for Jewish Religion-California',
 'Academy for Nursing and Health Occupations',
 'Academy for Salon Professionals',
 'Academy of Allied Health Careers',
 'Academy of Art University',
 'Academy of Beauty Professionals',
 'Academy of Beauty Professionals',
 'Academy of Beauty Professionals',
 'Academy of Beauty Professionals',
 'Academy of Career Training',
 'Academy of Careers and Technology',
 'Academy of Chinese Culture and Health Sciences',
 'Academy of Cosmetology',
 'Academy of Cosmetology Inc',
 'Academy of Esthetics and Cosmetology',
 'Academy of Hair Design - Austin',
 'Academy of Hair Design-Grenada',
 'Academy of Hair Design-Jackson',
 'Academy of Hair Design-Jasper',
 'Academy of Hair Design-Las Vegas',
 'Academy of Hair Design-Lufkin',
 'Academy of Hair Design-Pearl',
 'Academy of Hair Design-Springfield',
 'Academy of Hair Technology',
 'Academy of Interactive Entertainment',
 'Academy of Interactive Entertainment',
 'Academy of Massage and Bodywork',
 'Academy of Natural Therapy Inc',
 'Academy of Professional Cosmetology',
 'Academy of Salon and Spa',
 'Academy of Salon Professionals',
 'Academy of Vocal Arts',
 'Acaydia School of Aesthetics',
 'Access Careers',
 'Access Careers-Islandia',
 'Ace Institute of Technology',
 'Acupuncture and Integrative Medicine College-Berkeley',
 'Acupuncture and Massage College',
 'Adams State University',
 'Adelphi University',
 'Adler Graduate School',
 'Adler University',
 'Adrian College',
 'Adrian H. Wallace Barber Academy',
 "Adrian's Beauty College of Turlock",
 'Adult and Community Education-Hudson',
 'Adult and Continuing Education-BCTS',
 'Advance Beauty College',
 'Advance Beauty Techs Academy',
 'Advance Science International College',
 'Advanced Barber College and Hair Design',
 'Advanced Career Institute',
 'Advanced College of Cosmetology',
 'Advanced Technology Institute',
 'Advanced Training Institute',
 'Advanced Welding Institute',
 'Advantage Career Institute',
 'Advantage Technical College',
 'Advantage Technical College',
 'Advantage Technical College-Aguadilla',
 'AdventHealth University',
 'Aesthetic Science Institute',
 'Aesthetics Institute',
 'Agape College of Business and Science',
 'Agnes Scott College',
 'AI Miami International University of Art and Design',
 'Aiken School of Cosmetology and Barbering',
 'Aiken Technical College',
 'Aims Community College',
 'Air Force Institute of Technology-Graduate School of Engineering & '
 'Management',
 'Alabama A & M University',
 'Alabama College of Osteopathic Medicine',
 'Alabama School of Nail Technology & Cosmetology',
 'Alabama State University',
 'Alamance Community College',
 'Alamo City Barber College',
 'Alaska Bible College',
 'Alaska Career College',
 'Alaska Christian College',
 'Alaska Pacific University',
 'Alaska Vocational Technical Center',
 'Albany BOCES-Adult Practical Nursing Program',
 'Albany College of Pharmacy and Health Sciences',
 'Albany Law School',
 'Albany Medical College',
 'Albany State University',
 'Albany Technical College',
 'Albert Einstein College of Medicine',
 'Albertus Magnus College',
 'Albion College',
 'Albizu University-Miami',
 'Albizu University-San Juan',
 'Albright College',
 'Alcorn State University',
 'Alder Graduate School of Education',
 'Alderson Broaddus University',
 'Alexander Academy',
 'Alexander Paul Institute of Hair Design',
 'Alexandria Technical & Community College',
 'Alfred University',
 'Alhambra Beauty College',
 'Alhambra Medical University',
 'Alice Lloyd College',
 'All Beauty College',
 'All Beauty College',
 'All Beauty College',
 'All-State Career School',
 'All-State Career School-Pittsburgh',
 'All-State Career-Baltimore',
 'Allan Hancock College',
 'Allegany College of Maryland',
 'Allegheny College',
 'Allegheny Wesleyan College',
 'Allegiance Beauty School',
 'Allen College',
 'Allen County Community College',
 'Allen School-Brooklyn',
 'Allen School-Jamaica',
 'Allen School-Phoenix',
 'Allen University',
 'Allgood Beauty Institute',
 'Alliance Career Center',
 'Alliance Computing Solutions',
 'Alliance Computing Solutions - NYC',
 'Alliance University',
 'Alliant International University-Fresno',
 'Alliant International University-Irvine',
 'Alliant International University-Los Angeles',
 'Alliant International University-Sacramento',
 'Alliant International University-San Diego',
 'Alliant International University-San Francisco',
 'Allied Health Careers Institute',
 'Allstate Hairstyling & Barber College',
 'Allure Beauty College',
 'Alma College',
 'Alpena Community College',
 'Altierus Career College-Bissonnet',
 'Altierus Career College-Norcross',
 'Altierus Career College-Tampa',
 'Altoona Beauty School Inc',
 'Alvernia University',
 'Alverno College',
 'Alvin Community College',
 'Amarillo College',
 'Amberton University',
 'Ambria College of Nursing',
 'America Evangelical University',
 'American Academy McAllister Institute of Funeral Service',
 'American Academy of Art College',
 'American Academy of Cosmetology',
 'American Academy of Dramatic Arts-Los Angeles',
 'American Academy of Dramatic Arts-New York',
 'American Academy of Health and Wellness',
 'American Advanced Technicians Institute',
 'American Baptist College',
 'American Barber and Beauty Academy',
 'American Beauty Academy',
 'American Beauty Academy-West Valley Campus',
 'American Beauty College',
 'American Beauty School',
 'American Beauty Schools',
 'American Business and Technology University',
 'American Career College-Anaheim',
 'American Career College-Los Angeles',
 'American Career College-Ontario',
 'American College of Acupuncture and Oriental Med',
 'American College of Barbering',
 'American College of Barbering - Florence',
 'American College of Education',
 'American College of Financial Services',
 'American College of Hair Design Inc',
 'American College of Healthcare and Technology',
 'American College of Healthcare and Technology',
 'American College of Healthcare Sciences',
 'American College of the Building Arts',
 'American Conservatory Theater',
 'American Educational College',
 'American Film Institute Conservatory',
 'American Fitness and Nutrition Academy',
 'American Hair Academy',
 'American Institute',
 'American Institute of Alternative Medicine',
 'American Institute of Alternative Medicine',
 'American Institute of Beauty',
 'American Institute of Healthcare & Technology',
 'American Institute of Massage Therapy',
 'American Institute of Medical Sciences & Education',
 'American Institute-Cherry Hill',
 'American Institute-Clifton',
 'American Institute-Somerset',
 'American Institute-Toms River',
 'American Institute-West Hartford',
 'American InterContinental University',
 'American InterContinental University-Atlanta',
 'American InterContinental University-Houston',
 'American International College',
 'American Islamic College',
 'American Jewish University',
 'American Massage & Bodywork Institute',
 'American Medical Academy',
 'American Medical Institute Inc.',
 'American Medical Sciences Center',
 'American Musical and Dramatic Academy',
 'American National University',
 'American National University-Pikeville',
 'American Public University System',
 'American River College',
 'American Samoa Community College',
 'American Sentinel College of Nursing and Health Sciences',
 'American Technical Institute',
 'American Trade School',
 'American University',
 'American University of Health Sciences',
 'American University of Puerto Rico',
 'American University of Puerto Rico',
 'AMG School of Nursing',
 'Amherst College',
 'Amridge University',
 'Amslee Institute',
 'Ana G. Mendez University',
 'Anabaptist Mennonite Biblical Seminary',
 'Anderson University',
 'Anderson University',
 'Andrew College',
 'Andrews University',
 'Angeles College',
 'Angeles Institute',
 'Angelina College',
 'Angelo State University',
 'Ann Webb Skin Institute',
 'Anna Maria College',
 'Anne Arundel Community College',
 'Annenberg School of Nursing',
 'Anoka Technical College',
 'Anoka-Ramsey Community College',
 'Anoka-Ramsey Community College-Cambridge Campus',
 'Another Level Barbering and Cosmetology School',
 'Anousheh School of Hair',
 'Antelope Valley Community College District',
 'Antigua College International',
 'Antilles School of Technical Careers',
 'Antioch College',
 'Antioch University',
 'Antioch University-Los Angeles',
 'Antioch University-New England',
 'Antioch University-Santa Barbara',
 'Antioch University-Seattle',
 'AOMA Graduate School of Integrative Medicine',
 'Aparicio-Levy Technical College',
 'Apex Academy Hair Skin Nails School of Cosmetology',
 'Apex College of Veterinary Technology',
 'Apex Technical School',
 'Apollo Career Center',
 'Appalachian Beauty School',
 'Appalachian Bible College',
 'Appalachian College of Pharmacy',
 'Appalachian School of Law',
 'Appalachian State University',
 'Applied Technology Services',
 'Aquinas College',
 'Aquinas Institute of Theology',
 'Arapahoe Community College',
 'Arcadia University',
 'Arclabs',
 'Arizona Academy of Beauty',
 'Arizona Christian University',
 'Arizona College of Nursing-Dallas',
 'Arizona College of Nursing-Fort Lauderdale',
 'Arizona College of Nursing-Las Vegas',
 'Arizona College of Nursing-Phoenix',
 'Arizona College of Nursing-Salt Lake City',
 'Arizona College of Nursing-Tampa',
 'Arizona College of Nursing-Tempe',
 'Arizona College of Nursing-Tucson',
 'Arizona College-Glendale',
 'Arizona College-Mesa',
 'Arizona Culinary Institute',
 'Arizona School of Acupuncture and Oriental Medicine',
 'Arizona School of Integrative Studies',
 'Arizona State University - Cochise',
 'Arizona State University - Lake Havasu',
 'Arizona State University - Pima',
 'Arizona State University - Pinal',
 'Arizona State University - The Gila Valley',
 'Arizona State University - Tucson',
 'Arizona State University - Washington D.C.',
 'Arizona State University - Yavapai',
 'Arizona State University - Yuma',
 'Arizona State University Campus Immersion',
 'Arizona State University Digital Immersion',
 'Arizona State University-Downtown Phoenix',
 'Arizona State University-Polytechnic',
 'Arizona State University-West',
 'Arizona Western College',
 'Arkansas Baptist College',
 'Arkansas Beauty College',
 'Arkansas Beauty School-Little Rock',
 'Arkansas College of Barbering and Hair Design',
 'Arkansas Colleges of Health Education',
 'Arkansas Northeastern College',
 'Arkansas State University',
 'Arkansas State University Mid-South',
 'Arkansas State University Three Rivers',
 'Arkansas State University-Beebe',
 'Arkansas State University-Mountain Home',
 'Arkansas State University-Newport',
 'Arkansas Tech University',
 'Arkansas Technical School',
 'Arkansas Welding Academy',
 'Arlington Baptist University',
 'Arlington Career Institute',
 'Arnolds Beauty School',
 'Arnot Ogden Medical Center',
 'Arrojo Cosmetology School',
 'Art Academy of Cincinnati',
 'Art Center College of Design',
 "Arthur's Beauty College",
 "Arthur's Beauty College",
 "Arthur's Beauty College",
 "Arthur's Beauty College",
 'Artistic Academy of Hair Design',
 'Artistic Nails and Beauty Academy-Lakeland',
 'Artistic Nails and Beauty Academy-Tampa',
 'ASA College',
 'Asbury Theological Seminary',
 'Asbury University',
 'Ascent College',
 'Asher College',
 'Asher Institute of Hampton',
 'Asheville-Buncombe Technical Community College',
 'Ashford University',
 'Ashland Community and Technical College',
 'Ashland County-West Holmes Career Center',
 'Ashland University',
 'Ashtabula County Technical and Career Campus',
 'ASI Career Institute',
 'Asian-American International Beauty College',
 'Asnuntuck Community College',
 'Aspen Beauty Academy of Laurel',
 'Aspen University',
 'ASPIRA City College',
 'Assabet Valley Regional Technical School',
 'Associated Barber College of San Diego',
 'Associated Beth Rivkah Schools',
 'Associated Technical College-Los Angeles',
 'Associated Technical College-San Diego',
 'Assumption College for Sisters',
 'Assumption University',
 'ATA Career Education',
 'ATA College',
 'ATA College',
 'ATA College',
 'ATA College-Cincinnati',
 'Atelier Esthetique Institute of Esthetics',
 'Atenas College',
 'Athena Career Academy',
 'Athenaeum of Ohio',
 'Athens State University',
 'Athens Technical College',
 'ATI College-Whittier',
 'Atlanta Institute of Music and Media',
 'Atlanta Metropolitan State College',
 'Atlanta School of Massage',
 'Atlanta Technical College',
 "Atlanta's John Marshall Law School",
 'Atlantic Cape Community College',
 'Atlantic Institute of Oriental Medicine',
 'Atlantic Technical College',
 'Atlantic University College',
 'Atlantis University',
 'Auburn Career Center',
 'Auburn University',
 'Auburn University at Montgomery',
 'Augsburg University',
 'Augusta School of Massage',
 'Augusta Technical College',
 'Augusta University',
 'Augustana College',
 'Augustana University',
 'Auguste Escoffier School of Culinary Arts-Austin',
 'Auguste Escoffier School of Culinary Arts-Boulder',
 'Aultman College of Nursing and Health Sciences',
 'Aurora University',
 'Austin Career Institute',
 'Austin College',
 'Austin Community College District',
 'Austin Graduate School of Theology',
 'Austin Kade Academy',
 'Austin Peay State University',
 'Austin Presbyterian Theological Seminary',
 'Austin Presbyterian Theological Seminary- YMCA Outdoor Center',
 "Austin's Beauty College Inc",
 'Automeca Technical College-Aguadilla',
 'Automeca Technical College-Bayamon',
 'Automeca Technical College-Caguas',
 'Automeca Technical College-Ponce',
 'Automotive Training Center-Exton',
 'Automotive Training Center-Warminster',
 'Autry Technology Center',
 'Avalon Institute-Aurora',
 'Avalon Institute-Las Vegas',
 'Avalon Institute-Layton',
 'Avalon Institute-Mesa',
 'Avalon Institute-Phoenix',
 'Avalon School of Cosmetology',
 'Ave Maria School of Law',
 'Ave Maria University',
 'Aveda Arts & Sciences Institute Minneapolis',
 'Aveda Arts & Sciences Institute Seattle',
 'Aveda Arts & Sciences Institute-Baton Rouge',
 'Aveda Arts & Sciences Institute-Covington',
 'Aveda Arts & Sciences Institute-Lafayette',
 'Aveda Arts & Sciences Institute-New York',
 'Aveda Arts & Sciences Institute-San Antonio',
 "Aveda Fredric's Institute-Cincinnati",
 "Aveda Fredric's Institute-Indianapolis",
 'Aveda Institute Portland-Vancouver Campus',
 'Aveda Institute Rochester',
 'Aveda Institute-Boise',
 'Aveda Institute-Chapel Hill',
 'Aveda Institute-Chicago',
 'Aveda Institute-Columbus',
 'Aveda Institute-Denver',
 'Aveda Institute-Des Moines',
 'Aveda Institute-Fort Myers',
 'Aveda Institute-Los Angeles',
 'Aveda Institute-Madison',
 'Aveda Institute-Maryland',
 'Aveda Institute-New Mexico',
 'Aveda Institute-Phoenix',
 'Aveda Institute-Portland',
 'Aveda Institute-Provo',
 'Aveda Institute-South Florida',
 'Aveda Institute-Tallahassee',
 'Aveda Institute-Tucson',
 'Aveda Institute-Twin Falls',
 'Avenue Academy A Cosmetology Institute',
 'Avenue Five Institute',
 'Avenue Five Institute-South Austin Campus',
 'Avera McKennan Hospital School of Radiologic Technology',
 'Avera Sacred Heart Hospital',
 'Averett University',
 'Avery James College',
 'Avi Career Training',
 'Aviation Institute of Maintenance-Atlanta',
 'Aviation Institute of Maintenance-Charlotte',
 'Aviation Institute of Maintenance-Dallas',
 'Aviation Institute of Maintenance-Fremont',
 'Aviation Institute of Maintenance-Houston',
 'Aviation Institute of Maintenance-Indianapolis',
 'Aviation Institute of Maintenance-Kansas City',
 'Aviation Institute of Maintenance-Las Vegas',
 'Aviation Institute of Maintenance-Manassas',
 'Aviation Institute of Maintenance-Norfolk',
 'Aviation Institute of Maintenance-Orlando',
 'Aviation Institute of Maintenance-Philadelphia',
 'Aviation Institute of Maintenance-Teterboro',
 'Aviator College of Aeronautical Science & Technology -  Kissimmee',
 'Aviator College of Aeronautical Science and Technology',
 'Avila University',
 'Award Beauty School',
 'Ayers Career College',
 'Azusa Pacific University',
 'B M Spurr School of Practical Nursing',
 'B-Unique Beauty and Barber Academy',
 'Babson College',
 'Bacone College',
 'Bais Binyomin Academy',
 'Bais HaMedrash and Mesivta of Baltimore',
 'Bais Medrash Elyon',
 'Bais Medrash Mayan Hatorah',
 'Bais Medrash of Dexter Park',
 'Bais Medrash Toras Chesed',
 'Baker College',
 'Baker College of Auburn Hills',
 'Baker College of Cadillac',
 'Baker College of Jackson',
 'Baker College of Muskegon',
 'Baker University',
 'Baker University School of Nursing',
 'Bakersfield College',
 'Bakke Graduate University',
 'Baldwin Beauty School-North Austin',
 'Baldwin Beauty School-South Austin',
 'Baldwin Park Adult & Community Education',
 'Baldwin Wallace University',
 'Baldy View Regional Occupational Program',
 'Ball State University',
 'Baltimore City Community College',
 'Baltimore Studio of Hair Design',
 'Bancroft School of Massage Therapy',
 'Bank Street College of Education',
 'Baptist Bible College',
 'Baptist Health College Little Rock',
 'Baptist Health Sciences University',
 'Baptist Health System School of Health Professions',
 'Baptist Missionary Association Theological Seminary',
 'Baptist University of the Americas',
 'Barber & Beauty Institute of New York',
 'Barber and Beauty Academy of Pennsylvania',
 'Barber Institute of Texas',
 'Barber School of Pittsburgh',
 'Barber Tech Academy',
 'Barclay College',
 'Bard College',
 'Bard College - BHSEC Newark',
 'Bard College - Brooklyn Public Library',
 'Bard College - Coxsackie Correctional Facility',
 'Bard College - Eastern NY Correctional Facility',
 'Bard College - Fishkill Correctional Facility',
 'Bard College - Green Haven Correctional Facility',
 'Bard College - Holyoke Microcollege',
 'Bard College - Taconic Correctional Facility',
 'Bard College - Woodbourne Correctional Facility',
 "Bard College at Simon's Rock",
 'Barnard College',
 'Barnes-Jewish College Goldfarb School of Nursing',
 'Barrett and Company School of Hair Design',
 'Barry University',
 'Barry University Law School',
 'Barstow Community College',
 'Barton College',
 'Barton County Community College',
 'Bastyr University',
 'Bates College',
 'Bates Technical College',
 'Baton Rouge Community College',
 'Baton Rouge General Medical Center School of Nursing & School of Radiologic '
 'Technology',
 'Baton Rouge School of Computers',
 'Bay Area Medical Academy',
 'Bay Area Medical Academy - San Jose Satellite Location',
 'Bay de Noc Community College',
 'Bay Mills Community College',
 'Bay Path University',
 'Bay State College',
 'Bayamon Community College',
 'Baylor College of Medicine',
 'Baylor University',
 'Bayshire Academy of Beauty Craft Inc',
 "Be'er Yaakov Talmudic Seminary",
 'Beacon College',
 'Beal University',
 'Beau Monde Academy of Barbering and Cosmetology',
 'Beaufort County Community College',
 'Beaumont Adult School',
 'Beauty Academy of South Florida',
 'Beaver Falls Beauty Academy',
 'Beckfield College-Florence',
 'Beis Medrash Heichal Dovid',
 'Bel-Rea Institute of Animal Technology',
 'Belanger School of Nursing',
 'Belhaven University',
 'Bell Mar Beauty College',
 'Bella Academy of Cosmetology',
 'Bella Capelli Academy',
 'Bella Cosmetology and Barber College',
 'Bellarmine University',
 'Bellasa Professional Institute',
 'Belle Academy of Cosmetology LLC',
 'Bellevue College',
 'Bellevue University',
 'Bellin College',
 'Bellingham Technical College',
 'Bellus Academy',
 'Bellus Academy-Chula Vista',
 'Bellus Academy-El Cajon',
 'Bellus Academy-Poway',
 'Belmont Abbey College',
 'Belmont College',
 'Belmont University',
 'Beloit College',
 'Bemidji State University',
 'Ben Franklin Career Center',
 "Bene's Career Academy",
 'Benedict College',
 'Benedictine College',
 'Benedictine University',
 'Benjamin Franklin Cummings Institute of Technology',
 'Bennett Career Institute',
 'Bennett College',
 'Bennington College',
 'Bentley University',
 'Berea College',
 'Bergen Community College',
 'Bergin University of Canine Studies',
 'Berk Trade and Business School',
 'Berkeley City College',
 'Berkeley College-New York',
 'Berkeley College-Woodland Park',
 'Berkeley School of Theology',
 'Berklee College of Music',
 'Berkowits School of Electrolysis',
 'Berks Career & Technology Center',
 'Berkshire Community College',
 'Berry College',
 'Best Care College',
 'Bet Medrash Gadol Ateret Torah',
 'Beth Hamedrash Shaarei Yosher Institute',
 'Beth Medrash Govoha',
 'Beth Medrash Meor Yitzchok',
 'Beth Medrash of Asbury Park',
 'Bethany College',
 'Bethany College',
 'Bethany Global University',
 'Bethany Lutheran College',
 'Bethany Theological Seminary',
 'Bethel College-North Newton',
 'Bethel Seminary-San Diego',
 'Bethel University',
 'Bethel University',
 'Bethel University',
 'Bethesda University',
 'Bethlehem College & Seminary',
 'Bethune-Cookman University',
 'Beulah Heights University',
 'Beverly Hills Design Institute',
 'Bevill State Community College',
 'Bexley Hall Seabury Western Theological Seminary Federation Inc.',
 'Beyond 21st Century Beauty Academy',
 'Beyond Measure Barbering Institute',
 'Big Bend Community College',
 'Big Bend Technical College',
 'Big Sandy Community and Technical College',
 'Binghamton University',
 'Biola University',
 'Birmingham-Southern College',
 'Birthingway College of Midwifery',
 'Birthwise Midwifery School',
 'Bishop State Community College',
 'Bismarck State College',
 'Bitterroot School of Cosmetology',
 "BJ's Beauty & Barber College",
 'BK Cosmo College of Cosmetology',
 'Black Hawk College',
 'Black Hills State University',
 'Black River Technical College',
 'Blackburn College',
 'Blackfeet Community College',
 'Blackhawk Technical College',
 'Blackstone Valley Vocational Regional School District',
 'Bladen Community College',
 'Blades School of Hair Design',
 'Blake Austin College',
 "Blalock's Professional Beauty College",
 'Blessing Rieman College of Nursing and Health Sciences',
 'Blinn College District',
 'Bloomfield College',
 'Bloomsburg University of Pennsylvania',
 'Blue Cliff Career College',
 'Blue Cliff College',
 'Blue Cliff College-Alexandria',
 'Blue Cliff College-Fayetteville',
 'Blue Cliff College-Gulfport',
 'Blue Cliff College-Houma',
 'Blue Cliff College-Lafayette',
 'Blue Cliff College-Metairie',
 'Blue Hills Regional Technical School',
 'Blue Mountain Christian University',
 'Blue Mountain Community College',
 'Blue Ridge Community and Technical College',
 'Blue Ridge Community College',
 'Blue Ridge Community College',
 'Bluefield College - Edward Via College of Osteopathic Medicine',
 'Bluefield State University',
 'Bluefield University',
 'Bluegrass Community and Technical College',
 'Bluffton University',
 'Bnos Zion Of Bobov Seminary',
 'Bob Jones University',
 'Boca Beauty Academy',
 'Boca Beauty Academy-Parkland',
 'Body Wisdom Massage Therapy School',
 'Boise Barber College',
 'Boise Bible College',
 'Boise State University',
 'Bolivar Technical College',
 'Bon Secours Memorial College of Nursing',
 "Bon Secours St Mary's Hospital School of Medical Imaging",
 'Bonnie Joseph Academy of Cosmetology & Barbering',
 'Boricua College',
 "Borner's Barber College",
 "Bos-Man's Barber College",
 'Bossier Parish Community College',
 'Boston Architectural College',
 'Boston Baptist College',
 'Boston College',
 'Boston Graduate School of Psychoanalysis Inc',
 'Boston University',
 'Bowdoin College',
 'Bowie State University',
 'Bowling Green State University-Firelands',
 'Bowling Green State University-Main Campus',
 'Bradley University',
 'Brand College',
 'Brandeis University',
 'Branford Academy of Hair & Cosmetology-Bridgeport',
 'Branford Academy of Hair and Cosmetology',
 'Brazosport College',
 'Brenau University',
 'Brescia University',
 'Brevard College',
 'Brewster Technical College',
 'Brewton-Parker College',
 'Briar Cliff University',
 'Bridgerland Technical College',
 'Bridges Beauty College',
 'BridgeValley Community & Technical College',
 'Bridgewater College',
 'Bridgewater State University',
 'Brigham Young University',
 'Brigham Young University-Hawaii',
 'Brigham Young University-Idaho',
 "Brighton Center's Center for Employment Training",
 'Brighton Institute of Cosmetology',
 'Brightpoint Community College',
 'Brillare Beauty Institute',
 'Bristol Community College',
 'Bristol Technical Education Center',
 'Brite Divinity School',
 'Brittany Beauty Academy',
 'Brittany Beauty Academy',
 'Brittany Beauty Academy',
 'Broadview College',
 'Broken Arrow Beauty College',
 'Brookdale Community College',
 'Brookline College-Albuquerque',
 'Brookline College-Phoenix',
 'Brookline College-Tempe',
 'Brookline College-Tucson',
 'Brooklyn Law School',
 'Broome Delaware Tioga BOCES-Practical Nursing Program',
 'Broward College',
 'Brown & Clermont Adult Career Campuses',
 'Brown Aveda Institute-Mentor',
 'Brown Aveda Institute-Strongsville',
 'Brown Beauty Barber School',
 'Brown University',
 'Brownson Technical School',
 'Brunswick Community College',
 'Bryan College of Health Sciences',
 'Bryan College-Dayton',
 'Bryan University',
 'Bryan University',
 'Bryan University',
 'Bryant & Stratton College-Akron',
 'Bryant & Stratton College-Albany',
 'Bryant & Stratton College-Amherst',
 'Bryant & Stratton College-Bayshore',
 'Bryant & Stratton College-Buffalo',
 'Bryant & Stratton College-Cleveland',
 'Bryant & Stratton College-Greece',
 'Bryant & Stratton College-Hampton',
 'Bryant & Stratton College-Henrietta',
 'Bryant & Stratton College-Online',
 'Bryant & Stratton College-Parma',
 'Bryant & Stratton College-Racine',
 'Bryant & Stratton College-Richmond',
 'Bryant & Stratton College-Solon',
 'Bryant & Stratton College-Southtowns',
 'Bryant & Stratton College-Syracuse',
 'Bryant & Stratton College-Syracuse North',
 'Bryant & Stratton College-Virginia Beach',
 'Bryant & Stratton College-Wauwatosa',
 'Bryant University',
 'Bryn Athyn College of the New Church',
 'Bryn Mawr College',
 'Buckeye Hills Career Center',
 'Buckeye Joint Vocational School',
 'Bucknell University',
 'Buckner Barber School',
 'Bucks County Community College',
 'Bucks County Community College-Gene and Marlene Epstein Campus at Lower '
 'Bucks',
 'Bucks County Community College-Upper Bucks Campus',
 'Bucks County School of Beauty Culture Inc',
 'Buena Vista University',
 'Bull City Durham Beauty and Barber College',
 'Bunker Hill Community College',
 'Burlington County Institute of Technology - Adult Education -',
 'Burlington County Institute of Technology-Adult Education',
 'Burrell College of Osteopathic Medicine',
 'Bushnell University',
 'Butler Beauty Academy',
 'Butler Beauty Academy-Kittanning Beauty Academy',
 'Butler Beauty Academy-New Castle Beauty Academy',
 'Butler Community College',
 'Butler County Community College',
 'Butler Technology and Career Development Schools',
 'Butler University',
 'Butte Academy of Beauty Culture',
 'Butte College',
 'Butte County Regional Occupational Program',
 'Byzantine Catholic Seminary of Saints Cyril and Methodius',
 'CAAN Academy of Nursing',
 'Cabarrus College of Health Sciences',
 'Cabell County Career Technology Center',
 'Cabrillo College',
 'Cabrini University',
 'Caddo Kiowa Technology Center',
 'Cadillac Institute of Cosmetology',
 'Cairn University-Langhorne',
 'CALC Institute of Technology',
 'Caldwell Community College and Technical Institute',
 'Caldwell University',
 'California Aeronautical University',
 'California Arts University',
 'California Baptist University',
 'California Barber and Beauty College',
 'California Beauty School',
 'California Career College',
 'California Career Institute',
 'California Christian College',
 'California College of Barbering and Cosmetology',
 'California College of Music',
 'California College of the Arts',
 'California Hair Design Academy',
 'California Healing Arts College',
 'California Health Sciences University',
 'California Indian Nations College',
 'California Institute of Advanced Management',
 'California Institute of Arts & Technology',
 'California Institute of Arts & Technology-National City',
 'California Institute of Integral Studies',
 'California Institute of Medical Science',
 'California Institute of Technology',
 'California Institute of the Arts',
 'California Intercontinental University',
 'California Jazz Conservatory',
 'California Lutheran University',
 'California Miramar University',
 'California Northstate University',
 'California Nurses Educational Institute',
 'California Polytechnic State University-San Luis Obispo',
 'California State Polytechnic University-Humboldt',
 'California State Polytechnic University-Pomona',
 'California State University Maritime Academy',
 'California State University-Bakersfield',
 'California State University-Channel Islands',
 'California State University-Chico',
 'California State University-Dominguez Hills',
 'California State University-East Bay',
 'California State University-Fresno',
 'California State University-Fullerton',
 'California State University-Long Beach',
 'California State University-Los Angeles',
 'California State University-Monterey Bay',
 'California State University-Northridge',
 'California State University-Sacramento',
 'California State University-San Bernardino',
 'California State University-San Marcos',
 'California State University-Stanislaus',
 'California Technical Academy',
 'California University of Pennsylvania',
 'California University of Science and Medicine',
 'California Western School of Law',
 'Calumet College of Saint Joseph',
 'Calvary University',
 'Calvin Theological Seminary',
 'Calvin University',
 'Calvin University - Handlon Campus',
 'Cambridge College',
 'Cambridge College of Healthcare & Technology',
 'Cambridge College of Healthcare & Technology',
 'Cambridge College of Healthcare & Technology',
 'Cambridge Technical Institute',
 'Camden County College',
 'Cameo Beauty Academy',
 'Cameo College of Essential Beauty',
 'Cameron University',
 'Campbell University',
 'Campbellsville University',
 'Canada College',
 'Canadian Valley Technology Center',
 'Canisius College',
 'Cankdeska Cikana Community College',
 'Cannella School of Hair Design-Chicago',
 'Cannella School of Hair Design-Chicago',
 'Cannella School of Hair Design-Villa Park',
 'Canton City Schools Adult Career and Technical Education',
 'Cape Cod Community College',
 'Cape Coral Technical College',
 'Cape Fear Community College',
 'Cape Girardeau Career and Technology Center',
 'Capella University',
 'Capilo School of Hair Design',
 'Capital Area School of Practical Nursing',
 'Capital Community College',
 'Capital Health School of Nursing',
 'Capital Health School of Radiologic Technology',
 'Capital University',
 'Capitol Beauty School',
 'Capitol Technology University',
 'Capri Beauty College',
 'Capri Beauty College',
 'Capri College-Cedar Rapids',
 'Capri College-Davenport',
 'Capri College-Dubuque',
 'Capri Cosmetology Learning Centers',
 'Capri Institute of Hair Design-Brick',
 'Capri Institute of Hair Design-Clifton',
 'Capri Institute of Hair Design-Kenilworth',
 'Capri Institute of Hair Design-Paramus',
 'Capstone College',
 'Cardiac and Vascular Institute of Ultrasound',
 'Cardinal Stritch University',
 'Career Academy of Beauty',
 'Career Academy of Hair Design',
 'Career Academy of Hair Design - Fort Smith',
 'Career Academy of Hair Design-Fayetteville',
 'Career Academy of Hair Design-Rogers',
 'Career Academy of Hair Design-Siloam Springs',
 'Career and Technology Education Centers of Licking County',
 'Career Beauty College',
 'Career Care Institute',
 'Career Center of Southern Illinois',
 'Career College of Northern Nevada',
 'Career Development Institute Inc',
 'Career Networks Institute',
 'Career School of NY',
 'Career Technical Institute',
 'Career Technology Center of Lackawanna County',
 'Careers Institute of America',
 'Careers Unlimited',
 'Caribbean Aviation Training Institute Inc',
 'Caribbean Forensic and Technical College',
 'Caribbean University-Bayamon',
 'Caribbean University-Carolina',
 'Caribbean University-Ponce',
 'Caribbean University-Vega Baja',
 'Caris College',
 'Carl Albert State College',
 'Carl Sandburg College',
 'Carleton College',
 'Carlow University',
 'Carlson College of Massage Therapy',
 'Carnegie Institute',
 'Carnegie Mellon University',
 'Carolina Christian College',
 'Carolina College of Biblical Studies',
 'Carolina College of Hair Design',
 'Carolina University',
 'Carolinas College of Health Sciences',
 'Carrington College-Albuquerque',
 'Carrington College-Boise',
 'Carrington College-Citrus Heights',
 'Carrington College-Las Vegas',
 'Carrington College-Mesa',
 'Carrington College-Ontario',
 'Carrington College-Phoenix North',
 'Carrington College-Pleasant Hill Campus',
 'Carrington College-Portland',
 'Carrington College-Reno',
 'Carrington College-Sacramento',
 'Carrington College-San Jose',
 'Carrington College-San Leandro Campus',
 'Carrington College-Spokane',
 'Carrington College-Stockton',
 'Carrington College-Tucson',
 'Carroll College',
 'Carroll Community College',
 'Carroll University',
 'Carson-Newman University',
 'Carteret Community College',
 'Carthage College',
 'Carthage R9 School District-Carthage Technical Center',
 'Carver Career Center',
 'Casa Loma College-Los Angeles',
 'Casal Aveda Institute',
 'Casal Institute of Nevada',
 'Cascadia College',
 'Case Western Reserve University',
 'Casper College',
 'Cass Career Center',
 'Castleton University',
 'Catawba College',
 'Catawba Valley Community College',
 'Catherine Hinds Institute of Esthetics',
 'Catholic Distance University',
 'Catholic Theological Union at Chicago',
 'Cattaraugus Allegany BOCES-Practical Nursing Program',
 'Cayce/Reilly School of Massage',
 'Cayuga County Community College',
 'Cayuga Onondaga BOCES-Practical Nursing Program',
 'Cazenovia College',
 'CBD College',
 'CBT Technology Institute-Cutler Bay',
 'CBT Technology Institute-Hialeah',
 'CBT Technology Institute-Main Campus',
 'CCI Training Center',
 'CCI Training Center-Arlington',
 'CDA Technical Institute',
 'CDE Career Institute',
 'Cecil College',
 'Cecil College - Elkton Station',
 'Cedar Crest College',
 'Cedars Sinai Medical Center',
 'Cedarville University',
 'Celebrity Barber School',
 'Celebrity School of Beauty',
 'Celebrity School of Beauty - Hialeah',
 'Celebrity Stylist Beauty School',
 'CEM College-Bayamon',
 'CEM College-Humacao',
 'CEM College-Mayaguez',
 'CEM College-San Juan',
 'Centenary College of Louisiana',
 'Centenary University',
 'Center for Advanced Legal Studies',
 'Center for Advanced Studies On Puerto Rico and the Caribbean',
 'Center for Allied Health Education',
 'Center for Instruction Technology & Innovation',
 'Center for Massage',
 'Center for Neurosomatic Studies',
 'Center for the Healing Arts',
 'Center for Ultrasound Research & Education',
 'Centra College',
 'Central Alabama Community College',
 'Central Arizona College',
 'Central Baptist College',
 'Central California School of Continuing Education',
 'Central California School of Continuing Education -',
 'Central Career Institute LLC',
 'Central Carolina Community College',
 'Central Carolina Technical College',
 'Central Christian College of Kansas',
 'Central Christian College of the Bible',
 'Central Coast College',
 'Central College',
 'Central College of Cosmetology',
 'Central Community College',
 'Central Connecticut State University',
 'Central Georgia Technical College',
 'Central Lakes College-Brainerd',
 'Central Lakes College-Staples Campus',
 'Central Louisiana Technical Community College',
 'Central Maine Community College',
 'Central Methodist University-College of Graduate and Extended Studies',
 'Central Methodist University-College of Liberal Arts and Sciences',
 'Central Michigan University',
 'Central New Mexico Community College',
 'Central Ohio Technical College',
 'Central Oklahoma College',
 'Central Oregon Community College',
 'Central Penn College',
 'Central Pennsylvania Diesel Institute',
 'Central Pennsylvania Institute of Science and Technology',
 'Central Piedmont Community College',
 'Central School of Practical Nursing',
 'Central School of Practical Nursing',
 'Central State University',
 'Central Susquehanna Intermediate Unit LPN Career',
 'Central Technology Center',
 'Central Texas Beauty College-Round Rock',
 'Central Texas Beauty College-Temple',
 'Central Texas College',
 'Central Virginia Community College',
 'Central Washington University',
 'Central Wyoming College',
 'Central Yeshiva Beth Joseph',
 'Central Yeshiva Tomchei Tmimim Lubavitz',
 'Centralia Beauty College',
 'Centralia College',
 'Centre College',
 'Centura College-Chesapeake',
 'Centura College-Newport News',
 'Centura College-Norfolk',
 'Centura College-Richmond Main',
 'Centura College-Virginia Beach',
 'Century College',
 'Century College',
 'Cerritos College',
 'Cerro Coso Community College',
 'CES College',
 'CET-Alexandria',
 'CET-Coachella',
 'CET-Colton',
 'CET-El Centro',
 'CET-El Paso',
 'CET-Oxnard',
 'CET-Salinas',
 'CET-San Diego',
 'CET-San Jose',
 'CET-Santa Maria',
 'CET-Soledad',
 'CET-Watsonville',
 'Chabot College',
 'Chadron State College',
 'Chaffey College',
 'Chamberlain University-Arizona',
 'Chamberlain University-California',
 'Chamberlain University-Florida',
 'Chamberlain University-Georgia',
 'Chamberlain University-Illinois',
 'Chamberlain University-Indiana',
 'Chamberlain University-Louisiana',
 'Chamberlain University-Michigan',
 'Chamberlain University-Missouri',
 'Chamberlain University-Nevada',
 'Chamberlain University-New Jersey',
 'Chamberlain University-North Carolina',
 'Chamberlain University-Ohio',
 'Chamberlain University-Texas',
 'Chamberlain University-Virginia',
 'Chaminade University of Honolulu',
 "Champ's Barber School",
 'Champion Beauty College',
 'Champion Christian College',
 'Champlain College',
 'Chandler-Gilbert Community College',
 'Chapman University',
 'Charles A Jones Career and Education Center',
 'Charles and Sues School of Hair Design',
 'Charles H McCann Technical School',
 'Charles of Italy Beauty College',
 'Charles R Drew University of Medicine and Science',
 'Charles Stuart School of Diamond Setting',
 'Charleston Cosmetology Institute',
 'Charleston School of Beauty Culture',
 'Charleston School of Law',
 'Charleston Southern University',
 "Charlie's Guard-Detective Bureau and Academy Inc",
 'Charlotte Christian College and Theological Seminary',
 'Charlotte Technical College',
 'Charter College',
 'Charter Oak State College',
 'Charzanne Beauty College',
 'Chatfield College',
 'Chatham University',
 'Chattahoochee Technical College',
 'Chattahoochee Valley Community College',
 'Chattanooga College Medical Dental and Technical Careers',
 'Chattanooga State Community College',
 'Cheeks Beauty Academy',
 'Cheeks Beauty Academy',
 'Chemeketa Community College',
 'Chesapeake College',
 'Chester Career College',
 'Chester County Intermediate Unit',
 'Chestnut Hill College',
 'Cheyney University of Pennsylvania',
 'CHI Health School of Radiologic Technology',
 'Chicago Professional Center',
 'Chicago School of Professional Psychology at Dallas',
 'Chicago School of Professional Psychology-College of Nursing',
 'Chicago State University',
 'Chicago Theological Seminary',
 'Chief Dull Knife College',
 'Chipola College',
 'Chippewa Valley Technical College',
 'Chisholm Trail Technology Center',
 'Choffin Career  and Technical Center',
 'Chowan University',
 'Chris Beauty College',
 'Christ Mission College',
 'Christian Brothers University',
 'Christian Culinary Academy',
 'Christian Theological Seminary',
 'Christina and Company Education Center',
 'Christine Valmy International School for Esthetics Skin Care & Makeup',
 'Christine Valmy International School of Esthetics & Cosmetology',
 'Christopher Newport University',
 'Church Divinity School of the Pacific',
 'Cincinnati College of Mortuary Science',
 'Cincinnati School of Barbering & Hair Design',
 'Cincinnati School of Medical Massage',
 'Cincinnati State Technical and Community College',
 'Cinta Aveda Institute',
 'Cinta Aveda Institute - San Jose',
 'Circle in the Square Theatre School',
 'Cisco College',
 'Citadel Military College of South Carolina',
 'Citizens School of Nursing',
 'Citrus College',
 'Citrus Heights Beauty College',
 'City College Montana State University Billings',
 'City College of San Francisco',
 'City College-Altamonte Springs',
 'City College-Fort Lauderdale',
 'City College-Gainesville',
 'City College-Hollywood',
 'City College-Miami',
 'City Colleges of Chicago-Harold Washington College',
 'City Colleges of Chicago-Harry S Truman College',
 'City Colleges of Chicago-Kennedy-King College',
 'City Colleges of Chicago-Malcolm X College',
 'City Colleges of Chicago-Olive-Harvey College',
 'City Colleges of Chicago-Richard J Daley College',
 'City Colleges of Chicago-Wilbur Wright College',
 'City Pointe Beauty Academy',
 'City University of Seattle',
 'City Vision University',
 'Clackamas Community College',
 'Claflin University',
 'Claremont Graduate University',
 'Claremont Lincoln University',
 'Claremont McKenna College',
 'Claremont School of Theology',
 'Clarendon College',
 'Clarion University of Pennsylvania',
 'Clark Atlanta University',
 'Clark College',
 'Clark State College',
 'Clark University',
 'Clarke University',
 'Clarks Summit University',
 'Clarksburg Beauty Academy and School of Massage Therapy',
 'Clarkson College',
 'Clarkson University',
 'Clarkson University Capital Region Campus',
 'Clary Sage College',
 'Clatsop Community College',
 'Clayton  State University',
 'Clear Creek Baptist Bible College',
 'Clearfield County Career and Technology Center',
 'Cleary University',
 'Clemson University',
 'Cleveland Clinic Health System-School of Diagnostic Imaging',
 'Cleveland Community College',
 'Cleveland Institute of Art',
 'Cleveland Institute of Medical Massage',
 'Cleveland Institute of Music',
 'Cleveland State Community College',
 'Cleveland State University',
 'Cleveland University-Kansas City',
 'Clinton College',
 'Clinton Community College',
 'Clinton Essex Warren Washington BOCES',
 'Clinton Technical School',
 'Cloud County Community College',
 'Clover Park Technical College',
 'Clovis Adult Education',
 'Clovis Community College',
 'Clovis Community College',
 "Cloyd's Barber School 2 Inc",
 "Cloyd's Beauty School 1 Inc",
 "Cloyd's Beauty School 3 Inc",
 'Coachella Valley Beauty College',
 'Coachella Valley Beauty College-Hemet',
 'Coahoma Community College',
 'Coastal Alabama Community College',
 'Coastal Bend College',
 'Coastal Carolina Community College',
 'Coastal Carolina University',
 'Coastal Pines Technical College',
 'Coastline Beauty College',
 'Coastline Beauty College - Hemet',
 'Coastline Community College',
 'Coba Academy',
 'Cochise County Community College District',
 'Cochran School of Nursing',
 'Coconino Community College',
 'Coe College',
 'Coffeyville Community College',
 'Coffeyville Technical Campus',
 'Coker University',
 'Colby College',
 'Colby Community College',
 'Colby-Sawyer College',
 'Colegio de Cinematografia Artes y Television',
 'Colegio Educativo Tecnologico Industrial Inc',
 'Colegio Mayor de Tecnologia Inc',
 'Colegio Tecnico de Electricidad Galloza',
 'Colegio Universitario de San Juan',
 'Colgate Rochester Crozer Divinity School',
 'Colgate University',
 'Collectiv Academy',
 'College for Creative Studies',
 'College of Alameda',
 'College of Biblical Studies-Houston',
 'College of Central Florida',
 'College of Charleston',
 'College of Coastal Georgia',
 'College of Cosmetology',
 'College of Court Reporting Inc',
 'College of DuPage',
 'College of Eastern Idaho',
 'College of Hair Design Careers',
 'College of Hair Design-Downtown',
 'College of Hair Design-East Campus',
 'College of Health Care Professions',
 'College of Lake County',
 'College of Marin',
 'College of Massage Therapy',
 'College of Menominee Nation',
 'College of Micronesia-FSM',
 'College of Mount Saint Vincent',
 'College of Our Lady of the Elms',
 'College of Saint Benedict',
 'College of Saint Mary',
 'College of San Mateo',
 'College of Southern Idaho',
 'College of Southern Maryland',
 'College of Southern Nevada',
 'College of Staten Island CUNY',
 'College of the Albemarle',
 'College of the Atlantic',
 'College of the Canyons',
 'College of the Desert',
 'College of the Holy Cross',
 'College of the Mainland',
 'College of the Marshall Islands',
 'College of the Muscogee Nation',
 'College of the Ozarks',
 'College of the Redwoods',
 'College of the Sequoias',
 'College of the Siskiyous',
 'College of Western Idaho',
 'College of Wilmington',
 'College Unbound',
 'Collin County Community College District',
 'Colorado Academy of Veterinary Technology',
 'Colorado Christian University',
 'Colorado College',
 'Colorado Media School',
 'Colorado Mesa University',
 'Colorado Mountain College',
 'Colorado Northwestern Community College',
 'Colorado School of Healing Arts',
 'Colorado School of Mines',
 'Colorado School of Trades',
 'Colorado School of Traditional Chinese Medicine',
 'Colorado State University Global',
 'Colorado State University Pueblo',
 'Colorado State University-Fort Collins',
 'Colorado Technical University-Colorado Springs',
 'Colorado Technical University-Denver South',
 'Columbia Basin College',
 'Columbia Central University-Caguas',
 'Columbia College',
 'Columbia College',
 'Columbia College',
 'Columbia College',
 'Columbia College -  Jacksonville',
 'Columbia College - Crystal Lake Campus',
 'Columbia College - Denver',
 'Columbia College - Eastfield Pleasant Grove',
 'Columbia College - Elgin',
 'Columbia College - Fort Leonard Wood',
 'Columbia College - Fort Leonard Wood 58th Trans BN',
 'Columbia College - Fort Sill',
 'Columbia College - Fort Stewart',
 'Columbia College - Fort Worth',
 'Columbia College - Freeport',
 'Columbia College - Hunter Army Airfield',
 'Columbia College - Imperial',
 'Columbia College - Jefferson City',
 'Columbia College - Kansas City',
 'Columbia College - Lake County',
 'Columbia College - Lake Ozark',
 'Columbia College - Lemoore',
 'Columbia College - Los Alamitos',
 'Columbia College - Mesquite',
 'Columbia College - Minot AFB',
 'Columbia College - NAS Jacksonville',
 'Columbia College - Naval Base San Diego',
 'Columbia College - Naval Station Everett/Marysville',
 'Columbia College - NSB Kings Bay',
 'Columbia College - Orlando',
 'Columbia College - Redstone Arsenal',
 'Columbia College - Rolla',
 'Columbia College - Saint Louis',
 'Columbia College - Salt Lake',
 'Columbia College - San Diego',
 'Columbia College - San Luis Obispo',
 'Columbia College - Springfield',
 'Columbia College - Springfield TMobile',
 'Columbia College - Tavares PD',
 'Columbia College - USCG Base Honolulu',
 'Columbia College - Waynesville',
 'Columbia College - Whidbey Island',
 'Columbia College Chicago',
 'Columbia College Hollywood',
 'Columbia Gorge Community College',
 'Columbia Institute',
 'Columbia International University',
 'Columbia Southern University',
 'Columbia State Community College',
 'Columbia Theological Seminary',
 'Columbia University in the City of New York',
 'Columbia-Greene Community College',
 'Columbiana County Career and Technical Center',
 'Columbus College of Art and Design',
 'Columbus School of Medical Massage',
 'Columbus State Community College',
 'Columbus State University',
 'Columbus Technical Campus',
 'Columbus Technical College',
 'Commercial Divers International',
 'Commonwealth Institute of Funeral Service',
 'Commonwealth Technical Institute',
 'Community Care College',
 'Community Christian College',
 'Community College of Allegheny County',
 'Community College of Aurora',
 'Community College of Baltimore County',
 'Community College of Beaver County',
 'Community College of Denver',
 'Community College of Philadelphia',
 'Community College of Rhode Island',
 'Community College of Vermont',
 'Compass Career College',
 'Compass College of Film and Media',
 'Compton College',
 'Compu-Med Vocational Careers Corp',
 'Compu-Med Vocational Careers Corp',
 'Conception Seminary College',
 'Concord University',
 'Concorde Career College-Aurora',
 'Concorde Career College-Dallas',
 'Concorde Career College-Garden Grove',
 'Concorde Career College-Grand Prairie',
 'Concorde Career College-Kansas City',
 'Concorde Career College-Memphis',
 'Concorde Career College-North Hollywood',
 'Concorde Career College-Portland',
 'Concorde Career College-San Antonio',
 'Concorde Career College-San Bernardino',
 'Concorde Career College-San Diego',
 'Concorde Career College-Southaven',
 'Concorde Career Institute-Jacksonville',
 'Concorde Career Institute-Miramar',
 'Concorde Career Institute-Orlando',
 'Concorde Career Institute-Tampa',
 'Concordia College at Moorhead',
 'Concordia Seminary',
 'Concordia Theological Seminary',
 'Concordia University Ann Arbor',
 'Concordia University Texas',
 'Concordia University-Chicago',
 'Concordia University-Irvine',
 'Concordia University-Nebraska',
 'Concordia University-Saint Paul',
 'Concordia University-Wisconsin',
 'Congregation Talmidei Mesivta Tiferes Shmiel Aleksander',
 'Connecticut Aero Tech  School',
 'Connecticut College',
 'Connors State College',
 'Conservatory of Recording Arts and Sciences',
 'Continental School of Beauty Culture-Mattydale',
 'Continental School of Beauty Culture-Rochester',
 'Continental School of Beauty Culture-West Seneca',
 'Contra Costa College',
 'Contra Costa Medical Career College',
 'Converse University',
 'Conway School of Landscape Design',
 'Copiah-Lincoln Community College',
 'Copiah-Lincoln Community College Simpson County Center',
 'Copiah-Lincoln Community College-Natchez Campus',
 'Copper Mountain Community College',
 'Coppin State University',
 'Corban University',
 'Corinth Academy of Cosmetology',
 'Cornell College',
 'Cornell University',
 'Cornerstone University',
 'Cornish College of the Arts',
 'Cortiva Institute',
 'Cortiva Institute',
 'Cortiva Institute',
 'Cortiva Institute',
 'Cortiva Institute',
 'Cortiva Institute',
 'Cortiva Institute-Arlington',
 'Cosmetology & Spa Academy',
 'Cosmetology Academy of Texarkana',
 'Cosmetology Careers Unlimited College of Hair Skin and Nails',
 'Cosmetology Concepts Niles',
 'Cosmetology School of Arts & Sciences',
 'Cosmetology Training Center',
 'Cosmo Beauty Academy',
 'Cossatot Community College of the University of Arkansas',
 'Cosumnes River College',
 'Cottey College',
 'County College of Morris',
 'Covenant College',
 'Covenant School of Nursing and Allied Health',
 'Covenant Theological Seminary',
 'Cowley County Community College',
 'Cox College',
 'Cozmo Beauty School',
 'Crafton Hills College',
 'Cranbrook Academy of Art',
 'Crave Beauty Academy',
 'Craven Community College',
 'Crawford County Career and Technical Center Practical Nursing Program',
 'Creative Hair School of Cosmetology',
 'Creative Images Institute of Cosmetology-North Dayton',
 'Creative Images Institute of Cosmetology-South Dayton',
 'Creative Touch Cosmetology School',
 'Creighton University',
 'Crescent City Bartending School',
 "Crevier's Academy of Cosmetology Arts",
 'Criswell College',
 'Crowder College',
 "Crowley's Ridge College",
 'Crown College',
 'Crown Cutz Academy Bristol',
 'CRU Institute of Cosmetology and Barbering',
 'CT Aerotech',
 'CTK Healthcare & Career Institute',
 'Cuesta College',
 'Culinary Institute Inc',
 'Culinary Institute of America',
 'Culinary Institute of America at Greystone',
 'Culinary Institute of America San Antonio',
 'Culinary Tech Center',
 'Culpeper Cosmetology Training Center',
 'Culver-Stockton College',
 'Cumberland University',
 'CUNY Bernard M Baruch College',
 'CUNY Borough of Manhattan Community College',
 'CUNY Bronx Community College',
 'CUNY Brooklyn College',
 'CUNY Brooklyn College - Feirstein Graduate School of Cinema',
 'CUNY City College',
 'CUNY Graduate School and University Center',
 'CUNY Hostos Community College',
 'CUNY Hunter College',
 'CUNY John Jay College of Criminal Justice',
 'CUNY Kingsborough Community College',
 'CUNY LaGuardia Community College',
 'CUNY Lehman College',
 'CUNY Medgar Evers College',
 'CUNY New York City College of Technology',
 'CUNY Queens College',
 'CUNY Queensborough Community College',
 'CUNY School of Law',
 'CUNY Stella and Charles Guttman Community College',
 'CUNY York College',
 'Curry College',
 'Curtis Institute of Music',
 'Cutting Edge Academy',
 'Cuyahoga Community College District',
 'Cuyahoga Valley Career Center',
 'Cuyamaca College',
 'CVPH Medical Center School of Radiologic Technology',
 'CyberTex Institute of Technology',
 'Cypress College',
 'D A Dorsey Technical College',
 "D'Mart Institute",
 "D'Youville  University",
 'D&S School of Cosmetology',
 'Daemen University',
 'Dakota College at Bottineau',
 'Dakota County Technical College',
 'Dakota State University',
 'Dakota Wesleyan University',
 'Dallas Baptist University',
 'Dallas Barber & Stylist College',
 'Dallas Christian College',
 'Dallas College',
 'Dallas Institute of Funeral Service',
 'Dallas Theological Seminary',
 'Dalton Institute of Esthetics and Cosmetology',
 'Dalton State College',
 'Danville Area Community College',
 'Danville Community College',
 'Daoist Traditions College of Chinese Medical Arts',
 'Dartmouth College',
 'Davenport University',
 'Davenport University - Detroit',
 'Davenport University - Wayne CCCD',
 'Davenport University-Holland Location',
 'Davenport University-Kalamazoo Location',
 'Davenport University-Lansing Location',
 'Davenport University-Midland Location',
 'Davenport University-Traverse City Location',
 'Davenport University-Warren Location',
 'David Pressley School of Cosmetology',
 'Davidson College',
 'Davidson-Davie Community College',
 'Davis & Elkins College',
 'Davis College',
 'Davis College',
 'Davis Technical College',
 'Dawn Career Institute LLC',
 'Dawson Community College',
 'Daybreak University',
 'Dayton Barber College',
 'Dayton School of Medical Massage',
 'Dayton School of Medical Massage-Lima',
 'Daytona College',
 'Daytona State College',
 'De Anza College',
 'Dean College',
 'Debutantes School of Cosmetology and Nail Technology',
 'Defiance College',
 'DeHart Technical School',
 'Del Mar College',
 'Del-Mar-Va Beauty Academy',
 'Delaware Chenango Madison Otsego BOCES-Practical Nursing Program',
 'Delaware College of Art and Design',
 'Delaware County Community College',
 'Delaware County Technical School-Practical Nursing Program',
 'Delaware Learning Institute of Cosmetology',
 'Delaware State University',
 'Delaware Technical Community College-Owens',
 'Delaware Technical Community College-Stanton/Wilmington',
 'Delaware Technical Community College-Terry',
 'Delaware Valley University',
 'Delgado Community College',
 "Dell'Arte International School of Physical Theatre",
 'Delta College',
 'Delta College Inc',
 'Delta College of Arts & Technology',
 'Delta College of Arts & Technology-Lafayette Campus',
 'Delta College-Slidell Campus',
 'Delta Designs Cosmetology School',
 'Delta State University',
 'Delta Technical College-Mississippi',
 'Deluxe Barber College',
 'Denham Springs Beauty School',
 'Denison University',
 'Denmark College',
 'Denmark Technical College',
 'Dental Assistant Pro LLC-Columbus',
 'Dental Assistant Pro-Lebanon',
 'Denver College of Nursing',
 'Denver Seminary',
 'Denver Seminary - Washington DC',
 'DePaul University',
 'DePauw University',
 'Derech Hachaim Seminary',
 'Dermal Science International Aesthetics and Nail Academy',
 'Des Moines Area Community College',
 'Des Moines University-Osteopathic Medical Center',
 'DeSales University',
 'Design Institute of San Diego',
 "Design's School of Cosmetology",
 'Designer Barber & Stylist School',
 'Designer Barber & Stylist School -',
 'Detroit Business Institute-Downriver',
 'DeVry College of New York',
 'DeVry University-Arizona',
 'DeVry University-California',
 'DeVry University-Colorado',
 'DeVry University-Florida',
 'DeVry University-Georgia',
 'DeVry University-Illinois',
 'DeVry University-Missouri',
 'DeVry University-Nevada',
 'DeVry University-New Jersey',
 'DeVry University-North Carolina',
 'DeVry University-Ohio',
 'DeVry University-Pennsylvania',
 'DeVry University-Tennessee',
 'DeVry University-Texas',
 'DeVry University-Virginia',
 'Dewey University-Carolina',
 'Dewey University-Hato Rey',
 'Dewey University-Juana Diaz',
 'Dewey University-Manati',
 'Diablo Valley College',
 'Diamond Beauty College',
 'Diamonds College',
 'Dickinson College',
 'Dickinson State University',
 'Diesel Driving Academy-Baton Rouge',
 'Diesel Driving Academy-Shreveport',
 'DigiPen Institute of Technology',
 'Digital Film Academy',
 'Digital Film Academy - Atlanta',
 'Digital Media Institute',
 'DiGrigoli School of Cosmetology',
 'Dillard University',
 'Diman Regional Technical Institute',
 'Dine College',
 'Divers Institute of Technology',
 'Diversified Vocational College',
 'Divine Mercy University',
 'Divine Word College',
 'Dixie Technical College',
 'DLP Conemaugh Memorial Medical Center',
 'Doane University',
 'Dodge City Community College',
 'Dolce The Academy',
 'Dominican School of Philosophy & Theology',
 'Dominican University',
 'Dominican University New York',
 'Dominican University of California',
 'Don Roberts School of Hair Design',
 'Dongguk University Los Angeles',
 'Donnelly College',
 'Dordt University',
 'Dorsey College',
 'Dorsey College-Dearborn',
 'Dorsey College-Roseville',
 'Dorsey College-Roseville',
 'Dorsey College-Saginaw',
 'Dorsey College-Wayne',
 'Dorsey College-Woodhaven',
 'Douglas Education Center',
 'Douglas J Aveda Institute',
 'Downey Adult School',
 'Dr. Ida Rolf Institute',
 'Dragon Rises College of Oriental Medicine',
 'Drake University',
 'Drew University',
 'Drexel University',
 'Drury University',
 'Drury University-College of Continuing Professional Studies',
 'DSDT',
 'Duke University',
 'Dunwoody College of Technology',
 'Duquesne University',
 'Durant Institute of Hair Design',
 'Durham Technical Community College',
 'Dutchess BOCES-Practical Nursing Program',
 'Dutchess Community College',
 "DuVall's School of Cosmetology",
 'Dyersburg State Community College',
 'E Q School of Hair Design',
 "Ea La Mar's Cosmetology & Barber College",
 'Eagle Gate College-Boise Campus',
 'Eagle Gate College-Layton',
 'Eagle Gate College-Murray',
 'Earlham College',
 'East Arkansas Community College',
 'East Carolina University',
 'East Central College',
 'East Central Community College',
 'East Central University',
 'East Georgia State College',
 'East Georgia State College - Augusta',
 'East Georgia State College - Statesboro',
 'East Los Angeles College',
 'East Mississippi Community College',
 'East Ohio College',
 'East Stroudsburg University of Pennsylvania',
 'East Tennessee State University',
 'East Texas Baptist University',
 'East Valley Institute of Technology',
 'East West College of Natural Medicine',
 'East West College of the Healing Arts',
 'East-West Healing Arts Institute',
 'East-West Healing Arts Institute - Milwaukee',
 'East-West University',
 'Eastern Arizona College',
 'Eastern Center for Arts and Technology',
 'Eastern College of Health Vocations-Little Rock',
 'Eastern College of Health Vocations-New Orleans',
 'Eastern Connecticut State University',
 'Eastern Florida State College',
 'Eastern Gateway Community College',
 'Eastern Illinois University',
 'Eastern International College-Belleville',
 'Eastern International College-Jersey City',
 'Eastern Iowa Community College District',
 'Eastern Kentucky University',
 'Eastern Maine Community College',
 'Eastern Mennonite University',
 'Eastern Michigan University',
 'Eastern Nazarene College',
 'Eastern New Mexico University Ruidoso Branch Community College',
 'Eastern New Mexico University-Main Campus',
 'Eastern New Mexico University-Roswell Campus',
 'Eastern Oklahoma County Technology Center',
 'Eastern Oklahoma State College',
 'Eastern Oregon University',
 'Eastern School of Acupuncture and Traditional Medicine',
 'Eastern Shore Community College',
 'Eastern Suffolk BOCES',
 'Eastern Suffolk BOCES',
 'Eastern Suffolk BOCES',
 'Eastern University',
 'Eastern Virginia Career College',
 'Eastern Virginia Medical School',
 'Eastern Washington University',
 'Eastern West Virginia Community and Technical College',
 'Eastern Wyoming College',
 'Eastland-Fairfield Career and Technical Schools',
 'Eastwick College-Hackensack',
 'Eastwick College-Nutley',
 'Eastwick College-Ramsey',
 'Ecclesia College',
 'Eckerd College',
 'ECPI University',
 'ECPI University - Culinary Institute of Virginia - Newport News',
 'ECPI University - Orlando',
 'ECPI University - Roanoke',
 'ECPI University - San Antonio',
 'ECPI University-Charleston',
 'ECPI University-Charlotte',
 'ECPI University-Columbia',
 'ECPI University-Culinary Institute of Virginia',
 'ECPI University-Greensboro',
 'ECPI University-Greenville',
 'ECPI University-Innsbrook',
 'ECPI University-Manassas',
 'ECPI University-Newport News',
 'ECPI University-Raleigh',
 'ECPI University-Richmond South',
 'ECPI University-Richmond West',
 'ECPI University-Virginia Beach Health Sciences',
 'Ecumenical Theological Seminary',
 'Eden Theological Seminary',
 'Edgecombe Community College',
 'Edgewood College',
 'Edinboro University of Pennsylvania',
 'Edison State Community College',
 'Edmonds College',
 'EDP School',
 'EDP University of Puerto Rico Inc-San Juan',
 'EDP University of Puerto Rico Inc-San Sebastian',
 'EDP University of Puerto Rico-Humacao',
 'EDP University of Puerto Rico-Manati',
 'EDP University of Puerto Rico-Villalba',
 'Educators of Beauty College of Cosmetology-Peru',
 'Educators of Beauty College of Cosmetology-Rockford',
 'Educators of Beauty College of Cosmetology-Sterling',
 'EduMed Partners',
 'Edward Via College of Osteopathic Medicine',
 'Edward Waters University',
 'EHOVE Career Center',
 'EINE Inc',
 'El Camino Community College District',
 'El Paso Community College',
 'Elaine Sterling Institute',
 'Electrical and HVAC/R Training Center',
 'Elevate Salon Institute',
 'Elevate Salon Institute',
 'Elevate Salon Institute-Westminster',
 'Elgin Community College',
 'Elim Bible Institute and College',
 'Elite Academy of Hair Design',
 'Elite College of Cosmetology',
 'Elite Cosmetology Barber & Spa Academy',
 'Elite Cosmetology School',
 'Elite School of Cosmetology',
 'Elite Welding Academy',
 'Elite Welding Academy LLC',
 'Elite Welding Academy South Point',
 'Elizabeth City State University',
 'Elizabeth Grady School of Esthetics and Massage Therapy',
 'Elizabethtown College',
 'Elizabethtown Community and Technical College',
 'Ellsworth Community College',
 'Elmezzi Graduate School of Molecular Medicine',
 'Elmhurst University',
 'Elmira College',
 'Elon University',
 'Elyon College',
 'Embry-Riddle Aeronautical University-Daytona Beach',
 'Embry-Riddle Aeronautical University-Prescott',
 'Embry-Riddle Aeronautical University-Worldwide',
 'Emerald Coast Technical College',
 'Emerson College',
 'Emily Griffith Technical College',
 "Emma's Beauty Academy-Juana Diaz",
 "Emma's Beauty Academy-Mayaguez",
 'Emmanuel College',
 'Emmanuel College',
 'Emmaus Bible College',
 'Emory & Henry College',
 'Emory University',
 'Emory University-Oxford College',
 "Emperor's College of Traditional Oriental Medicine",
 'Empire Beauty  School-Lehigh Valley',
 'Empire Beauty School-Augusta',
 'Empire Beauty School-Aurora',
 'Empire Beauty School-Avondale',
 'Empire Beauty School-Bangor',
 'Empire Beauty School-Bloomfield',
 'Empire Beauty School-Bloomington',
 'Empire Beauty School-Boston',
 'Empire Beauty School-Brooklyn',
 'Empire Beauty School-Buffalo',
 'Empire Beauty School-Center City Philadelphia',
 'Empire Beauty School-Chandler',
 'Empire Beauty School-Charlotte',
 'Empire Beauty School-Cheltenham',
 'Empire Beauty School-Chenoweth',
 'Empire Beauty School-Cherry Hill',
 'Empire Beauty School-Cincinnati',
 'Empire Beauty School-Concord',
 'Empire Beauty School-Dixie',
 'Empire Beauty School-E Memphis',
 'Empire Beauty School-Elizabethtown',
 'Empire Beauty School-Florence',
 'Empire Beauty School-Glen Burnie',
 'Empire Beauty School-Green Bay',
 'Empire Beauty School-Gwinnett',
 'Empire Beauty School-Hanover',
 'Empire Beauty School-Harrisburg',
 'Empire Beauty School-Hooksett',
 'Empire Beauty School-Jackson',
 'Empire Beauty School-Kennesaw',
 'Empire Beauty School-Laconia',
 'Empire Beauty School-Lakeland',
 'Empire Beauty School-Lancaster',
 'Empire Beauty School-Lebanon',
 'Empire Beauty School-Littleton',
 'Empire Beauty School-Maine',
 'Empire Beauty School-Malden',
 'Empire Beauty School-Manhattan',
 'Empire Beauty School-Michigan',
 'Empire Beauty School-Midlothian',
 'Empire Beauty School-Milwaukee',
 'Empire Beauty School-Monroeville',
 'Empire Beauty School-Morrow',
 'Empire Beauty School-Nashville',
 'Empire Beauty School-NE Philadelphia',
 'Empire Beauty School-Newport News',
 'Empire Beauty School-North Hills',
 'Empire Beauty School-Northlake',
 'Empire Beauty School-Owings Mills',
 'Empire Beauty School-Peekskill',
 'Empire Beauty School-Pineville',
 'Empire Beauty School-Pottsville',
 'Empire Beauty School-Queens',
 'Empire Beauty School-Reading',
 'Empire Beauty School-Richmond',
 'Empire Beauty School-Rochester',
 'Empire Beauty School-Savannah',
 'Empire Beauty School-Shamokin Dam',
 'Empire Beauty School-Somersworth',
 'Empire Beauty School-Speedway',
 'Empire Beauty School-Spring Lake Park',
 'Empire Beauty School-Springfield',
 'Empire Beauty School-Stone Park',
 'Empire Beauty School-Tampa',
 'Empire Beauty School-Thornton',
 'Empire Beauty School-Tucson',
 'Empire Beauty School-Union',
 'Empire Beauty School-Vernon Hills',
 'Empire Beauty School-Virginia Beach',
 'Empire Beauty School-Warwick',
 'Empire Beauty School-West Greensboro',
 'Empire Beauty School-West Mifflin',
 'Empire Beauty School-West Palm',
 'Empire Beauty School-Winston-Salem',
 'Empire Beauty School-Wyoming Valley',
 'Empire Beauty School-York',
 'Empire College',
 'Empire State University',
 'Employment Solutions-College for Technical Education',
 'Emporia State University',
 'Endicott College',
 'Ensign College',
 'Enterprise State Community College',
 'Entourage Institute of Beauty and Esthetics',
 'Epic Bible College & Graduate School',
 'Episcopal Theological Seminary of the Southwest',
 'Eric Fisher Academy',
 'Erie 1 BOCES',
 'Erie 2 Chautauqua Cattaraugus BOCES-Practical Nursing Program',
 'Erie Community College',
 'Erie Institute of Technology Inc',
 'Erikson Institute',
 'Erskine College',
 'Erwin Technical College',
 'Escondido Adult School',
 'Escuela de Artes Plasticas y Diseno de Puerto Rico',
 'Escuela de Peritos Electricistas de Isabela Inc',
 'Escuela De Troqueleria Y Herramentaje',
 'Escuela Hotelera de San Juan',
 'Escuela Tecnica de Electricidad',
 'Essex County College',
 'Esteem Academy of Beauty',
 'Estelle Medical Academy',
 'Estelle Skin Care and Spa Institute',
 'Estes Institute of Cosmetology Arts and Science',
 'Estrella Mountain Community College',
 'ETI School of Skilled Trades',
 'ETI Technical College',
 'Euphoria Institute of Beauty Arts & Sciences-Summerlin',
 'Eureka College',
 'European Massage Therapy School-Las Vegas',
 'European Medical School of Massage',
 'Evangel University',
 'Evangel University - Assemblies of God Theological Seminary',
 'Evangelical Theological Seminary',
 'Evans Hairstyling College-Cedar City',
 'Evans Hairstyling College-Rexburg',
 'Evans Hairstyling College-St George',
 'Everett Community College',
 'Everglades University',
 'Everglades University - Miami',
 'Everglades University - Tampa',
 'Everglades University-Orlando',
 'Everglades University-Sarasota',
 'Evergreen Beauty and Barber College-Everett',
 'Evergreen Valley College',
 'Eves College of Hairstyling',
 'Evolve Beauty Academy',
 'Evvaylois Academy School of Beauty',
 'Excelsior University',
 'Exposito School of Hair Design',
 'Fairfax University of America',
 'Fairfield University',
 'Fairleigh Dickinson University-Florham Campus',
 'Fairleigh Dickinson University-Metropolitan Campus',
 'Fairmont State University',
 'Faith Baptist Bible College and Theological Seminary',
 'Faith International University',
 'Faith Theological Seminary and Christian College',
 'Falcon Institute of Health and Science',
 'Family of Faith Christian University',
 'Farmingdale State College',
 'Fashion Institute of Technology',
 'Faulkner University',
 'Faust Institute of Cosmetology-Spirit Lake',
 'Fayette County Career & Technical Institute -',
 'Fayette County Career & Technical Institute Practical Nursing Program',
 'Fayette Institute of Technology',
 'Fayetteville State University',
 'Fayetteville Technical Community College',
 'Feather River Community College District',
 'Federico Beauty Institute',
 'Felbry College',
 'Felician University',
 'Ferris State University',
 'Ferrum College',
 'FIDM-Fashion Institute of Design & Merchandising',
 'Fielding Graduate University',
 'FINE Mortuary College',
 'Finger Lakes Community College',
 'Finger Lakes Health College of Nursing & Health Sciences',
 'Finlandia University',
 'Firelands Regional Medical Center School of Nursing',
 'First Class Cosmetology School',
 'First Coast Barber Academy',
 'First Coast Technical College',
 'First Institute of Travel Inc.',
 'Fisher College',
 'Fisk University',
 'Fitchburg State University',
 'Five Branches University',
 'Five Towns College',
 'Flagler College',
 'Flagler Technical College',
 'Flair Beauty College',
 'Flashpoint Chicago A Campus of Columbia College Hollywood',
 'Flathead Valley Community College',
 'Fletcher Technical Community College',
 'Flint Hills Technical College',
 'Florence-Darlington Technical College',
 'Florida Academy',
 'Florida Academy of Health & Beauty',
 'Florida Academy of Nursing',
 'Florida Agricultural and Mechanical University',
 'Florida Atlantic University',
 'Florida Barber Academy',
 'Florida Career College-Boynton Beach',
 'Florida Career College-Hialeah',
 'Florida Career College-Houston',
 'Florida Career College-Jacksonville',
 'Florida Career College-Lauderdale Lakes',
 'Florida Career College-Margate',
 'Florida Career College-Miami',
 'Florida Career College-Orlando',
 'Florida Career College-Pembroke Pines',
 'Florida Career College-Tampa',
 'Florida Career College-West Palm Beach',
 'Florida Center',
 'Florida College',
 'Florida College of Integrative Medicine',
 'Florida Education Institute',
 'Florida Gateway College',
 'Florida Gulf Coast University',
 'Florida Institute of Recording Sound and Technology',
 'Florida Institute of Technology',
 'Florida Institute of Technology-Online',
 'Florida Institute of Ultrasound Inc',
 'Florida International Training Institute',
 'Florida International University',
 'Florida Memorial University',
 'Florida National University Training Center',
 'Florida National University-Main Campus',
 'Florida National University-South Campus',
 'Florida Panhandle Technical College',
 'Florida Polytechnic University',
 'Florida Professional Institute',
 'Florida School of Massage',
 'Florida School of Traditional Midwifery',
 'Florida Southern College',
 'Florida SouthWestern State College',
 'Florida State College at Jacksonville',
 'Florida State University',
 'Focus Personal Training Institute',
 'Folsom Lake College',
 'Fond du Lac Tribal and Community College',
 'Fontbonne University',
 'Foothill College',
 'Forbes Road Career and Technology Center',
 'Fordham University',
 'Formations Institute',
 'Formations Institute of Cosmetology & Barbering',
 'Forsyth Technical Community College',
 'Fort Hays State University',
 'Fort Lewis College',
 'Fort Myers Technical College',
 'Fort Peck Community College',
 'Fort Pierce Beauty Academy',
 'Fort Scott Community College',
 'Fort Valley State University',
 'Fort Worth Beauty School',
 'Fortis College',
 'Fortis College',
 'Fortis College-Baton Rouge',
 'Fortis College-Centerville',
 'Fortis College-Cincinnati',
 'Fortis College-Columbia',
 'Fortis College-Columbus',
 'Fortis College-Cutler Bay',
 'Fortis College-Cuyahoga Falls',
 'Fortis College-Dothan',
 'Fortis College-Foley',
 'Fortis College-Indianapolis',
 'Fortis College-Landover',
 'Fortis College-Montgomery',
 'Fortis College-Norfolk',
 'Fortis College-Orange Park',
 'Fortis College-Richmond',
 'Fortis College-Salt Lake City',
 'Fortis College-Smyrna',
 'Fortis Institute',
 'Fortis Institute-Birmingham',
 'Fortis Institute-Cookeville',
 'Fortis Institute-Forty Fort',
 'Fortis Institute-Lawrenceville',
 'Fortis Institute-Nashville',
 'Fortis Institute-Pensacola',
 'Fortis Institute-Port Saint Lucie',
 'Fortis Institute-Scranton',
 'Fortis Institute-Towson',
 'Fortis Institute-Wayne',
 'Fosbre Academy of Hair Design',
 'Fosters Cosmetology College',
 'Fountain of Youth Academy of Cosmetology',
 'Four County Career Center',
 'Four Rivers Career Center',
 'Fox College',
 'Fox Valley Technical College',
 'Framingham State University',
 'Francis Marion University',
 'Francis Tuttle Technology Center',
 'Franciscan Missionaries of Our Lady University',
 'Franciscan School of Theology',
 'Franciscan University of Steubenville',
 'Frank Phillips College',
 'Franklin and Marshall College',
 'Franklin College',
 'Franklin County Career and Technology Center',
 'Franklin Hair Academy School of Cosmetology',
 'Franklin Pierce University',
 'Franklin Technology Center Adult Education',
 'Franklin University',
 'Franklin W Olin College of Engineering',
 'Fred K Marchman Technical College',
 'Fred W Eberle Technical Center',
 'Frederick Community College',
 'Fredrick and Charles Beauty College',
 'Freed-Hardeman University',
 'Fremont University',
 'French Academy of Cosmetology',
 'Fresno City College',
 'Fresno Pacific University',
 'Friends University',
 'Front Range Community College',
 'Frontier Community College',
 'Frontier Nursing University',
 'Frostburg State University',
 'Full Sail University',
 'Fuller Theological Seminary',
 'Fullerton College',
 'Fulton-Montgomery Community College',
 'Furman University',
 'Futura Career Institute',
 'Future Generations University',
 'Future-Tech Institute',
 'FVI School of Nursing and Technology',
 'G Skin & Beauty Institute',
 'G Skin & Beauty Institute',
 'GA Beauty & Barber School',
 'Gadsden State Community College',
 'Gadsden Technical College',
 'Galaxy Medical College',
 'Galen College of Nursing-ARH',
 'Galen College of Nursing-Cincinnati',
 'Galen College of Nursing-Louisville',
 'Galen College of Nursing-San Antonio',
 'Galen College of Nursing-Tampa Bay',
 'Galen Health Institutes-Austin Campus',
 'Galen Health Institutes-Miami Campus',
 'Galen Health Institutes-Nashville Campus',
 'Gallaudet University',
 'Galveston College',
 'Gannon University',
 'Garden City Community College',
 'Garden State Science and Technology Institute',
 'Gardner-Webb University',
 'Garnet Career Center',
 'Garrett College',
 'Garrett-Evangelical Theological Seminary',
 'Gaston College',
 'Gaston College',
 'Gateway Community and Technical College',
 'GateWay Community College',
 'Gateway Community College',
 'GateWay Community College-Central City',
 'Gateway Technical College',
 'Gavilan College',
 'Geisinger Commonwealth School of Medicine',
 'Geisinger-Lewistown Hospital School of Nursing',
 'Gem City College',
 'Gemini School of Visual Arts & Communication',
 'Gemological Institute of America-Carlsbad',
 'Gemological Institute of America-New York',
 'Generations College',
 'Genesee Community College',
 'Genesee Valley BOCES-Practical Nursing Program',
 'Genesis Career College-Cookeville',
 'Genesis Career College-Lebanon',
 'Geneva College',
 'George C Wallace Community College-Dothan',
 'George C Wallace State Community College-Hanceville',
 'George C Wallace State Community College-Selma',
 'George Fox University',
 'George Mason University',
 'George Stone Technical College',
 'George T Baker Aviation Technical College',
 'George Washington University',
 'Georgetown College',
 'Georgetown University',
 'Georgia Career Institute',
 'Georgia College & State University',
 'Georgia Gwinnett College',
 'Georgia Highlands College',
 'Georgia Institute of Cosmetology',
 'Georgia Institute of Technology-Main Campus',
 'Georgia Military College',
 'Georgia Military College - Augusta',
 'Georgia Military College - Columbus',
 'Georgia Military College - Dublin',
 'Georgia Military College - Eastman',
 'Georgia Military College - Fairburn',
 'Georgia Military College - Fayetteville',
 'Georgia Military College - Madison',
 'Georgia Military College - Robins',
 'Georgia Military College - Sandersville',
 'Georgia Military College - Stone Mountain',
 'Georgia Military College - Valdosta',
 'Georgia Military College - Zebulon',
 'Georgia Northwestern Technical College',
 'Georgia Piedmont Technical College',
 'Georgia Southern University',
 'Georgia Southwestern State University',
 'Georgia State University',
 'Georgia State University-Perimeter College',
 'Georgian Court University',
 'Gerbers Akron Beauty School',
 'Germanna Community College',
 'Gettysburg College',
 'Glasgow Caledonian New York College',
 'Glen Dow Academy of Hair Design',
 'Glen Oaks Community College',
 'Glendale Career College',
 'Glendale Career College-North-West College-Bakersfield',
 'Glendale Community College',
 'Glendale Community College',
 'Glenville State University',
 'Glitz School of Cosmetology',
 'Global Medical & Technical Training Institute',
 'Global Tech College',
 'Gnomon',
 'Goddard College',
 'Gods Bible School and College',
 'Gogebic Community College',
 'Golden Gate University',
 'Golden Gate University-Seattle',
 'Golden Gate University-Silicon Valley',
 'Golden West College',
 'Goldey-Beacom College',
 'Gonzaga University',
 'Good Samaritan College of Nursing and Health Science',
 'GoodFellas Barber College',
 'Goodwin University',
 'Gordon College',
 'Gordon Cooper Technology Center',
 'Gordon State College',
 'Gordon-Conwell Theological Seminary',
 'Goshen College',
 'Goshen School of Cosmetology',
 'Goucher College',
 "Gould's Academy",
 "Gould's Academy",
 'Governors State University',
 'Grabber School of Hair Design',
 'Grace Christian University',
 'Grace College and Theological Seminary',
 'Grace International Beauty School',
 'Grace Mission University',
 'Grace School of Theology',
 'Graceland University - Independence',
 'Graceland University-Lamoni',
 'Graduate Theological Union',
 'Grady Health System Professional Schools',
 'Graham Hospital School of Nursing',
 'Grambling State University',
 'Grand Canyon University',
 'Grand Rapids Community College',
 'Grand River Technical School',
 'Grand Valley State University',
 'Grand View University',
 'Granite State College',
 'Gratz College',
 'Grays Harbor College',
 'Grayson College',
 'Great Basin College',
 'Great Bay Community College',
 'Great Falls College Montana State University',
 'Great Lakes Boat Building School',
 'Great Lakes Christian College',
 'Great Lakes Institute of Technology',
 'Great Northern University',
 'Great Oaks Career Campuses',
 'Great Plains Technology Center',
 'Greater Altoona Career & Technology Center',
 'Greater Johnstown Career and Technology Center',
 'Greater Lowell Technical School',
 'Green Country Technology Center',
 'Green River College',
 'Greene County Career and Technology Center',
 'Greene County Career Center',
 'Greenfield Community College',
 'Greensboro College',
 'Greenville Technical College',
 'Greenville University',
 'Grinnell College',
 'Grossmont College',
 'Grove City College',
 'Guam Community College',
 'Guilford College',
 'Guilford Technical Community College',
 'Gulf Coast State College',
 'Gupton Jones College of Funeral Service',
 'Gurnick Academy of Medical Arts',
 'Gustavus Adolphus College',
 "Guy's Shreveport Academy of Cosmetology Inc",
 'Gwinnett College',
 'Gwinnett College-Lilburn',
 'Gwinnett College-Marietta Campus',
 'Gwinnett College-Sandy Springs',
 'Gwinnett Institute',
 'Gwinnett Technical College',
 'Gwynedd Mercy University',
 'H Councill Trenholm State Community College',
 'Hacienda La Puente Adult Education',
 'Hackensack Meridian School of Medicine',
 'Hagerstown Community College',
 'Hair Academy',
 'Hair Academy II',
 'Hair Academy School of Barbering & Beauty',
 'Hair Arts Institute',
 'Hair Expressions Academy',
 'Hair Professionals Career College',
 'Hair Professionals Career College',
 'Hair Professionals School of Cosmetology',
 'Hairmasters Institute of Cosmetology',
 'Halifax Community College',
 'Hallmark University',
 'Hamilton College',
 'Hamline University',
 'Hampden-Sydney College',
 'Hampshire College',
 'Hampton University',
 'Hamrick School',
 'Hands on Therapy',
 'Hannah E Mullins School of Practical Nursing',
 'Hannibal-LaGrange University',
 'Hanover College',
 'Harcum College',
 'Hardin-Simmons University',
 'Harding School of Theology',
 'Harding University',
 'Harford Community College',
 'Harmony Health Care Institute',
 'Harris-Stowe State University',
 'Harrisburg Area Community College',
 'Harrisburg Area Community College-Gettysburg',
 'Harrisburg Area Community College-Lancaster',
 'Harrisburg Area Community College-Lebanon',
 'Harrisburg Area Community College-York',
 'Harrisburg University of Science and Technology',
 'Hartford International University for Religion and Peace',
 'Hartnell College',
 'Hartwick College',
 'Harvard University',
 'Harvey Mudd College',
 'Haskell Indian Nations University',
 'Hastings Beauty School',
 'Hastings College',
 "Hatfield's Mississippi College of Beauty Culture",
 'Haven University',
 'Haverford College',
 'Hawaii Community College',
 'Hawaii Institute of Hair Design',
 'Hawaii Medical College',
 'Hawaii Pacific University',
 'Hawkeye Community College',
 'Hays Academy of Hair Design',
 'Hays Academy of Hair Design',
 'Haywood Community College',
 'Hazard Community and Technical College',
 'Hazelden Betty Ford Graduate School of Addiction Studies',
 'Hazleton Area Career Center',
 'HCI College',
 'HCI College - Fort Lauderdale Campus',
 'HDS Truck Driving Institute',
 'Headmasters School of Hair Design',
 'Healing Arts Center',
 'Healing Hands School of Holistic Health',
 'Healing Mountain Massage School',
 'Health And Style Institute',
 'Health and Technology Training Institute',
 'Health-Tech Institute of Memphis',
 'Healthcare Career College',
 'Healthcare Training Institute',
 'Healthcare Training Institute',
 'Heartland Community College',
 'Hebrew College',
 'Hebrew Theological College',
 'Hebrew Union College-Jewish Institute of Religion',
 'Hebrew Union College-Jewish Institute of Religion-Cincinnati',
 'Hebrew Union College-Jewish Institute of Religion-Los Angeles',
 'Heidelberg University',
 'Helena College University of Montana',
 'Helene Fuld College of Nursing',
 'Hellenic College-Holy Cross Greek Orthodox School of Theology',
 'Helms College',
 'Henderson Community College',
 'Henderson State University',
 'Hendrix College',
 'Hennepin Technical College',
 'Henrico County-Saint Marys Hospital School of Practical Nursing',
 'Henry Ford College',
 'Heritage Bible College',
 'Heritage Christian University',
 'Heritage University',
 'Heritage Valley Kennedy School of Nursing',
 'Herkimer County BOCES-Practical Nursing Program',
 'Herkimer County Community College',
 'Herzing University-Akron',
 'Herzing University-Atlanta',
 'Herzing University-Birmingham',
 'Herzing University-Brookfield',
 'Herzing University-Kenosha',
 'Herzing University-Madison',
 'Herzing University-Minneapolis',
 'Herzing University-New Orleans',
 'Herzing University-Orlando',
 'Herzing University-Tampa',
 'Hesston College',
 'High Desert Medical College',
 'High Desert Medical College - Bakerfield',
 'High Desert Medical College - Temecula',
 'High Plains Technology Center',
 'High Point University',
 'High Tech High Graduate School of Education',
 'Highland Community College',
 'Highland Community College',
 'Highlands College of Montana Tech',
 'Highlights Beauty Schools',
 'Highlights Beauty Schools',
 'Highline College',
 'Hilbert College',
 'Hill College',
 'Hillsborough Community College',
 'Hillsdale Beauty College',
 'Hillsdale Beauty College',
 'Hillsdale College',
 'Hilltop Beauty School',
 'Hinds Community College',
 'Hinton Barber and Beauty College',
 'Hiram College',
 'Hobart Institute of Welding Technology',
 'Hobart William Smith Colleges',
 'Hobe Sound Bible College',
 'Hocking College',
 'Hodges University',
 'Hofstra University',
 'Hogan Institute of Cosmetology and Esthetics',
 'Hohokus School of Trade and Technical Sciences',
 'Holistic Massage Training Institute',
 'Hollins University',
 'Hollywood Cultural College',
 'Hollywood Institute',
 'Hollywood Institute of Beauty Careers',
 'Hollywood Institute of Beauty Careers-Casselberry',
 'Hollywood Institute of Beauty Careers-West Palm Beach',
 'Holmes Community College',
 'Holy Apostles College and Seminary',
 'Holy Cross College',
 'Holy Family University',
 'Holy Name Medical Center-Sister Claire Tynan School of Nursing',
 'Holy Names University',
 'Holyoke Community College',
 'Homestead Schools',
 'Hondros College of Nursing',
 'Honolulu Community College',
 'Hood College',
 'Hood Theological Seminary',
 'Hope College',
 'Hope College of Arts and Sciences',
 'Hope International University',
 'Hopkinsville Community College',
 'Horizon University',
 'Horry-Georgetown Technical College',
 'Hoss Lee Academy',
 'Hot Springs Beauty College',
 'Houghton University',
 'Housatonic Community College',
 'House of Heavilin Beauty College-Blue Springs',
 'House of Heavilin Beauty College-Kansas City',
 'Houston Baptist University',
 'Houston Barber School',
 'Houston Community College',
 'Houston Graduate School of Theology',
 'Houston International College Cardiotech Ultrasound School',
 'Houston School of Carpentry',
 'Houston Training School-Main Campus',
 'Houston Training Schools-Gessner',
 'Howard College',
 'Howard Community College',
 'Howard Payne University',
 'Howard University',
 'Hudson County Community College',
 'Hudson Valley Community College',
 'Huertas College',
 'Hult International Business School',
 'Humacao Community College',
 'Humphreys College-Modesto',
 'Humphreys University-Stockton and Modesto Campuses',
 'Hunter Business School',
 'Huntingdon College',
 'Huntington Junior College',
 'Huntington School of Beauty Culture',
 'Huntington University',
 'Huntington University of Health Sciences',
 'Huntsville Bible College',
 'Hussian College-Daymar College Clarksville',
 'Hussian College-Daymar College Columbus',
 'Hussian College-Daymar College Murfreesboro',
 'Hussian College-Daymar College Nashville',
 'Hussian College-Los Angeles',
 'Hussian College-Philadelphia',
 'Husson University',
 'Huston-Tillotson University',
 'Hutchinson Community College',
 'HVAC Technical Institute',
 'Hypnosis Motivation Institute',
 'IBMC College',
 'IBS School of Cosmetology and Massage',
 'Icahn School of Medicine at Mount Sinai',
 'ICOHS College',
 'ICPR Junior College',
 'ICPR Junior College',
 'ICPR Junior College-Arecibo',
 'ICPR Junior College-Mayaguez',
 'Idaho College of Osteopathic Medicine',
 'Idaho State University',
 'IDEA at ATEP',
 'Ideal Beauty Academy',
 'Ideal Beauty Academy',
 'IGlobal University',
 'Iliff School of Theology',
 'Ilisagvik College',
 'Illinois Central College',
 'Illinois College',
 'Illinois College of Optometry',
 'Illinois Institute of Technology',
 'Illinois Media School',
 'Illinois Media School-Chicago Campus',
 'Illinois State University',
 'Illinois Valley Community College',
 'Illinois Wesleyan University',
 'Image Maker Beauty Institute',
 'Immaculata University',
 'Immokalee Technical College',
 'Imperial Valley College',
 'Independence Community College',
 'Independent Training & Apprenticeship Program',
 'Indian Bible College',
 'Indian Capital Technology Center-Muskogee',
 'Indian Capital Technology Center-Sallisaw',
 'Indian Capital Technology Center-Stilwell',
 'Indian Capital Technology Center-Tahlequah',
 'Indian Hills Community College',
 'Indian River State College',
 'Indiana County Technology Center',
 'Indiana Institute of Technology',
 'Indiana Institute of Technology-College of Professional Studies',
 'Indiana State University',
 'Indiana University of Pennsylvania-Main Campus',
 'Indiana University-Bloomington',
 'Indiana University-East',
 'Indiana University-Kokomo',
 'Indiana University-Northwest',
 'Indiana University-Purdue University-Indianapolis',
 'Indiana University-South Bend',
 'Indiana University-Southeast',
 'Indiana Wellness College',
 'Indiana Wesleyan University-Marion',
 'Indiana Wesleyan University-National & Global',
 'Industrial Management Training Institute',
 'Industrial Technical College',
 'Infinity College',
 'Inner State Beauty School',
 'Innovate Salon Academy',
 'Innovate Salon Academy',
 'Innovations Design Academy',
 'Installer Institute',
 'Institucion Chaviano de Mayaguez',
 'Institute for Business and Technology',
 'Institute for Clinical Social Work',
 'Institute for Doctoral Studies in the Visual Arts',
 'Institute for Therapeutic Massage',
 'Institute of Advanced Medical Esthetics',
 'Institute of Allied Healthcare',
 'Institute of American Indian and Alaska Native Culture and Arts Development',
 'Institute of Beauty Careers',
 'Institute of Buddhist Studies',
 'Institute of Clinical Acupuncture & Oriental Med',
 'Institute of Culinary Education',
 'Institute of Culinary Education',
 'Institute of Health Sciences',
 'Institute of Medical Careers',
 'Institute of Medical Ultrasound',
 'Institute of Production and Recording',
 'Institute of Professional Careers',
 'Institute of Taoist Education and Acupuncture',
 'Institute of Technology',
 'Institute of Technology',
 'Institute of World Politics',
 'Instituto Educativo Premier',
 'Instituto Tecnologico de Puerto Rico-Recinto de Guayama',
 'Instituto Tecnologico de Puerto Rico-Recinto de Manati',
 'Instituto Tecnologico de Puerto Rico-Recinto de Ponce',
 'Instituto Tecnologico de Puerto Rico-Recinto de San Juan',
 'Integrity College of Health',
 'Intellitec College-Colorado Springs',
 'Intellitec College-Grand Junction',
 'Inter American University of Puerto Rico-Aguadilla',
 'Inter American University of Puerto Rico-Arecibo',
 'Inter American University of Puerto Rico-Barranquitas',
 'Inter American University of Puerto Rico-Bayamon',
 'Inter American University of Puerto Rico-Fajardo',
 'Inter American University of Puerto Rico-Guayama',
 'Inter American University of Puerto Rico-Metro',
 'Inter American University of Puerto Rico-Ponce',
 'Inter American University of Puerto Rico-San German',
 'Inter American University of Puerto Rico-School of Law',
 'Inter American University of Puerto Rico-School of Optometry',
 'Interactive College of Technology',
 'Interactive College of Technology',
 'Interactive College of Technology',
 'Interactive College of Technology-Chamblee',
 'Interactive College of Technology-Gainesville',
 'Interactive College of Technology-Morrow',
 'Interactive College of Technology-Newport',
 'InterAmerican Technical Institute',
 'InterCoast Colleges-Fairfield',
 'InterCoast Colleges-Rancho Cordova',
 'InterCoast Colleges-Riverside',
 'InterCoast Colleges-Santa Ana',
 'InterCoast Colleges-West Covina',
 'Interdenominational Theological Center',
 'Interior Designers Institute',
 'International Academy',
 'International Academy of Style',
 'International Air and Hospitality Academy',
 'International Baptist College and Seminary',
 'International Barber College',
 'International Beauty College',
 'International Beauty Education Center',
 'International Beauty School 4',
 'International Business College-Indianapolis',
 'International College of Beauty Arts & Sciences',
 'International College of Broadcasting',
 'International College of Cosmetology',
 'International Culinary Arts and Sciences Institute',
 'International Institute for Restorative Practices',
 'International Institute of Cosmetology',
 'International Salon and Spa Academy',
 'International School of Beauty Inc',
 'International School of Cosmetology',
 'International School of Cosmetology',
 'International School of Skin Nailcare & Massage Therapy',
 'International Technical College',
 'International Technological University',
 'International Training Careers',
 'Inver Hills Community College',
 'Iona University',
 'Iowa Central Community College',
 'Iowa Lakes Community College',
 'Iowa School of Beauty-Des Moines',
 'Iowa School of Beauty-Ottumwa',
 'Iowa School of Beauty-Sioux City',
 'Iowa State University',
 'Iowa Wesleyan University',
 'Iowa Western Community College',
 'Irell & Manella Graduate School of Biological Sciences at City of Hope',
 "Irene's Myomassology Institute",
 'Irvine Valley College',
 'Isabella Graham Hart School of Practical Nursing',
 'Island Drafting and Technical Institute',
 'Isothermal Community College',
 'Itawamba Community College',
 'Ithaca College',
 'ITI Technical College',
 'IVAEM College',
 'Ivy Tech Community College',
 'Ivy Tech Community College-Bloomington',
 'Ivy Tech Community College-Columbus',
 'Ivy Tech Community College-Evansville',
 'Ivy Tech Community College-Fort Wayne',
 'Ivy Tech Community College-Indianapolis',
 'Ivy Tech Community College-Kokomo',
 'Ivy Tech Community College-Lafayette',
 'Ivy Tech Community College-Lake County',
 'Ivy Tech Community College-Madison',
 'Ivy Tech Community College-Muncie',
 'Ivy Tech Community College-Richmond',
 'Ivy Tech Community College-Sellersburg',
 'Ivy Tech Community College-South Bend/Elkhart',
 'Ivy Tech Community College-Terre Haute',
 'IYRS School of Technology & Trades',
 'J D Academy of Salon and Spa',
 'J F Ingram State Technical College',
 'J Michael Harrold Beauty Academy',
 'J Sargeant Reynolds Community College',
 'J. F. Drake State Community and Technical College',
 "J's Barber College",
 'Jackson College',
 'Jackson State Community College',
 'Jackson State University',
 'Jacksonville College-Main Campus',
 'Jacksonville State University',
 'Jacksonville University',
 'James A. Rhodes State College',
 'James Madison University',
 'James Rumsey Technical Institute',
 'James Sprunt Community College',
 'Jamestown Business College',
 'Jamestown Business College -',
 'Jamestown Community College',
 'Jarvis Christian University',
 "Jay's Technical Institute",
 "JB's Hair Design and Barber College",
 'Jean Madeline Aveda Institute',
 'Jefferson College',
 'Jefferson Community and Technical College',
 'Jefferson Community College',
 'Jefferson County Dubois Area Vocational Technical Practical Nursing Program',
 'Jefferson Lewis BOCES-Practical Nursing Program',
 'Jefferson Regional School of Nursing',
 'Jefferson State Community College',
 'Jenks Beauty College',
 'Jenny Lea Academy of Cosmetology',
 'Jersey College',
 'Jersey College',
 'Jersey College',
 'Jersey College',
 'Jersey College',
 'Jersey College',
 'Jersey College',
 'Jersey College - Fort Wayne',
 'Jesuit School of Theology of Santa Clara University',
 'Jewish Theological Seminary of America',
 'JFK Muhlenberg Harold B. and Dorothy A. Snyder Schools',
 'Jna Institute of Culinary Arts',
 'Joe Kubert School of Cartoon and Graphic Art',
 'Joffrey Ballet School',
 'John A Gupton College',
 'John A Logan College',
 'John Amico School of Hair Design',
 'John Brown University',
 'John C Calhoun State Community College',
 'John Carroll University',
 'John D Rockefeller IV Career Center',
 'John Jay Beauty College',
 'John Patrick University of Health and Applied Sciences',
 'John Paul the Great Catholic University',
 'John Wesley International Barber and Beauty College',
 'John Wood Community College',
 "Johnny Matthew's Hairdressing Training School",
 'Johns Hopkins University',
 'Johnson & Wales University-Charlotte',
 'Johnson & Wales University-Online',
 'Johnson & Wales University-Providence',
 'Johnson C Smith University',
 'Johnson College',
 'Johnson County Community College',
 'Johnson University',
 'Johnson University Florida',
 'Johnston Community College',
 'Jolie Hair Academy',
 'Joliet Junior College',
 'Jones County Junior College',
 'Jones Technical Institute',
 'Jose Maria Vargas University',
 "Josef's School of Hair Skin & Body-Fargo",
 "Josef's School of Hair Skin & Body-Grand Forks",
 'Joseph F McCloskey School of Nursing',
 "Joseph's College Cosmetology",
 'Joyce University of Nursing and Health Sciences',
 'Judson University',
 'Jung Tao School of Classical Chinese Medicine',
 'Juniata College',
 'Jupiter Beauty Academy',
 'Kairos University',
 'Kaizen Beauty Academy',
 'Kalamazoo College',
 'Kalamazoo Valley Community College',
 'Kankakee Community College',
 'Kansas Christian College',
 'Kansas City Art Institute',
 'Kansas City Kansas Community College',
 'Kansas City University',
 'Kansas City University',
 'Kansas State University',
 'Kansas Wesleyan University',
 'Kapiolani Community College',
 'Kaskaskia College',
 'Kauai Community College',
 'KC Beauty Academy',
 "KC's School of Hair Design",
 'KCK Beauty & Barber Academy',
 'KD Conservatory College of Film and Dramatic Arts',
 'Kean University',
 'Keck Graduate Institute',
 'Keene Beauty Academy',
 'Keene State College',
 'Kehilath Yakov Rabbinical Seminary',
 'Keiser University -  Clearwater',
 'Keiser University - New Port Richey',
 'Keiser University - Residential (Flagship)',
 'Keiser University- Miami',
 'Keiser University-Daytona',
 'Keiser University-Ft Lauderdale',
 'Keiser University-Ft Myers',
 'Keiser University-Jacksonville',
 'Keiser University-Lakeland',
 'Keiser University-Melbourne',
 'Keiser University-Orlando',
 'Keiser University-Pembroke Pines',
 'Keiser University-Port St Lucie',
 'Keiser University-Sarasota',
 'Keiser University-Tallahassee',
 'Keiser University-Tampa',
 'Keiser University-West Palm Beach',
 'Kellogg Community College',
 'Kennebec Valley Community College',
 'Kennesaw State University',
 'Kenneth Shuler School of Cosmetology and Nails-Columbia',
 'Kenneth Shuler School of Cosmetology-Columbia',
 'Kenneth Shuler School of Cosmetology-Florence',
 'Kenneth Shuler School of Cosmetology-Goose Creek',
 'Kenneth Shuler School of Cosmetology-Greenville',
 'Kenneth Shuler School of Cosmetology-North Augusta',
 'Kenneth Shuler School of Cosmetology-Rock Hill',
 'Kenneth Shuler School of Cosmetology-Spartanburg',
 "Kenny's Academy of Barbering",
 'Kenrick Glennon Seminary',
 'Kent State University at Ashtabula',
 'Kent State University at East Liverpool',
 'Kent State University at Geauga',
 'Kent State University at Kent',
 'Kent State University at Salem',
 'Kent State University at Stark',
 'Kent State University at Trumbull',
 'Kent State University at Tuscarawas',
 'Kentucky Christian University',
 'Kentucky Horseshoeing School',
 'Kentucky Mountain Bible College',
 'Kentucky State University',
 'Kentucky Wesleyan College',
 'Kenyon College',
 'Keser Torah-Mayan Hatalmud',
 'Kettering College',
 'Kettering College - Ollie Davis Medical Arts and Education Center',
 'Kettering University',
 'Keuka College',
 'Keune Academy by 124',
 'Keweenaw Bay Ojibwa Community College',
 'Keweenaw Bay Ojibwa Community College - Wabanung Campus',
 'Key College',
 'Keystone College',
 'Kiamichi Technology Center-McAlester',
 'Kilgore College',
 'King University',
 "King's College",
 'Kirksville Area Technical Center',
 'Kirkwood Community College',
 'Kirtland Community College',
 'Kishwaukee College',
 'Klamath Community College',
 'Knox College',
 'Knox County Career Center',
 'Kor Beauty Academy',
 'Kutztown University of Pennsylvania',
 'Kuyper College',
 'L Makeup Institute',
 "L'esprit Academy",
 "L'esprit Academy - Royal Oak",
 'L3Harris Flight Academy',
 'La Belle Beauty Academy',
 'La Belle Beauty School',
 'La James College of Hairstyling and Cosmetology',
 'La James International College-Cedar Falls',
 'La James International College-Davenport',
 'La James International College-Ft Dodge',
 'La James International College-Johnston',
 'La Roche University',
 'La Salle University',
 'La Sierra University',
 'LaBarberia Institute of Hair',
 'Labette Community College',
 'Laboure College of Healthcare',
 'Lac Courte Oreilles Ojibwe University',
 'Lackawanna College',
 'Lafayette College',
 'LaGrange College',
 'Laguna College of Art and Design',
 'Lake Area Technical College',
 'Lake Career and Technical Center',
 'Lake Erie College',
 'Lake Erie College of Osteopathic Medicine',
 'Lake Forest College',
 'Lake Forest Graduate School of Management',
 'Lake Land College',
 'Lake Michigan College',
 'Lake Region State College',
 'Lake Superior College',
 'Lake Superior State University',
 'Lake Tahoe Community College',
 'Lake Technical College',
 'Lake Washington Institute of Technology',
 'Lake-Sumter State College',
 'Lakeland Community College',
 'Lakeland University',
 'Lakes Region Community College',
 'Lakeshore Technical College',
 'Lakeview College of Nursing',
 'Lakewood School of Therapeutic Massage',
 'Lakewood University',
 'Lamar Community College',
 'Lamar Institute of Technology',
 'Lamar State College-Orange',
 'Lamar State College-Port Arthur',
 'Lamar University',
 'Lamson Institute',
 'Lancaster Beauty School',
 'Lancaster Bible College',
 'Lancaster County Career and Technology Center',
 'Lancaster School of Cosmetology & Therapeutic Bodywork',
 'Lancaster Theological Seminary',
 'Lander University',
 'Landmark College',
 'Lane College',
 'Lane Community College',
 'Laney College',
 'Langston University',
 'Lanier Technical College',
 'Lansdale School of Business',
 'Lansdale School of Cosmetology Inc',
 'Lansing Community College',
 'Laramie County Community College',
 'Laredo Beauty College Inc',
 'Laredo CHI Academy Beauty School',
 'Laredo College',
 "Larry's Barber College",
 "Larry's Barber College",
 "Larry's Barber College-Joliet",
 'Las Positas College',
 'Las Vegas College',
 'LaSalle Tech',
 'Lasell University',
 'Lassen Community College',
 'Latin American Bible Institute',
 'Latin Beauty Academy',
 'Laurel Business Institute',
 'Laurel Ridge Community College',
 'Laurel Technical Institute',
 'Laurel Technical Institute',
 'Laurus College',
 'Lawrence & Company College of Cosmetology',
 'Lawrence & Company College of Cosmetology',
 'Lawrence Memorial Hospital School of Nursing',
 'Lawrence Technological University',
 'Lawrence University',
 'Lawson State Community College',
 'Le Moyne College',
 'Le Moyne-Owen College',
 'Learning Bridge Career Institute',
 'Lebanon County Area Vocational Technical School',
 'Lebanon Valley College',
 'Lee College',
 'Lee Professional Institute',
 'Lee University',
 'Leech Lake Tribal College',
 'Lees-McRae College',
 'Leeward Community College',
 'LeGrand Institute of Cosmetology Inc',
 'Lehigh Carbon Community College',
 'Lehigh University',
 'Lehigh Valley Barber School',
 'Lenape Technical School Practical Nursing Program',
 'Lenoir Community College',
 'Lenoir-Rhyne University',
 'Leon Studio One School of Beauty Knowledge',
 'Leons Beauty School Inc',
 'Lesley University',
 'Leston College',
 'Leston College -',
 'LeTourneau University',
 'Lewis & Clark College',
 'Lewis and Clark Community College',
 'Lewis University',
 'Lewis-Clark State College',
 'Lex La-Ray Technical Center',
 'Lexington Healing Arts Academy',
 'Lexington Theological Seminary',
 'Lia Schorr Institute of Cosmetic Skin Care Training',
 'Liberty University',
 'Liceo de Arte y Tecnologia',
 'Liceo de Arte-Dise-O y Comercio',
 'Life Chiropractic College West',
 'Life Pacific University',
 'Life Pacific University-Virginia',
 'Life University',
 "Lil Lou's Beauty and Barber College",
 "Lil Lou's Beauty and Barber College-Hammond",
 'LIM College',
 'Limestone University',
 'Lincoln Christian University',
 'Lincoln College',
 'Lincoln College of Technology-Columbia',
 'Lincoln College of Technology-Denver',
 'Lincoln College of Technology-Grand Prairie',
 'Lincoln College of Technology-Indianapolis',
 'Lincoln College of Technology-Marietta',
 'Lincoln College of Technology-Melrose Park',
 'Lincoln College of Technology-Nashville',
 'Lincoln Land Community College',
 'Lincoln Memorial University',
 'Lincoln Technical Institute-Allentown',
 'Lincoln Technical Institute-East Windsor',
 'Lincoln Technical Institute-Iselin',
 'Lincoln Technical Institute-Lincoln',
 'Lincoln Technical Institute-Mahwah',
 'Lincoln Technical Institute-Moorestown',
 'Lincoln Technical Institute-New Britain',
 'Lincoln Technical Institute-Paramus',
 'Lincoln Technical Institute-Philadelphia',
 'Lincoln Technical Institute-Shelton',
 'Lincoln Technical Institute-Somerville',
 'Lincoln Technical Institute-South Plainfield',
 'Lincoln Technical Institute-Union',
 'Lincoln Technical Institute-Whitestone',
 'Lincoln Trail College',
 'Lincoln University',
 'Lincoln University',
 'Lincoln University',
 'Lindenwood University',
 'Lindsey Hopkins Technical College',
 'Lindsey Institute of Cosmetology',
 'Lindsey Wilson College',
 'Linfield University',
 'Linfield University-Online and Continuing Education',
 'Linfield University-School of Nursing',
 'Linn-Benton Community College',
 'Lionel University',
 'Lipscomb University',
 'Little Big Horn College',
 'Little Priest Tribal College',
 'Lively Technical College',
 'Living Arts College',
 'Livingstone College',
 'Lock Haven University',
 'Logan University',
 'Loma Linda University',
 'Lone Star College System',
 'Long Beach City College',
 'Long Island Beauty School-Hauppauge',
 'Long Island Beauty School-Hempstead',
 'Long Island Business Institute',
 'Long Island Nail Skin & Hair Institute',
 'Long Island University',
 'Longwood University',
 'Longy School of Music of Bard College',
 'Lorain County Community College',
 'Lorain County Joint Vocational School District',
 'Loraines Academy & Spa',
 'Loras College',
 'Lorenzo Walker Technical College',
 'Los Angeles Academy of Figurative Art',
 'Los Angeles Center',
 'Los Angeles City College',
 'Los Angeles College of Aesthetics',
 'Los Angeles College of Music',
 'Los Angeles County College of Nursing and Allied Health',
 'Los Angeles Film School',
 'Los Angeles Harbor College',
 'Los Angeles Mission College',
 'Los Angeles Pacific College',
 'Los Angeles Pacific University',
 'Los Angeles Pierce College',
 'Los Angeles Southwest College',
 'Los Angeles Trade Technical College',
 'Los Angeles Valley College',
 'Los Medanos College',
 'Lotus Professional College',
 'Louisburg College',
 'Louisiana Academy of Beauty',
 'Louisiana Christian University',
 'Louisiana Culinary Institute',
 'Louisiana Delta Community College',
 'Louisiana State University and Agricultural & Mechanical College',
 'Louisiana State University Health Sciences Center-New Orleans',
 'Louisiana State University Health Sciences Center-Shreveport',
 'Louisiana State University-Alexandria',
 'Louisiana State University-Eunice',
 'Louisiana State University-Shreveport',
 'Louisiana Tech University',
 'Louisville Presbyterian Theological Seminary',
 'Lourdes University',
 'Love Beauty School Inc',
 'Lowell Academy Hairstyling Institute',
 'Lower Columbia College',
 'Loyola Marymount University',
 'Loyola University Chicago',
 'Loyola University Maryland',
 'Loyola University New Orleans',
 'Lu Ross Academy',
 'Lubbock Christian University',
 'Luckes Beauty Academy LLC',
 'Luna Community College',
 'Lurleen B Wallace Community College',
 'Luther College',
 'Luther Rice College & Seminary',
 'Luther Seminary',
 'Lutheran School of Nursing',
 'Lutheran School of Theology at Chicago',
 'Luzerne County Community College',
 'Lycoming College',
 "Lyle's College of  Beauty",
 "Lyle's College of Beauty",
 'Lynn University',
 'Lynnes Welding Training',
 'Lynnes Welding Training-Bismarck',
 'Lyon College',
 'Lytles Redwood Empire Beauty College',
 'M J Murphy Beauty College of Mount Pleasant',
 'M State - Detroit Lakes Campus',
 'M State - Moorhead Campus',
 'M State - Wadena Campus',
 'M T Training Center',
 'M-DCPS The English Center',
 'Macalester College',
 'Machzikei Hadath Rabbinical College',
 'Macomb Community College',
 'Madera Community College',
 'Madison Adult Career Center',
 'Madison Area Technical College',
 'Madison Oneida BOCES-Practical Nursing Program',
 'Madisonville Community College',
 'Madonna University',
 'Magdalen College',
 'Maharishi International University',
 'Mahoning County Career and Technical Center',
 'Maine College of Art & Design',
 'Maine College of Health Professions',
 'Maine Maritime Academy',
 'Maine Media College',
 'MAK Beauty Institute',
 'MAK Beauty Institute - Duluth',
 'Makana Esthetics Wellness Academy',
 'Make-up Designory',
 'Malone University',
 'Manatee Technical College',
 'Manchester Community College',
 'Manchester Community College',
 'Manchester University',
 'Mandalyn Academy',
 'Mandl School-The College of Allied Health',
 'Manhattan Area Technical College',
 'Manhattan Christian College',
 'Manhattan College',
 'Manhattan School of Computer Technology',
 'Manhattan School of Music',
 'Manhattanville College',
 'Manna University',
 'Manor College',
 'Mansfield University of Pennsylvania',
 "Manuel and Theresa's School of Hair Design",
 "Manuel and Theresa's School of Hair Design-Bryan",
 "Manuel and Theresa's School of Hair Design-Victoria",
 'Maple Springs Baptist Bible College and Seminary',
 'Maranatha Baptist University',
 'Margaret H Rollins School of Nursing at Beebe Medical Center',
 'Maria College of Albany',
 'Marian Health Careers Center-Los Angeles Campus',
 'Marian Health Careers Center-Van Nuys Campus',
 'Marian University',
 'Marian University',
 'Mariano Moreno Culinary Institute',
 'Marietta College',
 'Marion Military Institute',
 'Marion S Whelan School of Nursing of Geneva General Hospital',
 'Marion Technical College',
 'Marion Technical College',
 'Marist College',
 'Marketti Academy of Cosmetology',
 'Marquette University',
 'Mars Hill University',
 'Marshall B Ketchum University',
 'Marshall University',
 'Marshalltown Community College',
 'Martin Community College',
 'Martin Luther College',
 'Martin University',
 'Martinsburg College',
 'Mary Baldwin University',
 'Maryland Beauty Academy of Essex',
 'Maryland Institute College of Art',
 'Maryland University of Integrative Health',
 'Marymount California University',
 'Marymount Manhattan College',
 'Marymount University',
 'Maryville College',
 'Maryville University of Saint Louis',
 'Marywood University',
 'Mason Anthony School of Cosmetology Arts & Sciences',
 'Massachusetts Bay Community College',
 'Massachusetts College of Art and Design',
 'Massachusetts College of Liberal Arts',
 'Massachusetts Institute of Technology',
 'Massachusetts Maritime Academy',
 'Massachusetts School of Barbering',
 'Massachusetts School of Law',
 'Massage Institute of Memphis',
 'Massasoit Community College',
 "Master's Barber & Styling College",
 'Mauna Loa Helicopters',
 'Mayfield College',
 'Mayland Community College',
 'Maynard A. Traviss Technical College - Central Florida Aerospace Academy',
 'Mayo Clinic College of Medicine and Science',
 'Mayo Clinic College of Medicine and Science - Arizona',
 'Mayo Clinic College of Medicine and Science - Florida',
 'Maysville Community and Technical College',
 'Mayville State University',
 'McCormick Theological Seminary',
 'McDaniel College',
 'McDougle Technical  Institute',
 'McDowell Technical Community College',
 'McHenry County College',
 'MCI',
 'McKendree University',
 'McLennan Community College',
 'McMurry University',
 'McNeese State University',
 'McPherson College',
 'MCPHS University',
 'MCVSD',
 'MDT College of Health Sciences',
 'Meadville Theological School of Lombard College',
 'Mech-Tech College',
 "Mechon L'hoyroa",
 'Med Academy',
 'Medaille University',
 'MediaTech Institute-Dallas',
 'MediaTech Institute-Houston',
 'Medical Allied Career Center',
 'Medical Career & Technical College',
 'Medical Career College of Northern California',
 'Medical Career Institute',
 'Medical College of Wisconsin',
 'Medical Institute of Palm Beach',
 'Medical Training College',
 'Medical University of South Carolina',
 'Medina County Career Center',
 'MedQuest College',
 'Medspa Academies',
 'Medspa Academies-National Institute of Modern Aesthetics',
 'Meharry Medical College',
 'Mei Barber School',
 'Memorial Hospital School of Radiation Therapy Technology',
 'Memphis Theological Seminary',
 'Mendocino College',
 'Menlo College',
 'Merced College',
 'Mercer County Career Center',
 'Mercer County Community College',
 'Mercer County Technical Education Center',
 'Mercer University',
 'Mercy College',
 'Mercy College of Health Sciences',
 'Mercy College of Ohio',
 'Mercy Hospital School of Practical Nursing',
 "Mercy-St Luke's School of Radiologic Technology",
 'Mercyhurst Municipal Police Training Academy',
 'Mercyhurst University',
 'Meredith College',
 'Meridian College',
 'Meridian Community College',
 'Meridian Institute of Surgical Assisting',
 'Meridian Technology Center',
 'Meridian University',
 'Merkaz Bnos-Business School',
 'Merrimack College',
 'Merritt College',
 'Merryfield School of Pet Grooming',
 "Meryma'at Barber College",
 'Mesa Community College',
 'Mesabi Range College',
 'Mesalands Community College',
 'Mesivta of Eastern Parkway-Yeshiva Zichron Meilech',
 'Mesivta Torah Vodaath Rabbinical Seminary',
 'Mesivtha Tifereth Jerusalem of America',
 'Messenger College',
 'Messiah University',
 'Methodist College',
 'Methodist Theological School in Ohio',
 'Methodist University',
 'Metro Beauty Academy',
 'Metro Detroit Barber College',
 'Metro Technology Centers',
 'Metropolitan College of New York',
 'Metropolitan Community College Area',
 'Metropolitan Community College-Kansas City',
 'Metropolitan Learning Institute',
 'Metropolitan State University',
 'Metropolitan State University of Denver',
 'MGH Institute of Health Professions',
 'Miami Ad School',
 'Miami Ad School-Atlanta',
 'Miami Ad School-New York',
 'Miami Ad School-San Francisco',
 'Miami Dade College',
 'Miami International University of Art & Design-Art Institute Dallas',
 'Miami Lakes Educational Center and Technical College',
 'Miami Lakes Educational Center and Technical College -',
 'Miami Media School',
 'Miami Regional University',
 'Miami University-Hamilton',
 'Miami University-Middletown',
 'Miami University-Oxford',
 'Miami Valley Career Technology Center',
 'MIAT College of Technology',
 "Michael's Barber & Hair Stylist Academy",
 "Michael's School of Hair Design & Esthetics",
 'Michigan Career and Technical Institute',
 'Michigan College of Beauty-Monroe',
 'Michigan College of Beauty-Troy',
 'Michigan School of Psychology',
 'Michigan State University',
 'Michigan Technological University',
 'Mid Cities Barber College',
 'Mid Michigan College',
 'Mid-America Christian University',
 'Mid-America College of Funeral Service',
 'Mid-America Technology Center',
 'Mid-Atlantic Christian University',
 'Mid-Del Technology Center',
 'Mid-EastCTC-Adult Education',
 'Mid-Plains Community College',
 'Mid-South Christian College',
 'Mid-State Technical College',
 'MidAmerica Nazarene University',
 'Middle Georgia State University',
 'Middle Tennessee School of Anesthesia Inc',
 'Middle Tennessee State University',
 'Middlebury College',
 'Middlebury Institute of International Studies at Monterey',
 'Middlesex College',
 'Middlesex Community College',
 'Middlesex Community College',
 'Midfield Institute of Cosmetology',
 'Midland College',
 'Midland University',
 'Midlands Technical College',
 'Midway Paris Beauty School',
 'Midway University',
 'Midwest Barber College',
 'Midwest College of Oriental Medicine-Racine',
 'Midwest College of Oriental Medicine-Skokie',
 'Midwest Institute',
 'Midwest Technical Institute-Illinois',
 'Midwest Technical Institute-Missouri',
 'Midwestern Baptist Theological Seminary',
 'Midwestern Career College',
 'Midwestern State University',
 'Midwestern University-Downers Grove',
 'Midwestern University-Glendale',
 'Midwives College of Utah',
 'Mifflin County Academy of Science and Technology',
 'Milan Institute of Cosmetology-El Paso',
 'Milan Institute of Cosmetology-La Quinta',
 'Milan Institute of Cosmetology-Reno',
 'Milan Institute of Cosmetology-San Antonio Military',
 'Milan Institute of Cosmetology-Vacaville',
 'Milan Institute-Amarillo',
 'Milan Institute-Bakersfield',
 'Milan Institute-Boise',
 'Milan Institute-Clovis',
 'Milan Institute-Las Vegas',
 'Milan Institute-Merced',
 'Milan Institute-Palm Desert',
 'Milan Institute-San Antonio Ingram',
 'Milan Institute-Sparks',
 'Milan Institute-Visalia',
 'Mildred Elley School-Albany Campus',
 'Mildred Elley-New York Campus',
 'Mildred Elley-Pittsfield Campus',
 'Miles College',
 'Miles Community College',
 'Millennia Atlantic University',
 'Millennium Training Institute',
 'Miller-Motte College-Arizona Automotive Institute',
 'Miller-Motte College-Augusta',
 'Miller-Motte College-Berks Technical Institute',
 'Miller-Motte College-Charleston',
 'Miller-Motte College-Chattanooga',
 'Miller-Motte College-Chattanooga 2',
 'Miller-Motte College-Columbus',
 'Miller-Motte College-Conway',
 'Miller-Motte College-Edge Tech Academy',
 'Miller-Motte College-Fayetteville',
 'Miller-Motte College-Jacksonville',
 'Miller-Motte College-Macon',
 'Miller-Motte College-McCann-Allentown',
 'Miller-Motte College-McCann-Lewisburg',
 'Miller-Motte College-McCann-Monroe',
 'Miller-Motte College-Raleigh',
 'Miller-Motte College-STVT-Corpus Christi',
 'Miller-Motte College-STVT-McAllen',
 'Miller-Motte College-STVT-San Antonio',
 'Miller-Motte College-Tulsa',
 'Miller-Motte College-Wilmington',
 'Millersville University of Pennsylvania',
 'Milligan University',
 'Millikin University',
 'Mills College at Northeastern University',
 'Millsaps College',
 'Milwaukee Area Technical College',
 'Milwaukee Career College',
 'Milwaukee Institute of Art & Design',
 'Milwaukee School of Engineering',
 'Mind Body Institute',
 'Mineral Area College',
 'Mineral County Vocational Technical Center',
 'Minerva University',
 'Mingo Extended Learning Center',
 'Minneapolis College of Art and Design',
 'Minneapolis Community and Technical College',
 'Minnesota North College',
 'Minnesota North College - Itasca',
 'Minnesota North College - Mesabi Range Virginia',
 'Minnesota North College - Rainy River',
 'Minnesota North College - Vermilion',
 'Minnesota School of Cosmetology-Woodbury Campus',
 'Minnesota State College Southeast',
 'Minnesota State CollegeSoutheast-Red Wing Campus',
 'Minnesota State Community and Technical College',
 'Minnesota State University Moorhead',
 'Minnesota State University-Mankato',
 'Minnesota West Community and Technical College',
 'Minot State University',
 'MiraCosta College',
 'MiraCosta College - San Elijo Campus',
 'Mirrer Yeshiva Cent Institute',
 'Misericordia University',
 'Missio Theological Seminary',
 'Mission Beauty Institute',
 'Mission College',
 'Mississippi College',
 'Mississippi Delta Community College',
 'Mississippi Gulf Coast Community College',
 'Mississippi Institute of Aesthetics Nails & Cosmetology',
 'Mississippi State University',
 'Mississippi University for Women',
 'Mississippi Valley State University',
 'Missouri Baptist University',
 'Missouri College of Cosmetology and Esthetics',
 'Missouri College of Cosmetology North',
 'Missouri Southern State University',
 'Missouri State University-Springfield',
 'Missouri State University-West Plains',
 'Missouri University of Science and Technology',
 'Missouri Valley College',
 'Missouri Western State University',
 'Mitchell College',
 'Mitchell Community College',
 'Mitchell Hamline School of Law',
 'Mitchell Technical College',
 'Mitchells Academy',
 'Mitchells Academy',
 'Mitsu Sato Hair Academy',
 'MIXED Institute of Cosmetology & Barber',
 'Moberly Area Community College',
 'Mobile Technical Training',
 'Model College of Hair Design',
 'Modern Beauty Academy',
 'Modern Hairstyling Institute-Arecibo',
 'Modern Hairstyling Institute-Bayamon',
 'Modern Hairstyling Institute-Carolina',
 'Modern Technology School',
 'Modern Welding School',
 'Modesto Junior College',
 'Mohave Community College',
 'Mohawk Valley Community College',
 'Moler Barber College',
 'Moler Hollywood Beauty Academy',
 'Moler-Pickens Beauty Academy',
 'Molloy College',
 'Monmouth College',
 'Monmouth University',
 'Monmouth University -  Monmouth Park Corporate Center',
 'Monongalia County Technical Education Center',
 'Monroe 2 Orleans BOCES-Center for Workforce Development',
 'Monroe College',
 'Monroe Community College',
 'Monroe County Community College',
 'Montana Academy of Salons',
 'Montana Barber Institute',
 'Montana Bible College',
 'Montana State University',
 'Montana State University Billings',
 'Montana State University-Northern',
 'Montana Technological University',
 'Montcalm Community College',
 'Montclair State University',
 'Montefiore School of Nursing',
 'Monterey Peninsula College',
 'Montessori Education Center of the Rockies',
 'Montgomery Beauty School',
 'Montgomery College',
 'Montgomery Community College',
 'Montgomery County Community College',
 'Montreat College',
 'Montserrat College of Art',
 'Monty Tech',
 'Moody Bible Institute',
 'Moody Bible Institute - Spokane',
 'Moody Theological Seminary and Graduate School--Michigan',
 'Moore Career College',
 'Moore College of Art and Design',
 'Moore Norman Technology Center',
 'Moorpark College',
 'Moraine Park Technical College',
 'Moraine Valley Community College',
 'Moravian University',
 'More Tech Institute',
 'Morehead State University',
 'Morehouse College',
 'Morehouse School of Medicine',
 'Moreno Valley College',
 'Morgan Community College',
 'Morgan State University',
 'Morgantown Beauty College Inc',
 'Morningside University',
 'Morris College',
 'Morris County Vocational School District',
 'Morrison Institute of Technology',
 'Morton College',
 'Motion Picture Institute',
 'Motlow State Community College',
 'Motoring Technical Training Institute',
 'MotoRing Technical Training Institute',
 'Mott Community College',
 'Mount Aloysius College',
 'Mount Angel Seminary',
 'Mount Carmel College of Nursing',
 'Mount Carmel College of Nursing - Fairfield',
 'Mount Holyoke College',
 'Mount Marty University',
 'Mount Mary University',
 'Mount Mercy University',
 'Mount Saint Joseph University',
 'Mount Saint Mary College',
 "Mount Saint Mary's University",
 "Mount Saint Mary's University - Doheny Campus",
 "Mount St. Mary's University",
 'Mount Vernon Nazarene University',
 'Mount Wachusett Community College',
 'Mountain Empire Community College',
 'Mountain Gateway Community College',
 'Mountain State College',
 'Mountain State School of Massage',
 'Mountainland Technical College',
 'Mountwest Community and Technical College',
 "Mr Leon's School of Hair Design-Moscow",
 "Mr Wayne's School of Unisex Hair Design",
 'Ms Roberts Academy of Beauty Culture',
 'Mt Hood Community College',
 'Mt San Antonio College',
 'Mt San Jacinto Community College District',
 'Mt. Diablo Adult Education-Mt. Diablo USD',
 'MTI College',
 'Muhlenberg College',
 'Multnomah University',
 'Murray State College',
 'Murray State University',
 'Musicians Institute',
 'Muskegon Community College',
 'Muskingum University',
 'My Beauty & Barber College',
 "My Le's Beauty College",
 "My Le's Beauty College",
 'MyComputerCareer at Columbus',
 'MyComputerCareer at Indianapolis',
 'MyComputerCareer at Raleigh',
 'Myotherapy Institute',
 'Myotherapy Massage College',
 'MyrAngel Beauty Institute',
 'Mystros Barber Academy',
 'Napa Valley College',
 'Naropa University',
 'NASCAR Technical Institute',
 'Nash Community College',
 'Nashotah House',
 'Nashua Community College',
 'Nashville Film Institute',
 'Nashville State Community College',
 'Nassau Community College',
 'Nathan Layne Institute of Cosmetology',
 'National American University-Ellsworth',
 'National American University-Kings Bay',
 'National American University-Rapid City',
 'National Aviation Academy of New England',
 'National Aviation Academy of Tampa Bay',
 'National Beauty College',
 'National Career College',
 'National Career Education',
 'National Career Institute',
 'National Conservatory of Dramatic Arts',
 'National Holistic Institute',
 'National Institute for Medical Assistant Advancement (NIMAA)',
 'National Latino Education Institute',
 'National Louis University',
 'National Paralegal College',
 'National Park College',
 'National Personal Training Institute',
 'National Personal Training Institute-Tampa',
 'National Polytechnic College',
 'National Tractor Trailer School Inc-Buffalo',
 'National Tractor Trailer School Inc-Liverpool',
 'National University',
 'National University of Health Sciences',
 'National University of Natural Medicine',
 'Natural Images Beauty College',
 'Naugatuck Valley Community College',
 'Navajo Technical University',
 'Naval Postgraduate School',
 'Navarro College',
 'Nazarene Bible College',
 'Nazarene Theological Seminary',
 'Nazareth College',
 'Nebraska College of Technical Agriculture',
 'Nebraska Indian Community College',
 'Nebraska Methodist College of Nursing & Allied Health',
 'Nebraska Wesleyan University',
 "Neecee's Barber College",
 'Neighborhood Playhouse School of the Theater',
 'Neo-Esthetique European Institute',
 'Neosho Beauty College',
 'Neosho County Community College',
 'Ner Israel Rabbinical College',
 'Networks Barber College',
 'Networks Barber College',
 'Networks Barber College',
 'Neumann University',
 'Neumont College of Computer Science',
 'Nevada Career Institute',
 'Nevada State College',
 'New Age Training',
 'New Beginning College of Cosmetology',
 'New Beginnings Beauty Academy',
 'New Brunswick Theological Seminary',
 'New Castle School of Trades',
 'New Castle School of Trades',
 'New Castle School of Trades - East Liverpool Campus',
 'New College of Florida',
 'New Community Career & Technical Institute',
 'New Concept Massage and Beauty School',
 'New Dimensions School of Hair Design',
 'New England College',
 'New England College of Optometry',
 'New England Hair Academy',
 'New England Institute of Technology',
 'New England Law-Boston',
 'New England School of Hair Design',
 'New England Tractor Trailer Training School of Connecticut',
 'New England Tractor Trailer Training School of CT-Bridgeport',
 'New England Tractor Trailer Training School of Massachusetts',
 'New England Tractor Trailer Training School of Rhode Island',
 'New Hampshire Institute for Therapeutic Arts',
 'New Hampshire Institute for Therapeutic Arts',
 'New Hope Christian College-Eugene',
 'New Jersey City University',
 'New Jersey Institute of Technology',
 'New Mexico Highlands University',
 'New Mexico Institute of Mining and Technology',
 'New Mexico Junior College',
 'New Mexico Military Institute',
 'New Mexico State University-Alamogordo',
 'New Mexico State University-Dona Ana',
 'New Mexico State University-Grants',
 'New Mexico State University-Main Campus',
 'New Orleans Baptist Theological Seminary',
 'New Professions Technical Institute',
 'New River Community and Technical College',
 'New River Community College',
 'New Saint Andrews College',
 'New Tyler Barber College Inc',
 'New York Academy of Art',
 'New York Automotive and Diesel Institute',
 'New York College of Health Professions',
 'New York College of Podiatric Medicine',
 'New York College of Traditional Chinese Medicine',
 'New York Conservatory for Dramatic Arts',
 'New York Film Academy',
 'New York Institute of Beauty',
 'New York Institute of Massage Inc',
 'New York Institute of Technology',
 'New York Law School',
 'New York Medical Career Training Center',
 'New York Medical College',
 'New York School for Medical and Dental Assistants',
 'New York School of Esthetics & Day Spa',
 'New York School of Interior Design',
 'New York Seminary',
 'New York Theological Seminary',
 'New York University',
 'Newberry College',
 'Newman University',
 'Newschool of Architecture and Design',
 "NHTI-Concord's Community College",
 'Niagara County Community College',
 'Niagara University',
 'Nicholls State University',
 'Nichols College',
 'Nicolet Area Technical College',
 'Nightingale College',
 'No Grease Barber School',
 'Norco College',
 'Norfolk State University',
 'Normandale Community College',
 "North Adrian's College of Beauty Inc",
 'North American Trade Schools',
 'North American University',
 'North Arkansas College',
 'North Bennet Street School',
 'North Carolina A & T State University',
 'North Carolina Central University',
 'North Carolina State University at Raleigh',
 'North Carolina Wesleyan University',
 'North Central College',
 'North Central Institute',
 'North Central Kansas Technical College',
 'North Central Michigan College',
 'North Central Missouri College',
 'North Central State College',
 'North Central Texas College',
 'North Central University',
 'North Country Community College',
 'North Dakota State College of Science',
 'North Dakota State University-Main Campus',
 'North Florida College',
 'North Florida Cosmetology Institute',
 'North Florida Technical College',
 'North Georgia Technical College',
 'North Greenville University',
 'North Hennepin Community College',
 'North Idaho College',
 'North Iowa Area Community College',
 'North Park University',
 'North Seattle College',
 'North Shore Community College',
 'North-West College-Anaheim',
 'North-West College-Glendale',
 'North-West College-Long Beach',
 'North-West College-Pomona',
 'North-West College-Riverside',
 'North-West College-San Diego',
 'North-West College-Van Nuys',
 'North-West College-West Covina',
 'Northampton County Area Community College',
 'Northampton County Area Community College-Monroe',
 'Northcentral Technical College',
 'Northcentral University',
 'Northcoast Medical Training Academy',
 'Northeast Alabama Community College',
 'Northeast College of Health Sciences',
 'Northeast Community College',
 'Northeast Iowa Community College',
 'Northeast Lakeview College',
 'Northeast Mississippi Community College',
 'Northeast Ohio Medical University',
 'Northeast State Community College',
 'Northeast Technical Institute',
 'Northeast Technology Center',
 'Northeast Texas Community College',
 'Northeast Wisconsin Technical College',
 'Northeastern Illinois University',
 'Northeastern Junior College',
 'Northeastern Oklahoma A&M College',
 'Northeastern Seminary',
 'Northeastern State University',
 'Northeastern Technical College',
 'Northeastern University',
 'Northeastern University Professional Programs',
 'Northern Arizona University',
 'Northern Baptist Theological Seminary',
 'Northern Career Institute',
 'Northern Essex Community College',
 'Northern Illinois University',
 'Northern Institute of Cosmetology',
 'Northern Kentucky University',
 'Northern Maine Community College',
 'Northern Marianas College',
 'Northern Michigan University',
 'Northern New Mexico College',
 'Northern Oklahoma College',
 'Northern Pennsylvania Regional College',
 'Northern State University',
 'Northern Technical College',
 'Northern Tier Career Center',
 'Northern Vermont University',
 'Northern Vermont University - Lyndon',
 'Northern Virginia Community College',
 'Northern Virginia School of Therapeutic Massage',
 'Northern Wyoming Community College District',
 'Northland College',
 'Northland Community and Technical College',
 'Northland Community and Technical College - East Grand Forks',
 'Northland Pioneer College',
 'Northpoint Bible College',
 'Northshore Technical Community College',
 'NorthShore University HealthSystem School of Nurse Anesthesia',
 'NorthWest Arkansas Community College',
 'Northwest Career College',
 'Northwest College',
 'Northwest College of Art & Design',
 'Northwest College-Beaverton',
 'Northwest College-Clackamas',
 'Northwest College-Eugene',
 'Northwest College-Hillsboro',
 'Northwest College-Medford',
 'Northwest College-Tualatin',
 'Northwest Educational Center',
 'Northwest Florida State College',
 'Northwest HVAC/R Training Center',
 'Northwest Indian College',
 'Northwest Iowa Community College',
 'Northwest Kansas Technical College',
 'Northwest Louisiana Technical Community College',
 'Northwest Mississippi Community College',
 'Northwest Missouri State University',
 'Northwest Nazarene University',
 'Northwest School of Wooden Boat Building',
 'Northwest State Community College',
 'Northwest Technical College',
 'Northwest Technical Institute',
 'Northwest Technology Center-Alva',
 'Northwest Technology Center-Fairview',
 'Northwest University',
 'Northwest University-Center for Online and Extended Education',
 'Northwest Vista College',
 'Northwest-Shoals Community College',
 'Northwestern College',
 'Northwestern College',
 'Northwestern Connecticut Community College',
 'Northwestern Health Sciences University',
 'Northwestern Michigan College',
 'Northwestern Oklahoma State University',
 'Northwestern State University of Louisiana',
 'Northwestern Technological Institute',
 'Northwestern University',
 'Northwood Technical College',
 'Northwood University',
 'Norwalk Community College',
 'Norwich University',
 'Nossi College of Art',
 'Notre Dame College',
 'Notre Dame de Namur University',
 'Notre Dame of Maryland University',
 'Nouvelle Institute',
 'Nova Academy of Cosmetology',
 'Nova College de Puerto Rico',
 'Nova Southeastern University',
 'NTMA Training Centers of Southern California',
 'NUC University',
 'NUC University - Arecibo',
 'NUC University - Caguas',
 'NUC University - Florida Technical College - Cutler Bay',
 'NUC University - Florida Technical College - Deland',
 'NUC University - Florida Technical College - Kissimmee',
 'NUC University - Florida Technical College - Lakeland',
 'NUC University - Florida Technical College - Orlando',
 'NUC University - Florida Technical College - Pembroke Pines',
 'NUC University - Florida Technical College - Tampa',
 'NUC University - IBC Technical Division - Aguadilla',
 'NUC University - IBC Technical Division - Arecibo',
 'NUC University - IBC Technical Division - Bayamon',
 'NUC University - IBC Technical Division - Caguas',
 'NUC University - IBC Technical Division - Escorial',
 'NUC University - IBC Technical Division - Fajardo',
 'NUC University - IBC Technical Division - Guayama',
 'NUC University - IBC Technical Division - Los Colobos',
 'NUC University - IBC Technical Division - Manati',
 'NUC University - IBC Technical Division - Mayaguez',
 'NUC University - IBC Technical Division - Moca',
 'NUC University - IBC Technical Division - Ponce',
 'NUC University - IBC Technical Division - Yauco',
 'NUC University - Mayaguez',
 'NUC University - Ponce',
 'NUC University - Rio Grande',
 'NUC University - South Florida',
 'Nueta Hidatsa Sahnish College',
 'Nunez Community College',
 'Nuvani Institute',
 'Nuvani Institute',
 'Nuvani Institute-Del Rio',
 'Nuvani Institute-South Campus',
 'Nuvani Institute-Uvalde',
 'Nuvo College of Cosmetology',
 'NYSMedical&Dental Assistants - American Institute of Clinical Massage',
 'O C Collins Career Center',
 "O'Briens Aveda Institute",
 'Oak Hills Christian College',
 'Oak Point University',
 'Oak Valley College',
 'Oakland City University',
 'Oakland Community College',
 'Oakland University',
 'Oakton Community College',
 'Oakwood University',
 'Oberlin College',
 'Oblate School of Theology',
 'Occidental College',
 'Ocean Corporation',
 'Ocean County College',
 'Ocean County Vocational-Technical School',
 'Oconee Fall Line Technical College',
 'Odessa College',
 'Oehrlein School of Cosmetology',
 'Ogden-Weber Technical College',
 'Ogeechee Technical College',
 'Oglala Lakota College',
 'Ogle School Hair Skin Nails-Arlington',
 'Ogle School Hair Skin Nails-Dallas',
 'Ogle School Hair Skin Nails-Denton',
 'Ogle School Hair Skin Nails-Ft Worth',
 'Ogle School Hair Skin Nails-Hurst',
 'Ogle School Hair Skin Nails-North Dallas',
 'Ogle School Hair Skin Nails-San Antonio',
 'Ogle School Hair Skin Nails-Stafford',
 'Ogle School Hair Skin Nails-Willowbrook',
 'Oglethorpe University',
 'Ohel Margulia Seminary',
 'Ohio Business College-Dayton-Driving Academy',
 'Ohio Business College-Sandusky',
 'Ohio Business College-Sheffield',
 'Ohio Christian University',
 'Ohio Dominican University',
 'Ohio Institute of Allied Health',
 'Ohio Media School-Cincinnati',
 'Ohio Media School-Columbus',
 'Ohio Media School-Valley View',
 'Ohio Medical Career College',
 'Ohio Northern University',
 'Ohio State Beauty Academy',
 'Ohio State College of Barber Styling',
 'Ohio State School of Cosmetology-Canal Winchester',
 'Ohio State School of Cosmetology-Heath',
 'Ohio State University Agricultural Technical Institute',
 'Ohio State University-Lima Campus',
 'Ohio State University-Main Campus',
 'Ohio State University-Mansfield Campus',
 'Ohio State University-Marion Campus',
 'Ohio State University-Newark Campus',
 'Ohio Technical College',
 'Ohio University-Chillicothe Campus',
 'Ohio University-Eastern Campus',
 'Ohio University-Lancaster Campus',
 'Ohio University-Main Campus',
 'Ohio University-Southern Campus',
 'Ohio University-Zanesville Campus',
 'Ohio Wesleyan University',
 'Ohlone College',
 'Ohr Hameir Theological Seminary',
 'Okaloosa Technical College',
 'Oklahoma Baptist University',
 'Oklahoma Christian University',
 'Oklahoma City Community College',
 'Oklahoma City University',
 'Oklahoma Panhandle State University',
 'Oklahoma State University Center for Health Sciences',
 'Oklahoma State University Institute of Technology',
 'Oklahoma State University-Main Campus',
 'Oklahoma State University-Oklahoma City',
 'Oklahoma Technical College',
 'Oklahoma Wesleyan University',
 'Old Dominion University',
 'Old Town Barber College - KC',
 'Old Town Barber College-Wichita',
 'Oliver Finley Academy of Cosmetology',
 'Olivet College',
 'Olivet Nazarene University',
 'Olney Central College',
 'Olympian Academy of Cosmetology',
 'Olympic College',
 'Omega Graduate School',
 'Omega Institute of Cosmetology',
 "Omega Studios' School of Applied Recording Arts & Sciences",
 'Omnitech Institute',
 'Onondaga Community College',
 'Onondaga Cortland Madison BOCES',
 'Opelousas School of Cosmetology',
 'Oral Roberts University',
 'Orange Coast College',
 'Orange County Community College',
 'Orange Technical College',
 'Orange Technical College-East Campus',
 'Orange Technical College-Mid Florida Campus',
 'Orange Technical College-Westside Campus',
 'Orange Ulster BOCES-Practical Nursing Program',
 'Orangeburg Calhoun Technical College',
 'Oregon Coast Community College',
 'Oregon College of Oriental Medicine',
 'Oregon Health & Science University',
 'Oregon Institute of Technology',
 'Oregon State University',
 'Oregon State University-Cascades Campus',
 'Orion Institute',
 'Orion Technical College',
 'Orleans Niagara BOCES-Practical Nursing Program',
 'Orleans Technical College',
 'Orlo School of Hair Design and Cosmetology',
 'Osceola Technical College',
 'Osceola Technical College - Poinciana Campus',
 'Osceola Technical College - St. Cloud Campus',
 'Otero College',
 'Otero College - La Junta High School',
 'Otis College of Art and Design',
 'Otsego Area BOCES-Practical Nursing Program',
 'Ottawa University-Kansas City',
 'Ottawa University-Milwaukee',
 'Ottawa University-Online',
 'Ottawa University-Ottawa',
 'Ottawa University-Phoenix',
 'Ottawa University-Surprise',
 'Otterbein University',
 'Ouachita Baptist University',
 'Our Lady of the Lake University',
 'Owens Community College',
 'Owensboro Community and Technical College',
 'Oxford Academy of Hair Design Inc',
 'Oxnard College',
 'Ozark Christian College',
 'Ozarka College',
 'Ozarks Technical Community College',
 'P B Cosmetology Education Center',
 'P C Age-Jersey City',
 'P&A Scholars Beauty School',
 'Pace University',
 'Pacific Bible College',
 'Pacific College',
 'Pacific College of Health and Science',
 'Pacific College of Health and Science',
 'Pacific College of Health and Science',
 'Pacific Islands University',
 'Pacific Lutheran University',
 'Pacific Northwest Christian College',
 'Pacific Northwest College of Art',
 'Pacific Northwest University of Health Sciences',
 'Pacific Oaks College',
 'Pacific Rim Christian University',
 'Pacific School of Religion',
 'Pacific States University',
 'Pacific Union College',
 'Pacific University',
 'Pacifica Graduate Institute',
 'Paier College',
 'Paine College',
 'Palau Community College',
 'Palladium Technical Academy Inc',
 'Palm Beach Academy of Health & Beauty',
 'Palm Beach Atlantic University',
 'Palm Beach State College',
 'Palmer College of Chiropractic',
 'Palo Alto College',
 'Palo Alto University',
 'Palo Verde College',
 'Palomar College',
 'Palomar Institute of Cosmetology',
 'Pamlico Community College',
 'Panache Academy of Beauty',
 'Panola College',
 'Paradise Valley Community College',
 'Paramount Beauty Academy',
 'Pardee RAND Graduate School',
 'Paris Junior College',
 'Parisian Beauty School',
 'Parisian Spa Institute',
 'Park Place Premier Barber School',
 'Park University',
 'Parker University',
 'Parkland College',
 'Paroba College of Cosmetology',
 'Pasadena City College',
 'Pasco-Hernando State College',
 'Passaic County Community College',
 'Pat Goins Benton Road Beauty School',
 'Pathway Vocational Academy',
 'Pathways College',
 'Patrick & Henry Community College',
 'Patrick Henry College',
 'Paul D Camp Community College',
 'Paul Mitchell The School Tinley Park',
 'Paul Mitchell the School-Albuquerque',
 'Paul Mitchell the School-Arkansas',
 'Paul Mitchell the School-Arlington',
 'Paul Mitchell the School-Atlanta',
 'Paul Mitchell the School-Austin',
 'Paul Mitchell the School-Baton Rouge',
 'Paul Mitchell the School-Birmingham',
 'Paul Mitchell the School-Boise',
 'Paul Mitchell the School-Charleston',
 'Paul Mitchell the School-Chicago',
 'Paul Mitchell the School-Cincinnati',
 'Paul Mitchell the School-Clear Lake',
 'Paul Mitchell the School-Cleveland',
 'Paul Mitchell the School-Colorado Springs',
 'Paul Mitchell the School-Columbia',
 'Paul Mitchell the School-Columbus',
 'Paul Mitchell the School-Costa Mesa',
 'Paul Mitchell the School-Dallas',
 'Paul Mitchell the School-Delaware',
 'Paul Mitchell the School-Denver',
 'Paul Mitchell the School-East Bay',
 'Paul Mitchell the School-Esani',
 'Paul Mitchell the School-Farmington Hills',
 'Paul Mitchell the School-Fayetteville',
 'Paul Mitchell the School-Fort Lauderdale',
 'Paul Mitchell the School-Fort Myers',
 'Paul Mitchell the School-Fresno',
 'Paul Mitchell the School-Gastonia',
 'Paul Mitchell the School-Grand Rapids',
 'Paul Mitchell the School-Great Lakes',
 'Paul Mitchell the School-Greenville',
 'Paul Mitchell the School-Honolulu',
 'Paul Mitchell the School-Houston',
 'Paul Mitchell the School-Huntsville',
 'Paul Mitchell the School-Indianapolis',
 'Paul Mitchell the School-Jacksonville',
 'Paul Mitchell the School-Jersey Shore',
 'Paul Mitchell the School-Jessup',
 'Paul Mitchell the School-Knoxville',
 'Paul Mitchell the School-Las Vegas',
 'Paul Mitchell the School-Lexington',
 'Paul Mitchell the School-Little Rock',
 'Paul Mitchell the School-Logan',
 'Paul Mitchell the School-Lombard',
 'Paul Mitchell the School-Louisville',
 'Paul Mitchell the School-Madison',
 'Paul Mitchell the School-Memphis',
 'Paul Mitchell the School-Merrillville',
 'Paul Mitchell the School-Miami',
 'Paul Mitchell the School-Michigan',
 'Paul Mitchell the School-Milwaukee',
 'Paul Mitchell the School-Missouri Columbia',
 'Paul Mitchell the School-Modesto',
 'Paul Mitchell the School-Murfreesboro',
 'Paul Mitchell the School-Murfreesboro-Nashville',
 'Paul Mitchell the School-Nampa',
 'Paul Mitchell the School-New Orleans',
 'Paul Mitchell the School-Normal',
 'Paul Mitchell the School-North Haven',
 'Paul Mitchell the School-North Tahoe',
 'Paul Mitchell the School-NYC',
 'Paul Mitchell the School-Ogden',
 'Paul Mitchell the School-Orlando',
 'Paul Mitchell the School-Overland Park',
 'Paul Mitchell the School-Pasadena',
 'Paul Mitchell the School-Phoenix',
 'Paul Mitchell the School-Portsmouth',
 'Paul Mitchell the School-Provo',
 'Paul Mitchell the School-Raleigh',
 'Paul Mitchell the School-Rapid City',
 'Paul Mitchell the School-Reno',
 'Paul Mitchell the School-Rexburg',
 'Paul Mitchell the School-Rhode Island',
 'Paul Mitchell the School-Richland',
 'Paul Mitchell the School-Roanoke',
 'Paul Mitchell the School-Sacramento',
 'Paul Mitchell the School-Salt Lake City',
 'Paul Mitchell the School-San Antonio',
 'Paul Mitchell the School-San Diego',
 'Paul Mitchell the School-San Jose',
 'Paul Mitchell the School-Schenectady',
 'Paul Mitchell the School-Sherman Oaks',
 'Paul Mitchell the School-Spokane',
 'Paul Mitchell the School-Springfield',
 'Paul Mitchell the School-St Louis',
 'Paul Mitchell the School-St. George',
 'Paul Mitchell the School-Tampa',
 'Paul Mitchell the School-Temecula',
 'Paul Mitchell the School-Toledo',
 'Paul Mitchell the School-Tulsa',
 'Paul Mitchell the School-Twin Falls',
 'Paul Mitchell the School-Tysons Corner',
 'Paul Mitchell the School-Wichita',
 'Paul Mitchell the School-Woodbridge',
 'Paul Quinn College',
 'Paul Smiths College of Arts and Science',
 'Payne Theological Seminary',
 'PC AGE-Metropark',
 'PCI Academy-Ames',
 'PCI Academy-Iowa City',
 'PCI Academy-Plymouth',
 'PCI College',
 'PCI Health Training Center',
 'Pearl River Community College',
 'Pearl River Community College-Forrest County Campus',
 'Pearlands Innovative School of Beauty',
 'Peirce College',
 'Pellissippi State Community College',
 'Peloton College',
 'Peloton College',
 'Peninsula College',
 'Penn Commercial Business/Technical School',
 'Pennco Tech-Blackwood',
 'Pennco Tech-Bristol',
 'Pennsylvania Academy of the Fine Arts',
 'Pennsylvania College of Art and Design',
 'Pennsylvania College of Health Sciences',
 'Pennsylvania College of Technology',
 'Pennsylvania Gunsmith School',
 'Pennsylvania Highlands Community College',
 'Pennsylvania Institute of Technology',
 'Pennsylvania State University-College of Medicine',
 'Pennsylvania State University-Dickinson Law',
 'Pennsylvania State University-Penn State Abington',
 'Pennsylvania State University-Penn State Altoona',
 'Pennsylvania State University-Penn State Beaver',
 'Pennsylvania State University-Penn State Berks',
 'Pennsylvania State University-Penn State Brandywine',
 'Pennsylvania State University-Penn State DuBois',
 'Pennsylvania State University-Penn State Erie-Behrend College',
 'Pennsylvania State University-Penn State Fayette- Eberly',
 'Pennsylvania State University-Penn State Great Valley',
 'Pennsylvania State University-Penn State Greater Allegheny',
 'Pennsylvania State University-Penn State Harrisburg',
 'Pennsylvania State University-Penn State Hazleton',
 'Pennsylvania State University-Penn State Lehigh Valley',
 'Pennsylvania State University-Penn State Mont Alto',
 'Pennsylvania State University-Penn State New Kensington',
 'Pennsylvania State University-Penn State Schuylkill',
 'Pennsylvania State University-Penn State Scranton',
 'Pennsylvania State University-Penn State Shenango',
 'Pennsylvania State University-Penn State Wilkes-Barre',
 'Pennsylvania State University-Penn State York',
 'Pennsylvania State University-World Campus',
 'Penrose Academy',
 'Pensacola School of Massage Therapy & Health Careers',
 'Pensacola State College',
 'Penta County Joint Vocational School',
 'Pentecostal Theological Seminary',
 'Pepperdine University',
 'Perry Technical Institute',
 'Peru State College',
 'Pets Playground Grooming School',
 'Pfeiffer University',
 'Phagans Beauty College',
 'Phagans Central Oregon Beauty College',
 'Phagans Grants Pass College of Beauty',
 'Phagans Medford Beauty School',
 'Phagans School of Beauty',
 'Phagans School of Hair Design',
 'Philadelphia College of Osteopathic Medicine',
 'Philadelphia Technician Training',
 'Philander Smith College',
 'Phillips Community College of the University of Arkansas',
 'Phillips School of Nursing at Mount Sinai Beth Israel',
 'Phillips Theological Seminary',
 'Phipps Academy of Barbering',
 'Phoenix College',
 'Phoenix Institute of Herbal Medicine & Acupuncture',
 'Phoenix Seminary',
 'PiBerry Institute',
 'Pickaway Ross Joint Vocational School District',
 'Pickens Technical College',
 'Piedmont Community College',
 'Piedmont Technical College',
 'Piedmont University',
 'Piedmont Virginia Community College',
 'Pierce College District',
 'Pierpont Community and Technical College',
 'Pike County Joint Vocational School District',
 'Pike-Lincoln Technical Center',
 'Pikes Peak State College',
 'Pillar College',
 'Pima Community College',
 'Pima Medical Institute-Albuquerque',
 'Pima Medical Institute-Aurora',
 'Pima Medical Institute-Chula Vista',
 'Pima Medical Institute-Colorado Springs',
 'Pima Medical Institute-Denver',
 'Pima Medical Institute-Dillon',
 'Pima Medical Institute-East Valley',
 'Pima Medical Institute-El Paso',
 'Pima Medical Institute-Houston',
 'Pima Medical Institute-Las Vegas',
 'Pima Medical Institute-Mesa',
 'Pima Medical Institute-Phoenix',
 'Pima Medical Institute-Renton',
 'Pima Medical Institute-San Antonio',
 'Pima Medical Institute-San Marcos',
 'Pima Medical Institute-Seattle',
 'Pima Medical Institute-Tucson',
 'Pine Manor College',
 'Pine Technical & Community College',
 'Pinellas Technical College-Clearwater',
 'Pinellas Technical College-St. Petersburg',
 'Pineville Beauty School',
 'Pinnacle Career Institute',
 'Pinnacle Institute of Cosmetology',
 'Pioneer Career and Technology Center',
 'Pioneer Technology Center',
 'Pipo Academy of Hair Design',
 'PITC Institute',
 'Pitt Community College',
 'Pittsburg State University',
 'Pittsburgh Career Institute',
 'Pittsburgh Institute of Aeronautics',
 'Pittsburgh Institute of Mortuary Science Inc',
 'Pittsburgh Technical College',
 'Pittsburgh Theological Seminary',
 'Pitzer College',
 'Pivot Point Academy',
 "PJ's College of Cosmetology- Brownsburg",
 "PJ's College of Cosmetology- Greenfield",
 "PJ's College of Cosmetology- Indianapolis",
 "PJ's College of Cosmetology- Jeffersonville",
 "PJ's College of Cosmetology- Louisville",
 "PJ's College of Cosmetology- Muncie",
 "PJ's College of Cosmetology- Plainfield",
 "PJ's College of Cosmetology-Bowling Green",
 "PJ's College of Cosmetology-Clarksville",
 "PJ's College of Cosmetology-Glasgow",
 "PJ's College of Cosmetology-Richmond",
 'Platt College-Anaheim',
 'Platt College-Aurora',
 'Platt College-Los Angeles',
 'Platt College-Ontario',
 'Platt College-Riverside',
 'Platt College-San Diego',
 'Plaza College',
 'Plymouth State University',
 'PMCA Pittsburgh Multicultural Cosmetology Academy',
 'Point Loma Nazarene University',
 'Point Park University',
 'Point University',
 'Polaris Career Center',
 'Polk State College',
 'Polytech Adult Education',
 'Polytechnic University of Puerto Rico-Miami',
 'Polytechnic University of Puerto Rico-Orlando',
 'Pomeroy College of Nursing at Crouse Hospital',
 'Pomona College',
 'Pomona Unified School District Adult and Career Education',
 'Ponca City Beauty College',
 'Ponce Health Sciences University',
 'Ponce Health Sciences University-Centro Universitario de San Juan',
 'Ponce Health Sciences University-East',
 'Ponce Health Sciences University-St Louis',
 'Pontifical Catholic University of Puerto Rico-Arecibo',
 'Pontifical Catholic University of Puerto Rico-Mayaguez',
 'Pontifical Catholic University of Puerto Rico-Ponce',
 'Pontifical College Josephinum',
 'Pontifical Faculty of the Immaculate Conception at the Dominican House of '
 'Studies',
 'Pontifical John Paul II Institute for Studies on Marriage and Family',
 'Pontotoc Technology Center',
 'Pope St John XXIII National Seminary',
 'Poplar Bluff Technical Career Center',
 'Port Huron Cosmetology College',
 'Portage Lakes Career Center',
 'Porter & Chester Institute',
 'Porter & Chester Institute of Hamden',
 'Porter and Chester Institute - Brockton',
 'Porter and Chester Institute - Chicopee',
 'Porter and Chester Institute - New London',
 'Porter and Chester Institute of Enfield',
 'Porter and Chester Institute of Rocky Hill',
 'Porter and Chester Institute of Waterbury',
 'Porter and Chester Institute of Worcester',
 'Porterville College',
 'Portland Actors Conservatory',
 'Portland Community College',
 'Portland State University',
 'Post University',
 'Potomac State College of West Virginia University',
 'Poway Adult School',
 'PPG Technical College',
 'Prairie State College',
 'Prairie View A & M University',
 'Pratt Community College',
 'Pratt Institute-Main',
 'Pratt Manhattan-A Division of Pratt Institute',
 'Praxis Institute',
 'Precision Manufacturing Institute',
 'Premier Academy of Cosmetology',
 'Premier Barber Institute',
 'Premiere Aesthetics Institute',
 'Premiere Career College',
 'Premiere International College',
 'Presbyterian College',
 'Presbyterian Theological Seminary in America',
 'Prescott College',
 'Presentation College',
 'Presidio Graduate School',
 'Prestige Health & Beauty Sciences Academy',
 "Prince George's Community College",
 'Princess Institute of Beauty',
 'Princeton Theological Seminary',
 'Princeton University',
 'Principia College',
 'Prism Career Institute-Cherry Hill',
 'Prism Career Institute-Philadelphia',
 'Prism Career Institute-West Atlantic City',
 'Pro Beauty Academy',
 'Pro Way Hair School',
 'Professional Academy of Cosmetology',
 'Professional Cosmetology Education Center',
 'Professional Culinary Academy',
 'Professional Golfers Career College',
 'Professional Institute of Beauty',
 'Professional Skills Institute',
 'Professional Technical Institution',
 'Professional University Dr. Carlos J. Borrero Rios',
 "Professional's Choice Hair Design Academy",
 'Profile Institute of Barber-Styling',
 'Protege Academy',
 'Protege Academy',
 'Providence Christian College',
 'Providence College',
 'Provo College',
 'Provo College-Idaho Falls Campus',
 'Pueblo Community College',
 'Puerto Rico Conservatory of Music',
 'Purdue University - Purdue Polytechnic Anderson',
 'Purdue University - Purdue Polytechnic Columbus',
 'Purdue University - Purdue Polytechnic Indianapolis',
 'Purdue University - Purdue Polytechnic Kokomo',
 'Purdue University - Purdue Polytechnic Lafayette',
 'Purdue University - Purdue Polytechnic New Albany',
 'Purdue University - Purdue Polytechnic Richmond',
 'Purdue University - Purdue Polytechnic South Bend',
 'Purdue University - Purdue Polytechnic Vincennes',
 'Purdue University Fort Wayne',
 'Purdue University Global',
 'Purdue University Northwest',
 'Purdue University-Main Campus',
 'Pure Aesthetics Natural Skincare School',
 'Putnam Career and Technical Center',
 'Quality Technical and Beauty College',
 'Queen City College',
 'Queens University of Charlotte',
 'Quest College',
 'Quincy College',
 'Quincy University',
 'Quinebaug Valley Community College',
 'Quinnipiac University',
 'Quinsigamond Community College',
 'Rabbi Jacob Joseph School',
 'Rabbinical Academy Mesivta Rabbi Chaim Berlin',
 'Rabbinical College Beth Shraga',
 'Rabbinical College Bobover Yeshiva Bnei Zion',
 'Rabbinical College of America',
 'Rabbinical College of Long Island',
 'Rabbinical College of Ohr Shimon Yisroel',
 'Rabbinical College Ohr Yisroel',
 'Rabbinical College Telshe',
 'Rabbinical Seminary Mkor Chaim',
 'Rabbinical Seminary of America',
 "Rabbinical Seminary of America-Ma'yan HaTorah",
 'Radford M Locklin Technical College',
 'Radford University',
 'Ralph R Willis Career and Technical Center',
 'Ramapo College of New Jersey',
 'Randall University',
 'Randolph College',
 'Randolph Community College',
 'Randolph Technical Center',
 'Randolph-Macon College',
 'Ranger College',
 'Ranken Technical College',
 "Raphael's School of Beauty Culture Inc-Alliance",
 "Raphael's School of Beauty Culture Inc-Boardman",
 "Raphael's School of Beauty Culture Inc-Brunswick",
 "Raphael's School of Beauty Culture Inc-Niles",
 'Rappahannock Community College',
 'Raritan Valley Community College',
 'Rasmussen University - Orlando',
 'Rasmussen University - Overland Park',
 'Rasmussen University-Aurora',
 'Rasmussen University-Blaine',
 'Rasmussen University-Bloomington',
 'Rasmussen University-Brooklyn Park',
 'Rasmussen University-Central Pasco',
 'Rasmussen University-Eagan',
 'Rasmussen University-Florida',
 'Rasmussen University-Fort Myers',
 'Rasmussen University-Illinois',
 'Rasmussen University-Kansas',
 'Rasmussen University-Lake Elmo/Woodbury',
 'Rasmussen University-Mankato',
 'Rasmussen University-Minnesota',
 'Rasmussen University-Mokena/Tinley Park',
 'Rasmussen University-North Dakota',
 'Rasmussen University-Romeoville/Joliet',
 'Rasmussen University-Tampa/Brandon',
 'Rasmussen University-Wausau',
 'Rasmussen University-Wisconsin',
 'Ravenscroft Beauty College',
 "Ray J's College of Hair",
 'Reading Area Community College',
 'Reading Hospital School of Health Sciences',
 'Reconstructionist Rabbinical College',
 'Red Lake Nation College',
 'Red River Technology Center',
 'Red Rocks Community College',
 'Redlands Community College',
 'Redondo Beach Beauty College',
 'Reed College',
 'Reedley College',
 'Reflections Academy of Beauty',
 'Reformed University',
 'Refrigeration School Inc',
 'Regan Career Institute',
 'Regent University',
 'Regina Webb Academy',
 'Regional Center for Border Health',
 'Regis College',
 'Regis University',
 'Reid State Technical College',
 'Reinhardt University',
 'Reiss-Davis Graduate School',
 'Relay Graduate School of Education',
 'Relay Graduate School of Education - Atlanta',
 'Relay Graduate School of Education - Baton Rouge',
 'Relay Graduate School of Education - California',
 'Relay Graduate School of Education - Chicago',
 'Relay Graduate School of Education - Connecticut',
 'Relay Graduate School of Education - Dallas-Fort Worth',
 'Relay Graduate School of Education - Delaware',
 'Relay Graduate School of Education - Denver',
 'Relay Graduate School of Education - Houston',
 'Relay Graduate School of Education - Indiana',
 'Relay Graduate School of Education - Memphis',
 'Relay Graduate School of Education - Nashville',
 'Relay Graduate School of Education - New Orleans',
 'Relay Graduate School of Education - Newark',
 'Relay Graduate School of Education - Philadelphia & Camden',
 'Relay Graduate School of Education - San Antonio',
 'Relay Graduate School of Education - Washington D.C',
 'Remington College-Baton Rouge Campus',
 'Remington College-Cleveland Campus',
 'Remington College-Dallas Campus',
 'Remington College-Fort Worth Campus',
 'Remington College-Houston Southeast Campus',
 'Remington College-Knoxville',
 'Remington College-Lafayette Campus',
 'Remington College-Memphis Campus',
 'Remington College-Mobile Campus',
 'Remington College-Nashville Campus',
 'Remington College-North Houston Campus',
 'Remington College-Shreveport Campus',
 'Renaissance Academie',
 'Rend Lake College',
 'Rensselaer at Hartford',
 'Rensselaer Polytechnic Institute',
 'Renton Technical College',
 'Research College of Nursing',
 'Rexburg College of Massage Therapy',
 'Rhode Island College',
 'Rhode Island School of Design',
 'Rhodes College',
 "Ricci's Toni & Guy Hairdressing Academy/TIGI Creative School",
 'Rice University',
 'Richard Bland College',
 'Richland Community College',
 'Richmond Community College',
 'Richmont Graduate University',
 'Richport Technical College',
 'Rider University',
 'Ridge Technical College',
 'Ridgewater College',
 'Riggins Urban Barber College',
 'Ringling College of Art and Design',
 'Rio Grande Valley College',
 'Rio Hondo College',
 'Rio Salado College',
 'Ripon College',
 'River Parishes Community College',
 'River Valley Community College',
 'River Valley School of Massage',
 'Riverland Community College',
 'Riveroak Technical College',
 'Riverside City College',
 'Riverside College of Health Careers',
 'Riverside County Office of Education-School of Career Education',
 'Rivertown School of Beauty Barber Skin Care and Nails',
 'Rivier University',
 'Rizzieri Aveda School for Beauty and Wellness',
 'Roane State Community College',
 'Roane-Jackson Technical Center',
 'Roanoke College',
 'Roanoke-Chowan Community College',
 'Rob Roy Academy - Woonsocket',
 'Rob Roy Academy-Fall River',
 'Rob Roy Academy-New Bedford',
 'Rob Roy Academy-Taunton',
 'Rob Roy Academy-Worcester',
 'Robert Fiance Beauty Schools',
 'Robert Fiance Beauty Schools-North Plainfield',
 'Robert Fiance Beauty Schools-West New York',
 'Robert Morgan Educational Center and Technical College',
 'Robert Morris University',
 'Roberto-Venn School of Luthiery',
 'Roberts Wesleyan University',
 'Robeson Community College',
 'Rochester Community and Technical College',
 'Rochester Institute of Technology',
 'Rochester University',
 'Rock Valley College',
 'Rockford University',
 'Rockhurst University',
 'Rockingham Community College',
 'Rockland Community College',
 'Rockland County BOCES-Practical Nursing Program',
 'Rocky Mountain College',
 'Rocky Mountain College of Art and Design',
 'Rocky Mountain University of Health Professions',
 'Rocky Vista University',
 'Rocky Vista University - Southern Utah',
 'Roger Williams University',
 'Roger Williams University School of Law',
 'Rogers Academy of Hair Design',
 'Rogers State University',
 'Rogue Community College',
 'Rolla Technical Institute/Center',
 'Rollins College',
 'Roosevelt University',
 'Rosalind Franklin University of Medicine and Science',
 'Rose State College',
 'Rose-Hulman Institute of Technology',
 'Rosedale Bible College',
 'Rosedale Technical College',
 'Rosel School of Cosmetology',
 'Roseman University of Health Sciences',
 'Rosemont College',
 'Ross College-Canton',
 'Ross College-Davenport',
 'Ross College-Grand Rapids North',
 'Ross College-Hopkinsville',
 'Ross College-Sylvania',
 'Ross Medical Education Center - Kalamazoo',
 'Ross Medical Education Center-Ann Arbor',
 'Ross Medical Education Center-Battle Creek',
 'Ross Medical Education Center-Bowling Green',
 'Ross Medical Education Center-Brighton',
 'Ross Medical Education Center-Canton',
 'Ross Medical Education Center-Charleston',
 'Ross Medical Education Center-Cincinnati',
 'Ross Medical Education Center-Davison',
 'Ross Medical Education Center-Dayton',
 'Ross Medical Education Center-Elyria',
 'Ross Medical Education Center-Erlanger',
 'Ross Medical Education Center-Evansville',
 'Ross Medical Education Center-Flint',
 'Ross Medical Education Center-Fort Wayne',
 'Ross Medical Education Center-Granger',
 'Ross Medical Education Center-Huntsville',
 'Ross Medical Education Center-Johnson City',
 'Ross Medical Education Center-Kentwood',
 'Ross Medical Education Center-Knoxville',
 'Ross Medical Education Center-Kokomo',
 'Ross Medical Education Center-Lafayette',
 'Ross Medical Education Center-Lansing',
 'Ross Medical Education Center-Midland',
 'Ross Medical Education Center-Morgantown',
 'Ross Medical Education Center-Muncie',
 'Ross Medical Education Center-New Baltimore',
 'Ross Medical Education Center-Niles',
 'Ross Medical Education Center-Ontario',
 'Ross Medical Education Center-Owensboro',
 'Ross Medical Education Center-Port Huron',
 'Ross Medical Education Center-Roosevelt Park',
 'Ross Medical Education Center-Saginaw',
 'Ross Medical Education Center-Taylor',
 'Ross Medical Education Center-Warren',
 'Rosslyn Training Academy of Cosmetology',
 'Rowan College at Burlington County',
 'Rowan College of South Jersey-Cumberland Campus',
 'Rowan College of South Jersey-Gloucester Campus',
 'Rowan University',
 'Rowan-Cabarrus Community College',
 'Roxborough Memorial Hospital School of Nursing',
 'Roxbury Community College',
 'Royal Learning Institute',
 'Royal Learning Institute',
 "Ruben's Five Star Academy",
 "Rudae's School of Beauty Culture-Ft Wayne",
 'Rudy & Kelly Academy A Paul Mitchell Partner School',
 'Rush University',
 'Russell Sage College',
 'Rust College',
 'Rutgers University-Camden',
 'Rutgers University-New Brunswick',
 'Rutgers University-Newark',
 'SABER College',
 'Sacramento Center',
 'Sacramento City College',
 'Sacramento Ultrasound Institute',
 'Sacred Heart Major Seminary',
 'Sacred Heart Seminary and School of Theology',
 'Sacred Heart University',
 'Saddleback College',
 'SAE Expression College',
 'SAE Institute of Technology-Atlanta',
 'SAE Institute of Technology-Chicago',
 'SAE Institute of Technology-Miami',
 'SAE Institute of Technology-Nashville',
 'SAE Institute of Technology-New York',
 'Sage School of Massage & Esthetics',
 'Saginaw Chippewa Tribal College',
 'Saginaw Valley State University',
 'Saint Ambrose University',
 'Saint Anselm College',
 'Saint Anthony College of Nursing',
 "Saint Augustine's University",
 'Saint Charles Borromeo Seminary-Overbrook',
 'Saint Cloud State University',
 "Saint Edward's University",
 'Saint Elizabeth College of Nursing',
 'Saint Elizabeth School of Nursing',
 'Saint Elizabeth University',
 'Saint Francis Medical Center College of Nursing',
 'Saint Francis University',
 "Saint John's Seminary",
 "Saint John's University - Staten Island Campus",
 'Saint Johns River State College',
 'Saint Johns University',
 'Saint Joseph Seminary College',
 "Saint Joseph's College of Maine",
 "Saint Joseph's University",
 'Saint Leo University',
 'Saint Louis Christian College',
 'Saint Louis Community College',
 'Saint Louis University',
 "Saint Martin's University",
 'Saint Mary-of-the-Woods College',
 "Saint Mary's College",
 "Saint Mary's College of California",
 "Saint Mary's University of Minnesota",
 'Saint Meinrad School of Theology',
 'Saint Michael College of Allied Health',
 "Saint Michael's College",
 'Saint Norbert College',
 'Saint Paul College',
 'Saint Paul School of Theology',
 "Saint Peter's University",
 'Saint Vincent College',
 'Saint Vincent de Paul Regional Seminary',
 'Saint Vincent Seminary',
 'Saint Vladimirs Orthodox Theological Seminary',
 'Saint Xavier University',
 'Salem College',
 'Salem College of Hairstyling',
 'Salem Community College',
 'Salem State University',
 'Salem University',
 'Salina Area Technical College',
 'Saline County Career Center',
 'Salisbury University',
 'Salish Kootenai College',
 'Salon & Spa Institute',
 'Salon Boutique Academy',
 'Salon Institute - Columbus Campus',
 'Salon Institute-Toledo Campus',
 'Salon Professional Academy of San Antonio',
 'Salon Professional Academy-Elevate Salon Institute',
 'Salon Success Academy-Corona',
 'Salon Success Academy-Fontana',
 'Salon Success Academy-Redlands',
 'Salon Success Academy-Riverside',
 'Salon Success Academy-Upland',
 'Salon Success Academy-West Covina',
 'Salt Lake Community College',
 'Salus University',
 'Salve Regina University',
 'Sam Houston State University',
 'Samaritan Hospital School of Nursing',
 'Samford University',
 'Sampson Community College',
 'Samuel Merritt University',
 'San Antonio College',
 'San Bernardino Beauty College',
 'San Bernardino Valley College',
 'San Diego Christian College',
 'San Diego City College',
 'San Diego Global Knowledge University',
 'San Diego Mesa College',
 'San Diego Miramar College',
 'San Diego State University',
 'San Diego State University-Imperial Valley Campus',
 'San Francisco Art Institute',
 'San Francisco Bay University',
 'San Francisco Conservatory of Music',
 'San Francisco Film School',
 'San Francisco Institute of Esthetics & Cosmetology Inc',
 'San Francisco State University',
 'San Ignacio University',
 'San Jacinto College-North Campus',
 'San Jacinto College-South Campus',
 'San Jacinto Community College',
 'San Jacinto Community College District - Generation Park Campus',
 'San Joaquin College of Law',
 'San Joaquin Delta College',
 'San Joaquin General Hospital School of Radiation Technology',
 'San Joaquin Valley College-Atascadero',
 'San Joaquin Valley College-Bakersfield',
 'San Joaquin Valley College-Delano',
 'San Joaquin Valley College-Fresno',
 'San Joaquin Valley College-Hanford Classroom',
 'San Joaquin Valley College-Hesperia',
 'San Joaquin Valley College-Lancaster',
 'San Joaquin Valley College-Madera',
 'San Joaquin Valley College-Modesto',
 'San Joaquin Valley College-Ontario',
 'San Joaquin Valley College-Porterville',
 'San Joaquin Valley College-Rancho Cordova',
 'San Joaquin Valley College-Rancho Mirage',
 'San Joaquin Valley College-Santa Maria',
 'San Joaquin Valley College-Temecula',
 'San Joaquin Valley College-Trades Education Center',
 'San Joaquin Valley College-Visalia',
 'San Jose Campus',
 'San Jose City College',
 'San Jose State University',
 'San Juan Bautista School of Medicine',
 'San Juan College',
 'Sandhills Community College',
 'Sandra Academy of Salon Services',
 'Sandusky Career Center',
 'Sanford Burnham Prebys Medical Discovery Institute',
 'Sanford Medical Center',
 'SANS Technology Institute',
 'Santa Ana Beauty Academy',
 'Santa Ana Beauty College',
 'Santa Ana College',
 'Santa Barbara Business College - Ventura',
 'Santa Barbara Business College-Bakersfield',
 'Santa Barbara City College',
 'Santa Clara University',
 'Santa Fe College',
 'Santa Fe Community College',
 'Santa Monica College',
 'Santa Rosa Junior College',
 'Santiago Canyon College',
 'Sarah Lawrence College',
 'Sarasota School of Massage Therapy',
 'Sauk Valley Community College',
 'Savannah College of Art and Design',
 'Savannah State University',
 'Savannah Technical College',
 'Saybrook University',
 'Schenectady County Community College',
 'Schiller International University',
 'Schilling-Douglas School of Hair Design LLC',
 'School of Automotive Machinists & Technology',
 'School of Missionary Aviation Technology',
 'School of Professional Horticulture New York Botanical Garden',
 'School of the Art Institute of Chicago',
 'School of Visual Arts',
 'Schoolcraft Community College District',
 'Schreiner University',
 'Schuyler Steuben Chemung Tioga Allegany BOCES',
 'Schuylkill Technology Center',
 'Scioto County Career Technical Center',
 'Scottsdale Community College',
 'Scripps College',
 'Searcy Beauty College',
 'Seattle Central College',
 'Seattle Film Institute',
 'Seattle Institute of East Asian Medicine',
 'Seattle Pacific University',
 'Seattle University',
 'Sebring Career Schools-Houston',
 'Sebring Career Schools-Huntsville',
 'Seguin Beauty School-New Braunfels',
 'Seguin Beauty School-Seguin',
 "Seminar L'moros Bais Yaakov",
 'Seminario Evangelico de Puerto Rico',
 'Seminary Bnos Chaim',
 'Seminole State College',
 'Seminole State College of Florida',
 'Sentara College of Health Sciences',
 'Sessions College for Professional Design',
 'Seton Hall University',
 'Seton Hill University',
 'Seward County Community College',
 "Sh'or Yoshuv Rabbinical College",
 'Sharon Regional School of Nursing',
 'Sharp Edgez Barber Institute',
 'Sharp Edgez Barber Institute - Buffalo',
 "Sharp's Academy of Hairstyling",
 'Shasta Bible College and Graduate School',
 'Shasta College',
 'Shasta School of Cosmetology',
 'Shaw University',
 'Shawnee Beauty College',
 'Shawnee Community College',
 'Shawnee State University',
 'Shawsheen Valley School of Practical Nursing',
 'Shear Ego International School of Hair Design',
 'Shear Excellence Hair Academy',
 'Shear Finesse Beauty Academy',
 'Shear Perfection Academy of Cosmetology',
 'Shelton State Community College',
 'Shenandoah University',
 'Shepherd University',
 'Shepherds College',
 'Shepherds Theological Seminary',
 'Sheridan Technical College',
 'Sherman College of Chiropractic',
 'Shippensburg University of Pennsylvania',
 'Shore Beauty School',
 'Shoreline Community College',
 'Shoreline Community College - CNC Machinists Program  Georgetown SSC',
 'Shoreline Community College - Dental Hygiene',
 'Shorter College',
 'Shorter University',
 'Siena College',
 'Siena Heights University',
 'Sierra Academy of Style',
 'Sierra College',
 'Sierra College of Beauty',
 'Sierra Nevada University',
 'Signature Healthcare Brockton Hospital School of Nursing',
 'Simmons College of Kentucky',
 'Simmons University',
 'Simpson College',
 'Simpson University',
 'Sinclair Community College',
 'Sinte Gleska University',
 'Sisseton Wahpeton College',
 'SIT Graduate Institute',
 'Sitting Bull College',
 'Skagit Valley College',
 'Skidmore College',
 'Skin Institute',
 'Skin Science Institute',
 'Skinworks School of Advanced Skincare',
 'Skyline College',
 'Slippery Rock University of Pennsylvania',
 'Smith Chason College',
 'Smith College',
 'Snead State Community College',
 'Snow College',
 'Snow College-Richfield Campus',
 'Sofia University',
 'Soka University of America',
 'Solano Community College',
 'Soma Institute-The National School of Clinical Massage Therapy',
 'Somerset Community College',
 'Somerset County Technology Center',
 'Sonoma State University',
 'Sonoran Desert Institute',
 'Sonoran University of Health Sciences',
 "Sotheby's Institute of Art-NY",
 'South Arkansas Community College',
 'South Baylo University',
 'South Carolina State University',
 'South Central Career Center',
 'South Central College',
 'South Central College-Faribault',
 'South Coast College',
 'South College',
 'South College-Asheville',
 'South College-Atlanta',
 'South College-Nashville',
 'South Dade Technical College-South Dade Skills Center Campus',
 'South Dakota School of Mines and Technology',
 'South Dakota State University',
 'South Eastern Beauty Academy',
 'South Florida Bible College and Theological Seminary',
 'South Florida Institute of Technology',
 'South Florida State College',
 'South Georgia State College',
 'South Georgia Technical College',
 'South Hills Beauty Academy',
 'South Hills School of Business & Technology',
 'South Hills School of Business and Technology-Altoona',
 'South Louisiana Community College',
 'South Mountain Community College',
 'South Piedmont Community College',
 'South Plains College',
 'South Puget Sound Community College',
 'South Seattle College',
 'South Suburban College',
 'South Texas Barber College Inc',
 'South Texas College',
 'South Texas College of Law Houston',
 'South Texas Training Center',
 'South Texas Vocational Technical Institute-Brownsville',
 'South Texas Vocational Technical Institute-Weslaco',
 'South University-Austin',
 'South University-Columbia',
 'South University-High Point',
 'South University-Montgomery',
 'South University-Richmond',
 'South University-Savannah',
 'South University-Savannah Online',
 'South University-Tampa',
 'South University-Virginia Beach',
 'South University-West Palm Beach',
 'Southcentral Kentucky Community and Technical College',
 'Southeast Arkansas College',
 'Southeast Community College Area',
 'Southeast Kentucky Community & Technical College',
 'Southeast Missouri Hospital College of Nursing and Health Sciences',
 'Southeast Missouri State University',
 'Southeast New Mexico College',
 'Southeast Technical College',
 'Southeast Texas Career Institute',
 'Southeastern Baptist College',
 'Southeastern Baptist Theological Seminary',
 'Southeastern College-Charleston',
 'Southeastern College-Charlotte',
 'Southeastern College-Columbia',
 'Southeastern College-Miami Lakes',
 'Southeastern College-West Palm Beach',
 'Southeastern Community College',
 'Southeastern Community College',
 'Southeastern Esthetics Institute',
 'Southeastern Free Will Baptist Bible College',
 'Southeastern Illinois College',
 'Southeastern Louisiana University',
 'Southeastern Louisiana University - Albert Cammon Middle School',
 'Southeastern Louisiana University - Destrahan High School',
 'Southeastern Louisiana University - EBR Parish School System Prof Dev',
 'Southeastern Louisiana University - St Amant High School',
 'Southeastern Oklahoma State University',
 'Southeastern Technical College',
 'Southeastern Technical Institute',
 'Southeastern University',
 'Southern Adventist University',
 'Southern Arkansas University Main Campus',
 'Southern Arkansas University Tech',
 'Southern California Health Institute',
 'Southern California Health Institute (SOCHI) - North Hollywood',
 'Southern California Institute of Architecture',
 'Southern California Institute of Technology',
 'Southern California Seminary',
 'Southern California University of Health Sciences',
 'Southern Careers Institute-Austin',
 'Southern Careers Institute-Brownsville',
 'Southern Careers Institute-Corpus Christi',
 'Southern Careers Institute-Harlingen',
 'Southern Careers Institute-Pharr',
 'Southern Careers Institute-San Antonio',
 'Southern Careers Institute-San Antonio',
 'Southern Careers Institute-Waco',
 'Southern College of Optometry',
 'Southern Connecticut State University',
 'Southern Crescent Technical College',
 'Southern Illinois University-Carbondale',
 'Southern Illinois University-Edwardsville',
 'Southern Maine Community College',
 'Southern Methodist University',
 'Southern Nazarene University',
 'Southern New Hampshire University',
 'Southern Oklahoma Technology Center',
 'Southern Oregon University',
 'Southern Regional Technical College',
 'Southern School of Beauty Inc',
 'Southern State Community College',
 'Southern States University',
 'Southern Technical College',
 'Southern Technical College',
 'Southern Texas Careers Academy',
 'Southern Union State Community College',
 'Southern University and A & M College',
 'Southern University at New Orleans',
 'Southern University at Shreveport',
 'Southern University Law Center',
 'Southern Utah University',
 'Southern Virginia University',
 'Southern Wesleyan University',
 'Southern West Virginia Community and Technical College',
 'Southern Worcester County Regional Vocational School District',
 'Southside College of Health Sciences',
 'Southside Virginia Community College',
 'Southwest Acupuncture College-Boulder',
 'Southwest Acupuncture College-Santa Fe',
 'Southwest Baptist University',
 'Southwest College for the Deaf',
 'Southwest Institute of Healing Arts',
 'Southwest Minnesota State University',
 'Southwest Mississippi Community College',
 'Southwest School of Business and Technical Careers-San Antonio',
 'Southwest Technical College',
 'Southwest Technology Center',
 'Southwest Tennessee Community College',
 'Southwest Texas Junior College',
 'Southwest University at El Paso',
 'Southwest Virginia Community College',
 'Southwest Wisconsin Technical College',
 'Southwestern Adventist University',
 'Southwestern Assemblies of God University',
 'Southwestern Christian College',
 'Southwestern Christian University',
 'Southwestern College',
 'Southwestern College',
 'Southwestern College',
 'Southwestern Community College',
 'Southwestern Community College',
 'Southwestern Illinois College',
 'Southwestern Indian Polytechnic Institute',
 'Southwestern Law School',
 'Southwestern Michigan College',
 'Southwestern Oklahoma State University',
 'Southwestern Oregon Community College',
 'Southwestern University',
 'Sovah School of Health Professions',
 'SOWELA Technical Community College',
 'Spa Tech Institute-Plymouth',
 'Spa Tech Institute-Westboro',
 'Spa Tech Institute-Westbrook',
 'Spalding University',
 'Spartan College of Aeronautics & Technology',
 'Spartan College of Aeronautics and Technology',
 'Spartan College of Aeronautics and Technology',
 'Spartan College of Aeronautics and Technology',
 'Spartanburg Community College',
 'Spartanburg Methodist College',
 'Spelman College',
 'Spertus College',
 'Spokane Community College',
 'Spokane Falls Community College',
 'Spoon River College',
 'Spring Arbor University',
 'Spring Hill College',
 'Springfield College',
 'Springfield College-Regional Online and Continuing Education',
 'Springfield Technical Community College',
 'Sri Sai Krish Institute',
 "St Bernard's School of Theology and Ministry",
 'St Bonaventure University',
 'St Catherine University',
 'St Charles Community College',
 'St Clair County Community College',
 'St Cloud Technical and Community College',
 'St Joseph School of Nursing',
 'St Lawrence University',
 'St Louis College of Health Careers-Fenton',
 'St Louis College of Health Careers-St Louis',
 "St Luke's College",
 'St Lukes Hospital School of Nursing',
 'St Olaf College',
 "St Paul's School of Nursing-Queens",
 "St Paul's School of Nursing-Staten Island",
 'St Petersburg College',
 "St Philip's College",
 'St. Andrews University',
 'St. Augustine College',
 'St. Francis College',
 'St. John Fisher University',
 'St. John Vianney College Seminary',
 "St. John's College",
 "St. John's College",
 "St. John's College-Department of Nursing",
 "St. John's University-New York",
 "St. Joseph's College of Nursing",
 "St. Joseph's University-New York",
 'St. Louis Med Tech',
 "St. Mary's College of Maryland",
 "St. Mary's University",
 "St. Peter's Hospital College of Nursing",
 'St. Thomas Aquinas College',
 'St. Thomas University',
 'Stacey James Institute',
 'Stage One-The Hair School',
 'Stanbridge University',
 'Standard Healthcare Services-College of Nursing',
 'Stanford University',
 'Stanly Community College',
 'Stark State College',
 'Starr King School for the Ministry',
 'State Career College',
 'State College of Beauty Culture Inc',
 'State College of Florida-Manatee-Sarasota',
 'State Fair Community College',
 'State Technical College of Missouri',
 'State University of New York at New Paltz',
 'State University of New York at Oswego',
 'Staunton School of Cosmetology',
 'Stautzenberger College-Brecksville',
 'Stautzenberger College-Maumee',
 'Stautzenberger College-Rockford Career College',
 'Stellar Career College',
 'Stellar Career College - Chicago IL',
 'Stephen F Austin State University',
 'Stephens College',
 'Sterling College',
 'Sterling College',
 'Stetson University',
 'Steven Papageorge Hair Academy',
 'Stevens Institute of Technology',
 'Stevens-The Institute of Business & Arts',
 'Stevenson University',
 'Stevensons Academy of Hair Design',
 'Stewart School',
 'Stillman College',
 'Stockton University',
 'Stone Academy-East Hartford',
 'Stone Academy-Waterbury',
 'Stone Academy-West Haven',
 'Stone Child College',
 'Stonehill College',
 'Stony Brook University',
 'Strand College of Hair Design',
 'Strand Institute of Beauty & Esthetics',
 'Stratford School for Aviation Maintenance Technicians',
 'Stratford University',
 'Strayer University - Macon Campus',
 'Strayer University - Montgomery Campus',
 'Strayer University - Northwest Houston Campus',
 'Strayer University-Alabama',
 'Strayer University-Alexandria Campus',
 'Strayer University-Allentown Campus',
 'Strayer University-Anne Arundel Campus',
 'Strayer University-Arkansas',
 'Strayer University-Augusta Campus',
 'Strayer University-Baymeadows Campus',
 'Strayer University-Cedar Hill',
 'Strayer University-Center City Campus',
 'Strayer University-Charleston Campus',
 'Strayer University-Chesterfield Campus',
 'Strayer University-Cobb Campus',
 'Strayer University-Columbia Campus',
 'Strayer University-Columbus Campus',
 'Strayer University-Delaware',
 'Strayer University-Delaware County Campus',
 'Strayer University-District of Columbia',
 'Strayer University-Florida',
 'Strayer University-Fredericksburg Campus',
 'Strayer University-Georgia',
 'Strayer University-Global Region',
 'Strayer University-Huntsville Campus',
 'Strayer University-Knoxville Campus',
 'Strayer University-Lithonia Campus',
 'Strayer University-Loudoun Campus',
 'Strayer University-Maryland',
 'Strayer University-Miramar Campus',
 'Strayer University-Mississippi',
 'Strayer University-Morrow Campus',
 'Strayer University-Nashville Campus',
 'Strayer University-New Jersey',
 'Strayer University-Newport News Campus',
 'Strayer University-North Carolina',
 'Strayer University-North Charlotte',
 'Strayer University-North Raleigh Campus',
 'Strayer University-Orlando East Campus',
 'Strayer University-Owings Mills Campus',
 'Strayer University-Pennsylvania',
 'Strayer University-Rockville Campus',
 'Strayer University-San Antonio',
 'Strayer University-Sand Lake Campus',
 'Strayer University-Savannah Campus',
 'Strayer University-Shelby Oaks Campus',
 'Strayer University-South Carolina',
 'Strayer University-South Charlotte',
 'Strayer University-South Raleigh Campus',
 'Strayer University-Stafford',
 'Strayer University-Tennessee',
 'Strayer University-Texas',
 'Strayer University-Virginia',
 'Strayer University-Virginia Beach Campus',
 'Strayer University-West Virginia',
 'Strayer University-White Marsh Campus',
 'Strayer University-Woodbridge Campus',
 'Studio Academy of Beauty',
 'Studio Beauty School',
 'Studio Incamminati',
 'Studio Jewelers',
 'Stylemaster College of Hair Design',
 'Suffolk County Community College',
 'Suffolk University',
 'Sul Ross State University',
 'Sullivan County Community College',
 'Sullivan University',
 'SUM Bible College and Theological Seminary',
 'Summit Academy Opportunities Industrialization Center',
 'Summit Christian College',
 'Summit College',
 'Summit Salon Academy',
 'Summit Salon Academy',
 'Summit Salon Academy',
 'Summit Salon Academy Kansas City',
 'Summit Salon Academy-Gainesville',
 'Summit Salon Academy-Kokomo',
 'Summit Salon Academy-Lexington',
 'Summit Salon Academy-Perrysburg',
 'Summit Salon Academy-Portland',
 'Sumner College',
 'Suncoast Technical College',
 'Sunstate Academy',
 'SUNY Adirondack',
 'SUNY at Albany',
 'SUNY at Fredonia',
 'SUNY at Purchase College',
 'SUNY Brockport',
 'SUNY Broome Community College',
 'SUNY Buffalo State University',
 'SUNY College at Geneseo',
 'SUNY College at Old Westbury',
 'SUNY College at Plattsburgh',
 'SUNY College at Potsdam',
 'SUNY College of Agriculture and Technology at Cobleskill',
 'SUNY College of Environmental Science and Forestry',
 'SUNY College of Optometry',
 'SUNY College of Technology at Alfred',
 'SUNY College of Technology at Canton',
 'SUNY College of Technology at Delhi',
 'SUNY Corning Community College',
 'SUNY Cortland',
 'SUNY Downstate Health Sciences University',
 'SUNY Maritime College',
 'SUNY Morrisville',
 'SUNY Oneonta',
 'SUNY Polytechnic Institute',
 'SUNY Westchester Community College',
 'Surry Community College',
 'Susquehanna County Career and Technology Center',
 'Susquehanna University',
 'Sussex County Community College',
 'Sutter County Career Training Center',
 'Swarthmore College',
 'Swedish Institute a College of Health Sciences',
 'Sweet Briar College',
 'Sylvain Melloul International Hair Academy',
 'Syracuse University',
 'Tabor College',
 'Tacoma Community College',
 'Taft College',
 'Taft University System',
 'Talladega College',
 'Tallahassee Community College',
 'Talmudic College of Florida',
 'Talmudical Academy-New Jersey',
 'Talmudical Institute of Upstate New York',
 'Talmudical Seminary of Bobov',
 'Talmudical Seminary Oholei Torah',
 'Talmudical Yeshiva of Philadelphia',
 'Tarleton State University',
 'Tarrant County College District',
 'Taylor Andrews Academy of Hair Design-Hair Lab Detroit Barber School',
 'Taylor Andrews Academy of Hair Design-Provo',
 'Taylor Andrews Academy of Hair Design-West Jordan',
 'Taylor Andrews Academy-St George',
 'Taylor Business Institute',
 'Taylor College',
 'Taylor Institute of Cosmetology II',
 'Taylor University',
 'Taylortown School of Beauty Inc',
 'Teachers College at Columbia University',
 'Teachers College of San Joaquin',
 'Technical College of the Lowcountry',
 'Technical College of the Rockies',
 'Technical Learning Centers Inc',
 'Telshe Yeshiva-Chicago',
 'Temple College',
 'Temple University',
 'Tenaj Salon Institute',
 'Tennessee College of Applied Technology Nashville',
 'Tennessee College of Applied Technology Northwest',
 'Tennessee College of Applied Technology-Athens',
 'Tennessee College of Applied Technology-Covington',
 'Tennessee College of Applied Technology-Crossville',
 'Tennessee College of Applied Technology-Crump',
 'Tennessee College of Applied Technology-Dickson',
 'Tennessee College of Applied Technology-Elizabethton',
 'Tennessee College of Applied Technology-Harriman',
 'Tennessee College of Applied Technology-Hartsville',
 'Tennessee College of Applied Technology-Henry/Carroll',
 'Tennessee College of Applied Technology-Hohenwald',
 'Tennessee College of Applied Technology-Jacksboro',
 'Tennessee College of Applied Technology-Jackson',
 'Tennessee College of Applied Technology-Knoxville',
 'Tennessee College of Applied Technology-Livingston',
 'Tennessee College of Applied Technology-McKenzie',
 'Tennessee College of Applied Technology-McMinnville',
 'Tennessee College of Applied Technology-Memphis',
 'Tennessee College of Applied Technology-Morristown',
 'Tennessee College of Applied Technology-Murfreesboro',
 'Tennessee College of Applied Technology-Oneida-Huntsville',
 'Tennessee College of Applied Technology-Pulaski',
 'Tennessee College of Applied Technology-Ripley',
 'Tennessee College of Applied Technology-Shelbyville',
 'Tennessee School of Beauty of Knoxville Inc',
 'Tennessee State University',
 'Tennessee Technological University',
 'Tennessee Wesleyan University',
 'Terra State Community College',
 'Texarkana College',
 'Texas A & M International University',
 'Texas A & M University Health Science Center',
 'Texas A & M University-College Station',
 'Texas A & M University-Commerce',
 'Texas A & M University-Corpus Christi',
 'Texas A & M University-Kingsville',
 'Texas A&M University-Central Texas',
 'Texas A&M University-San Antonio',
 'Texas A&M University-Texarkana',
 'Texas Barber College',
 'Texas Barber College - Branch Campus #1',
 'Texas Barber College - Branch Campus #2',
 'Texas Barber College - Branch Campus #5',
 'Texas Beauty College',
 'Texas Chiropractic College Foundation Inc',
 'Texas Christian University',
 'Texas College',
 'Texas College of Cosmetology-Abilene',
 'Texas College of Cosmetology-Lubbock',
 'Texas College of Cosmetology-San Angelo',
 'Texas County Technical College',
 'Texas Health and Science University',
 'Texas Health School',
 'Texas Healthtech Institute',
 'Texas Lutheran University',
 'Texas Southern University',
 'Texas Southmost College',
 'Texas State Technical College',
 'Texas State University',
 'Texas Tech University',
 'Texas Tech University Health Sciences Center',
 'Texas Tech University Health Sciences Center-El Paso',
 'Texas Wesleyan University',
 "Texas Woman's University",
 'Textures Institute of Cosmetology',
 'Thaddeus Stevens College of Technology',
 'Thanh Le College School of Cosmetology',
 'The  Beauty Institute',
 'The  Salon Professional Academy of Holland',
 'The Academy of Hair Design LLC',
 'The Academy of Hair Design Six',
 'The Ailey School',
 'The Art Institute of Atlanta',
 'The Art Institute of Austin',
 'The Art Institute of Houston',
 'The Art Institute of San Antonio',
 'The Art Institute of Virginia Beach',
 'The Baptist College of Florida',
 'The Barber School',
 'The Beauty Institute',
 'The Beauty Institute',
 'The Beauty Institute',
 'The Beauty Institute-Ambler',
 'The Catholic University of America',
 'The Chicago School of Professional Psychology at Anaheim',
 'The Chicago School of Professional Psychology at Chicago',
 'The Chicago School of Professional Psychology at Los Angeles',
 'The Chicago School of Professional Psychology at San Diego',
 'The Chicago School of Professional Psychology at Washington DC',
 'The Chicago School of Professional Psychology at Xavier University of '
 'Louisiana',
 'The Christ College of Nursing and Health Sciences',
 'The Chrysm Institute of Esthetics',
 'The College of Health Care Professions-Austin',
 'The College of Health Care Professions-Dallas',
 'The College of Health Care Professions-Fort Worth',
 'The College of Health Care Professions-McAllen Campus',
 'The College of Health Care Professions-Northwest',
 'The College of Health Care Professions-San Antonio',
 'The College of Health Care Professions-South San Antonio',
 'The College of Health Care Professions-Southwest Houston',
 'The College of Idaho',
 'The College of New Jersey',
 'The College of Saint Rose',
 'The College of Saint Scholastica',
 'The College of the Florida Keys',
 'The College of Westchester',
 'The College of Wooster',
 'The Colleges of Law at Santa Barbara',
 'The Colleges of Law at Ventura',
 'The Cooper Union for the Advancement of Science and Art',
 'The Creative Circus',
 'The Culinary School of Fort Worth',
 'The Esthetic Institute',
 'The Evergreen State College',
 'The Fab School',
 'The General Theological Seminary',
 'The Hair Academy',
 'The Hair Academy LLC',
 'The Institute of Beauty and Wellness',
 'The Juilliard School',
 "The King's College",
 "The King's University",
 'The Landing School',
 "The Master's University and Seminary",
 'The Michigan Barber School',
 'The Modern College of Design',
 'The New England Conservatory of Music',
 'The New School',
 'The New School Center for Media',
 'The North Coast College',
 'The Pennsylvania State University',
 'The Professional Cosmetology Academy',
 'The Professional Hair Design Academy',
 'The Rapha School',
 'The Recording Conservatory of Austin',
 'The Rockefeller University',
 'The Salon Professional Academy',
 'The Salon Professional Academy',
 'The Salon Professional Academy',
 'The Salon Professional Academy-Altoona',
 'The Salon Professional Academy-Appleton',
 'The Salon Professional Academy-Battle Creek',
 'The Salon Professional Academy-Cedar Falls',
 'The Salon Professional Academy-Colorado Springs',
 'The Salon Professional Academy-Delray Beach',
 'The Salon Professional Academy-Evansville',
 'The Salon Professional Academy-Fargo',
 'The Salon Professional Academy-Ft Myers',
 'The Salon Professional Academy-Georgetown',
 'The Salon Professional Academy-Grand Junction',
 'The Salon Professional Academy-Huntsville',
 'The Salon Professional Academy-Kenosha',
 'The Salon Professional Academy-Lewisville',
 'The Salon Professional Academy-Melbourne',
 'The Salon Professional Academy-Nampa',
 'The Salon Professional Academy-Nashville',
 'The Salon Professional Academy-Onalaska',
 'The Salon Professional Academy-San Jose',
 'The Salon Professional Academy-St Charles',
 'The Salon Professional Academy-Tonawanda',
 'The Salon Professional Academy-Washington DC',
 'The School of Architecture',
 'The Seattle School of Theology & Psychology',
 'The Southern Baptist Theological Seminary',
 'The Southwestern Baptist Theological Seminary',
 'The Spa School',
 'The Temple Annapolis-A Paul Mitchell Partner School',
 'The Temple-A Paul Mitchell Partner School',
 'The University of Aesthetics & Cosmetology',
 'The University of Alabama',
 'The University of Findlay',
 'The University of Montana',
 'The University of Montana-Western',
 'The University of Tampa',
 'The University of Tennessee Health Science Center',
 'The University of Tennessee Southern',
 'The University of Tennessee-Chattanooga',
 'The University of Tennessee-Knoxville',
 'The University of Tennessee-Martin',
 'The University of Texas at Arlington',
 'The University of Texas at Austin',
 'The University of Texas at Dallas',
 'The University of Texas at El Paso',
 'The University of Texas at San Antonio',
 'The University of Texas at Tyler',
 'The University of Texas Health Science Center at Houston',
 'The University of Texas Health Science Center at San Antonio',
 'The University of Texas MD Anderson Cancer Center',
 'The University of Texas Medical Branch at Galveston',
 'The University of Texas Permian Basin',
 'The University of Texas Rio Grande Valley',
 'The University of the Arts',
 'The University of the South',
 'The University of West Florida',
 'The Vocational Nursing Institute Inc',
 'The Wright Institute',
 'Theatre of Arts',
 'Theological Seminary of the Reformed Episcopal Church',
 'Thiel College',
 'Thomas Aquinas College',
 'Thomas Aquinas College - New England',
 'Thomas College',
 'Thomas Edison State University',
 'Thomas Jefferson School of Law',
 'Thomas Jefferson University',
 'Thomas More College of Liberal Arts',
 'Thomas More University',
 'Thomas University',
 'Three Rivers College',
 'Three Rivers Community College',
 'Three Rivers Community College - Corrigan-Radgowski Correctional Center',
 'Three Rivers Community College - York Correctional Institution',
 'Tidewater Community College',
 'Tidewater Tech-Trades',
 'Tiffin Academy of Hair Design',
 'Tiffin University',
 'TIGI Hairdressing Academy Guilford',
 'Tigi Hairdressing Academy-Colorado Springs',
 'Tillamook Bay Community College',
 'Tint School of Makeup & Cosmetology',
 'Tint School of Makeup and Cosmetology-Dallas',
 'Toccoa Falls College',
 "Tohono O'odham Community College",
 'Toledo Academy of Beauty Culture-East',
 'Toledo Public Schools Adult and Continuing Education',
 'Tom P. Haney Technical College',
 "Tomorrow's Image Barber And Beauty Academy of Virginia",
 'Tompkins Cortland Community College',
 'Toni & Guy Hairdressing Academy-Atlanta',
 'Toni & Guy Hairdressing Academy-Cranston',
 'Toni & Guy Hairdressing Academy-Plano',
 'Toni & Guy Hairdressing Academy-Shoreline',
 'Toni & Guy Hairdressing Academy-Worcester',
 'TONI&GUY Hairdressing Academy - Costa Mesa',
 'Tonsorial Arts Barber College',
 'Tooele Technical College',
 'Top Nails & Hair Beauty School',
 'Top of the Line Barber College',
 'Torah Temimah Talmudical Seminary',
 'Total Beauty Institute',
 'Total Image Beauty Academy',
 'Total Transformation Institute of Cosmetology',
 'Totally Cosmo School of Modern Cosmetology',
 'Tougaloo College',
 'Touro University',
 'Touro University California',
 'Touro University Nevada',
 'Touro University Worldwide',
 'Towson University',
 'Toyota Technological Institute at Chicago',
 'Transitions Career Institute School of Nursing',
 'Transylvania University',
 'Traviss Technical College',
 'Traxlers School of Hair',
 'Treasure Coast Technical College',
 'Treasure Valley Community College',
 'Trend Barber College',
 'Trend Barber College',
 'Trend Setters School',
 'Trendsetters School of Beauty & Barbering',
 'Trenz Beauty Academy',
 'Trevecca Nazarene University',
 'Tri County Regional Vocational Technical High School',
 'Tri-Community Adult Education',
 'Tri-County Adult Career Center',
 'Tri-County Beauty Academy',
 'Tri-County Community College',
 'Tri-County Technical College',
 'Tri-Rivers Career Center',
 'Tri-State Bible College',
 'Tri-State Cosmetology Institute',
 'Triangle Tech Inc-Bethlehem',
 'Triangle Tech Inc-Dubois',
 'Triangle Tech Inc-Greensburg',
 'Triangle Tech Inc-Pittsburgh',
 'Triangle Tech Inc-Sunbury',
 'Triangle Tech-Chambersburg',
 'Tricoci University of Beauty Culture',
 'Tricoci University of Beauty Culture LLC-Bloomington',
 'Tricoci University of Beauty Culture-Bridgeview',
 'Tricoci University of Beauty Culture-Chicago NE',
 'Tricoci University of Beauty Culture-Chicago NW',
 'Tricoci University of Beauty Culture-Elgin',
 'Tricoci University of Beauty Culture-Glendale Heights',
 'Tricoci University of Beauty Culture-Highland',
 'Tricoci University of Beauty Culture-Indianapolis',
 'Tricoci University of Beauty Culture-Janesville',
 'Tricoci University of Beauty Culture-Lafayette',
 'Tricoci University of Beauty Culture-Libertyville',
 'Tricoci University of Beauty Culture-Normal',
 'Tricoci University of Beauty Culture-Peoria',
 'Tricoci University of Beauty Culture-Rockford',
 'Trident Technical College',
 'Trine University',
 'Trine University-Regional/Non-Traditional Campuses',
 'Trinidad State College',
 'Trinity Baptist College',
 'Trinity Bible College and Graduate School',
 'Trinity Christian College',
 'Trinity College',
 'Trinity College of Florida',
 'Trinity College of Nursing & Health Sciences',
 'Trinity Episcopal School for Ministry',
 'Trinity Health System School of Nursing',
 'Trinity International University-Florida',
 'Trinity International University-Illinois',
 'Trinity Law School',
 'Trinity University',
 'Trinity Valley Community College',
 'Trinity Washington University',
 'Triton College',
 'Triton College - Intl Union of Operating Engr Local 399 Trning Fac.',
 'Trocaire College',
 'Troy University',
 'Troy University-Dothan Campus',
 'Troy University-Montgomery Campus',
 'Troy University-Online',
 'Troy University-Phenix City Campus',
 'Troy University-Support Sites',
 'Truckee Meadows Community College',
 'Truett McConnell University',
 'Truman State University',
 'Trumbull Career & Technical Center',
 'Tuana European Beauty Academy',
 'Tucson College of Beauty',
 'Tufts University',
 'Tulane University of Louisiana',
 'Tulsa Community College',
 'Tulsa Technology Center',
 'Tulsa Welding School-Houston',
 'Tulsa Welding School-Jacksonville',
 'Tulsa Welding School-Jacksonville',
 'Tulsa Welding School-Tulsa',
 'Tunxis Community College',
 'Turing School of Software & Design',
 'Turning Point Beauty College',
 'Turtle Mountain Community College',
 'Tusculum University',
 'Tuskegee University',
 'Twin City Beauty College',
 'Tyler Junior College',
 'U.S. Truck Driver Training School',
 'UCAS University of Cosmetology Arts & Sciences',
 'UCAS University of Cosmetology Arts & Sciences-Harlingen',
 'UCAS University of Cosmetology Arts & Sciences-La Joya',
 'UCAS University of Cosmetology Arts & Sciences-McAllen',
 'UCAS University of Cosmetology Arts & Sciences-San Antonio 410',
 'UEI College-Bakersfield',
 'UEI College-Chula Vista',
 'UEI College-Fresno',
 'UEI College-Garden Grove',
 'UEI College-Gardena',
 'UEI College-Huntington Park',
 'UEI College-Mesa',
 'UEI College-Oceanside',
 'UEI College-Ontario',
 'UEI College-Phoenix',
 'UEI College-Reseda',
 'UEI College-Riverside',
 'UEI College-Sacramento',
 'UEI College-Stockton',
 'UEI College-West Covina',
 'Uintah Basin Technical College',
 'Ukiah Adult School',
 'Ulster BOCES-School of Practical Nursing',
 'Ulster County Community College',
 'Ultimate Medical Academy',
 'Ultrasound Medical Institute',
 'Umpqua Community College',
 'Unification Theological Seminary',
 'Union Bible College',
 'Union College',
 'Union College',
 'Union College',
 'Union County College',
 'Union County Vocational Technical School',
 'Union Institute & University',
 'Union Presbyterian Seminary',
 'Union Presbyterian Seminary-Charlotte',
 'Union Theological Seminary in the City of New York',
 'Union University',
 'Unitech Training Academy-Alexandria',
 'Unitech Training Academy-Baton Rouge',
 'Unitech Training Academy-Houma',
 'Unitech Training Academy-Lafayette',
 'Unitech Training Academy-New Orleans',
 'Unitech Training Academy-West Monroe',
 'United Beauty College',
 'United College of Health and Beauty',
 'United Education Institute-Las Vegas',
 'United Education Institute-Morrow',
 'United International College',
 'United Lutheran Seminary',
 'United States Air Force Academy',
 'United States Coast Guard Academy',
 'United States Merchant Marine Academy',
 'United States Military Academy',
 'United States Naval Academy',
 'United States Sports Academy',
 'United States University',
 'United Talmudical Seminary',
 'United Technical Center',
 'United Theological Seminary',
 'United Theological Seminary of the Twin Cities',
 'United Tribes Technical College',
 'Unitek College',
 'Unitek College',
 'Unitek College',
 'Unitek College',
 'Unity College',
 'UnityPoint Health-Des Moines School of Radiologic Technology',
 'Universal Career School',
 'Universal College of Beauty Inc-Los Angeles 2',
 'Universal College of Healing Arts',
 'Universal Healthcare Careers College',
 'Universal Spa Training Academy',
 'Universal Technical Institute of Arizona Inc',
 'Universal Technical Institute of Arizona Inc-Motorcycle Mechanics Institute '
 'Division',
 'Universal Technical Institute of California Inc',
 'Universal Technical Institute of Illinois Inc',
 'Universal Technical Institute of Northern California Inc',
 'Universal Technical Institute of Pennsylvania Inc',
 'Universal Technical Institute of Texas Inc.',
 'Universal Technical Institute-Auto Motorcycle & Marine Mechanics Institute '
 'Division-Orlando',
 'Universal Technical Institute-Bloomfield',
 'Universal Technical Institute-Dallas Fort Worth',
 'Universal Technical Institute-Southern California',
 'Universal Technical Institute-West Texas',
 'Universal Technology College of Puerto Rico',
 'Universal Training Institute',
 'Universidad Adventista de las Antillas',
 'Universidad Ana G. Mendez-Carolina Campus',
 'Universidad Ana G. Mendez-Cupey Campus',
 'Universidad Ana G. Mendez-Gurabo Campus',
 'Universidad Central de Bayamon',
 'Universidad Central Del Caribe',
 'Universidad del Sagrado Corazon',
 'Universidad Pentecostal Mizpa',
 'Universidad Politecnica de Puerto Rico',
 'Universidad Teologica del Caribe',
 'University Academy of Hair Design',
 'University at Buffalo',
 'University of Advancing Technology',
 'University of Aesthetics & Cosmetology',
 'University of Akron Main Campus',
 'University of Akron Wayne College',
 'University of Alabama at Birmingham',
 'University of Alabama in Huntsville',
 'University of Alaska Anchorage',
 'University of Alaska Fairbanks',
 'University of Alaska Southeast',
 'University of Antelope Valley',
 'University of Arizona',
 'University of Arkansas',
 'University of Arkansas at Little Rock',
 'University of Arkansas at Monticello',
 'University of Arkansas at Pine Bluff',
 'University of Arkansas Community College at Hope - Texarkana',
 'University of Arkansas Community College Rich Mountain',
 'University of Arkansas Community College-Batesville',
 'University of Arkansas Community College-Morrilton',
 'University of Arkansas for Medical Sciences',
 'University of Arkansas Grantham',
 'University of Arkansas Hope-Texarkana',
 'University of Arkansas System eVersity',
 'University of Arkansas-Fort Smith',
 'University of Arkansas-Pulaski Technical College',
 'University of Baltimore',
 'University of Bridgeport',
 'University of California-Berkeley',
 'University of California-Davis',
 'University of California-Hastings College of Law',
 'University of California-Irvine',
 'University of California-Los Angeles',
 'University of California-Merced',
 'University of California-Riverside',
 'University of California-San Diego',
 'University of California-San Francisco',
 'University of California-Santa Barbara',
 'University of California-Santa Cruz',
 'University of Central Arkansas',
 'University of Central Florida',
 'University of Central Missouri',
 'University of Central Oklahoma',
 'University of Charleston',
 'University of Chicago',
 'University of Cincinnati-Blue Ash College',
 'University of Cincinnati-Clermont College',
 'University of Cincinnati-Main Campus',
 'University of Colorado Boulder',
 'University of Colorado Colorado Springs',
 'University of Colorado Denver/Anschutz Medical Campus',
 'University of Connecticut',
 'University of Connecticut-Avery Point',
 'University of Connecticut-Hartford Campus',
 'University of Connecticut-Stamford',
 'University of Connecticut-Waterbury Campus',
 'University of Dallas',
 'University of Dayton',
 'University of Delaware',
 'University of Denver',
 'University of Detroit Mercy',
 'University of Dubuque',
 'University of East-West Medicine',
 'University of Evansville',
 'University of Florida',
 'University of Florida-Online',
 'University of Fort Lauderdale',
 'University of Georgia',
 'University of Guam',
 'University of Hartford',
 'University of Hawaii at Hilo',
 'University of Hawaii at Manoa',
 'University of Hawaii Maui College',
 'University of Hawaii-West Oahu',
 'University of Health Sciences and Pharmacy in St. Louis',
 'University of Holy Cross',
 'University of Houston',
 'University of Houston-Clear Lake',
 'University of Houston-Downtown',
 'University of Houston-Victoria',
 'University of Idaho',
 'University of Illinois Chicago',
 'University of Illinois Springfield',
 'University of Illinois Urbana-Champaign',
 'University of Indianapolis',
 'University of Iowa',
 'University of Jamestown',
 'University of Kansas',
 'University of Kentucky',
 'University of La Verne',
 'University of Louisiana at Lafayette',
 'University of Louisiana at Monroe',
 'University of Louisville',
 'University of Lynchburg',
 'University of Maine',
 'University of Maine - Machias',
 'University of Maine at Augusta',
 'University of Maine at Farmington',
 'University of Maine at Fort Kent',
 'University of Maine at Presque Isle',
 'University of Management and Technology',
 'University of Mary',
 'University of Mary Hardin-Baylor',
 'University of Mary Washington',
 'University of Maryland Baltimore',
 'University of Maryland Eastern Shore',
 'University of Maryland Global Campus',
 'University of Maryland-Baltimore County',
 'University of Maryland-College Park',
 'University of Massachusetts Chan Medical School',
 'University of Massachusetts Global',
 'University of Massachusetts-Amherst',
 'University of Massachusetts-Boston',
 'University of Massachusetts-Dartmouth',
 'University of Massachusetts-Lowell',
 'University of Memphis',
 'University of Miami',
 'University of Michigan-Ann Arbor',
 'University of Michigan-Dearborn',
 'University of Michigan-Flint',
 'University of Minnesota-Crookston',
 'University of Minnesota-Duluth',
 'University of Minnesota-Morris',
 'University of Minnesota-Rochester',
 'University of Minnesota-Twin Cities',
 'University of Mississippi',
 'University of Mississippi Medical Center',
 'University of Missouri-Columbia',
 'University of Missouri-Kansas City',
 'University of Missouri-St Louis',
 'University of Mobile',
 'University of Montevallo',
 'University of Mount Olive',
 'University of Mount Union',
 'University of Nebraska at Kearney',
 'University of Nebraska at Omaha',
 'University of Nebraska Medical Center',
 'University of Nebraska-Lincoln',
 'University of Nevada-Las Vegas',
 'University of Nevada-Reno',
 'University of New England',
 'University of New Hampshire at Manchester',
 'University of New Hampshire-Franklin Pierce School of Law',
 'University of New Hampshire-Main Campus',
 'University of New Haven',
 'University of New Mexico-Gallup Campus',
 'University of New Mexico-Los Alamos Campus',
 'University of New Mexico-Main Campus',
 'University of New Mexico-Taos Campus',
 'University of New Mexico-Valencia County Campus',
 'University of New Orleans',
 'University of North Alabama',
 'University of North Carolina at Asheville',
 'University of North Carolina at Chapel Hill',
 'University of North Carolina at Charlotte',
 'University of North Carolina at Greensboro',
 'University of North Carolina at Pembroke',
 'University of North Carolina School of the Arts',
 'University of North Carolina Wilmington',
 'University of North Dakota',
 'University of North Florida',
 'University of North Georgia',
 'University of North Texas',
 'University of North Texas at Dallas',
 'University of North Texas Health Science Center',
 'University of Northern Colorado',
 'University of Northern Iowa',
 'University of Northwestern Ohio',
 'University of Northwestern-St Paul',
 'University of Notre Dame',
 'University of Notre Dame -',
 'University of Oklahoma-Health Sciences Center',
 'University of Oklahoma-Norman Campus',
 'University of Oregon',
 'University of Pennsylvania',
 'University of Phoenix-Arizona',
 'University of Phoenix-California',
 'University of Phoenix-Hawaii',
 'University of Phoenix-Nevada',
 'University of Phoenix-Texas',
 'University of Pikeville',
 'University of Pittsburgh-Bradford',
 'University of Pittsburgh-Greensburg',
 'University of Pittsburgh-Johnstown',
 'University of Pittsburgh-Pittsburgh Campus',
 'University of Pittsburgh-Titusville',
 'University of Portland',
 'University of Providence',
 'University of Puerto Rico at Ponce',
 'University of Puerto Rico-Aguadilla',
 'University of Puerto Rico-Arecibo',
 'University of Puerto Rico-Bayamon',
 'University of Puerto Rico-Carolina',
 'University of Puerto Rico-Cayey',
 'University of Puerto Rico-Humacao',
 'University of Puerto Rico-Mayaguez',
 'University of Puerto Rico-Medical Sciences',
 'University of Puerto Rico-Rio Piedras',
 'University of Puerto Rico-Utuado',
 'University of Puget Sound',
 'University of Redlands',
 'University of Rhode Island',
 'University of Richmond',
 'University of Rio Grande',
 'University of Rochester',
 'University of Saint Francis-Fort Wayne',
 'University of Saint Joseph',
 'University of Saint Katherine',
 'University of Saint Mary',
 'University of Saint Mary of the Lake',
 'University of San Diego',
 'University of San Francisco',
 'University of Science and Arts of Oklahoma',
 'University of Scranton',
 'University of Silicon Valley',
 'University of Sioux Falls',
 'University of South Alabama',
 'University of South Carolina Aiken',
 'University of South Carolina Beaufort',
 'University of South Carolina-Columbia',
 'University of South Carolina-Lancaster',
 'University of South Carolina-Salkehatchie',
 'University of South Carolina-Sumter',
 'University of South Carolina-Union',
 'University of South Carolina-Upstate',
 'University of South Dakota',
 'University of South Florida',
 'University of Southern California',
 'University of Southern Indiana',
 'University of Southern Maine',
 'University of Southern Mississippi',
 'University of Spa & Cosmetology Arts',
 'University of St Francis',
 'University of St Thomas',
 'University of St Thomas',
 'University of St. Augustine for Health Sciences',
 'University of Texas Southwestern Medical Center',
 'University of the Cumberlands',
 'University of the District of Columbia',
 'University of the Incarnate Word',
 'University of the Ozarks',
 'University of the Pacific',
 'University of the People',
 'University of the Potomac-VA Campus',
 'University of the Potomac-Washington DC Campus',
 'University of the Sciences',
 'University of the Southwest',
 'University of the Virgin Islands',
 'University of the Virgin Islands-Albert A. Sheen',
 'University of the West',
 'University of Toledo',
 'University of Tulsa',
 'University of Utah',
 'University of Valley Forge',
 'University of Vermont',
 'University of Virginia-Main Campus',
 "University of Virginia's College at Wise",
 'University of Washington-Bothell Campus',
 'University of Washington-Seattle Campus',
 'University of Washington-Tacoma Campus',
 'University of West Alabama',
 'University of West Georgia',
 'University of West Los Angeles',
 'University of West Los Angeles - Chatsworth',
 'University of Western States',
 'University of Wisconsin-Eau Claire',
 'University of Wisconsin-Green Bay',
 'University of Wisconsin-La Crosse',
 'University of Wisconsin-Madison',
 'University of Wisconsin-Milwaukee',
 'University of Wisconsin-Milwaukee Flex',
 'University of Wisconsin-Oshkosh',
 'University of Wisconsin-Parkside',
 'University of Wisconsin-Parkside Flex',
 'University of Wisconsin-Platteville',
 'University of Wisconsin-River Falls',
 'University of Wisconsin-Stevens Point',
 'University of Wisconsin-Stout',
 'University of Wisconsin-Superior',
 'University of Wisconsin-Whitewater',
 'University of Wyoming',
 'Unlimited Cosmetology School',
 'UPMC Jameson School of Nursing',
 'UPMC Jameson School of Nursing - UPMC Hamot',
 'UPMC Mercy School of Nursing',
 'UPMC Shadyside School of Nursing',
 'UPMC St. Margaret School of Nursing',
 'Upper Cape Cod Regional Technical School',
 'Upper Iowa University',
 'Upper Valley Career Center',
 'Upper Valley Educators Institute',
 'Upstate Medical University',
 'UR Beauty & Barber Academy',
 'Urban Academy of Beauty',
 'Urban Barber College',
 'Urban Barber College - San Jose',
 'Urban College of Boston',
 'Urshan College',
 'Urshan Graduate School of Theology',
 'Ursinus College',
 'Ursuline College',
 'Uta Mesivta of Kiryas Joel',
 'Utah County Campus',
 'Utah State University',
 'Utah Tech University',
 'Utah Valley University',
 'Utica University',
 'Valdosta State University',
 'Valencia College',
 'Valley City State University',
 'Valley College - Fairlawn - School of Nursing',
 'Valley College of Medical Careers',
 'Valley College-Beckley',
 'Valley College-Cleveland',
 'Valley College-Martinsburg',
 'Valley Forge Military College',
 'Valley Grande Institute for Academic Studies',
 'Valor Christian College',
 'Valparaiso University',
 'Vance-Granville Community College',
 'Vanderbilt University',
 'VanderCook College of Music',
 'Vanguard University of Southern California',
 'Vanguard-Sentinel Adult Career and Technology Center',
 'Vantage Career Center',
 'Vassar College',
 'Vaughn Beauty College',
 'Vaughn College of Aeronautics and Technology',
 'Veeb Nassau County School of Practical Nursing',
 'Velvatex College of Beauty Culture',
 'Venango County Area Vocational Technical School',
 'Ventura Adult and Continuing Education',
 'Ventura College',
 'Venus Beauty Academy',
 'Veritas Baptist College',
 'Vermont College of Fine Arts',
 'Vermont Law and Graduate School',
 'Vermont Technical College',
 'Vernon College',
 'Verve College',
 'Vet Tech Institute',
 'Vet Tech Institute of Houston',
 'VH Barber & Styling Academy',
 'Vibe Barber College',
 'VICI Beauty School',
 'Victor Valley College',
 'Victor Valley Community College - Aviation Technology',
 'Victoria Beauty & Barber College',
 'Victoria College',
 "Victoria's Academy of Cosmetology",
 'Victory Career College',
 'Villa Maria College',
 'Villanova University',
 'Vincennes Beauty College',
 'Vincennes University',
 'Virginia Beach City Public Schools School of Practical Nursing',
 'Virginia Beach Theological Seminary',
 'Virginia Commonwealth University',
 'Virginia Highlands Community College',
 'Virginia Military Institute',
 'Virginia Peninsula Community College',
 'Virginia Polytechnic Institute and State University',
 'Virginia State University',
 'Virginia Union University',
 'Virginia University of Integrative Medicine',
 'Virginia University of Integrative Medicine - New Jersey',
 'Virginia University of Lynchburg',
 'Virginia Wesleyan University',
 'Virginia Western Community College',
 'Visible Music College',
 'Vista Adult School',
 'Viterbo University',
 'Vogue College of Cosmetology',
 'Vogue College of Cosmetology-McAllen',
 'Vogue College of Cosmetology-San Antonio Fredericksburg',
 'Vogue College of Cosmetology-Santa Fe',
 'Vogue International Academy',
 'Volunteer State Community College',
 'Voorhees University',
 'Vski Cosmetology School',
 'Wabash College',
 'Wabash Valley College',
 'Wade College',
 'Wade Gordon Hairdressing Academy',
 'Wade Gordon Hairdressing Academy-Lubbock',
 'Wagner College',
 'Wake Forest University',
 'Wake Technical Community College',
 'Walden University',
 'Waldorf University',
 'Walla Walla Community College',
 'Walla Walla University',
 'Walnut Hill College',
 'Walsh College',
 'Walsh University',
 'Walters State Community College',
 'Warner Pacific University',
 'Warner Pacific University Professional and Graduate Studies',
 'Warner University',
 'Warren County Career Center',
 'Warren County Community College',
 'Warren Wilson College',
 'Warrensburg Area Career Center',
 'Wartburg College',
 'Wartburg Theological Seminary',
 'Washburn Institute of Technology',
 'Washburn University',
 'Washington & Jefferson College',
 'Washington Adventist University',
 'Washington and Lee University',
 'Washington Barber College Inc',
 'Washington College',
 'Washington County Career Center-Adult Technical Training',
 'Washington County Community College',
 'Washington Health System School of Nursing',
 'Washington Saratoga Warren Hamilton Essex BOCES-Practical Nursing Program',
 'Washington State Community College',
 'Washington State University',
 'Washington State University - Everett Campus',
 'Washington State University-Spokane',
 'Washington State University-Tri Cities',
 'Washington State University-Vancouver',
 'Washington University in St Louis',
 'Washtenaw Community College',
 'Watts School of Nursing',
 'Waubonsee Community College',
 'Waukesha County Technical College',
 'Wave Leadership College',
 'Wayland Baptist University',
 'Wayne Community College',
 'Wayne County Community College District',
 'Wayne County Schools Career Center',
 'Wayne Finger Lakes BOCES-Practical Nursing Program',
 'Wayne State College',
 'Wayne State University',
 'Waynes College of Beauty',
 'Waynesburg University',
 'Waynesville Career Center',
 'Weatherford College',
 'Webb Institute',
 "Webb's Barber School of Arts",
 'Webber International University',
 'Weber State University',
 'Webster University',
 'Weill Medical College of Cornell University',
 'Welch College',
 'Welder Training and Testing Institute',
 'Wellesley College',
 'Wells College',
 'WellSpring School of Allied Health-Kansas City',
 'WellSpring School of Allied Health-Lawrence',
 'WellSpring School of Allied Health-Springfield',
 'WellSpring School of Allied Health-Wichita',
 'Wenatchee Valley College',
 'Wentworth Institute of Technology',
 'Wes Watkins Technology Center',
 'Wesley Biblical Seminary',
 'Wesley Theological Seminary',
 'Wesleyan College',
 'Wesleyan University',
 'West Chester University of Pennsylvania',
 'West Coast University-Center for Graduate Studies',
 'West Coast University-Dallas',
 'West Coast University-Los Angeles',
 'West Coast University-Miami',
 'West Coast University-Ontario',
 'West Coast University-Orange County',
 'West Georgia Technical College',
 'West Hills College-Coalinga',
 'West Hills College-Lemoore',
 'West Kentucky Community and Technical College',
 'West Liberty University',
 'West Los Angeles College',
 'West Michigan College of Barbering and Beauty',
 'West Shore Community College',
 'West Texas A & M University',
 'West Valley College',
 'West Virginia Junior College-Bridgeport',
 'West Virginia Junior College-Charleston',
 'West Virginia Junior College-Morgantown',
 'West Virginia Junior College-United Career Institute',
 'West Virginia Junior College-United Career Institute',
 'West Virginia Northern Community College',
 'West Virginia School of Osteopathic Medicine',
 'West Virginia State University',
 'West Virginia University',
 'West Virginia University at Parkersburg',
 'West Virginia University Hospital Departments of Rad Tech and Nutrition',
 'West Virginia University Institute of Technology',
 'West Virginia Wesleyan College',
 'Westchester College of Nursing & Allied Health',
 'Westchester School for Medical & Dental Assistants',
 'Westchester School of Beauty Culture',
 'Westcliff University',
 'Western Area Career & Technology Center',
 'Western Carolina University',
 'Western Colorado University',
 'Western Connecticut State University',
 'Western Dakota Technical College',
 'Western Governors University',
 'Western Illinois University',
 'Western Iowa Tech Community College',
 'Western Kentucky University',
 'Western Maricopa Education Center',
 'Western Maricopa Education Center - Northeast Campus',
 'Western Maricopa Education Center - Southwest Campus',
 'Western Michigan University',
 'Western Michigan University Homer Stryker M.D. School of Medicine',
 'Western Michigan University-Thomas M. Cooley Law School',
 'Western Nebraska Community College',
 'Western Nevada College',
 'Western New England University',
 'Western New Mexico University',
 'Western Oklahoma State College',
 'Western Oregon University',
 'Western Pennsylvania Hospital School of Nursing',
 'Western Piedmont Community College',
 'Western Seminary',
 'Western Seminary-Sacramento',
 'Western Seminary-San Jose',
 'Western Suffolk BOCES',
 'Western Technical College',
 'Western Technical College',
 'Western Technical College',
 'Western Technology Center',
 'Western Texas College',
 'Western Theological Seminary',
 'Western University of Health Sciences',
 'Western Washington University',
 'Western Wyoming Community College',
 'Westfield State University',
 'Westminster College',
 'Westminster College',
 'Westminster College',
 'Westminster Theological Seminary',
 'Westminster Theological Seminary in California',
 'Westmont College',
 'Westmoreland County Community College',
 'Wharton County Junior College',
 'Whatcom Community College',
 'Wheaton College',
 'Wheaton College (Massachusetts)',
 'Wheeling University',
 'White Earth Tribal and Community College',
 'White Mountains Community College',
 'Whitman College',
 'Whittier College',
 'Whitworth University',
 'Whitworth University-Adult Degree Programs',
 'Wichita State University',
 'Wichita State University-Campus of Applied Sciences and Technology',
 'Wichita Technical Institute',
 'Widener University',
 'Wilberforce University',
 'Wiley College',
 'Wilkes Community College',
 'Wilkes University',
 'Wilkes-Barre Area Career and Technical Center Practical Nursing',
 'Willamette University',
 'William & Mary',
 'William Carey University',
 'William Edge Institute',
 'William James College',
 'William Jessup University',
 'William Jewell College',
 'William Paterson University of New Jersey',
 'William Peace University',
 'William Penn University',
 'William R Moore College of Technology',
 'William Rainey Harper College',
 'William T McFatter Technical College',
 'William Woods University',
 'Williams Baptist University',
 'Williams College',
 'Williamsburg Technical College',
 'Williamson Christian College',
 'Williamson College of the Trades',
 'Williston State College',
 'Wilmington College',
 'Wilmington University',
 'Wilson College',
 'Wilson Community College',
 'Wilton Simpson Technical College',
 'Wilton Simpson Technical College',
 'Windward Community College',
 'Winebrenner Theological Seminary',
 'Wingate University',
 'Winona State University',
 "Winonah's International School of Cosmetology",
 'Winston - Salem Barber School - Satellite',
 'Winston Salem Barber School',
 'Winston-Salem State University',
 'Winthrop University',
 'Wiregrass Georgia Technical College',
 'Wisconsin Lutheran College',
 'Wisconsin School of Professional Psychology',
 'Withlacoochee Technical College',
 'Wittenberg University',
 'Wofford College',
 "Women's Institute of Torah Seminary and College",
 'Won Institute of Graduate Studies',
 'Wongu University of Oriental Medicine',
 'Wood County School of Practical Nursing',
 'Woodbury University',
 'Woodland Community College',
 'Woodruff Medical and Wellness Training',
 'Wor-Wic Community College',
 'Worcester Polytechnic Institute',
 'Worcester State University',
 'Word of Life Bible Institute',
 'World Class Academy of Beauty Careers',
 'World Mission University',
 'Worsham College of Mortuary Science',
 'Wright Graduate University for the Realization of Human Potential',
 'Wright Institute (The) -',
 'Wright State University-Lake Campus',
 'Wright State University-Main Campus',
 'WyoTech',
 'Wytheville Community College',
 'Xavier College School of Nursing',
 'Xavier University',
 'Xavier University of Louisiana',
 'Xenon International Academy-Omaha',
 'Xtylo Beauty College',
 'Yahweh Beauty Academy',
 'Yakima Valley College',
 'Yale University',
 'Yavapai College',
 'Yellowstone Christian College',
 'Yeshiva Bais Aharon',
 'Yeshiva Chemdas Hatorah',
 'Yeshiva College of the Nations Capital',
 "Yeshiva D'monsey Rabbinical College",
 'Yeshiva Derech Chaim',
 'Yeshiva Gedola Tiferes Yaakov Yitzchok',
 'Yeshiva Gedola Tiferes Yerachmiel',
 "Yeshiva Gedolah Imrei Yosef D'spinka",
 'Yeshiva Gedolah Keren Hatorah',
 'Yeshiva Gedolah Kesser Torah',
 'Yeshiva Gedolah of Cliffwood',
 'Yeshiva Gedolah of Greater Detroit',
 'Yeshiva Gedolah of Woodlake Village',
 'Yeshiva Gedolah Shaarei Shmuel',
 'Yeshiva Gedolah Tiferes Boruch',
 'Yeshiva Gedolah Zichron Leyma',
 'Yeshiva Karlin Stolin',
 'Yeshiva Kollel Tifereth Elizer',
 'Yeshiva of Far Rockaway Derech Ayson Rabbinical Seminary',
 'Yeshiva of Machzikai Hadas',
 'Yeshiva of Nitra Rabbinical College',
 'Yeshiva of Ocean',
 'Yeshiva of the Telshe Alumni',
 'Yeshiva Ohr Elchonon Chabad West Coast Talmudical Seminary',
 'Yeshiva Ohr Naftoli',
 'Yeshiva Ohr Yisrael',
 'Yeshiva Shaar Ephraim',
 'Yeshiva Shaarei Torah of Rockland',
 'Yeshiva Sholom Shachna',
 'Yeshiva Toras Chaim',
 'Yeshiva University',
 'Yeshiva Yesoda Hatorah Vetz Chaim',
 'Yeshiva Yesodei Hatorah',
 'Yeshiva Zichron Aryeh',
 'Yeshivah Gedolah Rabbinical College',
 "Yeshivas Be'er Yitzchok",
 'Yeshivas Emek Hatorah',
 "Yeshivas Maharit D'Satmar",
 'Yeshivas Novominsk',
 'Yeshivat Hechal Shemuel',
 'Yeshivath Beth Moshe',
 'Yeshivath Shaar Hatorah',
 'Yeshivath Viznitz',
 'Yeshivath Zichron Moshe',
 'Yo San University of Traditional Chinese Medicine',
 'York College of Pennsylvania',
 'York County Community College',
 'York County School of Technology-Adult & Continuing Education',
 'York Technical College',
 'York University',
 'Young Americans College of the Performing Arts',
 'Young Harris College',
 'Youngstown State University',
 'YTI Career Institute-Altoona',
 'YTI Career Institute-York',
 'Yuba College',
 'Yukon Beauty College Inc',
 'Z Hair Academy',
 'Zane State College',
 'Zen Shiatsu Chicago',
 'Zion Massage College',
 'ZMS The Academy']

2. Get names of all universities

College Scorecard API requests can also take conditions to only select certain institutions.

In this example, we limit the results to only include institutions that award graduate degrees. In order to do this, we set the degrees_awarded.highest parameter to 4 to indicate that the highest degree awarded by an instition is a graduate degree. This information is within the Institution_Data_Dictionary section of the College Scorecard data disctionary.

condition = 'latest.school.degrees_awarded.highest=4'
field = 'school.name'
sort_key = 'school.name'
page_size = 100

# calculate the number of loops needed to page through every result based on the total number of results
url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{condition}&fields={field}&api_key={key}'
name_metadata = requests.get(url).json()['metadata']
total_pages = (name_metadata['total'] // page_size) + 1

university_names = []

for page_number in range(total_pages):

    url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{condition}&fields={field}&page={page_number}&per_page={page_size}&sort={sort_key}&api_key={key}'

    name_data = requests.get(url).json()['results']

    for university in name_data:
        university_names.append(university['school.name'])

    # wait 1 second between API calls to be nicer on the host servers
    sleep(1)

# display the number of university names found
len(university_names)

1974

pprint(university_names)

['A T Still University of Health Sciences',
 'Abilene Christian University',
 'Abraham Lincoln University',
 'Academy for Five Element Acupuncture',
 'Academy for Jewish Religion-California',
 'Academy of Art University',
 'Academy of Chinese Culture and Health Sciences',
 'Academy of Vocal Arts',
 'Acupuncture and Integrative Medicine College-Berkeley',
 'Acupuncture and Massage College',
 'Adams State University',
 'Adelphi University',
 'Adler Graduate School',
 'Adler University',
 'Adrian College',
 'AdventHealth University',
 'Agnes Scott College',
 'AI Miami International University of Art and Design',
 'Air Force Institute of Technology-Graduate School of Engineering & '
 'Management',
 'Alabama A & M University',
 'Alabama College of Osteopathic Medicine',
 'Alabama State University',
 'Alaska Pacific University',
 'Albany College of Pharmacy and Health Sciences',
 'Albany Law School',
 'Albany Medical College',
 'Albany State University',
 'Albert Einstein College of Medicine',
 'Albertus Magnus College',
 'Albizu University-Miami',
 'Albizu University-San Juan',
 'Albright College',
 'Alcorn State University',
 'Alder Graduate School of Education',
 'Alderson Broaddus University',
 'Alfred University',
 'Alhambra Medical University',
 'Allen College',
 'Allen University',
 'Alliance University',
 'Alliant International University-San Diego',
 'Alvernia University',
 'Alverno College',
 'Amberton University',
 'America Evangelical University',
 'American Academy of Health and Wellness',
 'American College of Acupuncture and Oriental Med',
 'American College of Education',
 'American College of Financial Services',
 'American College of Healthcare Sciences',
 'American Conservatory Theater',
 'American Film Institute Conservatory',
 'American Institute of Alternative Medicine',
 'American InterContinental University',
 'American InterContinental University-Atlanta',
 'American InterContinental University-Houston',
 'American International College',
 'American Islamic College',
 'American Jewish University',
 'American National University',
 'American Public University System',
 'American Sentinel College of Nursing and Health Sciences',
 'American University',
 'American University of Health Sciences',
 'American University of Puerto Rico',
 'American University of Puerto Rico',
 'Amridge University',
 'Ana G. Mendez University',
 'Anabaptist Mennonite Biblical Seminary',
 'Anderson University',
 'Anderson University',
 'Andrews University',
 'Angelo State University',
 'Anna Maria College',
 'Antioch University',
 'Antioch University-Los Angeles',
 'Antioch University-New England',
 'Antioch University-Santa Barbara',
 'Antioch University-Seattle',
 'AOMA Graduate School of Integrative Medicine',
 'Appalachian Bible College',
 'Appalachian College of Pharmacy',
 'Appalachian School of Law',
 'Appalachian State University',
 'Aquinas College',
 'Aquinas Institute of Theology',
 'Arcadia University',
 'Arizona School of Acupuncture and Oriental Medicine',
 'Arizona State University Campus Immersion',
 'Arizona State University Digital Immersion',
 'Arkansas Colleges of Health Education',
 'Arkansas State University',
 'Arkansas Tech University',
 'Art Academy of Cincinnati',
 'Art Center College of Design',
 'Asbury Theological Seminary',
 'Asbury University',
 'Ashford University',
 'Ashland University',
 'Aspen University',
 'Assumption University',
 'Athenaeum of Ohio',
 'Athens State University',
 "Atlanta's John Marshall Law School",
 'Atlantic Institute of Oriental Medicine',
 'Atlantic University College',
 'Atlantis University',
 'Auburn University',
 'Auburn University at Montgomery',
 'Augsburg University',
 'Augusta University',
 'Augustana University',
 'Aurora University',
 'Austin College',
 'Austin Graduate School of Theology',
 'Austin Peay State University',
 'Austin Presbyterian Theological Seminary',
 'Ave Maria School of Law',
 'Ave Maria University',
 'Averett University',
 'Avila University',
 'Azusa Pacific University',
 'Babson College',
 'Baker College',
 'Baker University',
 'Bakke Graduate University',
 'Baldwin Wallace University',
 'Ball State University',
 'Bank Street College of Education',
 'Baptist Bible College',
 'Baptist Health Sciences University',
 'Baptist Missionary Association Theological Seminary',
 'Barclay College',
 'Bard College',
 'Barnes-Jewish College Goldfarb School of Nursing',
 'Barry University',
 'Barton College',
 'Bastyr University',
 'Bay Path University',
 'Baylor College of Medicine',
 'Baylor University',
 'Belhaven University',
 'Bellarmine University',
 'Bellevue University',
 'Bellin College',
 'Belmont University',
 'Bemidji State University',
 'Benedictine College',
 'Benedictine University',
 'Bennington College',
 'Bentley University',
 'Bergin University of Canine Studies',
 'Berkeley College-Woodland Park',
 'Berkeley School of Theology',
 'Berklee College of Music',
 'Berry College',
 'Beth Medrash Govoha',
 'Bethany College',
 'Bethany Global University',
 'Bethany Theological Seminary',
 'Bethel Seminary-San Diego',
 'Bethel University',
 'Bethel University',
 'Bethel University',
 'Bethesda University',
 'Bethlehem College & Seminary',
 'Bethune-Cookman University',
 'Beulah Heights University',
 'Bexley Hall Seabury Western Theological Seminary Federation Inc.',
 'Binghamton University',
 'Biola University',
 'Black Hills State University',
 'Blessing Rieman College of Nursing and Health Sciences',
 'Bloomfield College',
 'Bloomsburg University of Pennsylvania',
 'Blue Mountain Christian University',
 'Bluefield University',
 'Bluffton University',
 'Bob Jones University',
 'Boise State University',
 'Boricua College',
 'Boston Architectural College',
 'Boston College',
 'Boston Graduate School of Psychoanalysis Inc',
 'Boston University',
 'Bowie State University',
 'Bowling Green State University-Main Campus',
 'Bradley University',
 'Brandeis University',
 'Brenau University',
 'Brescia University',
 'Briar Cliff University',
 'Bridgewater College',
 'Bridgewater State University',
 'Brigham Young University',
 'Brite Divinity School',
 'Broadview College',
 'Brookline College-Phoenix',
 'Brooklyn Law School',
 'Brown University',
 'Bryan College of Health Sciences',
 'Bryan College-Dayton',
 'Bryan University',
 'Bryant University',
 'Bryn Athyn College of the New Church',
 'Bryn Mawr College',
 'Bucknell University',
 'Buena Vista University',
 'Burrell College of Osteopathic Medicine',
 'Bushnell University',
 'Butler University',
 'Byzantine Catholic Seminary of Saints Cyril and Methodius',
 'Cabarrus College of Health Sciences',
 'Cabrini University',
 'Cairn University-Langhorne',
 'Caldwell University',
 'California Aeronautical University',
 'California Arts University',
 'California Baptist University',
 'California College of the Arts',
 'California Health Sciences University',
 'California Institute of Advanced Management',
 'California Institute of Integral Studies',
 'California Institute of Technology',
 'California Institute of the Arts',
 'California Intercontinental University',
 'California Lutheran University',
 'California Miramar University',
 'California Northstate University',
 'California Polytechnic State University-San Luis Obispo',
 'California State Polytechnic University-Humboldt',
 'California State Polytechnic University-Pomona',
 'California State University Maritime Academy',
 'California State University-Bakersfield',
 'California State University-Channel Islands',
 'California State University-Chico',
 'California State University-Dominguez Hills',
 'California State University-East Bay',
 'California State University-Fresno',
 'California State University-Fullerton',
 'California State University-Long Beach',
 'California State University-Los Angeles',
 'California State University-Monterey Bay',
 'California State University-Northridge',
 'California State University-Sacramento',
 'California State University-San Bernardino',
 'California State University-San Marcos',
 'California State University-Stanislaus',
 'California University of Pennsylvania',
 'California University of Science and Medicine',
 'California Western School of Law',
 'Calumet College of Saint Joseph',
 'Calvary University',
 'Calvin Theological Seminary',
 'Calvin University',
 'Cambridge College',
 'Cameron University',
 'Campbell University',
 'Campbellsville University',
 'Canisius College',
 'Capella University',
 'Capital University',
 'Capitol Technology University',
 'Cardinal Stritch University',
 'Caribbean University-Bayamon',
 'Caribbean University-Carolina',
 'Caribbean University-Ponce',
 'Caribbean University-Vega Baja',
 'Carlow University',
 'Carnegie Mellon University',
 'Carolina Christian College',
 'Carolina University',
 'Carroll College',
 'Carroll University',
 'Carson-Newman University',
 'Carthage College',
 'Case Western Reserve University',
 'Castleton University',
 'Catholic Distance University',
 'Catholic Theological Union at Chicago',
 'Cedar Crest College',
 'Cedars Sinai Medical Center',
 'Cedarville University',
 'Centenary College of Louisiana',
 'Centenary University',
 'Center for Advanced Studies On Puerto Rico and the Caribbean',
 'Central Christian College of the Bible',
 'Central Connecticut State University',
 'Central Methodist University-College of Graduate and Extended Studies',
 'Central Michigan University',
 'Central Penn College',
 'Central Washington University',
 'Central Yeshiva Tomchei Tmimim Lubavitz',
 'Chadron State College',
 'Chamberlain University-Illinois',
 'Chaminade University of Honolulu',
 'Champlain College',
 'Chapman University',
 'Charles R Drew University of Medicine and Science',
 'Charleston School of Law',
 'Charleston Southern University',
 'Charlotte Christian College and Theological Seminary',
 'Charter Oak State College',
 'Chatham University',
 'Chestnut Hill College',
 'Chicago School of Professional Psychology at Dallas',
 'Chicago State University',
 'Chicago Theological Seminary',
 'Christian Brothers University',
 'Christian Theological Seminary',
 'Christopher Newport University',
 'Church Divinity School of the Pacific',
 'Citadel Military College of South Carolina',
 'City University of Seattle',
 'City Vision University',
 'Claflin University',
 'Claremont Graduate University',
 'Claremont Lincoln University',
 'Claremont McKenna College',
 'Claremont School of Theology',
 'Clarion University of Pennsylvania',
 'Clark Atlanta University',
 'Clark University',
 'Clarke University',
 'Clarks Summit University',
 'Clarkson College',
 'Clarkson University',
 'Clayton  State University',
 'Cleary University',
 'Clemson University',
 'Cleveland Institute of Music',
 'Cleveland State University',
 'Cleveland University-Kansas City',
 'Coastal Carolina University',
 'Coker University',
 'Colgate Rochester Crozer Divinity School',
 'Colgate University',
 'College for Creative Studies',
 'College of Charleston',
 'College of Mount Saint Vincent',
 'College of Our Lady of the Elms',
 'College of Saint Mary',
 'College of Staten Island CUNY',
 'Colorado Christian University',
 'Colorado College',
 'Colorado Mesa University',
 'Colorado School of Mines',
 'Colorado School of Traditional Chinese Medicine',
 'Colorado State University Global',
 'Colorado State University Pueblo',
 'Colorado State University-Fort Collins',
 'Colorado Technical University-Colorado Springs',
 'Columbia Central University-Caguas',
 'Columbia College',
 'Columbia College',
 'Columbia College Chicago',
 'Columbia International University',
 'Columbia Southern University',
 'Columbia Theological Seminary',
 'Columbia University in the City of New York',
 'Columbus College of Art and Design',
 'Columbus State University',
 'Concord University',
 'Concordia College at Moorhead',
 'Concordia Seminary',
 'Concordia Theological Seminary',
 'Concordia University Ann Arbor',
 'Concordia University Texas',
 'Concordia University-Chicago',
 'Concordia University-Irvine',
 'Concordia University-Nebraska',
 'Concordia University-Saint Paul',
 'Concordia University-Wisconsin',
 'Converse University',
 'Coppin State University',
 'Corban University',
 'Cornell University',
 'Cornerstone University',
 'Covenant College',
 'Covenant Theological Seminary',
 'Cox College',
 'Cranbrook Academy of Art',
 'Creighton University',
 'Criswell College',
 'Crown College',
 'Culinary Institute of America',
 'Culver-Stockton College',
 'Cumberland University',
 'CUNY Bernard M Baruch College',
 'CUNY Brooklyn College',
 'CUNY City College',
 'CUNY Graduate School and University Center',
 'CUNY Hunter College',
 'CUNY John Jay College of Criminal Justice',
 'CUNY Lehman College',
 'CUNY Queens College',
 'CUNY School of Law',
 'CUNY York College',
 'Curry College',
 'Curtis Institute of Music',
 "D'Youville  University",
 'Daemen University',
 'Dakota State University',
 'Dakota Wesleyan University',
 'Dallas Baptist University',
 'Dallas Theological Seminary',
 'Daoist Traditions College of Chinese Medical Arts',
 'Dartmouth College',
 'Davenport University',
 'Daybreak University',
 'Defiance College',
 'Delaware State University',
 'Delaware Valley University',
 'Delta State University',
 'Denver College of Nursing',
 'Denver Seminary',
 'DePaul University',
 'Des Moines University-Osteopathic Medical Center',
 'DeSales University',
 'DeVry College of New York',
 'DeVry University-Arizona',
 'DeVry University-California',
 'DeVry University-Colorado',
 'DeVry University-Florida',
 'DeVry University-Georgia',
 'DeVry University-Illinois',
 'DeVry University-Missouri',
 'DeVry University-Nevada',
 'DeVry University-New Jersey',
 'DeVry University-North Carolina',
 'DeVry University-Ohio',
 'DeVry University-Pennsylvania',
 'DeVry University-Tennessee',
 'DeVry University-Texas',
 'DeVry University-Virginia',
 'Dewey University-Hato Rey',
 'Dewey University-Juana Diaz',
 'Dickinson State University',
 'DigiPen Institute of Technology',
 'Divine Mercy University',
 'Doane University',
 'Dominican School of Philosophy & Theology',
 'Dominican University',
 'Dominican University New York',
 'Dominican University of California',
 'Dongguk University Los Angeles',
 'Dordt University',
 'Dragon Rises College of Oriental Medicine',
 'Drake University',
 'Drew University',
 'Drexel University',
 'Drury University',
 'Duke University',
 'Duquesne University',
 'Eagle Gate College-Murray',
 'Earlham College',
 'East Carolina University',
 'East Central University',
 'East Stroudsburg University of Pennsylvania',
 'East Tennessee State University',
 'East Texas Baptist University',
 'East West College of Natural Medicine',
 'Eastern Connecticut State University',
 'Eastern Illinois University',
 'Eastern Kentucky University',
 'Eastern Mennonite University',
 'Eastern Michigan University',
 'Eastern Nazarene College',
 'Eastern New Mexico University-Main Campus',
 'Eastern Oregon University',
 'Eastern School of Acupuncture and Traditional Medicine',
 'Eastern University',
 'Eastern Virginia Medical School',
 'Eastern Washington University',
 'ECPI University',
 'Ecumenical Theological Seminary',
 'Eden Theological Seminary',
 'Edgewood College',
 'Edinboro University of Pennsylvania',
 'EDP University of Puerto Rico Inc-San Juan',
 'EDP University of Puerto Rico Inc-San Sebastian',
 'Edward Via College of Osteopathic Medicine',
 'Elizabeth City State University',
 'Elizabethtown College',
 'Elmezzi Graduate School of Molecular Medicine',
 'Elmhurst University',
 'Elmira College',
 'Elon University',
 'Embry-Riddle Aeronautical University-Daytona Beach',
 'Embry-Riddle Aeronautical University-Prescott',
 'Embry-Riddle Aeronautical University-Worldwide',
 'Emerson College',
 'Emmanuel College',
 'Emory & Henry College',
 'Emory University',
 "Emperor's College of Traditional Oriental Medicine",
 'Empire College',
 'Empire State University',
 'Emporia State University',
 'Endicott College',
 'Epic Bible College & Graduate School',
 'Episcopal Theological Seminary of the Southwest',
 'Erikson Institute',
 'Erskine College',
 'Evangel University',
 'Evangelical Theological Seminary',
 'Everglades University',
 'Excelsior University',
 'Fairfax University of America',
 'Fairfield University',
 'Fairleigh Dickinson University-Florham Campus',
 'Fairleigh Dickinson University-Metropolitan Campus',
 'Fairmont State University',
 'Faith Baptist Bible College and Theological Seminary',
 'Faith International University',
 'Faith Theological Seminary and Christian College',
 'Family of Faith Christian University',
 'Farmingdale State College',
 'Fashion Institute of Technology',
 'Faulkner University',
 'Fayetteville State University',
 'Felician University',
 'Ferris State University',
 'FIDM-Fashion Institute of Design & Merchandising',
 'Fielding Graduate University',
 'Fisher College',
 'Fisk University',
 'Fitchburg State University',
 'Five Branches University',
 'Five Towns College',
 'Flagler College',
 'Florida Agricultural and Mechanical University',
 'Florida Atlantic University',
 'Florida College of Integrative Medicine',
 'Florida Gulf Coast University',
 'Florida Institute of Technology',
 'Florida Institute of Technology-Online',
 'Florida International University',
 'Florida Memorial University',
 'Florida National University-Main Campus',
 'Florida Polytechnic University',
 'Florida Southern College',
 'Florida State University',
 'Fontbonne University',
 'Fordham University',
 'Fort Hays State University',
 'Fort Lewis College',
 'Fort Valley State University',
 'Framingham State University',
 'Francis Marion University',
 'Franciscan Missionaries of Our Lady University',
 'Franciscan School of Theology',
 'Franciscan University of Steubenville',
 'Franklin College',
 'Franklin Pierce University',
 'Franklin University',
 'Freed-Hardeman University',
 'Fremont University',
 'Fresno Pacific University',
 'Friends University',
 'Frontier Nursing University',
 'Frostburg State University',
 'Full Sail University',
 'Fuller Theological Seminary',
 'Furman University',
 'Future Generations University',
 'Gallaudet University',
 'Gannon University',
 'Gardner-Webb University',
 'Garrett-Evangelical Theological Seminary',
 'Geisinger Commonwealth School of Medicine',
 'Geneva College',
 'George Fox University',
 'George Mason University',
 'George Washington University',
 'Georgetown College',
 'Georgetown University',
 'Georgia College & State University',
 'Georgia Institute of Technology-Main Campus',
 'Georgia Southern University',
 'Georgia Southwestern State University',
 'Georgia State University',
 'Georgian Court University',
 'Glasgow Caledonian New York College',
 'Goddard College',
 'Gods Bible School and College',
 'Golden Gate University',
 'Goldey-Beacom College',
 'Gonzaga University',
 'Goodwin University',
 'Gordon College',
 'Gordon-Conwell Theological Seminary',
 'Goshen College',
 'Goucher College',
 'Governors State University',
 'Grace Christian University',
 'Grace College and Theological Seminary',
 'Grace Mission University',
 'Grace School of Theology',
 'Graceland University-Lamoni',
 'Graduate Theological Union',
 'Grambling State University',
 'Grand Canyon University',
 'Grand Valley State University',
 'Grand View University',
 'Granite State College',
 'Gratz College',
 'Greensboro College',
 'Greenville University',
 'Guilford College',
 'Gwynedd Mercy University',
 'Hackensack Meridian School of Medicine',
 'Hallmark University',
 'Hamline University',
 'Hampton University',
 'Hannibal-LaGrange University',
 'Hardin-Simmons University',
 'Harding University',
 'Harrisburg University of Science and Technology',
 'Hartford International University for Religion and Peace',
 'Harvard University',
 'Hastings College',
 'Hawaii Pacific University',
 'Hazelden Betty Ford Graduate School of Addiction Studies',
 'Hebrew College',
 'Hebrew Union College-Jewish Institute of Religion',
 'Heidelberg University',
 'Hellenic College-Holy Cross Greek Orthodox School of Theology',
 'Henderson State University',
 'Hendrix College',
 'Heritage Christian University',
 'Heritage University',
 'Herzing University-Atlanta',
 'Herzing University-Birmingham',
 'Herzing University-Brookfield',
 'Herzing University-Kenosha',
 'Herzing University-Madison',
 'Herzing University-Minneapolis',
 'Herzing University-New Orleans',
 'Herzing University-Orlando',
 'High Point University',
 'High Tech High Graduate School of Education',
 'Hilbert College',
 'Hillsdale College',
 'Hiram College',
 'Hobart William Smith Colleges',
 'Hobe Sound Bible College',
 'Hodges University',
 'Hofstra University',
 'Hollins University',
 'Holy Apostles College and Seminary',
 'Holy Family University',
 'Holy Names University',
 'Homestead Schools',
 'Hood College',
 'Hood Theological Seminary',
 'Hope International University',
 'Houghton University',
 'Houston Baptist University',
 'Houston Graduate School of Theology',
 'Howard Payne University',
 'Howard University',
 'Hult International Business School',
 'Humphreys University-Stockton and Modesto Campuses',
 'Huntington University',
 'Huntington University of Health Sciences',
 'Huntsville Bible College',
 'Husson University',
 'Huston-Tillotson University',
 'Icahn School of Medicine at Mount Sinai',
 'Idaho State University',
 'IGlobal University',
 'Iliff School of Theology',
 'Illinois College of Optometry',
 'Illinois Institute of Technology',
 'Illinois State University',
 'Immaculata University',
 'Indiana Institute of Technology',
 'Indiana State University',
 'Indiana University of Pennsylvania-Main Campus',
 'Indiana University-Bloomington',
 'Indiana University-East',
 'Indiana University-Kokomo',
 'Indiana University-Northwest',
 'Indiana University-Purdue University-Indianapolis',
 'Indiana University-South Bend',
 'Indiana University-Southeast',
 'Indiana Wesleyan University-Marion',
 'Indiana Wesleyan University-National & Global',
 'Institute for Clinical Social Work',
 'Institute for Doctoral Studies in the Visual Arts',
 'Institute of American Indian and Alaska Native Culture and Arts Development',
 'Institute of Buddhist Studies',
 'Institute of Clinical Acupuncture & Oriental Med',
 'Institute of Taoist Education and Acupuncture',
 'Institute of World Politics',
 'Inter American University of Puerto Rico-Aguadilla',
 'Inter American University of Puerto Rico-Arecibo',
 'Inter American University of Puerto Rico-Barranquitas',
 'Inter American University of Puerto Rico-Bayamon',
 'Inter American University of Puerto Rico-Fajardo',
 'Inter American University of Puerto Rico-Guayama',
 'Inter American University of Puerto Rico-Metro',
 'Inter American University of Puerto Rico-Ponce',
 'Inter American University of Puerto Rico-San German',
 'Inter American University of Puerto Rico-School of Law',
 'Inter American University of Puerto Rico-School of Optometry',
 'Interdenominational Theological Center',
 'Interior Designers Institute',
 'International Baptist College and Seminary',
 'International Institute for Restorative Practices',
 'International Technological University',
 'Iona University',
 'Iowa State University',
 'Iowa Wesleyan University',
 'Irell & Manella Graduate School of Biological Sciences at City of Hope',
 'Ithaca College',
 'Jackson State University',
 'Jacksonville State University',
 'Jacksonville University',
 'James Madison University',
 'Jewish Theological Seminary of America',
 'John Brown University',
 'John Carroll University',
 'John Patrick University of Health and Applied Sciences',
 'Johns Hopkins University',
 'Johnson & Wales University-Online',
 'Johnson & Wales University-Providence',
 'Johnson C Smith University',
 'Johnson University',
 'Jose Maria Vargas University',
 'Judson University',
 'Jung Tao School of Classical Chinese Medicine',
 'Juniata College',
 'Kairos University',
 'Kansas City University',
 'Kansas City University',
 'Kansas State University',
 'Kansas Wesleyan University',
 'Kean University',
 'Keck Graduate Institute',
 'Keene State College',
 'Keiser University-Ft Lauderdale',
 'Kennesaw State University',
 'Kenrick Glennon Seminary',
 'Kent State University at Kent',
 'Kentucky Christian University',
 'Kentucky State University',
 'Kettering College',
 'Kettering University',
 'Keuka College',
 'Keystone College',
 'King University',
 "King's College",
 'Kutztown University of Pennsylvania',
 'Kuyper College',
 'La Roche University',
 'La Salle University',
 'La Sierra University',
 'LaGrange College',
 'Laguna College of Art and Design',
 'Lake Erie College',
 'Lake Erie College of Osteopathic Medicine',
 'Lake Forest College',
 'Lake Forest Graduate School of Management',
 'Lakeland University',
 'Lamar University',
 'Lancaster Bible College',
 'Lancaster Theological Seminary',
 'Lander University',
 'Landmark College',
 'Langston University',
 'Lasell University',
 'Lawrence Technological University',
 'Le Moyne College',
 'Lebanon Valley College',
 'Lee University',
 'Lees-McRae College',
 'Lehigh University',
 'Lenoir-Rhyne University',
 'Lesley University',
 'LeTourneau University',
 'Lewis & Clark College',
 'Lewis University',
 'Lexington Theological Seminary',
 'Liberty University',
 'Life Chiropractic College West',
 'Life Pacific University',
 'Life University',
 'LIM College',
 'Limestone University',
 'Lincoln Christian University',
 'Lincoln Memorial University',
 'Lincoln University',
 'Lincoln University',
 'Lincoln University',
 'Lindenwood University',
 'Lindsey Wilson College',
 'Linfield University-Online and Continuing Education',
 'Lipscomb University',
 'Lock Haven University',
 'Logan University',
 'Loma Linda University',
 'Long Island University',
 'Longwood University',
 'Longy School of Music of Bard College',
 'Loras College',
 'Los Angeles Pacific University',
 'Louisiana Christian University',
 'Louisiana State University and Agricultural & Mechanical College',
 'Louisiana State University Health Sciences Center-New Orleans',
 'Louisiana State University Health Sciences Center-Shreveport',
 'Louisiana State University-Shreveport',
 'Louisiana Tech University',
 'Louisville Presbyterian Theological Seminary',
 'Lourdes University',
 'Loyola Marymount University',
 'Loyola University Chicago',
 'Loyola University Maryland',
 'Loyola University New Orleans',
 'Lubbock Christian University',
 'Luther Rice College & Seminary',
 'Luther Seminary',
 'Lutheran School of Theology at Chicago',
 'Lynn University',
 'Madison Area Technical College',
 'Madonna University',
 'Maharishi International University',
 'Maine College of Art & Design',
 'Maine Maritime Academy',
 'Maine Media College',
 'Malone University',
 'Manchester University',
 'Manhattan College',
 'Manhattan School of Music',
 'Manhattanville College',
 'Manna University',
 'Manor College',
 'Mansfield University of Pennsylvania',
 'Maranatha Baptist University',
 'Marian University',
 'Marian University',
 'Marietta College',
 'Marist College',
 'Marquette University',
 'Mars Hill University',
 'Marshall B Ketchum University',
 'Marshall University',
 'Martin Luther College',
 'Martin University',
 'Mary Baldwin University',
 'Maryland Institute College of Art',
 'Maryland University of Integrative Health',
 'Marymount California University',
 'Marymount University',
 'Maryville University of Saint Louis',
 'Marywood University',
 'Massachusetts College of Art and Design',
 'Massachusetts College of Liberal Arts',
 'Massachusetts Institute of Technology',
 'Massachusetts Maritime Academy',
 'Massachusetts School of Law',
 'Mayo Clinic College of Medicine and Science',
 'Mayville State University',
 'McCormick Theological Seminary',
 'McDaniel College',
 'McKendree University',
 'McMurry University',
 'McNeese State University',
 'McPherson College',
 'MCPHS University',
 'Meadville Theological School of Lombard College',
 'Medaille University',
 'Medical College of Wisconsin',
 'Medical University of South Carolina',
 'Meharry Medical College',
 'Memphis Theological Seminary',
 'Mercer University',
 'Mercy College',
 'Mercy College of Ohio',
 'Mercyhurst University',
 'Meredith College',
 'Meridian University',
 'Merrimack College',
 'Mesivta Torah Vodaath Rabbinical Seminary',
 'Mesivtha Tifereth Jerusalem of America',
 'Messiah University',
 'Methodist College',
 'Methodist Theological School in Ohio',
 'Methodist University',
 'Metropolitan College of New York',
 'Metropolitan State University',
 'Metropolitan State University of Denver',
 'MGH Institute of Health Professions',
 'Miami Regional University',
 'Miami University-Hamilton',
 'Miami University-Oxford',
 'Michigan School of Psychology',
 'Michigan State University',
 'Michigan Technological University',
 'Mid-America Christian University',
 'MidAmerica Nazarene University',
 'Middle Georgia State University',
 'Middle Tennessee School of Anesthesia Inc',
 'Middle Tennessee State University',
 'Middlebury College',
 'Middlebury Institute of International Studies at Monterey',
 'Midland University',
 'Midway University',
 'Midwest College of Oriental Medicine-Racine',
 'Midwest College of Oriental Medicine-Skokie',
 'Midwestern Baptist Theological Seminary',
 'Midwestern State University',
 'Midwestern University-Downers Grove',
 'Midwestern University-Glendale',
 'Millennia Atlantic University',
 'Millersville University of Pennsylvania',
 'Milligan University',
 'Millikin University',
 'Mills College at Northeastern University',
 'Millsaps College',
 'Milwaukee School of Engineering',
 'Minerva University',
 'Minneapolis College of Art and Design',
 'Minnesota State University Moorhead',
 'Minnesota State University-Mankato',
 'Minot State University',
 'Mirrer Yeshiva Cent Institute',
 'Misericordia University',
 'Missio Theological Seminary',
 'Mississippi College',
 'Mississippi State University',
 'Mississippi University for Women',
 'Mississippi Valley State University',
 'Missouri Baptist University',
 'Missouri Southern State University',
 'Missouri State University-Springfield',
 'Missouri University of Science and Technology',
 'Missouri Valley College',
 'Missouri Western State University',
 'Mitchell Hamline School of Law',
 'Molloy College',
 'Monmouth University',
 'Monroe College',
 'Montana State University',
 'Montana State University Billings',
 'Montana State University-Northern',
 'Montana Technological University',
 'Montclair State University',
 'Montreat College',
 'Moody Bible Institute',
 'Moore College of Art and Design',
 'Moravian University',
 'Morehead State University',
 'Morehouse School of Medicine',
 'Morgan State University',
 'Morningside University',
 'Mount Aloysius College',
 'Mount Angel Seminary',
 'Mount Carmel College of Nursing',
 'Mount Holyoke College',
 'Mount Marty University',
 'Mount Mary University',
 'Mount Mercy University',
 'Mount Saint Joseph University',
 'Mount Saint Mary College',
 "Mount Saint Mary's University",
 "Mount St. Mary's University",
 'Mount Vernon Nazarene University',
 'Multnomah University',
 'Murray State University',
 'Muskingum University',
 'Naropa University',
 'Nashotah House',
 'National American University-Rapid City',
 'National Louis University',
 'National Paralegal College',
 'National University',
 'National University of Health Sciences',
 'National University of Natural Medicine',
 'Naval Postgraduate School',
 'Nazarene Theological Seminary',
 'Nazareth College',
 'Nebraska Methodist College of Nursing & Allied Health',
 'Nebraska Wesleyan University',
 'Ner Israel Rabbinical College',
 'Neumann University',
 'Nevada State College',
 'New Brunswick Theological Seminary',
 'New College of Florida',
 'New England College',
 'New England College of Optometry',
 'New England Institute of Technology',
 'New England Law-Boston',
 'New Jersey City University',
 'New Jersey Institute of Technology',
 'New Mexico Highlands University',
 'New Mexico Institute of Mining and Technology',
 'New Mexico State University-Main Campus',
 'New Orleans Baptist Theological Seminary',
 'New Saint Andrews College',
 'New York Academy of Art',
 'New York College of Health Professions',
 'New York College of Podiatric Medicine',
 'New York College of Traditional Chinese Medicine',
 'New York Film Academy',
 'New York Institute of Technology',
 'New York Law School',
 'New York Medical College',
 'New York School of Interior Design',
 'New York Theological Seminary',
 'New York University',
 'Newman University',
 'Newschool of Architecture and Design',
 'Niagara University',
 'Nicholls State University',
 'Nichols College',
 'Norfolk State University',
 'North American University',
 'North Carolina A & T State University',
 'North Carolina Central University',
 'North Carolina State University at Raleigh',
 'North Carolina Wesleyan University',
 'North Central College',
 'North Central University',
 'North Dakota State University-Main Campus',
 'North Greenville University',
 'North Park University',
 'Northcentral University',
 'Northeast College of Health Sciences',
 'Northeast Ohio Medical University',
 'Northeastern Illinois University',
 'Northeastern Seminary',
 'Northeastern State University',
 'Northeastern University',
 'Northeastern University Professional Programs',
 'Northern Arizona University',
 'Northern Baptist Theological Seminary',
 'Northern Illinois University',
 'Northern Kentucky University',
 'Northern Michigan University',
 'Northern State University',
 'Northern Vermont University',
 'Northpoint Bible College',
 'NorthShore University HealthSystem School of Nurse Anesthesia',
 'Northwest Missouri State University',
 'Northwest Nazarene University',
 'Northwest University',
 'Northwest University-Center for Online and Extended Education',
 'Northwestern College',
 'Northwestern Health Sciences University',
 'Northwestern Oklahoma State University',
 'Northwestern State University of Louisiana',
 'Northwestern University',
 'Northwood University',
 'Norwich University',
 'Notre Dame College',
 'Notre Dame de Namur University',
 'Notre Dame of Maryland University',
 'Nova Southeastern University',
 'NUC University',
 'Oak Point University',
 'Oakland City University',
 'Oakland University',
 'Oakwood University',
 'Oberlin College',
 'Oblate School of Theology',
 'Oglala Lakota College',
 'Ohio Christian University',
 'Ohio Dominican University',
 'Ohio Northern University',
 'Ohio State University-Main Campus',
 'Ohio University-Main Campus',
 'Oklahoma Baptist University',
 'Oklahoma Christian University',
 'Oklahoma City University',
 'Oklahoma State University Center for Health Sciences',
 'Oklahoma State University-Main Campus',
 'Oklahoma Wesleyan University',
 'Old Dominion University',
 'Olivet College',
 'Olivet Nazarene University',
 'Omega Graduate School',
 'Oral Roberts University',
 'Oregon College of Oriental Medicine',
 'Oregon Health & Science University',
 'Oregon Institute of Technology',
 'Oregon State University',
 'Oregon State University-Cascades Campus',
 'Otis College of Art and Design',
 'Ottawa University-Kansas City',
 'Ottawa University-Milwaukee',
 'Ottawa University-Online',
 'Ottawa University-Ottawa',
 'Ottawa University-Phoenix',
 'Ottawa University-Surprise',
 'Otterbein University',
 'Ouachita Baptist University',
 'Our Lady of the Lake University',
 'Pace University',
 'Pacific College of Health and Science',
 'Pacific College of Health and Science',
 'Pacific College of Health and Science',
 'Pacific Lutheran University',
 'Pacific Northwest College of Art',
 'Pacific Northwest University of Health Sciences',
 'Pacific Oaks College',
 'Pacific Rim Christian University',
 'Pacific School of Religion',
 'Pacific States University',
 'Pacific Union College',
 'Pacific University',
 'Pacifica Graduate Institute',
 'Palm Beach Atlantic University',
 'Palmer College of Chiropractic',
 'Palo Alto University',
 'Pardee RAND Graduate School',
 'Park University',
 'Parker University',
 'Payne Theological Seminary',
 'Peirce College',
 'Pennsylvania Academy of the Fine Arts',
 'Pennsylvania College of Health Sciences',
 'Pentecostal Theological Seminary',
 'Pepperdine University',
 'Peru State College',
 'Pfeiffer University',
 'Philadelphia College of Osteopathic Medicine',
 'Phillips Theological Seminary',
 'Phoenix Institute of Herbal Medicine & Acupuncture',
 'Phoenix Seminary',
 'Piedmont University',
 'Pillar College',
 'Pine Manor College',
 'Pittsburg State University',
 'Pittsburgh Theological Seminary',
 'Plymouth State University',
 'Point Loma Nazarene University',
 'Point Park University',
 'Point University',
 'Polytechnic University of Puerto Rico-Miami',
 'Polytechnic University of Puerto Rico-Orlando',
 'Ponce Health Sciences University',
 'Ponce Health Sciences University-Centro Universitario de San Juan',
 'Ponce Health Sciences University-East',
 'Ponce Health Sciences University-St Louis',
 'Pontifical Catholic University of Puerto Rico-Arecibo',
 'Pontifical Catholic University of Puerto Rico-Mayaguez',
 'Pontifical Catholic University of Puerto Rico-Ponce',
 'Pontifical College Josephinum',
 'Pontifical Faculty of the Immaculate Conception at the Dominican House of '
 'Studies',
 'Pontifical John Paul II Institute for Studies on Marriage and Family',
 'Pope St John XXIII National Seminary',
 'Portland State University',
 'Post University',
 'Prairie View A & M University',
 'Pratt Institute-Main',
 'Presbyterian College',
 'Presbyterian Theological Seminary in America',
 'Prescott College',
 'Presentation College',
 'Presidio Graduate School',
 'Princeton Theological Seminary',
 'Princeton University',
 'Professional University Dr. Carlos J. Borrero Rios',
 'Providence College',
 'Puerto Rico Conservatory of Music',
 'Purdue University Fort Wayne',
 'Purdue University Global',
 'Purdue University Northwest',
 'Purdue University-Main Campus',
 'Queens University of Charlotte',
 'Quincy University',
 'Quinnipiac University',
 'Rabbinical Academy Mesivta Rabbi Chaim Berlin',
 'Rabbinical College Bobover Yeshiva Bnei Zion',
 'Rabbinical College of America',
 'Rabbinical College Telshe',
 'Rabbinical Seminary of America',
 'Radford University',
 'Ramapo College of New Jersey',
 'Randall University',
 'Randolph College',
 'Rasmussen University-Florida',
 'Rasmussen University-Illinois',
 'Rasmussen University-Kansas',
 'Rasmussen University-Minnesota',
 'Rasmussen University-North Dakota',
 'Reconstructionist Rabbinical College',
 'Red Rocks Community College',
 'Reed College',
 'Regent University',
 'Regis College',
 'Regis University',
 'Reinhardt University',
 'Reiss-Davis Graduate School',
 'Relay Graduate School of Education',
 'Rensselaer at Hartford',
 'Rensselaer Polytechnic Institute',
 'Research College of Nursing',
 'Rhode Island College',
 'Rhode Island School of Design',
 'Rhodes College',
 'Rice University',
 'Richmont Graduate University',
 'Rider University',
 'Rivier University',
 'Robert Morris University',
 'Roberts Wesleyan University',
 'Rochester Institute of Technology',
 'Rochester University',
 'Rockford University',
 'Rockhurst University',
 'Rocky Mountain College',
 'Rocky Mountain University of Health Professions',
 'Rocky Vista University',
 'Roger Williams University',
 'Roger Williams University School of Law',
 'Rogers State University',
 'Rollins College',
 'Roosevelt University',
 'Rosalind Franklin University of Medicine and Science',
 'Rose-Hulman Institute of Technology',
 'Roseman University of Health Sciences',
 'Rosemont College',
 'Rowan University',
 'Rush University',
 'Russell Sage College',
 'Rutgers University-Camden',
 'Rutgers University-New Brunswick',
 'Rutgers University-Newark',
 'Sacred Heart Major Seminary',
 'Sacred Heart Seminary and School of Theology',
 'Sacred Heart University',
 'Saginaw Valley State University',
 'Saint Ambrose University',
 'Saint Anthony College of Nursing',
 'Saint Charles Borromeo Seminary-Overbrook',
 'Saint Cloud State University',
 "Saint Edward's University",
 'Saint Elizabeth University',
 'Saint Francis Medical Center College of Nursing',
 'Saint Francis University',
 "Saint John's Seminary",
 'Saint Johns University',
 "Saint Joseph's College of Maine",
 "Saint Joseph's University",
 'Saint Leo University',
 'Saint Louis University',
 "Saint Martin's University",
 'Saint Mary-of-the-Woods College',
 "Saint Mary's College",
 "Saint Mary's College of California",
 "Saint Mary's University of Minnesota",
 'Saint Meinrad School of Theology',
 "Saint Michael's College",
 'Saint Norbert College',
 'Saint Paul School of Theology',
 "Saint Peter's University",
 'Saint Vincent College',
 'Saint Vincent de Paul Regional Seminary',
 'Saint Vincent Seminary',
 'Saint Vladimirs Orthodox Theological Seminary',
 'Saint Xavier University',
 'Salem College',
 'Salem State University',
 'Salem University',
 'Salisbury University',
 'Salus University',
 'Salve Regina University',
 'Sam Houston State University',
 'Samford University',
 'Samuel Merritt University',
 'San Diego Christian College',
 'San Diego Global Knowledge University',
 'San Diego State University',
 'San Francisco Art Institute',
 'San Francisco Bay University',
 'San Francisco Conservatory of Music',
 'San Francisco State University',
 'San Ignacio University',
 'San Joaquin College of Law',
 'San Jose State University',
 'San Juan Bautista School of Medicine',
 'Sanford Burnham Prebys Medical Discovery Institute',
 'SANS Technology Institute',
 'Santa Clara University',
 'Sarah Lawrence College',
 'Savannah College of Art and Design',
 'Savannah State University',
 'Saybrook University',
 'Schiller International University',
 'School of the Art Institute of Chicago',
 'School of Visual Arts',
 'Schreiner University',
 'Scripps College',
 'Seattle Film Institute',
 'Seattle Institute of East Asian Medicine',
 'Seattle Pacific University',
 'Seattle University',
 'Seminario Evangelico de Puerto Rico',
 'Sentara College of Health Sciences',
 'Seton Hall University',
 'Seton Hill University',
 'Shasta Bible College and Graduate School',
 'Shaw University',
 'Shawnee State University',
 'Shenandoah University',
 'Shepherd University',
 'Shepherds Theological Seminary',
 'Sherman College of Chiropractic',
 'Shippensburg University of Pennsylvania',
 'Shorter University',
 'Siena College',
 'Siena Heights University',
 'Sierra Nevada University',
 'Simmons University',
 'Simpson College',
 'Simpson University',
 'Sinte Gleska University',
 'SIT Graduate Institute',
 'Sitting Bull College',
 'Slippery Rock University of Pennsylvania',
 'Smith College',
 'Sofia University',
 'Soka University of America',
 'Sonoma State University',
 'Sonoran University of Health Sciences',
 "Sotheby's Institute of Art-NY",
 'South Baylo University',
 'South Carolina State University',
 'South College',
 'South Dakota School of Mines and Technology',
 'South Dakota State University',
 'South Florida Bible College and Theological Seminary',
 'South Texas College of Law Houston',
 'South University-Austin',
 'South University-Columbia',
 'South University-Montgomery',
 'South University-Richmond',
 'South University-Savannah',
 'South University-Savannah Online',
 'South University-Tampa',
 'South University-Virginia Beach',
 'South University-West Palm Beach',
 'Southeast Missouri State University',
 'Southeastern Baptist Theological Seminary',
 'Southeastern Louisiana University',
 'Southeastern Oklahoma State University',
 'Southeastern University',
 'Southern Adventist University',
 'Southern Arkansas University Main Campus',
 'Southern California Institute of Architecture',
 'Southern California Seminary',
 'Southern California University of Health Sciences',
 'Southern College of Optometry',
 'Southern Connecticut State University',
 'Southern Illinois University-Carbondale',
 'Southern Illinois University-Edwardsville',
 'Southern Methodist University',
 'Southern Nazarene University',
 'Southern New Hampshire University',
 'Southern Oregon University',
 'Southern States University',
 'Southern University and A & M College',
 'Southern University at New Orleans',
 'Southern University Law Center',
 'Southern Utah University',
 'Southern Wesleyan University',
 'Southwest Acupuncture College-Boulder',
 'Southwest Acupuncture College-Santa Fe',
 'Southwest Baptist University',
 'Southwest Minnesota State University',
 'Southwestern Adventist University',
 'Southwestern Assemblies of God University',
 'Southwestern Christian University',
 'Southwestern College',
 'Southwestern College',
 'Southwestern Law School',
 'Southwestern Oklahoma State University',
 'Spalding University',
 'Spertus College',
 'Spring Arbor University',
 'Spring Hill College',
 'Springfield College',
 'Springfield College-Regional Online and Continuing Education',
 "St Bernard's School of Theology and Ministry",
 'St Bonaventure University',
 'St Catherine University',
 'St Lawrence University',
 'St Louis College of Health Careers-Fenton',
 'St. Andrews University',
 'St. Francis College',
 'St. John Fisher University',
 "St. John's College",
 "St. John's College",
 "St. John's College-Department of Nursing",
 "St. John's University-New York",
 "St. Joseph's University-New York",
 "St. Mary's College of Maryland",
 "St. Mary's University",
 'St. Thomas Aquinas College',
 'St. Thomas University',
 'Stanbridge University',
 'Stanford University',
 'Starr King School for the Ministry',
 'State University of New York at New Paltz',
 'State University of New York at Oswego',
 'Stephen F Austin State University',
 'Stephens College',
 'Sterling College',
 'Stetson University',
 'Stevens Institute of Technology',
 'Stevenson University',
 'Stockton University',
 'Stonehill College',
 'Stony Brook University',
 'Stratford University',
 'Strayer University-Alabama',
 'Strayer University-Arkansas',
 'Strayer University-Delaware',
 'Strayer University-District of Columbia',
 'Strayer University-Florida',
 'Strayer University-Georgia',
 'Strayer University-Global Region',
 'Strayer University-Maryland',
 'Strayer University-Mississippi',
 'Strayer University-New Jersey',
 'Strayer University-North Carolina',
 'Strayer University-Pennsylvania',
 'Strayer University-South Carolina',
 'Strayer University-Tennessee',
 'Strayer University-Texas',
 'Strayer University-Virginia',
 'Strayer University-West Virginia',
 'Suffolk University',
 'Sul Ross State University',
 'Sullivan University',
 'SUM Bible College and Theological Seminary',
 'SUNY at Albany',
 'SUNY at Fredonia',
 'SUNY at Purchase College',
 'SUNY Brockport',
 'SUNY Buffalo State University',
 'SUNY College at Geneseo',
 'SUNY College at Old Westbury',
 'SUNY College at Plattsburgh',
 'SUNY College at Potsdam',
 'SUNY College of Environmental Science and Forestry',
 'SUNY College of Optometry',
 'SUNY College of Technology at Delhi',
 'SUNY Cortland',
 'SUNY Downstate Health Sciences University',
 'SUNY Maritime College',
 'SUNY Oneonta',
 'SUNY Polytechnic Institute',
 'Susquehanna University',
 'Sweet Briar College',
 'Syracuse University',
 'Tabor College',
 'Taft University System',
 'Talladega College',
 'Tarleton State University',
 'Taylor University',
 'Teachers College at Columbia University',
 'Teachers College of San Joaquin',
 'Telshe Yeshiva-Chicago',
 'Temple University',
 'Tennessee State University',
 'Tennessee Technological University',
 'Tennessee Wesleyan University',
 'Texas A & M International University',
 'Texas A & M University-College Station',
 'Texas A & M University-Commerce',
 'Texas A & M University-Corpus Christi',
 'Texas A & M University-Kingsville',
 'Texas A&M University-Central Texas',
 'Texas A&M University-San Antonio',
 'Texas A&M University-Texarkana',
 'Texas Chiropractic College Foundation Inc',
 'Texas Christian University',
 'Texas Health and Science University',
 'Texas Lutheran University',
 'Texas Southern University',
 'Texas State University',
 'Texas Tech University',
 'Texas Tech University Health Sciences Center',
 'Texas Tech University Health Sciences Center-El Paso',
 'Texas Wesleyan University',
 "Texas Woman's University",
 'The Baptist College of Florida',
 'The Catholic University of America',
 'The Chicago School of Professional Psychology at Anaheim',
 'The Chicago School of Professional Psychology at Chicago',
 'The Chicago School of Professional Psychology at Los Angeles',
 'The Chicago School of Professional Psychology at San Diego',
 'The Chicago School of Professional Psychology at Washington DC',
 'The Chicago School of Professional Psychology at Xavier University of '
 'Louisiana',
 'The College of Idaho',
 'The College of New Jersey',
 'The College of Saint Rose',
 'The College of Saint Scholastica',
 'The Colleges of Law at Santa Barbara',
 'The Colleges of Law at Ventura',
 'The Cooper Union for the Advancement of Science and Art',
 'The Evergreen State College',
 'The General Theological Seminary',
 'The Juilliard School',
 "The King's University",
 "The Master's University and Seminary",
 'The New England Conservatory of Music',
 'The New School',
 'The Pennsylvania State University',
 'The Rockefeller University',
 'The School of Architecture',
 'The Seattle School of Theology & Psychology',
 'The Southern Baptist Theological Seminary',
 'The Southwestern Baptist Theological Seminary',
 'The University of Alabama',
 'The University of Findlay',
 'The University of Montana',
 'The University of Tampa',
 'The University of Tennessee Health Science Center',
 'The University of Tennessee Southern',
 'The University of Tennessee-Chattanooga',
 'The University of Tennessee-Knoxville',
 'The University of Tennessee-Martin',
 'The University of Texas at Arlington',
 'The University of Texas at Austin',
 'The University of Texas at Dallas',
 'The University of Texas at El Paso',
 'The University of Texas at San Antonio',
 'The University of Texas at Tyler',
 'The University of Texas Health Science Center at Houston',
 'The University of Texas Health Science Center at San Antonio',
 'The University of Texas MD Anderson Cancer Center',
 'The University of Texas Medical Branch at Galveston',
 'The University of Texas Permian Basin',
 'The University of Texas Rio Grande Valley',
 'The University of the Arts',
 'The University of the South',
 'The University of West Florida',
 'The Wright Institute',
 'Theological Seminary of the Reformed Episcopal Church',
 'Thiel College',
 'Thomas College',
 'Thomas Edison State University',
 'Thomas Jefferson School of Law',
 'Thomas Jefferson University',
 'Thomas More University',
 'Thomas University',
 'Tiffin University',
 'Tougaloo College',
 'Touro University',
 'Touro University California',
 'Touro University Nevada',
 'Touro University Worldwide',
 'Towson University',
 'Toyota Technological Institute at Chicago',
 'Trevecca Nazarene University',
 'Trine University',
 'Trine University-Regional/Non-Traditional Campuses',
 'Trinity Baptist College',
 'Trinity Bible College and Graduate School',
 'Trinity Christian College',
 'Trinity College',
 'Trinity College of Nursing & Health Sciences',
 'Trinity Episcopal School for Ministry',
 'Trinity International University-Florida',
 'Trinity International University-Illinois',
 'Trinity Law School',
 'Trinity University',
 'Trinity Washington University',
 'Troy University',
 'Truett McConnell University',
 'Truman State University',
 'Tufts University',
 'Tulane University of Louisiana',
 'Tusculum University',
 'Tuskegee University',
 'Unification Theological Seminary',
 'Union College',
 'Union College',
 'Union Institute & University',
 'Union Presbyterian Seminary',
 'Union Theological Seminary in the City of New York',
 'Union University',
 'United Lutheran Seminary',
 'United States Merchant Marine Academy',
 'United States Sports Academy',
 'United States University',
 'United Theological Seminary',
 'United Theological Seminary of the Twin Cities',
 'Unity College',
 'Universidad Adventista de las Antillas',
 'Universidad Ana G. Mendez-Carolina Campus',
 'Universidad Ana G. Mendez-Cupey Campus',
 'Universidad Ana G. Mendez-Gurabo Campus',
 'Universidad Central de Bayamon',
 'Universidad Central Del Caribe',
 'Universidad del Sagrado Corazon',
 'Universidad Pentecostal Mizpa',
 'Universidad Politecnica de Puerto Rico',
 'Universidad Teologica del Caribe',
 'University at Buffalo',
 'University of Advancing Technology',
 'University of Akron Main Campus',
 'University of Alabama at Birmingham',
 'University of Alabama in Huntsville',
 'University of Alaska Anchorage',
 'University of Alaska Fairbanks',
 'University of Alaska Southeast',
 'University of Antelope Valley',
 'University of Arizona',
 'University of Arkansas',
 'University of Arkansas at Little Rock',
 'University of Arkansas at Monticello',
 'University of Arkansas at Pine Bluff',
 'University of Arkansas for Medical Sciences',
 'University of Arkansas Grantham',
 'University of Arkansas-Fort Smith',
 'University of Baltimore',
 'University of Bridgeport',
 'University of California-Berkeley',
 'University of California-Davis',
 'University of California-Hastings College of Law',
 'University of California-Irvine',
 'University of California-Los Angeles',
 'University of California-Merced',
 'University of California-Riverside',
 'University of California-San Diego',
 'University of California-San Francisco',
 'University of California-Santa Barbara',
 'University of California-Santa Cruz',
 'University of Central Arkansas',
 'University of Central Florida',
 'University of Central Missouri',
 'University of Central Oklahoma',
 'University of Charleston',
 'University of Chicago',
 'University of Cincinnati-Main Campus',
 'University of Colorado Boulder',
 'University of Colorado Colorado Springs',
 'University of Colorado Denver/Anschutz Medical Campus',
 'University of Connecticut',
 'University of Connecticut-Avery Point',
 'University of Connecticut-Hartford Campus',
 'University of Connecticut-Stamford',
 'University of Connecticut-Waterbury Campus',
 'University of Dallas',
 'University of Dayton',
 'University of Delaware',
 'University of Denver',
 'University of Detroit Mercy',
 'University of Dubuque',
 'University of East-West Medicine',
 'University of Evansville',
 'University of Florida',
 'University of Fort Lauderdale',
 'University of Georgia',
 'University of Guam',
 'University of Hartford',
 'University of Hawaii at Hilo',
 'University of Hawaii at Manoa',
 'University of Health Sciences and Pharmacy in St. Louis',
 'University of Holy Cross',
 'University of Houston',
 'University of Houston-Clear Lake',
 'University of Houston-Downtown',
 'University of Houston-Victoria',
 'University of Idaho',
 'University of Illinois Chicago',
 'University of Illinois Springfield',
 'University of Illinois Urbana-Champaign',
 'University of Indianapolis',
 'University of Iowa',
 'University of Jamestown',
 'University of Kansas',
 'University of Kentucky',
 'University of La Verne',
 'University of Louisiana at Lafayette',
 'University of Louisiana at Monroe',
 'University of Louisville',
 'University of Lynchburg',
 'University of Maine',
 'University of Maine at Farmington',
 'University of Management and Technology',
 'University of Mary',
 'University of Mary Hardin-Baylor',
 'University of Mary Washington',
 'University of Maryland Baltimore',
 'University of Maryland Eastern Shore',
 'University of Maryland Global Campus',
 'University of Maryland-Baltimore County',
 'University of Maryland-College Park',
 'University of Massachusetts Chan Medical School',
 'University of Massachusetts Global',
 'University of Massachusetts-Amherst',
 'University of Massachusetts-Boston',
 'University of Massachusetts-Dartmouth',
 'University of Massachusetts-Lowell',
 'University of Memphis',
 'University of Miami',
 'University of Michigan-Ann Arbor',
 'University of Michigan-Dearborn',
 'University of Michigan-Flint',
 'University of Minnesota-Duluth',
 'University of Minnesota-Twin Cities',
 'University of Mississippi',
 'University of Missouri-Columbia',
 'University of Missouri-Kansas City',
 'University of Missouri-St Louis',
 'University of Mobile',
 'University of Montevallo',
 'University of Mount Olive',
 'University of Mount Union',
 'University of Nebraska at Kearney',
 'University of Nebraska at Omaha',
 'University of Nebraska Medical Center',
 'University of Nebraska-Lincoln',
 'University of Nevada-Las Vegas',
 'University of Nevada-Reno',
 'University of New England',
 'University of New Hampshire-Franklin Pierce School of Law',
 'University of New Hampshire-Main Campus',
 'University of New Haven',
 'University of New Mexico-Main Campus',
 'University of New Orleans',
 'University of North Alabama',
 'University of North Carolina at Asheville',
 'University of North Carolina at Chapel Hill',
 'University of North Carolina at Charlotte',
 'University of North Carolina at Greensboro',
 'University of North Carolina at Pembroke',
 'University of North Carolina School of the Arts',
 'University of North Carolina Wilmington',
 'University of North Dakota',
 'University of North Florida',
 'University of North Georgia',
 'University of North Texas',
 'University of North Texas at Dallas',
 'University of North Texas Health Science Center',
 'University of Northern Colorado',
 'University of Northern Iowa',
 'University of Northwestern Ohio',
 'University of Northwestern-St Paul',
 'University of Notre Dame',
 'University of Oklahoma-Health Sciences Center',
 'University of Oklahoma-Norman Campus',
 'University of Oregon',
 'University of Pennsylvania',
 'University of Phoenix-Arizona',
 'University of Phoenix-California',
 'University of Phoenix-Hawaii',
 'University of Phoenix-Nevada',
 'University of Phoenix-Texas',
 'University of Pikeville',
 'University of Pittsburgh-Pittsburgh Campus',
 'University of Portland',
 'University of Providence',
 'University of Puerto Rico-Mayaguez',
 'University of Puerto Rico-Medical Sciences',
 'University of Puerto Rico-Rio Piedras',
 'University of Puget Sound',
 'University of Redlands',
 'University of Rhode Island',
 'University of Richmond',
 'University of Rio Grande',
 'University of Rochester',
 'University of Saint Francis-Fort Wayne',
 'University of Saint Joseph',
 'University of Saint Mary',
 'University of Saint Mary of the Lake',
 'University of San Diego',
 'University of San Francisco',
 'University of Scranton',
 'University of Silicon Valley',
 'University of Sioux Falls',
 'University of South Alabama',
 'University of South Carolina Aiken',
 'University of South Carolina-Columbia',
 'University of South Carolina-Upstate',
 'University of South Dakota',
 'University of South Florida',
 'University of Southern California',
 'University of Southern Indiana',
 'University of Southern Maine',
 'University of Southern Mississippi',
 'University of St Francis',
 'University of St Thomas',
 'University of St Thomas',
 'University of St. Augustine for Health Sciences',
 'University of Texas Southwestern Medical Center',
 'University of the Cumberlands',
 'University of the District of Columbia',
 'University of the Incarnate Word',
 'University of the Pacific',
 'University of the People',
 'University of the Potomac-VA Campus',
 'University of the Potomac-Washington DC Campus',
 'University of the Sciences',
 'University of the Southwest',
 'University of the Virgin Islands',
 'University of the West',
 'University of Toledo',
 'University of Tulsa',
 'University of Utah',
 'University of Valley Forge',
 'University of Vermont',
 'University of Virginia-Main Campus',
 'University of Washington-Bothell Campus',
 'University of Washington-Seattle Campus',
 'University of Washington-Tacoma Campus',
 'University of West Alabama',
 'University of West Georgia',
 'University of West Los Angeles',
 'University of Western States',
 'University of Wisconsin-Eau Claire',
 'University of Wisconsin-Green Bay',
 'University of Wisconsin-La Crosse',
 'University of Wisconsin-Madison',
 'University of Wisconsin-Milwaukee',
 'University of Wisconsin-Oshkosh',
 'University of Wisconsin-Parkside',
 'University of Wisconsin-Platteville',
 'University of Wisconsin-River Falls',
 'University of Wisconsin-Stevens Point',
 'University of Wisconsin-Stout',
 'University of Wisconsin-Superior',
 'University of Wisconsin-Whitewater',
 'University of Wyoming',
 'Upper Iowa University',
 'Upper Valley Educators Institute',
 'Upstate Medical University',
 'Urshan Graduate School of Theology',
 'Ursuline College',
 'Utah State University',
 'Utah Tech University',
 'Utah Valley University',
 'Utica University',
 'Valdosta State University',
 'Valley City State University',
 'Valparaiso University',
 'Vanderbilt University',
 'VanderCook College of Music',
 'Vanguard University of Southern California',
 'Vaughn College of Aeronautics and Technology',
 'Veritas Baptist College',
 'Vermont College of Fine Arts',
 'Vermont Law and Graduate School',
 'Vermont Technical College',
 'Villanova University',
 'Virginia Beach Theological Seminary',
 'Virginia Commonwealth University',
 'Virginia Polytechnic Institute and State University',
 'Virginia State University',
 'Virginia Union University',
 'Virginia University of Integrative Medicine',
 'Virginia Wesleyan University',
 'Visible Music College',
 'Viterbo University',
 'Wagner College',
 'Wake Forest University',
 'Walden University',
 'Waldorf University',
 'Walla Walla University',
 'Walsh College',
 'Walsh University',
 'Warner Pacific University',
 'Warner Pacific University Professional and Graduate Studies',
 'Warner University',
 'Warren Wilson College',
 'Wartburg Theological Seminary',
 'Washburn University',
 'Washington Adventist University',
 'Washington and Lee University',
 'Washington State University',
 'Washington University in St Louis',
 'Wayland Baptist University',
 'Wayne State College',
 'Wayne State University',
 'Waynesburg University',
 'Webber International University',
 'Weber State University',
 'Webster University',
 'Weill Medical College of Cornell University',
 'Welch College',
 'Wentworth Institute of Technology',
 'Wesley Biblical Seminary',
 'Wesley Theological Seminary',
 'Wesleyan College',
 'Wesleyan University',
 'West Chester University of Pennsylvania',
 'West Coast University-Center for Graduate Studies',
 'West Coast University-Dallas',
 'West Coast University-Orange County',
 'West Liberty University',
 'West Texas A & M University',
 'West Virginia School of Osteopathic Medicine',
 'West Virginia State University',
 'West Virginia University',
 'West Virginia Wesleyan College',
 'Westcliff University',
 'Western Carolina University',
 'Western Colorado University',
 'Western Connecticut State University',
 'Western Governors University',
 'Western Illinois University',
 'Western Kentucky University',
 'Western Michigan University',
 'Western Michigan University Homer Stryker M.D. School of Medicine',
 'Western Michigan University-Thomas M. Cooley Law School',
 'Western New England University',
 'Western New Mexico University',
 'Western Oregon University',
 'Western Seminary',
 'Western Theological Seminary',
 'Western University of Health Sciences',
 'Western Washington University',
 'Westfield State University',
 'Westminster College',
 'Westminster College',
 'Westminster Theological Seminary',
 'Westminster Theological Seminary in California',
 'Wheaton College',
 'Wheeling University',
 'Whittier College',
 'Whitworth University',
 'Wichita State University',
 'Widener University',
 'Wilberforce University',
 'Wilkes University',
 'Willamette University',
 'William & Mary',
 'William Carey University',
 'William James College',
 'William Jessup University',
 'William Jewell College',
 'William Paterson University of New Jersey',
 'William Penn University',
 'William Woods University',
 'Williams Baptist University',
 'Williams College',
 'Williamson Christian College',
 'Wilmington University',
 'Wilson College',
 'Winebrenner Theological Seminary',
 'Wingate University',
 'Winona State University',
 'Winston-Salem State University',
 'Winthrop University',
 'Wisconsin Lutheran College',
 'Wisconsin School of Professional Psychology',
 'Wittenberg University',
 'Won Institute of Graduate Studies',
 'Wongu University of Oriental Medicine',
 'Woodbury University',
 'Worcester Polytechnic Institute',
 'Worcester State University',
 'World Mission University',
 'Wright Graduate University for the Realization of Human Potential',
 'Wright State University-Main Campus',
 'Xavier University',
 'Xavier University of Louisiana',
 'Yale University',
 'Yeshiva Derech Chaim',
 'Yeshiva Gedolah of Greater Detroit',
 'Yeshiva of Nitra Rabbinical College',
 'Yeshiva University',
 'Yo San University of Traditional Chinese Medicine',
 'York College of Pennsylvania',
 'York University',
 'Young Harris College',
 'Youngstown State University']

3. Find number of universities by state

The school.state_fips data element contains a number that corresponds to each state. This mapping is given below:

states = {
    1:	'Alabama',
    2:	'Alaska',
    4:	'Arizona',
    5:	'Arkansas',
    6:	'California',
    8:	'Colorado',
    9:	'Connecticut',
    10:	'Delaware',
    11:	'District of Columbia',
    12:	'Florida',
    13:	'Georgia',
    15:	'Hawaii',
    16:	'Idaho',
    17:	'Illinois',
    18:	'Indiana',
    19:	'Iowa',
    20:	'Kansas',
    21:	'Kentucky',
    22:	'Louisiana',
    23:	'Maine',
    24:	'Maryland',
    25:	'Massachusetts',
    26:	'Michigan',
    27:	'Minnesota',
    28:	'Mississippi',
    29:	'Missouri',
    30:	'Montana',
    31:	'Nebraska',
    32:	'Nevada',
    33:	'New Hampshire',
    34:	'New Jersey',
    35:	'New Mexico',
    36:	'New York',
    37:	'North Carolina',
    38:	'North Dakota',
    39:	'Ohio',
    40:	'Oklahoma',
    41:	'Oregon',
    42:	'Pennsylvania',
    44:	'Rhode Island',
    45:	'South Carolina',
    46:	'South Dakota',
    47:	'Tennessee',
    48:	'Texas',
    49:	'Utah',
    50:	'Vermont',
    51:	'Virginia',
    53:	'Washington',
    54:	'West Virginia',
    55:	'Wisconsin',
    56:	'Wyoming',
    60:	'American Samoa',
    64:	'Federated States of Micronesia',
    66:	'Guam',
    69:	'Northern Mariana Islands',
    70:	'Palau',
    72:	'Puerto Rico',
    78:	'Virgin Islands'
}

Using this mapping, we can find the number of universities in each state:

condition = 'latest.school.degrees_awarded.highest=4'
field = 'latest.school.state_fips'
page_size = 100

# calculate the number of loops needed to page through every result based on the total number of results
url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{condition}&fields={field}&api_key={key}'
name_metadata = requests.get(url).json()['metadata']
total_pages = (name_metadata['total'] // page_size) + 1

state_freq = {}

for page_number in range(total_pages):

    url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{condition}&fields={field}&page={page_number}&per_page={page_size}&api_key={key}'

    state_data = requests.get(url).json()['results']

    for university in state_data:
        state = states[str(university['latest.school.state_fips'])]
        state_freq[state] = state_freq.get(state, 0) + 1
    
    # wait 1 second between API calls to be nicer on the host servers
    sleep(1)

Now, we can sort and display the results:

sorted_states = sorted(state_freq.items(), key=lambda x: x[1], reverse=True)

for state_name, num_universities in sorted_states:
    print(f'{state_name}: {num_universities}')

California: 209
New York: 151
Pennsylvania: 110
Texas: 103
Illinois: 82
Florida: 73
Massachusetts: 73
Ohio: 69
Missouri: 57
North Carolina: 53
Virginia: 52
Puerto Rico: 49
Indiana: 49
Tennessee: 48
Georgia: 47
Michigan: 46
Wisconsin: 40
Minnesota: 38
New Jersey: 38
South Carolina: 31
Alabama: 30
Colorado: 29
Maryland: 29
Oregon: 28
Washington: 28
Connecticut: 27
Iowa: 27
Kentucky: 27
Louisiana: 26
Kansas: 25
Oklahoma: 25
Arizona: 23
Nebraska: 20
West Virginia: 19
Arkansas: 19
Mississippi: 16
District of Columbia: 16
South Dakota: 15
Vermont: 14
New Hampshire: 12
Utah: 12
Rhode Island: 12
New Mexico: 12
Maine: 12
North Dakota: 11
Nevada: 9
Montana: 8
Hawaii: 7
Idaho: 6
Delaware: 5
Alaska: 4
Guam: 1
Virgin Islands: 1
Wyoming: 1

4. Retrieving multiple data points in a single query

The following example uses multiple conditions and multiple fields. The conditions in the query are separated by & while the fields are separated by ,.

# use .join to add '&' between the elements in the list of conditions
conditions = '&'.join([
    'latest.school.degrees_awarded.highest=4',
    'latest.student.size__range=1000..'  # limit results to schools with 1000 or more students
])

# use .join to add ',' between the elements in the list of fields
fields = ','.join([
    'school.name',
    'latest.admissions.admission_rate.overall',
    'latest.student.size',
    'latest.cost.tuition.out_of_state',
    'latest.cost.tuition.in_state',
    'latest.student.demographics.median_hh_income',
    'latest.school.endowment.begin'
])
page_size = 100
sort_key = 'school.name'

# calculate the number of loops needed to page through every result based on the total number of results
url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{conditions}&fields={fields}&api_key={key}'
name_metadata = requests.get(url).json()['metadata']
total_pages = (name_metadata['total'] // page_size) + 1

rows = []

for page_number in range(total_pages):

    url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{conditions}&fields={fields}&page={page_number}&per_page={page_size}&sort={sort_key}&api_key={key}'

    api_data = requests.get(url).json()['results']

    for university in api_data:
        row = [
            university['school.name'],
            university['latest.admissions.admission_rate.overall'],
            university['latest.student.size'],
            university['latest.cost.tuition.out_of_state'],
            university['latest.cost.tuition.in_state'],
            university['latest.student.demographics.median_hh_income'],
            university['latest.school.endowment.begin']
        ]
        rows.append(row)
    
    # wait 1 second between API calls to be nicer on the host servers
    sleep(1)

columns = ['Name', 'Admission Rate', 'Size', 'Tuition Out of State', 'Tuition In State', 'Median Household Income', 'Endowment']
df = pd.DataFrame(rows, columns=columns)

# display the dataframe
df

	Name	Admission Rate	Enrollment	Tuition Out of State	Tuition In State	Median Household Income	Endowment
0	Abilene Christian University	0.7011	3131	39350.0	39350.0	67136.0	4.435726e+08
1	Academy of Art University	NaN	5294	25424.0	25424.0	74015.0	NaN
2	Adams State University	0.9983	1484	17933.0	9680.0	50726.0	6.212400e+04
3	Adelphi University	0.7746	5168	42475.0	42475.0	80864.0	2.024480e+08
4	Adrian College	0.7599	1741	39107.0	39107.0	66915.0	3.618587e+07
...	...	...	...	...	...	...	...
1148	Xavier University of Louisiana	0.9541	2727	26398.0	26398.0	55657.0	1.470400e+08
1149	Yale University	0.0531	6535	59950.0	59950.0	75345.0	3.120169e+10
1150	Yeshiva University	0.6270	2583	47500.0	47500.0	78671.0	4.745080e+08
1151	York College of Pennsylvania	0.7769	3452	22350.0	22350.0	73378.0	1.507606e+08
1152	Youngstown State University	0.7815	8306	10381.0	10021.0	51307.0	2.676123e+08

1153 rows × 7 columns

We can query the resulting dataframe to find the data for specific universities:

df[df['Name'] == 'The University of Alabama']

	Name	Admission Rate	Enrollment	Tuition Out of State	Tuition In State	Median Household Income	Endowment
836	The University of Alabama	0.789	30725	31090.0	11620.0	57928.0	939393269.0

We can also query the dataframe to find the data for universities that satisfy certain conditions:

df[df['Admission Rate'] < 0.1]

	Name	Admission Rate	Enrollment	Tuition Out of State	Tuition In State	Median Household Income	Endowment
97	Brown University	0.0551	7125	62304.0	62304.0	79027.0	4.377466e+09
192	Columbia University in the City of New York	0.0413	8832	63530.0	63530.0	76971.0	1.125702e+10
203	Cornell University	0.0869	15451	61015.0	61015.0	80346.0	6.882708e+09
222	Dartmouth College	0.0617	4533	60870.0	60870.0	79834.0	5.975180e+09
243	Duke University	0.0589	6815	60244.0	60244.0	78468.0	8.474071e+09
347	Harvard University	0.0401	7938	55587.0	55587.0	76879.0	4.189438e+10
397	Johns Hopkins University	0.0752	5727	58720.0	58720.0	81539.0	6.750092e+09
475	Massachusetts Institute of Technology	0.0411	4629	55878.0	55878.0	77426.0	1.838152e+10
586	Northwestern University	0.0697	8691	60768.0	60768.0	81811.0	8.484706e+09
632	Princeton University	0.0438	5236	56010.0	56010.0	81428.0	2.594428e+10
655	Rice University	0.0948	4240	52895.0	52895.0	77707.0	6.166323e+09
763	Stanford University	0.0395	7645	56169.0	56169.0	80275.0	2.894811e+10
868	Tulane University of Louisiana	0.0963	8700	60814.0	60814.0	69803.0	1.458648e+09
909	University of Chicago	0.0648	7558	62241.0	62241.0	74573.0	7.199521e+09
1005	University of Pennsylvania	0.0587	10644	61710.0	61710.0	78252.0	1.487736e+10
1074	Vanderbilt University	0.0714	7104	56966.0	56966.0	76279.0	6.917371e+09
1137	Williams College	0.0883	2129	59660.0	59660.0	77966.0	2.727113e+09
1149	Yale University	0.0531	6535	59950.0	59950.0	75345.0	3.120169e+10

df[df['Endowment'] > 1.0e+10]

	Name	Admission Rate	Enrollment	Tuition Out of State	Tuition In State	Median Household Income	Endowment
192	Columbia University in the City of New York	0.0413	8832	63530.0	63530.0	76971.0	1.125702e+10
347	Harvard University	0.0401	7938	55587.0	55587.0	76879.0	4.189438e+10
475	Massachusetts Institute of Technology	0.0411	4629	55878.0	55878.0	77426.0	1.838152e+10
632	Princeton University	0.0438	5236	56010.0	56010.0	81428.0	2.594428e+10
763	Stanford University	0.0395	7645	56169.0	56169.0	80275.0	2.894811e+10
812	Texas A & M University-College Station	0.6428	56006	40134.0	13239.0	67194.0	1.273407e+10
963	University of Michigan-Ann Arbor	0.2015	32063	53232.0	16178.0	77145.0	1.214471e+10
1002	University of Notre Dame	0.1507	8950	58843.0	58843.0	76710.0	1.231942e+10
1005	University of Pennsylvania	0.0587	10644	61710.0	61710.0	78252.0	1.487736e+10
1149	Yale University	0.0531	6535	59950.0	59950.0	75345.0	3.120169e+10

5. Retrieving all data for an institution

The College Scorecard API can also be used to retrieve all of the data for a particular institution. The example below finds all data for The University of Alabama:

# the text in the condition must be URL encoded
condition = 'school.name=The%20University%20of%20Alabama'

url = f'http://api.data.gov/ed/collegescorecard/v1/schools?{condition}&api_key={key}'

api_data = requests.get(url).json()

pprint(api_data)

{'metadata': {'page': 0, 'per_page': 20, 'total': 1},
 'results': [{'fed_sch_cd': '001051',
              'id': 100751,
              'latest': {'academics': {'program': {'assoc': {'agriculture': 0,
                                                             'architecture': 0,
                                                             'biological': 0,
                                                             'business_marketing': 0,
                                                             'communication': 0,
                                                             'communications_technology': 0,
                                                             'computer': 0,
                                                             'construction': 0,
                                                             'education': 0,
                                                             'engineering': 0,
                                                             'engineering_technology': 0,
                                                             'english': 0,
                                                             'ethnic_cultural_gender': 0,
                                                             'family_consumer_science': 0,
                                                             'health': 0,
                                                             'history': 0,
                                                             'humanities': 0,
                                                             'language': 0,
                                                             'legal': 0,
                                                             'library': 0,
                                                             'mathematics': 0,
                                                             'mechanic_repair_technology': 0,
                                                             'military': 0,
                                                             'multidiscipline': 0,
                                                             'parks_recreation_fitness': 0,
                                                             'personal_culinary': 0,
                                                             'philosophy_religious': 0,
                                                             'physical_science': 0,
                                                             'precision_production': 0,
                                                             'psychology': 0,
                                                             'public_administration_social_service': 0,
                                                             'resources': 0,
                                                             'science_technology': 0,
                                                             'security_law_enforcement': 0,
                                                             'social_science': 0,
                                                             'theology_religious_vocation': 0,
                                                             'transportation': 0,
                                                             'visual_performing': 0},
                                                   'bachelors': {'agriculture': 0,
                                                                 'architecture': 0,
                                                                 'biological': 1,
                                                                 'business_marketing': 1,
                                                                 'communication': 1,
                                                                 'communications_technology': 0,
                                                                 'computer': 1,
                                                                 'construction': 0,
                                                                 'education': 1,
                                                                 'engineering': 1,
                                                                 'engineering_technology': 0,
                                                                 'english': 1,
                                                                 'ethnic_cultural_gender': 1,
                                                                 'family_consumer_science': 1,
                                                                 'health': 1,
                                                                 'history': 1,
                                                                 'humanities': 0,
                                                                 'language': 1,
                                                                 'legal': 0,
                                                                 'library': 0,
                                                                 'mathematics': 1,
                                                                 'mechanic_repair_technology': 0,
                                                                 'military': 0,
                                                                 'multidiscipline': 1,
                                                                 'parks_recreation_fitness': 1,
                                                                 'personal_culinary': 0,
                                                                 'philosophy_religious': 1,
                                                                 'physical_science': 1,
                                                                 'precision_production': 0,
                                                                 'psychology': 1,
                                                                 'public_administration_social_service': 1,
                                                                 'resources': 1,
                                                                 'science_technology': 0,
                                                                 'security_law_enforcement': 0,
                                                                 'social_science': 1,
                                                                 'theology_religious_vocation': 0,
                                                                 'transportation': 0,
                                                                 'visual_performing': 1},
                                                   'certificate_lt_1_yr': {'agriculture': 0,
                                                                           'architecture': 0,
                                                                           'biological': 0,
                                                                           'business_marketing': 0,
                                                                           'communication': 0,
                                                                           'communications_technology': 0,
                                                                           'computer': 0,
                                                                           'construction': 0,
                                                                           'education': 0,
                                                                           'engineering': 0,
                                                                           'engineering_technology': 0,
                                                                           'english': 0,
                                                                           'ethnic_cultural_gender': 0,
                                                                           'family_consumer_science': 0,
                                                                           'health': 0,
                                                                           'history': 0,
                                                                           'humanities': 0,
                                                                           'language': 0,
                                                                           'legal': 0,
                                                                           'library': 0,
                                                                           'mathematics': 0,
                                                                           'mechanic_repair_technology': 0,
                                                                           'military': 0,
                                                                           'multidiscipline': 0,
                                                                           'parks_recreation_fitness': 0,
                                                                           'personal_culinary': 0,
                                                                           'philosophy_religious': 0,
                                                                           'physical_science': 0,
                                                                           'precision_production': 0,
                                                                           'psychology': 0,
                                                                           'public_administration_social_service': 0,
                                                                           'resources': 0,
                                                                           'science_technology': 0,
                                                                           'security_law_enforcement': 0,
                                                                           'social_science': 0,
                                                                           'theology_religious_vocation': 0,
                                                                           'transportation': 0,
                                                                           'visual_performing': 0},
                                                   'certificate_lt_2_yr': {'agriculture': 0,
                                                                           'architecture': 0,
                                                                           'biological': 0,
                                                                           'business_marketing': 0,
                                                                           'communication': 0,
                                                                           'communications_technology': 0,
                                                                           'computer': 0,
                                                                           'construction': 0,
                                                                           'education': 0,
                                                                           'engineering': 0,
                                                                           'engineering_technology': 0,
                                                                           'english': 0,
                                                                           'ethnic_cultural_gender': 0,
                                                                           'family_consumer_science': 0,
                                                                           'health': 0,
                                                                           'history': 0,
                                                                           'humanities': 0,
                                                                           'language': 0,
                                                                           'legal': 0,
                                                                           'library': 0,
                                                                           'mathematics': 0,
                                                                           'mechanic_repair_technology': 0,
                                                                           'military': 0,
                                                                           'multidiscipline': 0,
                                                                           'parks_recreation_fitness': 0,
                                                                           'personal_culinary': 0,
                                                                           'philosophy_religious': 0,
                                                                           'physical_science': 0,
                                                                           'precision_production': 0,
                                                                           'psychology': 0,
                                                                           'public_administration_social_service': 0,
                                                                           'resources': 0,
                                                                           'science_technology': 0,
                                                                           'security_law_enforcement': 0,
                                                                           'social_science': 0,
                                                                           'theology_religious_vocation': 0,
                                                                           'transportation': 0,
                                                                           'visual_performing': 0},
                                                   'certificate_lt_4_yr': {'agriculture': 0,
                                                                           'architecture': 0,
                                                                           'biological': 0,
                                                                           'business_marketing': 0,
                                                                           'communication': 0,
                                                                           'communications_technology': 0,
                                                                           'computer': 0,
                                                                           'construction': 0,
                                                                           'education': 0,
                                                                           'engineering': 0,
                                                                           'engineering_technology': 0,
                                                                           'english': 0,
                                                                           'ethnic_cultural_gender': 0,
                                                                           'family_consumer_science': 0,
                                                                           'health': 0,
                                                                           'history': 0,
                                                                           'humanities': 0,
                                                                           'language': 0,
                                                                           'legal': 0,
                                                                           'library': 0,
                                                                           'mathematics': 0,
                                                                           'mechanic_repair_technology': 0,
                                                                           'military': 0,
                                                                           'multidiscipline': 0,
                                                                           'parks_recreation_fitness': 0,
                                                                           'personal_culinary': 0,
                                                                           'philosophy_religious': 0,
                                                                           'physical_science': 0,
                                                                           'precision_production': 0,
                                                                           'psychology': 0,
                                                                           'public_administration_social_service': 0,
                                                                           'resources': 0,
                                                                           'science_technology': 0,
                                                                           'security_law_enforcement': 0,
                                                                           'social_science': 0,
                                                                           'theology_religious_vocation': 0,
                                                                           'transportation': 0,
                                                                           'visual_performing': 0},
                                                   'degree': {'agriculture': 0,
                                                              'architecture': 0,
                                                              'biological': 1,
                                                              'business_marketing': 1,
                                                              'communication': 1,
                                                              'communications_technology': 0,
                                                              'computer': 1,
                                                              'construction': 0,
                                                              'education': 1,
                                                              'engineering': 1,
                                                              'engineering_technology': 0,
                                                              'english': 1,
                                                              'ethnic_cultural_gender': 1,
                                                              'family_consumer_science': 1,
                                                              'health': 1,
                                                              'history': 1,
                                                              'humanities': 0,
                                                              'language': 1,
                                                              'legal': 0,
                                                              'library': 0,
                                                              'mathematics': 1,
                                                              'mechanic_repair_technology': 0,
                                                              'military': 0,
                                                              'multidiscipline': 1,
                                                              'parks_recreation_fitness': 1,
                                                              'personal_culinary': 0,
                                                              'philosophy_religious': 1,
                                                              'physical_science': 1,
                                                              'precision_production': 0,
                                                              'psychology': 1,
                                                              'public_administration_social_service': 1,
                                                              'resources': 1,
                                                              'science_technology': 0,
                                                              'security_law_enforcement': 0,
                                                              'social_science': 1,
                                                              'theology_religious_vocation': 0,
                                                              'transportation': 0,
                                                              'visual_performing': 1},
                                                   'degree_or_certificate': {'agriculture': 0,
                                                                             'architecture': 0,
                                                                             'biological': 1,
                                                                             'business_marketing': 1,
                                                                             'communication': 1,
                                                                             'communications_technology': 0,
                                                                             'computer': 1,
                                                                             'construction': 0,
                                                                             'education': 1,
                                                                             'engineering': 1,
                                                                             'engineering_technology': 0,
                                                                             'english': 1,
                                                                             'ethnic_cultural_gender': 1,
                                                                             'family_consumer_science': 1,
                                                                             'health': 1,
                                                                             'history': 1,
                                                                             'humanities': 0,
                                                                             'language': 1,
                                                                             'legal': 0,
                                                                             'library': 0,
                                                                             'mathematics': 1,
                                                                             'mechanic_repair_technology': 0,
                                                                             'military': 0,
                                                                             'multidiscipline': 1,
                                                                             'parks_recreation_fitness': 1,
                                                                             'personal_culinary': 0,
                                                                             'philosophy_religious': 1,
                                                                             'physical_science': 1,
                                                                             'precision_production': 0,
                                                                             'psychology': 1,
                                                                             'public_administration_social_service': 1,
                                                                             'resources': 1,
                                                                             'science_technology': 0,
                                                                             'security_law_enforcement': 0,
                                                                             'social_science': 1,
                                                                             'theology_religious_vocation': 0,
                                                                             'transportation': 0,
                                                                             'visual_performing': 1}},
                                       'program_available': {'assoc': False,
                                                             'assoc_or_bachelors': True,
                                                             'assoc_or_bachelors_or_certificate': True,
                                                             'bachelors': True,
                                                             'certificate': False},
                                       'program_percentage': {'agriculture': 0,
                                                              'architecture': 0,
                                                              'biological': 0.0406,
                                                              'business_marketing': 0.2916,
                                                              'communication': 0.0877,
                                                              'communications_technology': 0,
                                                              'computer': 0.0148,
                                                              'construction': 0,
                                                              'education': 0.0262,
                                                              'engineering': 0.1198,
                                                              'engineering_technology': 0,
                                                              'english': 0.0102,
                                                              'ethnic_cultural_gender': 0.0019,
                                                              'family_consumer_science': 0.0763,
                                                              'health': 0.1077,
                                                              'history': 0.0096,
                                                              'humanities': 0,
                                                              'language': 0.0069,
                                                              'legal': 0,
                                                              'library': 0,
                                                              'mathematics': 0.0088,
                                                              'mechanic_repair_technology': 0,
                                                              'military': 0,
                                                              'multidiscipline': 0.0133,
                                                              'parks_recreation_fitness': 0.0311,
                                                              'personal_culinary': 0,
                                                              'philosophy_religious': 0.0033,
                                                              'physical_science': 0.0087,
                                                              'precision_production': 0,
                                                              'psychology': 0.0386,
                                                              'public_administration_social_service': 0.0072,
                                                              'resources': 0.0061,
                                                              'science_technology': 0,
                                                              'security_law_enforcement': 0,
                                                              'social_science': 0.0661,
                                                              'theology_religious_vocation': 0,
                                                              'transportation': 0,
                                                              'visual_performing': 0.0234},
                                       'program_reporter': {'program_1': {'cip_6_digit': {'avg_month_completion': None,
                                                                                          'code': None,
                                                                                          'title': None}},
                                                            'program_2': {'cip_6_digit': {'avg_month_completion': None,
                                                                                          'code': None,
                                                                                          'title': None}},
                                                            'program_3': {'cip_6_digit': {'avg_month_completion': None,
                                                                                          'code': None,
                                                                                          'title': None}},
                                                            'program_4': {'cip_6_digit': {'avg_month_completion': None,
                                                                                          'code': None,
                                                                                          'title': None}},
                                                            'program_5': {'cip_6_digit': {'avg_month_completion': None,
                                                                                          'code': None,
                                                                                          'title': None}},
                                                            'program_6': {'cip_6_digit': {'avg_month_completion': None,
                                                                                          'code': None,
                                                                                          'title': None}},
                                                            'programs_offered': None}},
                         'admissions': {'act_scores': {'25th_percentile': {'cumulative': 21,
                                                                           'english': 21,
                                                                           'math': 19,
                                                                           'writing': 7},
                                                       '75th_percentile': {'cumulative': 31,
                                                                           'english': 33,
                                                                           'math': 28,
                                                                           'writing': 8},
                                                       'midpoint': {'cumulative': 26,
                                                                    'english': 27,
                                                                    'math': 24,
                                                                    'writing': 8}},
                                        'admission_rate': {'by_ope_id': 0.78904316258456,
                                                           'consumer_rate': 0.789,
                                                           'overall': 0.789},
                                        'admission_rate_suppressed': {'overall': 0.789},
                                        'sat_scores': {'25th_percentile': {'critical_reading': 540,
                                                                           'math': 530,
                                                                           'writing': 480},
                                                       '75th_percentile': {'critical_reading': 680,
                                                                           'math': 690,
                                                                           'writing': 600},
                                                       'average': {'by_ope_id': 1244,
                                                                   'overall': 1244},
                                                       'midpoint': {'critical_reading': 610,
                                                                    'math': 610,
                                                                    'writing': 540}},
                                        'test_requirements': 5},
                         'aid': {'cumulative_debt': {'10th_percentile': 4500,
                                                     '25th_percentile': 7439,
                                                     '75th_percentile': 27000,
                                                     '90th_percentile': 34000,
                                                     'number': 10443},
                                 'federal_loan_rate': 0.3454,
                                 'ftft_federal_loan_rate': 0.3675,
                                 'ftft_federal_loan_rate_pooled': 0.3789,
                                 'ftft_pell_grant_rate': 0.1851,
                                 'ftft_pell_grant_rate_pooled': 0.1784,
                                 'ftft_undergrads_pell_federal_loan_years': 2,
                                 'loan_principal': 17986,
                                 'median_debt': {'completers': {'monthly_payments': 241.187862038277,
                                                                'overall': 22750},
                                                 'dependent_students': 18283,
                                                 'female_students': 18750,
                                                 'first_generation_students': 18000,
                                                 'income': {'0_30000': 17750,
                                                            '30001_75000': 18500,
                                                            'greater_than_75000': 17750},
                                                 'independent_students': 16444,
                                                 'male_students': 16500,
                                                 'no_pell_grant': 15750,
                                                 'non_first_generation_students': 17967,
                                                 'noncompleters': 10250,
                                                 'number': {'completers': 6583,
                                                            'dependent_students': 9509,
                                                            'female_students': 6727,
                                                            'first_generation_students': 6313,
                                                            'income': {'0_30000': 2770,
                                                                       '30001_75000': 2787,
                                                                       'greater_than_75000': 5580},
                                                            'independent_students': 1628,
                                                            'male_students': 4410,
                                                            'no_pell_grant': 5976,
                                                            'non_first_generation_students': 4824,
                                                            'noncompleters': 4554,
                                                            'overall': 11137,
                                                            'pell_grant': 5161},
                                                 'pell_grant': 19500},
                                 'median_debt_suppressed': {'completers': {'monthly_payments': 241.187862038277,
                                                                           'overall': 22750},
                                                            'overall': 17986},
                                 'pell_grant_rate': 0.1712,
                                 'plus_debt': {'all': {'all_inst': {'count': 3981,
                                                                    'median': 41221},
                                                       'eval_inst': {'count': 3262,
                                                                     'median': 46725}},
                                               'completers': {'all_inst': {'count': 2447,
                                                                           'median': 48666,
                                                                           'median_payment': 578.690526922971},
                                                              'eval_inst': {'count': 2027,
                                                                            'median': 60000,
                                                                            'median_payment': 713.463847765961}},
                                               'male': {'all_inst': {'count': 1446,
                                                                     'median': 37892},
                                                        'eval_inst': {'count': 1191,
                                                                      'median': 41383}},
                                               'noncompleters': {'all_inst': {'count': 1534,
                                                                              'median': 32683},
                                                                 'eval_inst': {'count': 1235,
                                                                               'median': 38171}},
                                               'nostafford_any_school': {'all_inst': {'count': 122,
                                                                                      'median': 35313},
                                                                         'eval_inst': {'count': 111,
                                                                                       'median': 35510}},
                                               'nostafford_this_school': {'all_inst': {'count': 374,
                                                                                       'median': 20000},
                                                                          'eval_inst': {'count': 115,
                                                                                        'median': 35116}},
                                               'not_male': {'all_inst': {'count': 2535,
                                                                         'median': 43680},
                                                            'eval_inst': {'count': 2071,
                                                                          'median': 50858}},
                                               'not_pell': {'all_inst': {'count': 2088,
                                                                         'median': 47326},
                                                            'eval_inst': {'count': 1795,
                                                                          'median': 50982}},
                                               'pell': {'all_inst': {'count': 1893,
                                                                     'median': 33244},
                                                        'eval_inst': {'count': 1467,
                                                                      'median': 40819}},
                                               'stafford_any_school': {'all_inst': {'count': 3859,
                                                                                    'median': 41342},
                                                                       'eval_inst': {'count': 3151,
                                                                                     'median': 47164}},
                                               'stafford_this_school': {'all_inst': {'count': 3607,
                                                                                     'median': 43890},
                                                                        'eval_inst': {'count': 3147,
                                                                                      'median': 47202}}},
                                 'plus_debt_suppressed': {'completers': {'all_inst': {'median': 48666,
                                                                                      'median_payment': 578.690526922971},
                                                                         'eval_inst': {'median': 60000,
                                                                                       'median_payment': 713.463847765961}}},
                                 'plus_loan_pct_lower': 5,
                                 'plus_loan_pct_lower_pooled': 5,
                                 'plus_loan_pct_upper': 15,
                                 'plus_loan_pct_upper_pooled': 15,
                                 'plus_loan_pct_years': 2,
                                 'portfolio': {'direct_loans': {'amount': 1886021419,
                                                                'count': 80071},
                                               'grad_plus': {'amount': 77651664,
                                                             'count': 2367},
                                               'parent_plus': {'amount': 722779370,
                                                               'count': 12717}},
                                 'students_with_any_loan': 0.9107411386},
                         'completion': {'2_yr_completion': {'dependent_students': 4388,
                                                            'female_students': 3035,
                                                            'first_generation_students': 2708,
                                                            'high_income': 2526,
                                                            'independent_students': 689,
                                                            'loan_students': 4668,
                                                            'low_income': 1283,
                                                            'male_students': 2042,
                                                            'middle_income': 1268,
                                                            'no_first_generation_students': 2369,
                                                            'no_loan_students': 409,
                                                            'no_pell_grant': 2680,
                                                            'overall': 5077,
                                                            'pell_grant': 2397},
                                        '3_yr_completion': {'dependent_students': 4350,
                                                            'female_students': 3034,
                                                            'first_generation_students': 2857,
                                                            'high_income': 2434,
                                                            'independent_students': 725,
                                                            'loan_students': 4670,
                                                            'low_income': 1340,
                                                            'male_students': 2041,
                                                            'middle_income': 1301,
                                                            'no_first_generation_students': 2218,
                                                            'no_loan_students': 405,
                                                            'no_pell_grant': 2645,
                                                            'overall': 5075,
                                                            'pell_grant': 2430},
                                        '4_yr_completion': {'dependent_students': 4420,
                                                            'female_students': 3110,
                                                            'first_generation_students': 2886,
                                                            'high_income': 2462,
                                                            'independent_students': 727,
                                                            'loan_students': 4773,
                                                            'low_income': 1366,
                                                            'male_students': 2037,
                                                            'middle_income': 1319,
                                                            'no_first_generation_students': 2261,
                                                            'no_loan_students': 374,
                                                            'no_pell_grant': 2634,
                                                            'overall': 5147,
                                                            'pell_grant': 2513},
                                        '6_yr_completion': {'dependent_students': 3945,
                                                            'female_students': 2726,
                                                            'first_generation_students': 2746,
                                                            'high_income': 2121,
                                                            'independent_students': 745,
                                                            'loan_students': 4322,
                                                            'low_income': 1337,
                                                            'male_students': 1964,
                                                            'middle_income': 1232,
                                                            'no_first_generation_students': 1944,
                                                            'no_loan_students': 368,
                                                            'no_pell_grant': 2267,
                                                            'overall': 4690,
                                                            'pell_grant': 2423},
                                        '8_yr_completion': {'dependent_students': 3718,
                                                            'female_students': 2566,
                                                            'first_generation_students': 2793,
                                                            'high_income': 1802,
                                                            'independent_students': 744,
                                                            'loan_students': 4176,
                                                            'low_income': 1440,
                                                            'male_students': 1896,
                                                            'middle_income': 1220,
                                                            'no_first_generation_students': 1669,
                                                            'no_loan_students': 286,
                                                            'no_pell_grant': 1933,
                                                            'overall': 4462,
                                                            'pell_grant': 2529},
                                        'completion_cohort_4yr_100nt': 7169,
                                        'completion_cohort_4yr_150_2ormore': 191,
                                        'completion_cohort_4yr_150_aian': 29,
                                        'completion_cohort_4yr_150_aian_pre2010': None,
                                        'completion_cohort_4yr_150_api_pre2010': None,
                                        'completion_cohort_4yr_150_asian': 91,
                                        'completion_cohort_4yr_150_black': 701,
                                        'completion_cohort_4yr_150_black_pre2010': None,
                                        'completion_cohort_4yr_150_hispanic': 354,
                                        'completion_cohort_4yr_150_hispanic_pre2010': None,
                                        'completion_cohort_4yr_150_nhpi': 8,
                                        'completion_cohort_4yr_150_nonresident': {'alien': 93},
                                        'completion_cohort_4yr_150_race': {'unknown': 27},
                                        'completion_cohort_4yr_150_white': 5675,
                                        'completion_cohort_4yr_150_white_pre2010': None,
                                        'completion_cohort_4yr_150nt': 7169,
                                        'completion_cohort_4yr_150nt_pooled': 13960,
                                        'completion_cohort_4yr_200nt': 6385,
                                        'completion_cohort_4yr_200nt_pooled': 12687,
                                        'completion_cohort_four_year_100_pooled': 13960,
                                        'completion_cohort_four_year_150_loan_nopell': 1197,
                                        'completion_cohort_four_year_150_noloan_nopell': 4696,
                                        'completion_cohort_four_year_150_pell': 1276,
                                        'completion_cohort_four_year_150_pell_pooled': 2532,
                                        'completion_cohort_less_than_4yr_100nt': None,
                                        'completion_cohort_less_than_4yr_150_2ormore': None,
                                        'completion_cohort_less_than_4yr_150_aian': None,
                                        'completion_cohort_less_than_4yr_150_aian_pre2010': None,
                                        'completion_cohort_less_than_4yr_150_api_pre2010': None,
                                        'completion_cohort_less_than_4yr_150_asian': None,
                                        'completion_cohort_less_than_4yr_150_black': None,
                                        'completion_cohort_less_than_4yr_150_black_pre2010': None,
                                        'completion_cohort_less_than_4yr_150_hispanic': None,
                                        'completion_cohort_less_than_4yr_150_hispanic_pre2010': None,
                                        'completion_cohort_less_than_4yr_150_nhpi': None,
                                        'completion_cohort_less_than_4yr_150_nonresident': {'alien': None},
                                        'completion_cohort_less_than_4yr_150_race': {'unknown': None},
                                        'completion_cohort_less_than_4yr_150_white': None,
                                        'completion_cohort_less_than_4yr_150_white_pre2010': None,
                                        'completion_cohort_less_than_4yr_150nt': None,
                                        'completion_cohort_less_than_4yr_150nt_pooled': None,
                                        'completion_cohort_less_than_4yr_200nt': None,
                                        'completion_cohort_less_than_4yr_200nt_pooled': None,
                                        'completion_cohort_lt_four_year_100_pooled': None,
                                        'completion_cohort_lt_four_year_150_loan_nopell': None,
                                        'completion_cohort_lt_four_year_150_noloan_nopell': None,
                                        'completion_cohort_lt_four_year_150_pell': None,
                                        'completion_cohort_lt_four_year_150_pell_pooled': None,
                                        'completion_rate_4yr_100nt': 0.5264,
                                        'completion_rate_4yr_150_2ormore': 0.6649,
                                        'completion_rate_4yr_150_aian': 0.6207,
                                        'completion_rate_4yr_150_aian_pre2010': None,
                                        'completion_rate_4yr_150_api_pre2010': None,
                                        'completion_rate_4yr_150_asian': 0.7912,
                                        'completion_rate_4yr_150_black': 0.5663,
                                        'completion_rate_4yr_150_black_pre2010': None,
                                        'completion_rate_4yr_150_hispanic': 0.661,
                                        'completion_rate_4yr_150_hispanic_pre2010': None,
                                        'completion_rate_4yr_150_nhpi': 0.625,
                                        'completion_rate_4yr_150_nonresident': {'alien': 0.7419},
                                        'completion_rate_4yr_150_race': {'unknown': 0.6667},
                                        'completion_rate_4yr_150_white': 0.7468,
                                        'completion_rate_4yr_150_white_pre2010': None,
                                        'completion_rate_4yr_150nt': 0.7223,
                                        'completion_rate_4yr_150nt_pooled': 0.7219,
                                        'completion_rate_4yr_200nt': 0.7242,
                                        'completion_rate_4yr_200nt_pooled': 0.7288,
                                        'completion_rate_four_year_100_pooled': 0.5248,
                                        'completion_rate_four_year_150_loan_nopell': 0.6742,
                                        'completion_rate_four_year_150_noloan_nopell': 0.7826,
                                        'completion_rate_four_year_150_pell': 0.5455,
                                        'completion_rate_four_year_150_pell_pooled': 0.5525,
                                        'completion_rate_l4yr_150_2ormore': None,
                                        'completion_rate_l4yr_150_aian': None,
                                        'completion_rate_l4yr_150_aian_pre2010': None,
                                        'completion_rate_l4yr_150_api_pre2010': None,
                                        'completion_rate_l4yr_150_asian': None,
                                        'completion_rate_l4yr_150_black': None,
                                        'completion_rate_l4yr_150_black_pre2010': None,
                                        'completion_rate_l4yr_150_hispanic': None,
                                        'completion_rate_l4yr_150_hispanic_pre2010': None,
                                        'completion_rate_l4yr_150_nhpi': None,
                                        'completion_rate_l4yr_150_nonresident': {'alien': None},
                                        'completion_rate_l4yr_150_race': {'unknown': None},
                                        'completion_rate_l4yr_150_white': None,
                                        'completion_rate_l4yr_150_white_pre2010': None,
                                        'completion_rate_less_than_4yr_100nt': None,
                                        'completion_rate_less_than_4yr_150nt': None,
                                        'completion_rate_less_than_4yr_150nt_pooled': None,
                                        'completion_rate_less_than_4yr_200nt': None,
                                        'completion_rate_less_than_4yr_200nt_pooled': None,
                                        'completion_rate_lt_four_year_100_pooled': None,
                                        'completion_rate_lt_four_year_150_loan_nopell': None,
                                        'completion_rate_lt_four_year_150_noloan_nopell': None,
                                        'completion_rate_lt_four_year_150_pell': None,
                                        'completion_rate_lt_four_year_150_pell_pooled': None,
                                        'consumer_rate': 0.69,
                                        'outcome_cohort': {'full_time': {'first_time': {'6yr': 6450,
                                                                                        '6yr_pooled': 12870,
                                                                                        '8yr': 6450,
                                                                                        '8yr_pooled': 12870},
                                                                         'not_first_time': {'6yr': 1468,
                                                                                            '6yr_pooled': 3056,
                                                                                            '8yr': 1468,
                                                                                            '8yr_pooled': 3056}},
                                                           'part_time': {'first_time': {'6yr': 35,
                                                                                        '6yr_pooled': 76,
                                                                                        '8yr': 35,
                                                                                        '8yr_pooled': 76},
                                                                         'not_first_time': {'6yr': 723,
                                                                                            '6yr_pooled': 1436,
                                                                                            '8yr': 723,
                                                                                            '8yr_pooled': 1436}}},
                                        'outcome_cohort_nopell': {'all': {'8yr': 6774},
                                                                  'first_time': {'8yr': 5315},
                                                                  'not_first_time': {'8yr': 1459}},
                                        'outcome_cohort_pell': {'full_time': {'first_time': {'8yr': 1159,
                                                                                             '8yr_pooled': 2312},
                                                                              'not_first_time': {'8yr': 522,
                                                                                                 '8yr_pooled': 1143}},
                                                                'part_time': {'first_time': {'8yr': 11,
                                                                                             '8yr_pooled': 43},
                                                                              'not_first_time': {'8yr': 210,
                                                                                                 '8yr_pooled': 424}}},
                                        'outcome_percentage': {'all_students': {'8yr': {'award': 0.6895,
                                                                                        'still_enrolled': 0.0052,
                                                                                        'transfer': 0.2268,
                                                                                        'unknown': 0.0785}},
                                                               'first_time': {'8yr': {'award': 0.7189,
                                                                                      'still_enrolled': 0.004,
                                                                                      'transfer': 0.2187,
                                                                                      'unknown': 0.0584}},
                                                               'full_time': {'8yr': {'award': 0.7132,
                                                                                     'still_enrolled': 0.0039,
                                                                                     'transfer': 0.2184,
                                                                                     'unknown': 0.0645},
                                                                             'first_time': {'6yr': {'award': 0.7085,
                                                                                                    'award_pooled': 0.7119},
                                                                                            '8yr': {'award': 0.7217,
                                                                                                    'award_pooled': 0.726,
                                                                                                    'still_enrolled': 0.0039,
                                                                                                    'still_enrolled_pooled': 0.0054,
                                                                                                    'transfer': 0.2175,
                                                                                                    'transfer_pooled': 0.2124,
                                                                                                    'unknown': 0.0569,
                                                                                                    'unknown_pooled': 0.0563}},
                                                                             'not_first_time': {'6yr': {'award': 0.6642,
                                                                                                        'award_pooled': 0.6548},
                                                                                                '8yr': {'award': 0.6757,
                                                                                                        'award_pooled': 0.6656,
                                                                                                        'still_enrolled': 0.0041,
                                                                                                        'still_enrolled_pooled': 0.0052,
                                                                                                        'transfer': 0.2221,
                                                                                                        'transfer_pooled': 0.2317,
                                                                                                        'unknown': 0.0981,
                                                                                                        'unknown_pooled': 0.0975}}},
                                                               'not_first_time': {'8yr': {'award': 0.6025,
                                                                                          'still_enrolled': 0.0087,
                                                                                          'transfer': 0.251,
                                                                                          'unknown': 0.1378}},
                                                               'part_time': {'8yr': {'award': 0.442,
                                                                                     'still_enrolled': 0.0185,
                                                                                     'transfer': 0.3153,
                                                                                     'unknown': 0.2243},
                                                                             'first_time': {'6yr': {'award': 0.1714,
                                                                                                    'award_pooled': 0.1579},
                                                                                            '8yr': {'award': 0.2,
                                                                                                    'award_pooled': 0.2105,
                                                                                                    'still_enrolled': 0.0286,
                                                                                                    'still_enrolled_pooled': 0.0395,
                                                                                                    'transfer': 0.4286,
                                                                                                    'transfer_pooled': 0.3947,
                                                                                                    'unknown': 0.3429,
                                                                                                    'unknown_pooled': 0.3553}},
                                                                             'not_first_time': {'6yr': {'award': 0.426,
                                                                                                        'award_pooled': 0.4171},
                                                                                                '8yr': {'award': 0.4537,
                                                                                                        'award_pooled': 0.445,
                                                                                                        'still_enrolled': 0.018,
                                                                                                        'still_enrolled_pooled': 0.0174,
                                                                                                        'transfer': 0.3098,
                                                                                                        'transfer_pooled': 0.3231,
                                                                                                        'unknown': 0.2185,
                                                                                                        'unknown_pooled': 0.2145}}}},
                                        'outcome_percentage_nopell': {'all_students': {'8yr': {'award': 0.7265,
                                                                                               'still_enrolled': 0.0046,
                                                                                               'transfer': 0.2079,
                                                                                               'unknown': 0.0611}},
                                                                      'first_time': {'8yr': {'award': 0.7532,
                                                                                             'still_enrolled': 0.0032,
                                                                                             'transfer': 0.2004,
                                                                                             'unknown': 0.0433}},
                                                                      'not_first_time': {'8yr': {'award': 0.6292,
                                                                                                 'still_enrolled': 0.0096,
                                                                                                 'transfer': 0.2351,
                                                                                                 'unknown': 0.1261}}},
                                        'outcome_percentage_pell': {'all_students': {'8yr': {'award': 0.5578,
                                                                                             'award_pooled': 0.5684,
                                                                                             'still_enrolled': 0.0074,
                                                                                             'still_enrolled_pooled': 0.009,
                                                                                             'transfer': 0.2944,
                                                                                             'transfer_pooled': 0.2857,
                                                                                             'unknown': 0.1404,
                                                                                             'unknown_pooled': 0.137}},
                                                                    'first_time': {'8yr': {'award': 0.5632,
                                                                                           'award_pooled': 0.5802,
                                                                                           'still_enrolled': 0.0077,
                                                                                           'still_enrolled_pooled': 0.0094,
                                                                                           'transfer': 0.3017,
                                                                                           'transfer_pooled': 0.2899,
                                                                                           'unknown': 0.1274,
                                                                                           'unknown_pooled': 0.1205}},
                                                                    'full_time': {'8yr': {'award': 0.5747,
                                                                                          'award_pooled': 0.5878,
                                                                                          'still_enrolled': 0.0059,
                                                                                          'still_enrolled_pooled': 0.0078,
                                                                                          'transfer': 0.2897,
                                                                                          'transfer_pooled': 0.2802,
                                                                                          'unknown': 0.1297,
                                                                                          'unknown_pooled': 0.1242},
                                                                                  'first_time': {'8yr': {'award': 0.5677,
                                                                                                         'award_pooled': 0.5835,
                                                                                                         'still_enrolled': 0.0078,
                                                                                                         'still_enrolled_pooled': 0.0095,
                                                                                                         'transfer': 0.2985,
                                                                                                         'transfer_pooled': 0.2889,
                                                                                                         'unknown': 0.126,
                                                                                                         'unknown_pooled': 0.1181}},
                                                                                  'not_first_time': {'8yr': {'award': 0.59,
                                                                                                             'award_pooled': 0.5967,
                                                                                                             'still_enrolled': 0.0019,
                                                                                                             'still_enrolled_pooled': 0.0044,
                                                                                                             'transfer': 0.2701,
                                                                                                             'transfer_pooled': 0.2625,
                                                                                                             'unknown': 0.1379,
                                                                                                             'unknown_pooled': 0.1365}}},
                                                                    'not_first_time': {'8yr': {'award': 0.5492,
                                                                                               'award_pooled': 0.5507,
                                                                                               'still_enrolled': 0.0068,
                                                                                               'still_enrolled_pooled': 0.0083,
                                                                                               'transfer': 0.2828,
                                                                                               'transfer_pooled': 0.2795,
                                                                                               'unknown': 0.1612,
                                                                                               'unknown_pooled': 0.1615}},
                                                                    'part_time': {'8yr': {'award': 0.4299,
                                                                                          'award_pooled': 0.4167,
                                                                                          'still_enrolled': 0.0181,
                                                                                          'still_enrolled_pooled': 0.018,
                                                                                          'transfer': 0.3303,
                                                                                          'transfer_pooled': 0.3288,
                                                                                          'unknown': 0.2217,
                                                                                          'unknown_pooled': 0.2365},
                                                                                  'first_time': {'8yr': {'award': 0.0909,
                                                                                                         'award_pooled': 0.1163,
                                                                                                         'still_enrolled': 0,
                                                                                                         'still_enrolled_pooled': 0.0233,
                                                                                                         'transfer': 0.6364,
                                                                                                         'transfer_pooled': 0.3488,
                                                                                                         'unknown': 0.2727,
                                                                                                         'unknown_pooled': 0.5116}},
                                                                                  'not_first_time': {'8yr': {'award': 0.4476,
                                                                                                             'award_pooled': 0.4269,
                                                                                                             'still_enrolled': 0.019,
                                                                                                             'still_enrolled_pooled': 0.0189,
                                                                                                             'transfer': 0.3143,
                                                                                                             'transfer_pooled': 0.3255,
                                                                                                             'unknown': 0.219,
                                                                                                             'unknown_pooled': 0.2288}}}},
                                        'outcome_percentage_pell_suppressed': {'all_students': {'8yr': {'award_pooled': 0.5684,
                                                                                                        'still_enrolled_pooled': 0.009,
                                                                                                        'transfer_pooled': 0.2857,
                                                                                                        'unknown_pooled': 0.137}},
                                                                               'first_time': {'8yr': {'award_pooled': 0.5802,
                                                                                                      'still_enrolled_pooled': 0.0094,
                                                                                                      'transfer_pooled': 0.2899,
                                                                                                      'unknown_pooled': 0.1205}},
                                                                               'full_time': {'8yr': {'award_pooled': 0.5878,
                                                                                                     'still_enrolled_pooled': 0.0078,
                                                                                                     'transfer_pooled': 0.2802,
                                                                                                     'unknown_pooled': 0.1242},
                                                                                             'first_time': {'8yr': {'award_pooled': 0.5835,
                                                                                                                    'still_enrolled_pooled': 0.0095,
                                                                                                                    'transfer_pooled': 0.2889,
                                                                                                                    'unknown_pooled': 0.1181}},
                                                                                             'not_first_time': {'8yr': {'award_pooled': 0.5967,
                                                                                                                        'still_enrolled_pooled': 0.0044,
                                                                                                                        'transfer_pooled': 0.2625,
                                                                                                                        'unknown_pooled': 0.1365}}},
                                                                               'not_first_time': {'8yr': {'award_pooled': 0.5507,
                                                                                                          'still_enrolled_pooled': 0.0083,
                                                                                                          'transfer_pooled': 0.2795,
                                                                                                          'unknown_pooled': 0.1615}},
                                                                               'part_time': {'8yr': {'award_pooled': 0.4167,
                                                                                                     'still_enrolled_pooled': 0.018,
                                                                                                     'transfer_pooled': 0.3288,
                                                                                                     'unknown_pooled': 0.2365},
                                                                                             'first_time': {'8yr': {'award_pooled': 0.1163,
                                                                                                                    'still_enrolled_pooled': 0.0233,
                                                                                                                    'transfer_pooled': 0.3488,
                                                                                                                    'unknown_pooled': 0.5116}},
                                                                                             'not_first_time': {'8yr': {'award_pooled': 0.4269,
                                                                                                                        'still_enrolled_pooled': 0.0189,
                                                                                                                        'transfer_pooled': 0.3255,
                                                                                                                        'unknown_pooled': 0.2288}}}},
                                        'outcome_percentage_suppressed': {'all_students': {'8yr': {'award_pooled': 0.69,
                                                                                                   'still_enrolled_pooled': 0.0065,
                                                                                                   'transfer_pooled': 0.2257,
                                                                                                   'unknown_pooled': 0.0778}},
                                                                          'first_time': {'8yr': {'award_pooled': 0.7229,
                                                                                                 'still_enrolled_pooled': 0.0056,
                                                                                                 'transfer_pooled': 0.2134,
                                                                                                 'unknown_pooled': 0.058}},
                                                                          'full_time': {'8yr': {'award_pooled': 0.7144,
                                                                                                'still_enrolled_pooled': 0.0054,
                                                                                                'transfer_pooled': 0.2161,
                                                                                                'unknown_pooled': 0.0642},
                                                                                        'first_time': {'6yr': {'award_pooled': 0.7119},
                                                                                                       '8yr': {'award_pooled': 0.726,
                                                                                                               'still_enrolled_pooled': 0.0054,
                                                                                                               'transfer_pooled': 0.2124,
                                                                                                               'unknown_pooled': 0.0563}},
                                                                                        'not_first_time': {'6yr': {'award_pooled': 0.6548},
                                                                                                           '8yr': {'award_pooled': 0.6656,
                                                                                                                   'still_enrolled_pooled': 0.0052,
                                                                                                                   'transfer_pooled': 0.2317,
                                                                                                                   'unknown_pooled': 0.0975}}},
                                                                          'not_first_time': {'8yr': {'award_pooled': 0.5951,
                                                                                                     'still_enrolled_pooled': 0.0091,
                                                                                                     'transfer_pooled': 0.2609,
                                                                                                     'unknown_pooled': 0.1349}},
                                                                          'part_time': {'8yr': {'award_pooled': 0.4332,
                                                                                                'still_enrolled_pooled': 0.0185,
                                                                                                'transfer_pooled': 0.3267,
                                                                                                'unknown_pooled': 0.2216},
                                                                                        'first_time': {'6yr': {'award_pooled': 0.1579},
                                                                                                       '8yr': {'award_pooled': 0.2105,
                                                                                                               'still_enrolled_pooled': 0.0395,
                                                                                                               'transfer_pooled': 0.3947,
                                                                                                               'unknown_pooled': 0.3553}},
                                                                                        'not_first_time': {'6yr': {'award_pooled': 0.4171},
                                                                                                           '8yr': {'award_pooled': 0.445,
                                                                                                                   'still_enrolled_pooled': 0.0174,
                                                                                                                   'transfer_pooled': 0.3231,
                                                                                                                   'unknown_pooled': 0.2145}}}},
                                        'outcome_years': {'full_time': {'first_time': 2,
                                                                        'not_first_time': 2},
                                                          'om_all_students': 2,
                                                          'om_first_time': 2,
                                                          'om_full_time': 2,
                                                          'om_not_first_time': 2,
                                                          'om_part_time': 2,
                                                          'part_time': {'first_time': 2,
                                                                        'not_first_time': 2}},
                                        'outcome_years_pell': {'full_time': {'first_time': 2,
                                                                             'not_first_time': 2},
                                                               'om_all_students': 2,
                                                               'om_first_time': 2,
                                                               'om_full_time': 2,
                                                               'om_not_first_time': 2,
                                                               'om_part_time': 2,
                                                               'part_time': {'first_time': 4,
                                                                             'not_first_time': 2}},
                                        'pooled_yrs_used': 2,
                                        'pooled_yrs_used_100': 2,
                                        'pooled_yrs_used_200': 2,
                                        'pooled_yrs_used_pell_150': 2,
                                        'rate_suppressed': {'consumer': {'median_by_pred_degree': 0.5789,
                                                                         'overall_median': 0.5938},
                                                            'four_year': 0.7219,
                                                            'four_year_100_pooled': 0.5248,
                                                            'four_year_200percent': 0.7288,
                                                            'lt_four_year': None,
                                                            'lt_four_year_100_pooled': None,
                                                            'lt_four_year_150percent': None,
                                                            'overall': 0.7219},
                                        'rate_suppressed_pell': {'four_year_150_pooled': 0.5525,
                                                                 'lt_four_year_150_pooled': None},
                                        'separation_date': {'median': '12/31/2999',
                                                            'number': 9063},
                                        'title_iv': {'completed_by': {'2yrs': 0.110695292496,
                                                                      '3yrs': 0.434679802956,
                                                                      '4yrs': 0.576646590247,
                                                                      '6yrs': 0.619616204691,
                                                                      '8yrs': 0.585387718512},
                                                     'depend': {'completed_by': {'2yrs': 0.080902461258,
                                                                                 '3yrs': 0.436091954023,
                                                                                 '4yrs': 0.585067873303,
                                                                                 '6yrs': 0.641318124208,
                                                                                 '8yrs': 0.620763851533},
                                                                'died_by': {'2yrs': None,
                                                                            '3yrs': None,
                                                                            '4yrs': None,
                                                                            '6yrs': None,
                                                                            '8yrs': None},
                                                                'still_enrolled_by': {'2yrs': 0.563354603464,
                                                                                      '3yrs': 0.215172413793,
                                                                                      '4yrs': 0.05520361991,
                                                                                      '6yrs': None,
                                                                                      '8yrs': None},
                                                                'transf_completed_2yr_by': {'2yrs': 0.014357338195,
                                                                                            '3yrs': 0.020459770115,
                                                                                            '4yrs': 0.020814479638,
                                                                                            '6yrs': 0.027122940431,
                                                                                            '8yrs': 0.027434104357},
                                                                'transf_completed_4yr_by': {'2yrs': None,
                                                                                            '3yrs': 0.032873563218,
                                                                                            '4yrs': 0.069230769231,
                                                                                            '6yrs': 0.098098859316,
                                                                                            '8yrs': 0.121570736955},
                                                                'transf_still_enrolled_2yr_by': {'2yrs': None,
                                                                                                 '3yrs': None,
                                                                                                 '4yrs': None,
                                                                                                 '6yrs': None,
                                                                                                 '8yrs': None},
                                                                'transf_still_enrolled_4yr_by': {'2yrs': 0.068140382862,
                                                                                                 '3yrs': 0.055402298851,
                                                                                                 '4yrs': 0.034615384615,
                                                                                                 '6yrs': 0.013434727503,
                                                                                                 '8yrs': None},
                                                                'transf_unknown_2yr_by': {'2yrs': None,
                                                                                          '3yrs': None,
                                                                                          '4yrs': None,
                                                                                          '6yrs': None,
                                                                                          '8yrs': None},
                                                                'transf_unknown_4yr_by': {'2yrs': None,
                                                                                          '3yrs': None,
                                                                                          '4yrs': None,
                                                                                          '6yrs': None,
                                                                                          '8yrs': None},
                                                                'transf_withdrawn_2yr_by': {'2yrs': 0.061759343665,
                                                                                            '3yrs': 0.051494252874,
                                                                                            '4yrs': 0.052941176471,
                                                                                            '6yrs': 0.050190114068,
                                                                                            '8yrs': 0.055944055944},
                                                                'transf_withdrawn_4yr_by': {'2yrs': 0.030537830447,
                                                                                            '3yrs': 0.035402298851,
                                                                                            '4yrs': 0.036877828054,
                                                                                            '6yrs': 0.044106463878,
                                                                                            '8yrs': 0.045454545455},
                                                                'unknown_by': {'2yrs': None,
                                                                               '3yrs': None,
                                                                               '4yrs': None,
                                                                               '6yrs': None,
                                                                               '8yrs': 0.007530930608},
                                                                'withdrawn_by': {'2yrs': 0.096855059253,
                                                                                 '3yrs': 0.110344827586,
                                                                                 '4yrs': 0.118552036199,
                                                                                 '6yrs': 0.104182509506,
                                                                                 '8yrs': 0.096557288865}},
                                                     'died_by': {'2yrs': None,
                                                                 '3yrs': None,
                                                                 '4yrs': None,
                                                                 '6yrs': 0.002132196162,
                                                                 '8yrs': 0.003585835948},
                                                     'female': {'completed_by': {'2yrs': 0.113014827018,
                                                                                 '3yrs': 0.480224126566,
                                                                                 '4yrs': 0.605466237942,
                                                                                 '6yrs': 0.646368305209,
                                                                                 '8yrs': 0.606780982073},
                                                                'died_by': {'2yrs': None,
                                                                            '3yrs': None,
                                                                            '4yrs': None,
                                                                            '6yrs': None,
                                                                            '8yrs': None},
                                                                'still_enrolled_by': {'2yrs': 0.529159802306,
                                                                                      '3yrs': 0.174027686223,
                                                                                      '4yrs': 0.040192926045,
                                                                                      '6yrs': 0.005135730007,
                                                                                      '8yrs': None},
                                                                'transf_completed_2yr_by': {'2yrs': 0.030642504119,
                                                                                            '3yrs': 0.02867501648,
                                                                                            '4yrs': 0.034083601286,
                                                                                            '6yrs': 0.040719002201,
                                                                                            '8yrs': 0.03663289166},
                                                                'transf_completed_4yr_by': {'2yrs': None,
                                                                                            '3yrs': 0.042188529993,
                                                                                            '4yrs': 0.083922829582,
                                                                                            '6yrs': 0.110418195158,
                                                                                            '8yrs': 0.142244738893},
                                                                'transf_still_enrolled_2yr_by': {'2yrs': 0.023064250412,
                                                                                                 '3yrs': None,
                                                                                                 '4yrs': 0.013183279743,
                                                                                                 '6yrs': 0.006603081438,
                                                                                                 '8yrs': None},
                                                                'transf_still_enrolled_4yr_by': {'2yrs': 0.068204283361,
                                                                                                 '3yrs': 0.055702043507,
                                                                                                 '4yrs': 0.027974276527,
                                                                                                 '6yrs': 0.012839325018,
                                                                                                 '8yrs': 0.008183943882},
                                                                'transf_unknown_2yr_by': {'2yrs': None,
                                                                                          '3yrs': None,
                                                                                          '4yrs': None,
                                                                                          '6yrs': None,
                                                                                          '8yrs': None},
                                                                'transf_unknown_4yr_by': {'2yrs': None,
                                                                                          '3yrs': None,
                                                                                          '4yrs': None,
                                                                                          '6yrs': None,
                                                                                          '8yrs': None},
                                                                'transf_withdrawn_2yr_by': {'2yrs': 0.05370675453,
                                                                                            '3yrs': 0.044166117337,
                                                                                            '4yrs': 0.04308681672,
                                                                                            '6yrs': 0.041819515774,
                                                                                            '8yrs': 0.051831644583},
                                                                'transf_withdrawn_4yr_by': {'2yrs': 0.026359143328,
                                                                                            '3yrs': 0.033618984838,
                                                                                            '4yrs': 0.033118971061,
                                                                                            '6yrs': 0.040719002201,
                                                                                            '8yrs': 0.043257989088},
                                                                'unknown_by': {'2yrs': 0.043822075783,
                                                                               '3yrs': None,
                                                                               '4yrs': None,
                                                                               '6yrs': None,
                                                                               '8yrs': 0.008183943882},
                                                                'withdrawn_by': {'2yrs': 0.092915980231,
                                                                                 '3yrs': 0.100197758734,
                                                                                 '4yrs': 0.109324758842,
                                                                                 '6yrs': 0.090975788701,
                                                                                 '8yrs': 0.090802805924}},
                                                     'first_gen': {'completed_by': {'2yrs': 0.128138847858,
                                                                                    '3yrs': 0.407770388519,
                                                                                    '4yrs': 0.523562023562,
                                                                                    '6yrs': 0.573197378004,
                                                                                    '8yrs': 0.53276047261},
                                                                   'died_by': {'2yrs': None,
                                                                               '3yrs': None,
                                                                               '4yrs': None,
                                                                               '6yrs': None,
                                                                               '8yrs': None},
                                                                   'still_enrolled_by': {'2yrs': 0.479689807976,
                                                                                         '3yrs': 0.196359817991,
                                                                                         '4yrs': 0.054054054054,
                                                                                         '6yrs': 0.009832483613,
                                                                                         '8yrs': None},
                                                                   'transf_completed_2yr_by': {'2yrs': 0.040251107829,
                                                                                               '3yrs': None,
                                                                                               '4yrs': 0.034996534997,
                                                                                               '6yrs': 0.041150764749,
                                                                                               '8yrs': 0.03902613677},
                                                                   'transf_completed_4yr_by': {'2yrs': None,
                                                                                               '3yrs': 0.036401820091,
                                                                                               '4yrs': 0.075883575884,
                                                                                               '6yrs': 0.096868171886,
                                                                                               '8yrs': 0.122807017544},
                                                                   'transf_still_enrolled_2yr_by': {'2yrs': 0.027695716396,
                                                                                                    '3yrs': 0.021351067553,
                                                                                                    '4yrs': None,
                                                                                                    '6yrs': 0.009832483613,
                                                                                                    '8yrs': None},
                                                                   'transf_still_enrolled_4yr_by': {'2yrs': 0.067208271787,
                                                                                                    '3yrs': 0.051102555128,
                                                                                                    '4yrs': 0.036036036036,
                                                                                                    '6yrs': 0.015659140568,
                                                                                                    '8yrs': 0.008234872897},
                                                                   'transf_unknown_2yr_by': {'2yrs': None,
                                                                                             '3yrs': None,
                                                                                             '4yrs': None,
                                                                                             '6yrs': None,
                                                                                             '8yrs': None},
                                                                   'transf_unknown_4yr_by': {'2yrs': None,
                                                                                             '3yrs': None,
                                                                                             '4yrs': None,
                                                                                             '6yrs': None,
                                                                                             '8yrs': None},
                                                                   'transf_withdrawn_2yr_by': {'2yrs': 0.050221565731,
                                                                                               '3yrs': 0.048302415121,
                                                                                               '4yrs': 0.05544005544,
                                                                                               '6yrs': 0.054989075018,
                                                                                               '8yrs': 0.063372717508},
                                                                   'transf_withdrawn_4yr_by': {'2yrs': 0.028803545052,
                                                                                               '3yrs': 0.039551977599,
                                                                                               '4yrs': 0.039847539848,
                                                                                               '6yrs': 0.049890750182,
                                                                                               '8yrs': 0.052273540995},
                                                                   'unknown_by': {'2yrs': 0.028064992614,
                                                                                  '3yrs': None,
                                                                                  '4yrs': 0.00693000693,
                                                                                  '6yrs': None,
                                                                                  '8yrs': 0.011099176513},
                                                                   'withdrawn_by': {'2yrs': 0.131831610044,
                                                                                    '3yrs': 0.143507175359,
                                                                                    '4yrs': 0.15246015246,
                                                                                    '6yrs': 0.143845593591,
                                                                                    '8yrs': 0.148943788042}},
                                                     'high_inc': {'completed_by': {'2yrs': 0.074030087094,
                                                                                   '3yrs': 0.476170912079,
                                                                                   '4yrs': 0.647441104793,
                                                                                   '6yrs': 0.698727015559,
                                                                                   '8yrs': 0.69256381798},
                                                                  'died_by': {'2yrs': None,
                                                                              '3yrs': None,
                                                                              '4yrs': None,
                                                                              '6yrs': None,
                                                                              '8yrs': None},
                                                                  'still_enrolled_by': {'2yrs': 0.587094220111,
                                                                                        '3yrs': 0.210353327855,
                                                                                        '4yrs': 0.047928513404,
                                                                                        '6yrs': 0.007543611504,
                                                                                        '8yrs': None},
                                                                  'transf_completed_2yr_by': {'2yrs': 0.010688836105,
                                                                                              '3yrs': None,
                                                                                              '4yrs': 0.015840779854,
                                                                                              '6yrs': 0.019801980198,
                                                                                              '8yrs': 0.022197558269},
                                                                  'transf_completed_4yr_by': {'2yrs': None,
                                                                                              '3yrs': 0.038208709942,
                                                                                              '4yrs': 0.071080422421,
                                                                                              '6yrs': 0.099952852428,
                                                                                              '8yrs': 0.113762486127},
                                                                  'transf_still_enrolled_2yr_by': {'2yrs': 0.021773555028,
                                                                                                   '3yrs': 0.016023007395,
                                                                                                   '4yrs': None,
                                                                                                   '6yrs': None,
                                                                                                   '8yrs': None},
                                                                  'transf_still_enrolled_4yr_by': {'2yrs': 0.063737133808,
                                                                                                   '3yrs': 0.048890714873,
                                                                                                   '4yrs': 0.028838342811,
                                                                                                   '6yrs': 0.010372465818,
                                                                                                   '8yrs': None},
                                                                  'transf_unknown_2yr_by': {'2yrs': None,
                                                                                            '3yrs': None,
                                                                                            '4yrs': None,
                                                                                            '6yrs': None,
                                                                                            '8yrs': None},
                                                                  'transf_unknown_4yr_by': {'2yrs': None,
                                                                                            '3yrs': None,
                                                                                            '4yrs': None,
                                                                                            '6yrs': None,
                                                                                            '8yrs': None},
                                                                  'transf_withdrawn_2yr_by': {'2yrs': 0.059778305622,
                                                                                              '3yrs': 0.048069022186,
                                                                                              '4yrs': 0.039805036556,
                                                                                              '6yrs': 0.04243281471,
                                                                                              '8yrs': 0.041620421754},
                                                                  'transf_withdrawn_4yr_by': {'2yrs': 0.03008709422,
                                                                                              '3yrs': 0.031224322104,
                                                                                              '4yrs': 0.032493907392,
                                                                                              '6yrs': 0.036775106082,
                                                                                              '8yrs': 0.039955604883},
                                                                  'unknown_by': {'2yrs': 0.070863024545,
                                                                                 '3yrs': 0.024239934265,
                                                                                 '4yrs': 0.009341998375,
                                                                                 '6yrs': None,
                                                                                 '8yrs': None},
                                                                  'withdrawn_by': {'2yrs': 0.075613618369,
                                                                                   '3yrs': 0.088742810189,
                                                                                   '4yrs': 0.097075548335,
                                                                                   '6yrs': 0.07543611504,
                                                                                   '8yrs': 0.073251942286}},
                                                     'independ': {'completed_by': {'2yrs': 0.300435413643,
                                                                                   '3yrs': 0.426206896552,
                                                                                   '4yrs': 0.525447042641,
                                                                                   '6yrs': 0.504697986577,
                                                                                   '8yrs': 0.408602150538},
                                                                  'died_by': {'2yrs': None,
                                                                              '3yrs': None,
                                                                              '4yrs': None,
                                                                              '6yrs': None,
                                                                              '8yrs': None},
                                                                  'still_enrolled_by': {'2yrs': 0.2206095791,
                                                                                        '3yrs': 0.12275862069,
                                                                                        '4yrs': 0.034387895461,
                                                                                        '6yrs': None,
                                                                                        '8yrs': None},
                                                                  'transf_completed_2yr_by': {'2yrs': 0.121915820029,
                                                                                              '3yrs': 0.071724137931,
                                                                                              '4yrs': 0.072902338377,
                                                                                              '6yrs': 0.069798657718,
                                                                                              '8yrs': 0.052419354839},
                                                                  'transf_completed_4yr_by': {'2yrs': 0.071117561684,
                                                                                              '3yrs': 0.051034482759,
                                                                                              '4yrs': 0.071526822558,
                                                                                              '6yrs': 0.093959731544,
                                                                                              '8yrs': 0.130376344086},
                                                                  'transf_still_enrolled_2yr_by': {'2yrs': None,
                                                                                                   '3yrs': None,
                                                                                                   '4yrs': None,
                                                                                                   '6yrs': None,
                                                                                                   '8yrs': None},
                                                                  'transf_still_enrolled_4yr_by': {'2yrs': 0.027576197388,
                                                                                                   '3yrs': 0.034482758621,
                                                                                                   '4yrs': 0.015130674003,
                                                                                                   '6yrs': 0.01744966443,
                                                                                                   '8yrs': None},
                                                                  'transf_unknown_2yr_by': {'2yrs': None,
                                                                                            '3yrs': None,
                                                                                            '4yrs': None,
                                                                                            '6yrs': None,
                                                                                            '8yrs': None},
                                                                  'transf_unknown_4yr_by': {'2yrs': None,
                                                                                            '3yrs': None,
                                                                                            '4yrs': None,
                                                                                            '6yrs': None,
                                                                                            '8yrs': None},
                                                                  'transf_withdrawn_2yr_by': {'2yrs': 0.021770682148,
                                                                                              '3yrs': 0.023448275862,
                                                                                              '4yrs': 0.033012379642,
                                                                                              '6yrs': 0.034899328859,
                                                                                              '8yrs': 0.055107526882},
                                                                  'transf_withdrawn_4yr_by': {'2yrs': 0.024673439768,
                                                                                              '3yrs': 0.04,
                                                                                              '4yrs': 0.034387895461,
                                                                                              '6yrs': 0.041610738255,
                                                                                              '8yrs': 0.076612903226},
                                                                  'unknown_by': {'2yrs': None,
                                                                                 '3yrs': None,
                                                                                 '4yrs': None,
                                                                                 '6yrs': None,
                                                                                 '8yrs': 0.01747311828},
                                                                  'withdrawn_by': {'2yrs': 0.191582002903,
                                                                                   '3yrs': 0.204137931034,
                                                                                   '4yrs': 0.193947730399,
                                                                                   '6yrs': 0.212080536913,
                                                                                   '8yrs': 0.23252688172}},
                                                     'loan_recip': {'completed_by': {'2yrs': 0.104755784062,
                                                                                     '3yrs': 0.434047109208,
                                                                                     '4yrs': 0.575109993715,
                                                                                     '6yrs': 0.622628412772,
                                                                                     '8yrs': 0.592911877395},
                                                                    'died_by': {'2yrs': None,
                                                                                '3yrs': None,
                                                                                '4yrs': None,
                                                                                '6yrs': None,
                                                                                '8yrs': None},
                                                                    'still_enrolled_by': {'2yrs': 0.527420736932,
                                                                                          '3yrs': 0.20835117773,
                                                                                          '4yrs': None,
                                                                                          '6yrs': None,
                                                                                          '8yrs': None},
                                                                    'transf_completed_2yr_by': {'2yrs': 0.026992287918,
                                                                                                '3yrs': 0.026552462527,
                                                                                                '4yrs': 0.028074586214,
                                                                                                '6yrs': 0.034243405831,
                                                                                                '8yrs': 0.031130268199},
                                                                    'transf_completed_4yr_by': {'2yrs': None,
                                                                                                '3yrs': 0.034689507495,
                                                                                                '4yrs': 0.068929394511,
                                                                                                '6yrs': 0.096945858399,
                                                                                                '8yrs': 0.121647509579},
                                                                    'transf_still_enrolled_2yr_by': {'2yrs': None,
                                                                                                     '3yrs': None,
                                                                                                     '4yrs': None,
                                                                                                     '6yrs': None,
                                                                                                     '8yrs': None},
                                                                    'transf_still_enrolled_4yr_by': {'2yrs': 0.063196229649,
                                                                                                     '3yrs': 0.054175588865,
                                                                                                     '4yrs': 0.031426775613,
                                                                                                     '6yrs': None,
                                                                                                     '8yrs': None},
                                                                    'transf_unknown_2yr_by': {'2yrs': None,
                                                                                              '3yrs': None,
                                                                                              '4yrs': None,
                                                                                              '6yrs': None,
                                                                                              '8yrs': None},
                                                                    'transf_unknown_4yr_by': {'2yrs': None,
                                                                                              '3yrs': None,
                                                                                              '4yrs': None,
                                                                                              '6yrs': None,
                                                                                              '8yrs': None},
                                                                    'transf_withdrawn_2yr_by': {'2yrs': 0.055698371894,
                                                                                                '3yrs': 0.04625267666,
                                                                                                '4yrs': 0.050701864655,
                                                                                                '6yrs': 0.046968995835,
                                                                                                '8yrs': 0.055795019157},
                                                                    'transf_withdrawn_4yr_by': {'2yrs': 0.029562982005,
                                                                                                '3yrs': 0.036188436831,
                                                                                                '4yrs': 0.036874083386,
                                                                                                '6yrs': 0.042110134197,
                                                                                                '8yrs': 0.050526819923},
                                                                    'unknown_by': {'2yrs': 0.046058269066,
                                                                                   '3yrs': None,
                                                                                   '4yrs': None,
                                                                                   '6yrs': None,
                                                                                   '8yrs': None},
                                                                    'withdrawn_by': {'2yrs': 0.106683804627,
                                                                                     '3yrs': 0.12034261242,
                                                                                     '4yrs': 0.129478315525,
                                                                                     '6yrs': 0.120777417862,
                                                                                     '8yrs': 0.121408045977}},
                                                     'low_inc': {'completed_by': {'2yrs': 0.157443491816,
                                                                                  '3yrs': 0.376865671642,
                                                                                  '4yrs': 0.480234260615,
                                                                                  '6yrs': 0.508601346298,
                                                                                  '8yrs': 0.483333333333},
                                                                 'died_by': {'2yrs': None,
                                                                             '3yrs': None,
                                                                             '4yrs': None,
                                                                             '6yrs': None,
                                                                             '8yrs': None},
                                                                 'still_enrolled_by': {'2yrs': 0.426344505066,
                                                                                       '3yrs': 0.188059701493,
                                                                                       '4yrs': 0.059297218155,
                                                                                       '6yrs': 0.00822737472,
                                                                                       '8yrs': None},
                                                                 'transf_completed_2yr_by': {'2yrs': 0.063133281372,
                                                                                             '3yrs': 0.044029850746,
                                                                                             '4yrs': 0.0439238653,
                                                                                             '6yrs': 0.046372475692,
                                                                                             '8yrs': 0.041666666667},
                                                                 'transf_completed_4yr_by': {'2yrs': 0.023382696804,
                                                                                             '3yrs': 0.031343283582,
                                                                                             '4yrs': 0.062225475842,
                                                                                             '6yrs': 0.09349289454,
                                                                                             '8yrs': 0.124305555556},
                                                                 'transf_still_enrolled_2yr_by': {'2yrs': 0.024162120031,
                                                                                                  '3yrs': 0.028358208955,
                                                                                                  '4yrs': 0.021229868228,
                                                                                                  '6yrs': 0.011967090501,
                                                                                                  '8yrs': 0.008333333333},
                                                                 'transf_still_enrolled_4yr_by': {'2yrs': 0.057677318784,
                                                                                                  '3yrs': 0.050746268657,
                                                                                                  '4yrs': 0.037335285505,
                                                                                                  '6yrs': 0.021690351533,
                                                                                                  '8yrs': None},
                                                                 'transf_unknown_2yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_unknown_4yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_withdrawn_2yr_by': {'2yrs': 0.049883086516,
                                                                                             '3yrs': 0.044029850746,
                                                                                             '4yrs': 0.059297218155,
                                                                                             '6yrs': 0.055347793568,
                                                                                             '8yrs': 0.06875},
                                                                 'transf_withdrawn_4yr_by': {'2yrs': 0.026500389712,
                                                                                             '3yrs': 0.04776119403,
                                                                                             '4yrs': 0.04831625183,
                                                                                             '6yrs': 0.060583395662,
                                                                                             '8yrs': 0.068055555556},
                                                                 'unknown_by': {'2yrs': None,
                                                                                '3yrs': None,
                                                                                '4yrs': None,
                                                                                '6yrs': None,
                                                                                '8yrs': 0.013194444444},
                                                                 'withdrawn_by': {'2yrs': 0.154325798909,
                                                                                  '3yrs': 0.178358208955,
                                                                                  '4yrs': 0.176427525622,
                                                                                  '6yrs': 0.183246073298,
                                                                                  '8yrs': 0.16875}},
                                                     'male': {'completed_by': {'2yrs': 0.107247796278,
                                                                               '3yrs': 0.366976972073,
                                                                               '4yrs': 0.53264604811,
                                                                               '6yrs': 0.582484725051,
                                                                               '8yrs': 0.556434599156},
                                                              'died_by': {'2yrs': None,
                                                                          '3yrs': None,
                                                                          '4yrs': None,
                                                                          '6yrs': None,
                                                                          '8yrs': None},
                                                              'still_enrolled_by': {'2yrs': 0.498530852106,
                                                                                    '3yrs': 0.243508084272,
                                                                                    '4yrs': 0.070692194404,
                                                                                    '6yrs': 0.013238289206,
                                                                                    '8yrs': None},
                                                              'transf_completed_2yr_by': {'2yrs': 0.026444662096,
                                                                                          '3yrs': 0.026457618814,
                                                                                          '4yrs': 0.019145802651,
                                                                                          '6yrs': 0.024439918534,
                                                                                          '8yrs': 0.024789029536},
                                                              'transf_completed_4yr_by': {'2yrs': None,
                                                                                          '3yrs': 0.025477707006,
                                                                                          '4yrs': 0.047619047619,
                                                                                          '6yrs': 0.079429735234,
                                                                                          '8yrs': 0.097046413502},
                                                              'transf_still_enrolled_2yr_by': {'2yrs': 0.024975514202,
                                                                                               '3yrs': None,
                                                                                               '4yrs': 0.013745704467,
                                                                                               '6yrs': 0.00967413442,
                                                                                               '8yrs': None},
                                                              'transf_still_enrolled_4yr_by': {'2yrs': 0.054358472086,
                                                                                               '3yrs': 0.047525722685,
                                                                                               '4yrs': 0.037800687285,
                                                                                               '6yrs': 0.015784114053,
                                                                                               '8yrs': 0.009493670886},
                                                              'transf_unknown_2yr_by': {'2yrs': None,
                                                                                        '3yrs': None,
                                                                                        '4yrs': None,
                                                                                        '6yrs': None,
                                                                                        '8yrs': None},
                                                              'transf_unknown_4yr_by': {'2yrs': None,
                                                                                        '3yrs': None,
                                                                                        '4yrs': None,
                                                                                        '6yrs': None,
                                                                                        '8yrs': None},
                                                              'transf_withdrawn_2yr_by': {'2yrs': 0.060235063663,
                                                                                          '3yrs': 0.052425281725,
                                                                                          '4yrs': 0.06087383407,
                                                                                          '6yrs': 0.05600814664,
                                                                                          '8yrs': 0.061181434599},
                                                              'transf_withdrawn_4yr_by': {'2yrs': 0.034769833497,
                                                                                          '3yrs': 0.039686428221,
                                                                                          '4yrs': 0.041728031419,
                                                                                          '6yrs': 0.047861507128,
                                                                                          '8yrs': 0.060654008439},
                                                              'unknown_by': {'2yrs': 0.050930460333,
                                                                             '3yrs': None,
                                                                             '4yrs': None,
                                                                             '6yrs': None,
                                                                             '8yrs': 0.010548523207},
                                                              'withdrawn_by': {'2yrs': 0.134671890304,
                                                                               '3yrs': 0.158745712886,
                                                                               '4yrs': 0.159548355425,
                                                                               '6yrs': 0.163441955193,
                                                                               '8yrs': 0.157700421941}},
                                                     'mid_inc': {'completed_by': {'2yrs': 0.13643533123,
                                                                                  '3yrs': 0.416602613374,
                                                                                  '4yrs': 0.544351781653,
                                                                                  '6yrs': 0.603896103896,
                                                                                  '8yrs': 0.547540983607},
                                                                 'died_by': {'2yrs': None,
                                                                             '3yrs': None,
                                                                             '4yrs': None,
                                                                             '6yrs': None,
                                                                             '8yrs': None},
                                                                 'still_enrolled_by': {'2yrs': 0.468454258675,
                                                                                       '3yrs': 0.200614911606,
                                                                                       '4yrs': 0.053070507961,
                                                                                       '6yrs': 0.010551948052,
                                                                                       '8yrs': None},
                                                                 'transf_completed_2yr_by': {'2yrs': 0.030757097792,
                                                                                             '3yrs': None,
                                                                                             '4yrs': 0.034874905231,
                                                                                             '6yrs': 0.044642857143,
                                                                                             '8yrs': 0.033606557377},
                                                                 'transf_completed_4yr_by': {'2yrs': None,
                                                                                             '3yrs': 0.034588777863,
                                                                                             '4yrs': 0.074298711145,
                                                                                             '6yrs': 0.097402597403,
                                                                                             '8yrs': 0.135245901639},
                                                                 'transf_still_enrolled_2yr_by': {'2yrs': 0.027602523659,
                                                                                                  '3yrs': 0.017678708686,
                                                                                                  '4yrs': None,
                                                                                                  '6yrs': None,
                                                                                                  '8yrs': None},
                                                                 'transf_still_enrolled_4yr_by': {'2yrs': 0.065457413249,
                                                                                                  '3yrs': 0.060722521138,
                                                                                                  '4yrs': 0.031842304776,
                                                                                                  '6yrs': 0.012175324675,
                                                                                                  '8yrs': 0.015573770492},
                                                                 'transf_unknown_2yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_unknown_4yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_withdrawn_2yr_by': {'2yrs': 0.055993690852,
                                                                                             '3yrs': 0.049961568025,
                                                                                             '4yrs': 0.059893858984,
                                                                                             '6yrs': 0.048701298701,
                                                                                             '8yrs': 0.061475409836},
                                                                 'transf_withdrawn_4yr_by': {'2yrs': 0.032334384858,
                                                                                             '3yrs': 0.033051498847,
                                                                                             '4yrs': 0.031842304776,
                                                                                             '6yrs': 0.037337662338,
                                                                                             '8yrs': 0.045901639344},
                                                                 'unknown_by': {'2yrs': None,
                                                                                '3yrs': None,
                                                                                '4yrs': None,
                                                                                '6yrs': None,
                                                                                '8yrs': None},
                                                                 'withdrawn_by': {'2yrs': 0.132492113565,
                                                                                  '3yrs': 0.132974634896,
                                                                                  '4yrs': 0.140257771039,
                                                                                  '6yrs': 0.133116883117,
                                                                                  '8yrs': 0.12868852459}},
                                                     'no_loan': {'completed_by': {'2yrs': 0.178484107579,
                                                                                  '3yrs': 0.441975308642,
                                                                                  '4yrs': 0.596256684492,
                                                                                  '6yrs': 0.584239130435,
                                                                                  '8yrs': 0.475524475524},
                                                                 'died_by': {'2yrs': None,
                                                                             '3yrs': None,
                                                                             '4yrs': None,
                                                                             '6yrs': None,
                                                                             '8yrs': None},
                                                                 'still_enrolled_by': {'2yrs': 0.39608801956,
                                                                                       '3yrs': 0.128395061728,
                                                                                       '4yrs': None,
                                                                                       '6yrs': None,
                                                                                       '8yrs': None},
                                                                 'transf_completed_2yr_by': {'2yrs': 0.051344743276,
                                                                                             '3yrs': 0.041975308642,
                                                                                             '4yrs': 0.029411764706,
                                                                                             '6yrs': 0.029891304348,
                                                                                             '8yrs': 0.038461538462},
                                                                 'transf_completed_4yr_by': {'2yrs': None,
                                                                                             '3yrs': 0.044444444444,
                                                                                             '4yrs': 0.077540106952,
                                                                                             '6yrs': 0.103260869565,
                                                                                             '8yrs': 0.143356643357},
                                                                 'transf_still_enrolled_2yr_by': {'2yrs': None,
                                                                                                  '3yrs': None,
                                                                                                  '4yrs': None,
                                                                                                  '6yrs': None,
                                                                                                  '8yrs': None},
                                                                 'transf_still_enrolled_4yr_by': {'2yrs': 0.056234718826,
                                                                                                  '3yrs': 0.032098765432,
                                                                                                  '4yrs': 0.03743315508,
                                                                                                  '6yrs': None,
                                                                                                  '8yrs': None},
                                                                 'transf_unknown_2yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_unknown_4yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_withdrawn_2yr_by': {'2yrs': 0.063569682152,
                                                                                             '3yrs': 0.061728395062,
                                                                                             '4yrs': 0.042780748663,
                                                                                             '6yrs': 0.057065217391,
                                                                                             '8yrs': 0.055944055944},
                                                                 'transf_withdrawn_4yr_by': {'2yrs': 0.031784841076,
                                                                                             '3yrs': 0.034567901235,
                                                                                             '4yrs': 0.032085561497,
                                                                                             '6yrs': 0.0625,
                                                                                             '8yrs': 0.052447552448},
                                                                 'unknown_by': {'2yrs': 0.053789731051,
                                                                                '3yrs': None,
                                                                                '4yrs': None,
                                                                                '6yrs': None,
                                                                                '8yrs': None},
                                                                 'withdrawn_by': {'2yrs': 0.144254278729,
                                                                                  '3yrs': 0.162962962963,
                                                                                  '4yrs': 0.125668449198,
                                                                                  '6yrs': 0.127717391304,
                                                                                  '8yrs': 0.087412587413}},
                                                     'no_pell': {'completed_by': {'2yrs': 0.094402985075,
                                                                                  '3yrs': 0.472211720227,
                                                                                  '4yrs': 0.637813211845,
                                                                                  '6yrs': 0.676224084693,
                                                                                  '8yrs': 0.649767201242},
                                                                 'died_by': {'2yrs': None,
                                                                             '3yrs': None,
                                                                             '4yrs': None,
                                                                             '6yrs': None,
                                                                             '8yrs': None},
                                                                 'still_enrolled_by': {'2yrs': 0.534328358209,
                                                                                       '3yrs': 0.188279773157,
                                                                                       '4yrs': 0.03416856492,
                                                                                       '6yrs': None,
                                                                                       '8yrs': None},
                                                                 'transf_completed_2yr_by': {'2yrs': None,
                                                                                             '3yrs': 0.018147448015,
                                                                                             '4yrs': 0.017843583903,
                                                                                             '6yrs': 0.021173356859,
                                                                                             '8yrs': 0.026383859286},
                                                                 'transf_completed_4yr_by': {'2yrs': None,
                                                                                             '3yrs': 0.046124763705,
                                                                                             '4yrs': 0.085041761579,
                                                                                             '6yrs': 0.114689016321,
                                                                                             '8yrs': 0.141748577341},
                                                                 'transf_still_enrolled_2yr_by': {'2yrs': 0.023134328358,
                                                                                                  '3yrs': None,
                                                                                                  '4yrs': None,
                                                                                                  '6yrs': None,
                                                                                                  '8yrs': None},
                                                                 'transf_still_enrolled_4yr_by': {'2yrs': 0.065671641791,
                                                                                                  '3yrs': 0.049905482042,
                                                                                                  '4yrs': 0.029233105543,
                                                                                                  '6yrs': 0.009704455227,
                                                                                                  '8yrs': 0.008277289188},
                                                                 'transf_unknown_2yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_unknown_4yr_by': {'2yrs': None,
                                                                                           '3yrs': None,
                                                                                           '4yrs': None,
                                                                                           '6yrs': None,
                                                                                           '8yrs': None},
                                                                 'transf_withdrawn_2yr_by': {'2yrs': 0.059701492537,
                                                                                             '3yrs': 0.051417769376,
                                                                                             '4yrs': 0.042141230068,
                                                                                             '6yrs': 0.043670048522,
                                                                                             '8yrs': 0.046042421107},
                                                                 'transf_withdrawn_4yr_by': {'2yrs': 0.033208955224,
                                                                                             '3yrs': 0.032514177694,
                                                                                             '4yrs': 0.033788914199,
                                                                                             '6yrs': 0.037935597706,
                                                                                             '8yrs': 0.04035178479},
                                                                 'unknown_by': {'2yrs': 0.069029850746,
                                                                                '3yrs': None,
                                                                                '4yrs': 0.009870918755,
                                                                                '6yrs': None,
                                                                                '8yrs': None},
                                                                 'withdrawn_by': {'2yrs': 0.086940298507,
                                                                                  '3yrs': 0.098298676749,
                                                                                  '4yrs': 0.098329536826,
                                                                                  '6yrs': 0.084693427437,
                                                                                  '8yrs': 0.080186239007}},
                                                     'not_first_gen': {'completed_by': {'2yrs': 0.090755593077,
                                                                                        '3yrs': 0.469341749324,
                                                                                        '4yrs': 0.644405130473,
                                                                                        '6yrs': 0.685185185185,
                                                                                        '8yrs': 0.673457159976},
                                                                       'died_by': {'2yrs': None,
                                                                                   '3yrs': None,
                                                                                   '4yrs': None,
                                                                                   '6yrs': None,
                                                                                   '8yrs': None},
                                                                       'still_enrolled_by': {'2yrs': 0.559307724778,
                                                                                             '3yrs': 0.209197475203,
                                                                                             '4yrs': 0.049977885891,
                                                                                             '6yrs': 0.006687242798,
                                                                                             '8yrs': None},
                                                                       'transf_completed_2yr_by': {'2yrs': 0.016040523428,
                                                                                                   '3yrs': None,
                                                                                                   '4yrs': 0.019460415745,
                                                                                                   '6yrs': 0.02366255144,
                                                                                                   '8yrs': 0.019173157579},
                                                                       'transf_completed_4yr_by': {'2yrs': None,
                                                                                                   '3yrs': 0.034265103697,
                                                                                                   '4yrs': 0.061477222468,
                                                                                                   '6yrs': 0.098251028807,
                                                                                                   '8yrs': 0.123427201917},
                                                                       'transf_still_enrolled_2yr_by': {'2yrs': 0.019417475728,
                                                                                                        '3yrs': 0.017583408476,
                                                                                                        '4yrs': None,
                                                                                                        '6yrs': 0.005144032922,
                                                                                                        '8yrs': None},
                                                                       'transf_still_enrolled_4yr_by': {'2yrs': 0.057408189109,
                                                                                                        '3yrs': 0.054102795311,
                                                                                                        '4yrs': 0.026536930562,
                                                                                                        '6yrs': 0.01183127572,
                                                                                                        '8yrs': 0.00958657879},
                                                                       'transf_unknown_2yr_by': {'2yrs': None,
                                                                                                 '3yrs': None,
                                                                                                 '4yrs': None,
                                                                                                 '6yrs': None,
                                                                                                 '8yrs': None},
                                                                       'transf_unknown_4yr_by': {'2yrs': None,
                                                                                                 '3yrs': None,
                                                                                                 '4yrs': None,
                                                                                                 '6yrs': None,
                                                                                                 '8yrs': None},
                                                                       'transf_withdrawn_2yr_by': {'2yrs': 0.063317855635,
                                                                                                   '3yrs': 0.046438232642,
                                                                                                   '4yrs': 0.043343653251,
                                                                                                   '6yrs': 0.037551440329,
                                                                                                   '8yrs': 0.043139604554},
                                                                       'transf_withdrawn_4yr_by': {'2yrs': 0.030814689743,
                                                                                                   '3yrs': 0.031559963931,
                                                                                                   '4yrs': 0.03228659885,
                                                                                                   '6yrs': 0.034979423868,
                                                                                                   '8yrs': 0.047932893948},
                                                                       'unknown_by': {'2yrs': 0.067961165049,
                                                                                      '3yrs': None,
                                                                                      '4yrs': 0.011057054401,
                                                                                      '6yrs': None,
                                                                                      '8yrs': 0.005991611744},
                                                                       'withdrawn_by': {'2yrs': 0.084423807514,
                                                                                        '3yrs': 0.098286744815,
                                                                                        '4yrs': 0.099513489606,
                                                                                        '6yrs': 0.08950617284,
                                                                                        '8yrs': 0.069502696225}},
                                                     'pell_recip': {'completed_by': {'2yrs': 0.128911138924,
                                                                                     '3yrs': 0.393827160494,
                                                                                     '4yrs': 0.512534818942,
                                                                                     '6yrs': 0.566652909616,
                                                                                     '8yrs': 0.536180308422},
                                                                    'died_by': {'2yrs': None,
                                                                                '3yrs': None,
                                                                                '4yrs': None,
                                                                                '6yrs': None,
                                                                                '8yrs': None},
                                                                    'still_enrolled_by': {'2yrs': 0.497288277013,
                                                                                          '3yrs': 0.216872427984,
                                                                                          '4yrs': 0.071229606049,
                                                                                          '6yrs': None,
                                                                                          '8yrs': None},
                                                                    'transf_completed_2yr_by': {'2yrs': None,
                                                                                                '3yrs': 0.038271604938,
                                                                                                '4yrs': 0.038997214485,
                                                                                                '6yrs': 0.045810978126,
                                                                                                '8yrs': 0.035587188612},
                                                                    'transf_completed_4yr_by': {'2yrs': None,
                                                                                                '3yrs': 0.023868312757,
                                                                                                '4yrs': 0.053322721846,
                                                                                                '6yrs': 0.081304168386,
                                                                                                '8yrs': 0.10873863187},
                                                                    'transf_still_enrolled_2yr_by': {'2yrs': 0.02461410096,
                                                                                                     '3yrs': None,
                                                                                                     '4yrs': None,
                                                                                                     '6yrs': None,
                                                                                                     '8yrs': None},
                                                                    'transf_still_enrolled_4yr_by': {'2yrs': 0.059240717564,
                                                                                                     '3yrs': 0.055144032922,
                                                                                                     '4yrs': 0.034619976124,
                                                                                                     '6yrs': 0.018159306645,
                                                                                                     '8yrs': 0.009094503756},
                                                                    'transf_unknown_2yr_by': {'2yrs': None,
                                                                                              '3yrs': None,
                                                                                              '4yrs': None,
                                                                                              '6yrs': None,
                                                                                              '8yrs': None},
                                                                    'transf_unknown_4yr_by': {'2yrs': None,
                                                                                              '3yrs': None,
                                                                                              '4yrs': None,
                                                                                              '6yrs': None,
                                                                                              '8yrs': None},
                                                                    'transf_withdrawn_2yr_by': {'2yrs': 0.052565707134,
                                                                                                '3yrs': 0.043209876543,
                                                                                                '4yrs': 0.058495821727,
                                                                                                '6yrs': 0.051588939331,
                                                                                                '8yrs': 0.063266113088},
                                                                    'transf_withdrawn_4yr_by': {'2yrs': 0.025865665415,
                                                                                                '3yrs': 0.039917695473,
                                                                                                '4yrs': 0.039395145245,
                                                                                                '6yrs': 0.049112670243,
                                                                                                '8yrs': 0.058521154607},
                                                                    'unknown_by': {'2yrs': 0.021693783897,
                                                                                   '3yrs': None,
                                                                                   '4yrs': 0.007560684441,
                                                                                   '6yrs': None,
                                                                                   '8yrs': None},
                                                                    'withdrawn_by': {'2yrs': 0.135168961202,
                                                                                     '3yrs': 0.151440329218,
                                                                                     '4yrs': 0.161559888579,
                                                                                     '6yrs': 0.155592241024,
                                                                                     '8yrs': 0.149070778964}},
                                                     'still_enrolled_by': {'2yrs': 0.516840653929,
                                                                           '3yrs': 0.20197044335,
                                                                           '4yrs': 0.052263454439,
                                                                           '6yrs': 0.008528784648,
                                                                           '8yrs': 0.004482294935},
                                                     'transf_completed_2yr_by': {'2yrs': 0.028954106756,
                                                                                 '3yrs': 0.027783251232,
                                                                                 '4yrs': 0.028171750534,
                                                                                 '6yrs': 0.033901918977,
                                                                                 '8yrs': 0.031600179292},
                                                     'transf_completed_4yr_by': {'2yrs': None,
                                                                                 '3yrs': 0.035467980296,
                                                                                 '4yrs': 0.069555080629,
                                                                                 '6yrs': 0.097441364606,
                                                                                 '8yrs': 0.123038995966},
                                                     'transf_still_enrolled_2yr_by': {'2yrs': 0.023832972228,
                                                                                      '3yrs': 0.019704433498,
                                                                                      '4yrs': 0.013405867496,
                                                                                      '6yrs': 0.0078891258,
                                                                                      '8yrs': 0.005378753922},
                                                     'transf_still_enrolled_4yr_by': {'2yrs': 0.062635414615,
                                                                                      '3yrs': 0.052413793103,
                                                                                      '4yrs': 0.031863221294,
                                                                                      '6yrs': 0.01407249467,
                                                                                      '8yrs': 0.008740475123},
                                                     'transf_unknown_2yr_by': {'2yrs': None,
                                                                               '3yrs': None,
                                                                               '4yrs': None,
                                                                               '6yrs': None,
                                                                               '8yrs': None},
                                                     'transf_unknown_4yr_by': {'2yrs': None,
                                                                               '3yrs': None,
                                                                               '4yrs': None,
                                                                               '6yrs': None,
                                                                               '8yrs': None},
                                                     'transf_withdrawn_2yr_by': {'2yrs': 0.056332479811,
                                                                                 '3yrs': 0.047487684729,
                                                                                 '4yrs': 0.050126287158,
                                                                                 '6yrs': 0.04776119403,
                                                                                 '8yrs': 0.055804571941},
                                                     'transf_withdrawn_4yr_by': {'2yrs': 0.029741973606,
                                                                                 '3yrs': 0.0360591133,
                                                                                 '4yrs': 0.036526131727,
                                                                                 '6yrs': 0.043710021322,
                                                                                 '8yrs': 0.050649932766},
                                                     'unknown_by': {'2yrs': 0.046681110892,
                                                                    '3yrs': 0.017931034483,
                                                                    '4yrs': 0.008742957062,
                                                                    '6yrs': None,
                                                                    '8yrs': 0.009188704617},
                                                     'withdrawn_by': {'2yrs': 0.109710458932,
                                                                      '3yrs': 0.123743842365,
                                                                      '4yrs': 0.129201476588,
                                                                      '6yrs': 0.12132196162,
                                                                      '8yrs': 0.119229045271}},
                                        'transfer_rate': {'4yr': {'full_time': 0.1882,
                                                                  'full_time_pooled': 0.1923},
                                                          'cohort_4yr': {'full_time': 7169,
                                                                         'full_time_pooled': 13960},
                                                          'cohort_less_than_4yr': {'full_time': None,
                                                                                   'full_time_pooled': None},
                                                          'less_than_4yr': {'full_time': None,
                                                                            'full_time_pooled': None}},
                                        'transfer_rate_suppressed': {'4yr': {'full_time_pooled': 0.1923},
                                                                     'less_than_4yr': {'full_time_pooled': None}}},
                         'cost': {'attendance': {'academic_year': 31050,
                                                 'program_year': None},
                                  'avg_net_price': {'consumer': {'median_by_pred_degree': 18902,
                                                                 'overall_median': 16007},
                                                    'other_academic_year': None,
                                                    'overall': 21534,
                                                    'private': None,
                                                    'program_year': None,
                                                    'public': 21534},
                                  'booksupply': 800,
                                  'net_price': {'consumer': {'by_income_level': {'0-30000': 18338,
                                                                                 '0-48000': 18883,
                                                                                 '110001-plus': 24948,
                                                                                 '30001-48000': 20121,
                                                                                 '30001-75000': 21041,
                                                                                 '48001-75000': 21957,
                                                                                 '75000-plus': 24553,
                                                                                 '750001-111000': 23830}},
                                                'other_acad_calendar': {'by_income_level': {'0-30000': None,
                                                                                            '0-48000': None,
                                                                                            '110001-plus': None,
                                                                                            '30001-48000': None,
                                                                                            '30001-75000': None,
                                                                                            '48001-75000': None,
                                                                                            '75000-plus': None,
                                                                                            '75001-110000': None}},
                                                'private': {'by_income_level': {'0-30000': None,
                                                                                '0-48000': None,
                                                                                '110001-plus': None,
                                                                                '30001-48000': None,
                                                                                '30001-75000': None,
                                                                                '48001-75000': None,
                                                                                '75000-plus': None,
                                                                                '75001-110000': None}},
                                                'program_reporter': {'by_income_level': {'0-30000': None,
                                                                                         '0-48000': None,
                                                                                         '110001-plus': None,
                                                                                         '30001-48000': None,
                                                                                         '30001-75000': None,
                                                                                         '48001-75000': None,
                                                                                         '75000-plus': None,
                                                                                         '75001-110000': None}},
                                                'public': {'by_income_level': {'0-30000': 18338,
                                                                               '0-48000': 18883,
                                                                               '110001-plus': 24948,
                                                                               '30001-48000': 20121,
                                                                               '30001-75000': 21041,
                                                                               '48001-75000': 21957,
                                                                               '75000-plus': 24553,
                                                                               '75001-110000': 23830}}},
                                  'otherexpense': {'offcampus': 4670,
                                                   'oncampus': 4670,
                                                   'withfamily': 5742},
                                  'program_reporter': {'program_1': {'cip_6_digit': {'annualized': None,
                                                                                     'full_program': None}},
                                                       'program_2': {'cip_6_digit': {'annualized': None,
                                                                                     'full_program': None}},
                                                       'program_3': {'cip_6_digit': {'annualized': None,
                                                                                     'full_program': None}},
                                                       'program_4': {'cip_6_digit': {'annualized': None,
                                                                                     'full_program': None}},
                                                       'program_5': {'cip_6_digit': {'annualized': None,
                                                                                     'full_program': None}},
                                                       'program_6': {'cip_6_digit': {'annualized': None,
                                                                                     'full_program': None}}},
                                  'roomboard': {'offcampus': 13934,
                                                'oncampus': 13934},
                                  'title_iv': {'academic_year': None,
                                               'other_acad_calendar': {'by_income_level': {'0-30000': None,
                                                                                           '110001-plus': None,
                                                                                           '30001-48000': None,
                                                                                           '48001-75000': None,
                                                                                           '75001-110000': None}},
                                               'private': {'all': None,
                                                           'by_income_level': {'0-30000': None,
                                                                               '110001-plus': None,
                                                                               '30001-48000': None,
                                                                               '48001-75000': None,
                                                                               '75001-110000': None}},
                                               'program_reporter': {'by_income_level': {'0-30000': None,
                                                                                        '110001-plus': None,
                                                                                        '30001-48000': None,
                                                                                        '48001-75000': None,
                                                                                        '75001-110000': None}},
                                               'program_year': None,
                                               'public': {'all': 1360,
                                                          'by_income_level': {'0-30000': 441,
                                                                              '110001-plus': 343,
                                                                              '30001-48000': 194,
                                                                              '48001-75000': 195,
                                                                              '75001-110000': 187}}},
                                  'tuition': {'in_state': 11620,
                                              'out_of_state': 31090,
                                              'program_year': None}},
                         'earnings': {'10_yrs_after_entry': {'consumer': {'median_by_pred_degree': 50481.5,
                                                                          'overall_median': 38461},
                                                             'female_students': 2830,
                                                             'gt_threshold': 0.7886,
                                                             'independent_students': 667,
                                                             'male_students': 2580,
                                                             'mean_earnings': {'dependent_students': 52400,
                                                                               'dependent_students_lowest_tercile': 44900,
                                                                               'female_students': 45100,
                                                                               'highest_tercile': 55800,
                                                                               'independent_students': 47500,
                                                                               'lowest_tercile': 45500,
                                                                               'male_students': 59100,
                                                                               'middle_tercile': 51600},
                                                             'median': 56118,
                                                             'median_earnings': {'dependent_students': 56433,
                                                                                 'highest_tercile': 61271,
                                                                                 'independent_students': 53535,
                                                                                 'lowest_tercile': 50774,
                                                                                 'male_students': 65820,
                                                                                 'middle_tercile': 54334,
                                                                                 'non_male_students': 49692},
                                                             'not_working_not_enrolled': {'overall': 549},
                                                             'percent_greater_than_25000': 0.786,
                                                             'percent_greater_than_28000': 0.765,
                                                             'working_not_enrolled': {'dependent_students': 4738,
                                                                                      'dependent_students_lowest_tercile': 572,
                                                                                      'earnings_percentile': {'10': 13100,
                                                                                                              '25': 36676,
                                                                                                              '75': 83834,
                                                                                                              '90': 85000},
                                                                                      'income': {'highest_tercile': 2313,
                                                                                                 'lowest_tercile': 1517,
                                                                                                 'middle_tercile': 1578},
                                                                                      'mean_earnings': 51600,
                                                                                      'overall': 5408,
                                                                                      'std_dev': 60343}},
                                      '1_yr_after_completion': {'median': 44620,
                                                                'not_working_not_enrolled': {'overall_count': 222},
                                                                'overall_count_gt_hs_grad': 3807,
                                                                'overall_count_over_poverty_line': 4573,
                                                                'working_not_enrolled': {'overall_count': 5507}},
                                      '3_yrs_after_completion': {'not_working_not_enrolled': {'overall_count': 196},
                                                                 'overall_count_over_poverty_line': 4142,
                                                                 'working_not_enrolled': {'overall_count': 4552}},
                                      '4_yrs_after_completion': {'median': 54773,
                                                                 'not_working_not_enrolled': {'overall_count': 231},
                                                                 'overall_count_over_poverty_line': 3969,
                                                                 'working_not_enrolled': {'overall_count': 4823}},
                                      '6_yrs_after_entry': {'female_students': 3415,
                                                            'gt_threshold': 0.7361,
                                                            'gt_threshold_suppressed': 0.7361,
                                                            'independent_students': 943,
                                                            'male_students': 2675,
                                                            'mean_earnings': {'dependent_students': 42200,
                                                                              'dependent_students_lowest_tercile': 34600,
                                                                              'female_students': 36400,
                                                                              'highest_tercile': 42700,
                                                                              'independent_students': 43600,
                                                                              'lowest_tercile': 42900,
                                                                              'male_students': 49000,
                                                                              'middle_tercile': 41400},
                                                            'median': 48273,
                                                            'median_earnings_dependent': 48683,
                                                            'median_earnings_highest_tercile': 53206,
                                                            'median_earnings_independent': 46732,
                                                            'median_earnings_lowest_tercile': 43215,
                                                            'median_earnings_male': 55099,
                                                            'median_earnings_middle_tercile': 45631,
                                                            'median_earnings_non_male': 44440,
                                                            'not_working_not_enrolled': {'overall': 624},
                                                            'percent_greater_than_25000': 0.695,
                                                            'percent_greater_than_28000': 0.679,
                                                            'working_not_enrolled': {'dependent_students': 5148,
                                                                                     'dependent_students_lowest_tercile': 583,
                                                                                     'earnings_percentile': {'10': 9800,
                                                                                                             '25': 30881,
                                                                                                             '75': 68376,
                                                                                                             '90': 61600},
                                                                                     'income': {'highest_tercile': 2568,
                                                                                                'lowest_tercile': 1840,
                                                                                                'middle_tercile': 1681},
                                                                                     'mean_earnings': 42400,
                                                                                     'overall': 6090,
                                                                                     'std_dev': 51652}},
                                      '7_yrs_after_entry': {'mean_earnings': 41700,
                                                            'not_working_not_enrolled': 292,
                                                            'percent_greater_than_25000': 0.71891194581985,
                                                            'std_dev': 42100,
                                                            'working_not_enrolled': 3088},
                                      '8_yrs_after_entry': {'10th_percentile_earnings': 11500,
                                                            '25th_percentile_earnings': 33531,
                                                            '75th_percentile_earnings': 74884,
                                                            '90th_percentile_earnings': 77400,
                                                            'gt_threshold': 0.7691,
                                                            'mean_earnings': 45600,
                                                            'median_earnings': 51441,
                                                            'median_earnings_dependent': 51897,
                                                            'median_earnings_highest_tercile': 56508,
                                                            'median_earnings_independent': 48384,
                                                            'median_earnings_lowest_tercile': 46037,
                                                            'median_earnings_male': 58282,
                                                            'median_earnings_middle_tercile': 49836,
                                                            'median_earnings_non_male': 47170,
                                                            'not_working_not_enrolled': 580,
                                                            'percent_greater_than_25000': 0.753,
                                                            'percent_greater_than_28000': 0.722,
                                                            'std_deviation': 47499,
                                                            'working_not_enrolled': 5971,
                                                            'working_not_enrolled_dependent': 5198,
                                                            'working_not_enrolled_highest_tercile': 2480,
                                                            'working_not_enrolled_independent': 771,
                                                            'working_not_enrolled_lowest_tercile': 1820,
                                                            'working_not_enrolled_male': 2797,
                                                            'working_not_enrolled_middle_tercile': 1670,
                                                            'working_not_enrolled_non_male': 3174},
                                      '9_yrs_after_entry': {'mean_earnings': 47200,
                                                            'not_working_not_enrolled': 321,
                                                            'percent_greater_than_25000': 0.77460408210754,
                                                            'std_deviation': 49300,
                                                            'working_not_enrolled': 3536},
                                      'student_count': None},
                         'programs': {'cip_4_digit': [{'code': '0301',
                                                       'counts': {'ipeds_awards1': 25,
                                                                  'ipeds_awards2': 39},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 20,
                                                                                                         'median': 20807,
                                                                                                         'median_payment': 221},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 20,
                                                                                                          'median': 20807,
                                                                                                          'median_payment': 221}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 26309,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 22,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 19,
                                                                                         'overall_median_earnings': 26760,
                                                                                         'working_not_enrolled': {'overall_count': 27}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 10,
                                                                                         'overall_median_earnings': 37208,
                                                                                         'working_not_enrolled': {'overall_count': 14}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 23,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 22,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 21,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 21,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Natural '
                                                                'Resources '
                                                                'Conservation '
                                                                'and Research.',
                                                       'unit_id': 100751},
                                                      {'code': '0501',
                                                       'counts': {'ipeds_awards1': 13,
                                                                  'ipeds_awards2': 20},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 75879,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 69936,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 17,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 23,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 15,
                                                                                         'overall_median_earnings': 39909,
                                                                                         'working_not_enrolled': {'overall_count': 18}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 22,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 26,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 26,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                                                                          'count': 22,
                                                                                                          'median': 75107},
                                                                                             'eval_inst': {'average': 93423,
                                                                                                           'count': 21,
                                                                                                           'median': 86766}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': 20,
                                                                                                      'median': 63191},
                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': None,
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                                                                                                          'median': 24459,
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                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': 24990},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 34,
                                                                                                           'median': 23375}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 77,
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                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 65,
                                                                                                              'median': 24980},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 65,
                                                                                                               'median': 22500}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 46,
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                                                                             'overall_count_more_than_HS_Grad': 56,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'nonpell_median_earnings': 43860,
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                                                                             'overall_count_working_in_institution_state': 26,
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                                                                                         'overall_median_earnings': 34129,
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                                                                                         'overall_count_over_poverty_line': 60,
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                                                                                         'working_not_enrolled': {'overall_count': 74}},
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                                                                                         'nonpell_median_earnings': 40984,
                                                                                         'not_enrolled': {'male_count': 30,
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                                                                                                          'overall_count': 86,
                                                                                                          'pell_count': 47},
                                                                                         'overall_count_over_poverty_line': 69,
                                                                                         'overall_median_earnings': 43281,
                                                                                         'pell_median_earnings': 46737,
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                                                                                          'makingprogress': '0.10 '
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                                                                                          'discharge': '<=0.20',
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                                                                                          'makingprogress': '0.20 '
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                                                                                                            '0.39',
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                                                                     '3_yr_bb_fed_comp': {'count': 94,
                                                                                          'default': '<=0.20',
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                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
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                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
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                                                                     '4_yr_bb_fed_comp': {'count': 94,
                                                                                          'default': '<=0.20',
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                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
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                                                       'school': {'main_campus': 1,
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                                                       'counts': {'ipeds_awards1': 24,
                                                                  'ipeds_awards2': 50},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                            'eval_inst': {'average': 25871,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                         'overall_count_over_poverty_line': None,
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                                                                                          'forbearance': None,
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                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': None,
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                                                       'school': {'main_campus': 1,
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                                                                          'Alabama',
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                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
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                                                                                                     'count': None,
                                                                                                     'median': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'makingprogress': None,
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                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                                          'makingprogress': None,
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                                                                      'title': "Bachelor's "
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                                                                                'not_pell': {'all_inst': {'average': 88811,
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                                                                                'pell': {'all_inst': {'average': 86987,
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                                                                                         'eval_inst': {'average': 89254,
                                                                                                       'count': 26,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 92,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': None,
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                                                                                                          'median': 23375,
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                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': 24115},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 22,
                                                                                                           'median': 23365}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 70,
                                                                                                               'median': 23875}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 33,
                                                                                                              'median': 20505},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 33,
                                                                                                               'median': 20500}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 59,
                                                                                                          'median': 26000},
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                                                                                                           'count': 59,
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                                                                             'not_working_not_enrolled': {'overall_count': 4},
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                                                                             'overall_count_more_than_HS_Grad': 38,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                             'nonpell_median_earnings': 54104,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                                                      'pell_count': 26}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': 31764,
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                                                                                         'working_not_enrolled': {'overall_count': 42}},
                                                                                '3_yr': {'male_median_earnings': 38740,
                                                                                         'nonmale_median_earnings': 36992,
                                                                                         'nonpell_median_earnings': 42599,
                                                                                         'not_enrolled': {'male_count': 17,
                                                                                                          'nonmale_count': 27,
                                                                                                          'nonpell_count': 19,
                                                                                                          'overall_count': 45,
                                                                                                          'pell_count': 25},
                                                                                         'overall_count_over_poverty_line': 35,
                                                                                         'overall_median_earnings': 37832,
                                                                                         'pell_median_earnings': 34277,
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                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
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                                                                                          'default': '<=0.20',
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                                                                                          'delinquent': '<=0.20',
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                                                                                          'makingprogress': '0.20 '
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                                                                                                            '0.39',
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                                                                                                        '0.39'},
                                                                     '3_yr_bb_fed_comp': {'count': 49,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 49,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Journalism.',
                                                       'unit_id': 100751},
                                                      {'code': '0904',
                                                       'counts': {'ipeds_awards1': 13,
                                                                  'ipeds_awards2': 11},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Journalism.',
                                                       'unit_id': 100751},
                                                      {'code': '0907',
                                                       'counts': {'ipeds_awards1': 127,
                                                                  'ipeds_awards2': 117},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': 34,
                                                                                                     'median': 48904,
                                                                                                     'median_payment': 582},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': 34,
                                                                                                      'median': 48904,
                                                                                                      'median_payment': 582}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': 10,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': 10,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': 24,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 24,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 19,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 19,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': 15,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': 15,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 116,
                                                                                                         'median': 24823,
                                                                                                         'median_payment': 263},
                                                                                            'eval_inst': {'average': None,
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                                                                                                          'median': 23875,
                                                                                                          'median_payment': 253}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 47,
                                                                                                          'median': 22900},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 47,
                                                                                                           'median': 22850}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 69,
                                                                                                               'median': 24798}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 58,
                                                                                                              'median': 23106},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 58,
                                                                                                               'median': 22825}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 58,
                                                                                                          'median': 25445},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 58,
                                                                                                           'median': 25000}}}},
                                                       'distance': 1,
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                                                                             'nonpell_median_earnings': 35828,
                                                                             'not_working_not_enrolled': {'overall_count': 6},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 58,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': 29661,
                                                                             'working_not_enrolled': {'male_count': 48,
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                                                                                                      'nonpell_count': 61,
                                                                                                      'overall_count': 122,
                                                                                                      'pell_count': 63}},
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                                                                             'nonmale_median_earnings': 50288,
                                                                             'nonpell_median_earnings': 48189,
                                                                             'not_working_not_enrolled': {'overall_count': 6},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 84,
                                                                             'overall_count_working_in_institution_state': 32,
                                                                             'overall_median_earnings': 44365,
                                                                             'pell_median_earnings': 37788,
                                                                             'working_not_enrolled': {'male_count': 54,
                                                                                                      'nonmale_count': 62,
                                                                                                      'nonpell_count': 56,
                                                                                                      'overall_count': 117,
                                                                                                      'pell_count': 61}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 11},
                                                                                         'overall_count_over_poverty_line': 101,
                                                                                         'overall_median_earnings': 31690,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 5},
                                                                                         'overall_count_over_poverty_line': 83,
                                                                                         'overall_median_earnings': 29350,
                                                                                         'working_not_enrolled': {'overall_count': 113}},
                                                                                '3_yr': {'male_median_earnings': 30493,
                                                                                         'nonmale_median_earnings': 36925,
                                                                                         'nonpell_median_earnings': 37204,
                                                                                         'not_enrolled': {'male_count': 56,
                                                                                                          'nonmale_count': 61,
                                                                                                          'nonpell_count': 54,
                                                                                                          'overall_count': 118,
                                                                                                          'pell_count': 65},
                                                                                         'overall_count_over_poverty_line': 91,
                                                                                         'overall_median_earnings': 35458,
                                                                                         'pell_median_earnings': 31304,
                                                                                         'working_not_enrolled': {'overall_count': 107}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 118,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 134,
                                                                                          'default': '<=0.10',
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                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
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                                                                                                         '0.19',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.30 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '3_yr_bb_fed_comp': {'count': 129,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.29',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.30 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '4_yr_bb_fed_comp': {'count': 129,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.30 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                                'Communication.',
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                                                                      'title': "Master's "
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                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Radio, '
                                                                'Television, '
                                                                'and Digital '
                                                                'Communication.',
                                                       'unit_id': 100751},
                                                      {'code': '0909',
                                                       'counts': {'ipeds_awards1': 409,
                                                                  'ipeds_awards2': 371},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 89815,
                                                                                                     'count': 127,
                                                                                                     'median': 85960,
                                                                                                     'median_payment': 1022},
                                                                                        'eval_inst': {'average': 88963,
                                                                                                      'count': 126,
                                                                                                      'median': 86363,
                                                                                                      'median_payment': 1027}},
                                                                                'male': {'all_inst': {'average': 97423,
                                                                                                      'count': 23,
                                                                                                      'median': 93992},
                                                                                         'eval_inst': {'average': 100242,
                                                                                                       'count': 22,
                                                                                                       'median': 103125}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': 104,
                                                                                                          'median': 84160},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 104,
                                                                                                           'median': 84160}},
                                                                                'not_pell': {'all_inst': {'average': 99819,
                                                                                                          'count': 73,
                                                                                                          'median': 96990},
                                                                                             'eval_inst': {'average': 100323,
                                                                                                           'count': 72,
                                                                                                           'median': 98353}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': 54,
                                                                                                      'median': 59235},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': 54,
                                                                                                       'median': 55419}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 21882,
                                                                                                         'count': 343,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': 21602,
                                                                                                          'count': 339,
                                                                                                          'median': 24889,
                                                                                                          'median_payment': 264}},
                                                                                    'male': {'all_inst': {'average': 22982,
                                                                                                          'count': 61,
                                                                                                          'median': 23250},
                                                                                             'eval_inst': {'average': 22805,
                                                                                                           'count': 59,
                                                                                                           'median': 22250}},
                                                                                    'not_male': {'all_inst': {'average': 21644,
                                                                                                              'count': 282,
                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': 21348,
                                                                                                               'count': 280,
                                                                                                               'median': 25000}},
                                                                                    'not_pell': {'all_inst': {'average': 19747,
                                                                                                              'count': 206,
                                                                                                              'median': 23250},
                                                                                                 'eval_inst': {'average': 19664,
                                                                                                               'count': 204,
                                                                                                               'median': 22500}},
                                                                                    'pell': {'all_inst': {'average': 25092,
                                                                                                          'count': 137,
                                                                                                          'median': 25000},
                                                                                             'eval_inst': {'average': 24530,
                                                                                                           'count': 135,
                                                                                                           'median': 25000}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 37866,
                                                                             'nonmale_median_earnings': 40779,
                                                                             'nonpell_median_earnings': 40810,
                                                                             'not_working_not_enrolled': {'overall_count': 9},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 240,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 40169,
                                                                             'pell_median_earnings': 38973,
                                                                             'working_not_enrolled': {'male_count': 68,
                                                                                                      'nonmale_count': 277,
                                                                                                      'nonpell_count': 211,
                                                                                                      'overall_count': 343,
                                                                                                      'pell_count': 132}},
                                                                    '4_yr': {'male_median_earnings': 58786,
                                                                             'nonmale_median_earnings': 53006,
                                                                             'nonpell_median_earnings': 56174,
                                                                             'not_working_not_enrolled': {'overall_count': 8},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 232,
                                                                             'overall_count_working_in_institution_state': 79,
                                                                             'overall_median_earnings': 54063,
                                                                             'pell_median_earnings': 51478,
                                                                             'working_not_enrolled': {'male_count': 53,
                                                                                                      'nonmale_count': 229,
                                                                                                      'nonpell_count': 165,
                                                                                                      'overall_count': 282,
                                                                                                      'pell_count': 117}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 6},
                                                                                         'overall_count_over_poverty_line': 287,
                                                                                         'overall_median_earnings': 38904,
                                                                                         'working_not_enrolled': {'overall_count': 337}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 10},
                                                                                         'overall_count_over_poverty_line': 251,
                                                                                         'overall_median_earnings': 38929,
                                                                                         'working_not_enrolled': {'overall_count': 277}},
                                                                                '3_yr': {'male_median_earnings': 47959,
                                                                                         'nonmale_median_earnings': 45754,
                                                                                         'nonpell_median_earnings': 47421,
                                                                                         'not_enrolled': {'male_count': 57,
                                                                                                          'nonmale_count': 233,
                                                                                                          'nonpell_count': 171,
                                                                                                          'overall_count': 289,
                                                                                                          'pell_count': 118},
                                                                                         'overall_count_over_poverty_line': 243,
                                                                                         'overall_median_earnings': 45938,
                                                                                         'pell_median_earnings': 45158,
                                                                                         'working_not_enrolled': {'overall_count': 270}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 343,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.55 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.05',
                                                                                          'makingprogress': '0.15 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.14'},
                                                                     '2_yr_bb_fed_comp': {'count': 325,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.14',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.14',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.44',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.24'},
                                                                     '3_yr_bb_fed_comp': {'count': 301,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.24',
                                                                                          'fullypaid': '0.15 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.35 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.15 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 301,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.54',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.24',
                                                                                          'makingprogress': '0.15 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.05 '
                                                                                                        '- '
                                                                                                        '0.09'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Public '
                                                                'Relations, '
                                                                'Advertising, '
                                                                'and Applied '
                                                                'Communication.',
                                                       'unit_id': 100751},
                                                      {'code': '0909',
                                                       'counts': {'ipeds_awards1': 11,
                                                                  'ipeds_awards2': 23},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': 31641,
                                                                                                          'count': 10,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Public '
                                                                'Relations, '
                                                                'Advertising, '
                                                                'and Applied '
                                                                'Communication.',
                                                       'unit_id': 100751},
                                                      {'code': '1101',
                                                       'counts': {'ipeds_awards1': 89,
                                                                  'ipeds_awards2': 105},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 59,
                                                                                                         'median': 22000,
                                                                                                         'median_payment': 233},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 59,
                                                                                                          'median': 21992,
                                                                                                          'median_payment': 233}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 47,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 47,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 12,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 12,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 40,
                                                                                                              'median': 18739},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 40,
                                                                                                               'median': 18314}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 19,
                                                                                                          'median': 29000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 19,
                                                                                                           'median': 28750}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 73100,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 82304,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 73771,
                                                                             'pell_median_earnings': 68609,
                                                                             'working_not_enrolled': {'male_count': 58,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 42,
                                                                                                      'overall_count': 72,
                                                                                                      'pell_count': 28}},
                                                                    '4_yr': {'male_median_earnings': 88703,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 92348,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 16,
                                                                             'overall_median_earnings': 88504,
                                                                             'pell_median_earnings': 86944,
                                                                             'working_not_enrolled': {'male_count': 36,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 18,
                                                                                                      'overall_count': 43,
                                                                                                      'pell_count': 25}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 55,
                                                                                         'overall_median_earnings': 70103,
                                                                                         'working_not_enrolled': {'overall_count': 55}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 39,
                                                                                         'overall_median_earnings': 64281,
                                                                                         'working_not_enrolled': {'overall_count': 40}},
                                                                                '3_yr': {'male_median_earnings': 74917,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': 79152,
                                                                                         'not_enrolled': {'male_count': 36,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': 17,
                                                                                                          'overall_count': 42,
                                                                                                          'pell_count': 25},
                                                                                         'overall_count_over_poverty_line': 38,
                                                                                         'overall_median_earnings': 74781,
                                                                                         'pell_median_earnings': 74273,
                                                                                         'working_not_enrolled': {'overall_count': 39}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 53,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 52,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '<=0.20'},
                                                                     '3_yr_bb_fed_comp': {'count': 47,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 47,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Computer and '
                                                                'Information '
                                                                'Sciences, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '1101',
                                                       'counts': {'ipeds_awards1': 8,
                                                                  'ipeds_awards2': 11},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Computer and '
                                                                'Information '
                                                                'Sciences, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '1101',
                                                       'counts': {'ipeds_awards1': 3,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Computer and '
                                                                'Information '
                                                                'Sciences, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '1110',
                                                       'counts': {'ipeds_awards1': None,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                         'overall_count_over_poverty_line': None,
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                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Educational '
                                                                'Administration '
                                                                'and '
                                                                'Supervision.',
                                                       'unit_id': 100751},
                                                      {'code': '1305',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 7},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Educational/Instructional '
                                                                'Media Design.',
                                                       'unit_id': 100751},
                                                      {'code': '1306',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Educational '
                                                                'Assessment, '
                                                                'Evaluation, '
                                                                'and Research.',
                                                       'unit_id': 100751},
                                                      {'code': '1306',
                                                       'counts': {'ipeds_awards1': 5,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Educational '
                                                                'Assessment, '
                                                                'Evaluation, '
                                                                'and Research.',
                                                       'unit_id': 100751},
                                                      {'code': '1310',
                                                       'counts': {'ipeds_awards1': 46,
                                                                  'ipeds_awards2': 63},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': 19,
                                                                                                     'median': 73873,
                                                                                                     'median_payment': 878},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': 19,
                                                                                                      'median': 73873,
                                                                                                      'median_payment': 878}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 23170,
                                                                                                         'count': 55,
                                                                                                         'median': 26000,
                                                                                                         'median_payment': 276},
                                                                                            'eval_inst': {'average': 22992,
                                                                                                          'count': 54,
                                                                                                          'median': 25473,
                                                                                                          'median_payment': 270}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 35,
                                                                                                              'median': 26293},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 35,
                                                                                                               'median': 26000}},
                                                                                    'pell': {'all_inst': {'average': 23516,
                                                                                                          'count': 20,
                                                                                                          'median': 25000},
                                                                                             'eval_inst': {'average': 23661,
                                                                                                           'count': 19,
                                                                                                           'median': 25000}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 41119,
                                                                             'nonpell_median_earnings': 41017,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 41212,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 39,
                                                                                                      'nonpell_count': 27,
                                                                                                      'overall_count': 42,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 45760,
                                                                             'nonpell_median_earnings': 44565,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 26,
                                                                             'overall_median_earnings': 45349,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 34,
                                                                                                      'nonpell_count': 23,
                                                                                                      'overall_count': 37,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 45,
                                                                                         'overall_median_earnings': 37693,
                                                                                         'working_not_enrolled': {'overall_count': 50}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 37,
                                                                                         'overall_median_earnings': 38721,
                                                                                         'working_not_enrolled': {'overall_count': 37}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': 39837,
                                                                                         'nonpell_median_earnings': 40129,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': 34,
                                                                                                          'nonpell_count': 21,
                                                                                                          'overall_count': 35,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 31,
                                                                                         'overall_median_earnings': 39635,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 32}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 60,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 58,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '3_yr_bb_fed_comp': {'count': 51,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 51,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Special '
                                                                'Education and '
                                                                'Teaching.',
                                                       'unit_id': 100751},
                                                      {'code': '1310',
                                                       'counts': {'ipeds_awards1': 17,
                                                                  'ipeds_awards2': 16},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 45440,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 16,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 50880,
                                                                             'nonpell_median_earnings': 53019,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 28,
                                                                             'overall_median_earnings': 52129,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 30,
                                                                                                      'nonpell_count': 21,
                                                                                                      'overall_count': 32,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 23,
                                                                                         'overall_median_earnings': 45038,
                                                                                         'working_not_enrolled': {'overall_count': 23}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 33,
                                                                                         'overall_median_earnings': 45752,
                                                                                         'working_not_enrolled': {'overall_count': 34}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': 46693,
                                                                                         'nonpell_median_earnings': 47624,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': 30,
                                                                                                          'nonpell_count': 21,
                                                                                                          'overall_count': 31,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 30,
                                                                                         'overall_median_earnings': 47022,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 30}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 22,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 34,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '4_yr_bb_fed_comp': {'count': 34,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Special '
                                                                'Education and '
                                                                'Teaching.',
                                                       'unit_id': 100751},
                                                      {'code': '1310',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
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                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
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                                                                                                          'median_payment': None}},
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Special '
                                                                'Education and '
                                                                'Teaching.',
                                                       'unit_id': 100751},
                                                      {'code': '1310',
                                                       'counts': {'ipeds_awards1': 1,
                                                                  'ipeds_awards2': 1},
                                                       'credential': {'level': 8,
                                                                      'title': 'Graduate/Professional '
                                                                               'Certificate'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Special '
                                                                'Education and '
                                                                'Teaching.',
                                                       'unit_id': 100751},
                                                      {'code': '1311',
                                                       'counts': {'ipeds_awards1': 6,
                                                                  'ipeds_awards2': 4},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Student '
                                                                'Counseling '
                                                                'and Personnel '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '1311',
                                                       'counts': {'ipeds_awards1': 5,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Student '
                                                                'Counseling '
                                                                'and Personnel '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '1311',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 8,
                                                                      'title': 'Graduate/Professional '
                                                                               'Certificate'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Student '
                                                                'Counseling '
                                                                'and Personnel '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '1312',
                                                       'counts': {'ipeds_awards1': 144,
                                                                  'ipeds_awards2': 137},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 71771,
                                                                                                     'count': 49,
                                                                                                     'median': 55767,
                                                                                                     'median_payment': 663},
                                                                                        'eval_inst': {'average': 72685,
                                                                                                      'count': 48,
                                                                                                      'median': 63207,
                                                                                                      'median_payment': 752}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 31,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 31,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 76862,
                                                                                                      'count': 18,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': 79742,
                                                                                                       'count': 17,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 160,
                                                                                                         'median': 26875,
                                                                                                         'median_payment': 285},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 160,
                                                                                                          'median': 26125,
                                                                                                          'median_payment': 277}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 14,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 14,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 146,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 146,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 90,
                                                                                                              'median': 26000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 90,
                                                                                                               'median': 25297}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 70,
                                                                                                          'median': 28000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 70,
                                                                                                           'median': 27487}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': 41661,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 111,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 40858,
                                                                             'pell_median_earnings': 38883,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': 78,
                                                                                                      'overall_count': 137,
                                                                                                      'pell_count': 59}},
                                                                    '4_yr': {'male_median_earnings': 45232,
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                                                                             'not_working_not_enrolled': {'overall_count': 5},
                                                                             'overall_count_awarded_higher_credential': 18,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 100,
                                                                             'overall_median_earnings': 45312,
                                                                             'pell_median_earnings': 44657,
                                                                             'working_not_enrolled': {'male_count': 22,
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                                                                                                      'nonpell_count': 72,
                                                                                                      'overall_count': 149,
                                                                                                      'pell_count': 77}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': 37936,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 157,
                                                                                         'overall_median_earnings': 37898,
                                                                                         'working_not_enrolled': {'overall_count': 169}},
                                                                                '3_yr': {'male_median_earnings': 42436,
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                                                                                         'nonpell_median_earnings': 40616,
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                                                                                                          'nonpell_count': 75,
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                                                                                                          'pell_count': 76},
                                                                                         'overall_count_over_poverty_line': 138,
                                                                                         'overall_median_earnings': 39901,
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                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '<=0.10'},
                                                                     '2_yr_bb_fed_comp': {'count': 171,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
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                                                                                          'makingprogress': '0.30 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.10 '
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                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 186,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.30 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 186,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teacher '
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                                                                'Professional '
                                                                'Development, '
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                                                                'Levels and '
                                                                'Methods.',
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                                                      {'code': '1312',
                                                       'counts': {'ipeds_awards1': 39,
                                                                  'ipeds_awards2': 74},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': 33879,
                                                                                                          'count': 27,
                                                                                                          'median': 30750,
                                                                                                          'median_payment': 350}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 32436,
                                                                                                               'count': 13,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 35219,
                                                                                                           'count': 14,
                                                                                                           'median': None}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 49519,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 51206,
                                                                             'pell_median_earnings': 50882,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 21,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 33,
                                                                                                      'pell_count': 18}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 56535,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 24,
                                                                             'overall_median_earnings': 56933,
                                                                             'pell_median_earnings': 55051,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 27,
                                                                                                      'nonpell_count': None,
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                                                                                         'overall_count_over_poverty_line': 37,
                                                                                         'overall_median_earnings': 47455,
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                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': 52067,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 34,
                                                                                                          'pell_count': 19},
                                                                                         'overall_count_over_poverty_line': 31,
                                                                                         'overall_median_earnings': 51439,
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                                                                                          'noprogress': '0.40 '
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                                                                                          'default': None,
                                                                                          'deferment': None,
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                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': 33,
                                                                                          'default': None,
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                                                                                          'discharge': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teacher '
                                                                'Education and '
                                                                'Professional '
                                                                'Development, '
                                                                'Specific '
                                                                'Levels and '
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                                                      {'code': '1312',
                                                       'counts': {'ipeds_awards1': 8,
                                                                  'ipeds_awards2': 5},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
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                                                                                    'male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                       'distance': 1,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teacher '
                                                                'Education and '
                                                                'Professional '
                                                                'Development, '
                                                                'Specific '
                                                                'Levels and '
                                                                'Methods.',
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                                                      {'code': '1312',
                                                       'counts': {'ipeds_awards1': 9,
                                                                  'ipeds_awards2': 4},
                                                       'credential': {'level': 8,
                                                                      'title': 'Graduate/Professional '
                                                                               'Certificate'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
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                                                                                                          'count': None,
                                                                                                          'median': None,
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                                                                                    'male': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
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                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
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                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teacher '
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                                                                'Development, '
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                                                                'Methods.',
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                                                                  'ipeds_awards2': 248},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'median': 63950,
                                                                                                     'median_payment': 760},
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                                                                                'male': {'all_inst': {'average': 82973,
                                                                                                      'count': 33,
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                                                                                         'eval_inst': {'average': 82360,
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                                                                                'not_male': {'all_inst': {'average': 87122,
                                                                                                          'count': 59,
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                                                                                                           'count': 58,
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                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 47,
                                                                                                          'median': 87632},
                                                                                             'eval_inst': {'average': None,
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                                                                                                           'median': 87105}},
                                                                                'pell': {'all_inst': {'average': 69163,
                                                                                                      'count': 45,
                                                                                                      'median': 55772},
                                                                                         'eval_inst': {'average': 69784,
                                                                                                       'count': 43,
                                                                                                       'median': 55772}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 23242,
                                                                                                         'count': 266,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
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                                                                                                          'count': 262,
                                                                                                          'median': 23750,
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                                                                                    'male': {'all_inst': {'average': 22830,
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                                                                                             'eval_inst': {'average': 21405,
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                                                                                                           'median': 21000}},
                                                                                    'not_male': {'all_inst': {'average': 23507,
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                                                                                                              'median': 25070},
                                                                                                 'eval_inst': {'average': 22859,
                                                                                                               'count': 160,
                                                                                                               'median': 25000}},
                                                                                    'not_pell': {'all_inst': {'average': 20217,
                                                                                                              'count': 142,
                                                                                                              'median': 22543},
                                                                                                 'eval_inst': {'average': 19793,
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                                                                                                               'median': 21500}},
                                                                                    'pell': {'all_inst': {'average': 26707,
                                                                                                          'count': 124,
                                                                                                          'median': 27000},
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                                                                                                           'count': 121,
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                                                       'distance': 1,
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                                                                             'nonpell_median_earnings': 29138,
                                                                             'not_working_not_enrolled': {'overall_count': 5},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 72,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 31031,
                                                                             'pell_median_earnings': 31443,
                                                                             'working_not_enrolled': {'male_count': 76,
                                                                                                      'nonmale_count': 80,
                                                                                                      'nonpell_count': 78,
                                                                                                      'overall_count': 156,
                                                                                                      'pell_count': 77}},
                                                                    '4_yr': {'male_median_earnings': 49309,
                                                                             'nonmale_median_earnings': 44259,
                                                                             'nonpell_median_earnings': 49406,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': 43,
                                                                             'overall_count_more_than_HS_Grad': 119,
                                                                             'overall_count_working_in_institution_state': 80,
                                                                             'overall_median_earnings': 47390,
                                                                             'pell_median_earnings': 45970,
                                                                             'working_not_enrolled': {'male_count': 80,
                                                                                                      'nonmale_count': 76,
                                                                                                      'nonpell_count': 66,
                                                                                                      'overall_count': 156,
                                                                                                      'pell_count': 91}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 6},
                                                                                         'overall_count_over_poverty_line': 101,
                                                                                         'overall_median_earnings': 30061,
                                                                                         'working_not_enrolled': {'overall_count': 140}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 5},
                                                                                         'overall_count_over_poverty_line': 85,
                                                                                         'overall_median_earnings': 28816,
                                                                                         'working_not_enrolled': {'overall_count': 110}},
                                                                                '3_yr': {'male_median_earnings': 39103,
                                                                                         'nonmale_median_earnings': 36625,
                                                                                         'nonpell_median_earnings': 37961,
                                                                                         'not_enrolled': {'male_count': 70,
                                                                                                          'nonmale_count': 56,
                                                                                                          'nonpell_count': 48,
                                                                                                          'overall_count': 126,
                                                                                                          'pell_count': 78},
                                                                                         'overall_count_over_poverty_line': 93,
                                                                                         'overall_median_earnings': 38383,
                                                                                         'pell_median_earnings': 38372,
                                                                                         'working_not_enrolled': {'overall_count': 105}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 245,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.20 '
                                                                                                       '- '
                                                                                                       '0.24',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.45 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'makingprogress': '<=0.05',
                                                                                          'noprogress': '0.15 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 203,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.20 '
                                                                                                       '- '
                                                                                                       '0.24',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.15 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.24',
                                                                                          'noprogress': '0.25 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '3_yr_bb_fed_comp': {'count': 181,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '4_yr_bb_fed_comp': {'count': 181,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teacher '
                                                                'Education and '
                                                                'Professional '
                                                                'Development, '
                                                                'Specific '
                                                                'Subject '
                                                                'Areas.',
                                                       'unit_id': 100751},
                                                      {'code': '1313',
                                                       'counts': {'ipeds_awards1': 29,
                                                                  'ipeds_awards2': 21},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 50881,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 17,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 44647,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 17,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 24,
                                                                                         'overall_median_earnings': 38362,
                                                                                         'working_not_enrolled': {'overall_count': 27}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 16,
                                                                                         'overall_median_earnings': 34420,
                                                                                         'working_not_enrolled': {'overall_count': 20}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 18,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 16,
                                                                                         'overall_median_earnings': 38657,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 18}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 25,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '3_yr_bb_fed_comp': {'count': 25,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '4_yr_bb_fed_comp': {'count': 25,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teacher '
                                                                'Education and '
                                                                'Professional '
                                                                'Development, '
                                                                'Specific '
                                                                'Subject '
                                                                'Areas.',
                                                       'unit_id': 100751},
                                                      {'code': '1314',
                                                       'counts': {'ipeds_awards1': 7,
                                                                  'ipeds_awards2': 10},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Teaching '
                                                                'English or '
                                                                'French as a '
                                                                'Second or '
                                                                'Foreign '
                                                                'Language.',
                                                       'unit_id': 100751},
                                                      {'code': '1402',
                                                       'counts': {'ipeds_awards1': 64,
                                                                  'ipeds_awards2': 88},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 72482,
                                                                                                     'count': 20,
                                                                                                     'median': 45453,
                                                                                                     'median_payment': 540},
                                                                                        'eval_inst': {'average': 66290,
                                                                                                      'count': 18,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 24423,
                                                                                                         'count': 53,
                                                                                                         'median': 26787,
                                                                                                         'median_payment': 284},
                                                                                            'eval_inst': {'average': 23911,
                                                                                                          'count': 51,
                                                                                                          'median': 26787,
                                                                                                          'median_payment': 284}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': 22242,
                                                                                                              'count': 41,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 22450,
                                                                                                               'count': 39,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 12,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 12,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 64501,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 66687,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 67496,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': 38,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 36,
                                                                                                      'overall_count': 47,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': 79339,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 80428,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': 20,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 27,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 37,
                                                                                         'overall_median_earnings': 65199,
                                                                                         'working_not_enrolled': {'overall_count': 39}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': 69772,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': 20,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 27,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 17,
                                                                                         'overall_median_earnings': 71308,
                                                                                         'pell_median_earnings': None,
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                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.20 '
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                                                                                                            '0.39',
                                                                                          'noprogress': None},
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
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                                                                     '3_yr_bb_fed_comp': {'count': 20,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': 20,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Aerospace, '
                                                                'Aeronautical '
                                                                'and '
                                                                'Astronautical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1402',
                                                       'counts': {'ipeds_awards1': 15,
                                                                  'ipeds_awards2': 28},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 10,
                                                                                         'overall_median_earnings': 67164,
                                                                                         'working_not_enrolled': {'overall_count': 11}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Aerospace, '
                                                                'Aeronautical '
                                                                'and '
                                                                'Astronautical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1402',
                                                       'counts': {'ipeds_awards1': 2,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
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                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
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                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
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                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                       'distance': 2,
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                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Aerospace, '
                                                                'Aeronautical '
                                                                'and '
                                                                'Astronautical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1404',
                                                       'counts': {'ipeds_awards1': 11,
                                                                  'ipeds_awards2': 15},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Architectural '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1407',
                                                       'counts': {'ipeds_awards1': 206,
                                                                  'ipeds_awards2': 199},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 45997,
                                                                                                     'count': 24,
                                                                                                     'median': 28172,
                                                                                                     'median_payment': 335},
                                                                                        'eval_inst': {'average': 49483,
                                                                                                      'count': 22,
                                                                                                      'median': 34806,
                                                                                                      'median_payment': 414}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 21002,
                                                                                                         'count': 121,
                                                                                                         'median': 23003,
                                                                                                         'median_payment': 244},
                                                                                            'eval_inst': {'average': 20384,
                                                                                                          'count': 120,
                                                                                                          'median': 22625,
                                                                                                          'median_payment': 240}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 66,
                                                                                                          'median': 22875},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 66,
                                                                                                           'median': 22500}},
                                                                                    'not_male': {'all_inst': {'average': 21469,
                                                                                                              'count': 55,
                                                                                                              'median': 23970},
                                                                                                 'eval_inst': {'average': 21283,
                                                                                                               'count': 54,
                                                                                                               'median': 23610}},
                                                                                    'not_pell': {'all_inst': {'average': 19305,
                                                                                                              'count': 84,
                                                                                                              'median': 22000},
                                                                                                 'eval_inst': {'average': 19115,
                                                                                                               'count': 83,
                                                                                                               'median': 21500}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 37,
                                                                                                          'median': 25000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 37,
                                                                                                           'median': 24250}}}},
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                                                       'earnings': {'1_yr': {'male_median_earnings': 71751,
                                                                             'nonmale_median_earnings': 68598,
                                                                             'nonpell_median_earnings': 73259,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 99,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 70928,
                                                                             'pell_median_earnings': 69997,
                                                                             'working_not_enrolled': {'male_count': 67,
                                                                                                      'nonmale_count': 51,
                                                                                                      'nonpell_count': 73,
                                                                                                      'overall_count': 119,
                                                                                                      'pell_count': 45}},
                                                                    '4_yr': {'male_median_earnings': 86683,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 87869,
                                                                             'not_working_not_enrolled': {'overall_count': 5},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 86590,
                                                                             'pell_median_earnings': 87111,
                                                                             'working_not_enrolled': {'male_count': 40,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 31,
                                                                                                      'overall_count': 58,
                                                                                                      'pell_count': 26}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 4},
                                                                                         'overall_count_over_poverty_line': 88,
                                                                                         'overall_median_earnings': 65209,
                                                                                         'working_not_enrolled': {'overall_count': 94}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 5},
                                                                                         'overall_count_over_poverty_line': 51,
                                                                                         'overall_median_earnings': 67995,
                                                                                         'working_not_enrolled': {'overall_count': 57}},
                                                                                '3_yr': {'male_median_earnings': 78308,
                                                                                         'nonmale_median_earnings': 79602,
                                                                                         'nonpell_median_earnings': 75676,
                                                                                         'not_enrolled': {'male_count': 43,
                                                                                                          'nonmale_count': 17,
                                                                                                          'nonpell_count': 30,
                                                                                                          'overall_count': 60,
                                                                                                          'pell_count': 29},
                                                                                         'overall_count_over_poverty_line': 52,
                                                                                         'overall_median_earnings': 76372,
                                                                                         'pell_median_earnings': 78748,
                                                                                         'working_not_enrolled': {'overall_count': 56}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 110,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 85,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '<=0.20'},
                                                                     '3_yr_bb_fed_comp': {'count': 73,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 73,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Chemical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1407',
                                                       'counts': {'ipeds_awards1': 7,
                                                                  'ipeds_awards2': 10},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Chemical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
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                                                       'counts': {'ipeds_awards1': 4,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
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                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Chemical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1408',
                                                       'counts': {'ipeds_awards1': 131,
                                                                  'ipeds_awards2': 121},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 40994,
                                                                                                     'count': 29,
                                                                                                     'median': 25842,
                                                                                                     'median_payment': 307},
                                                                                        'eval_inst': {'average': 40991,
                                                                                                      'count': 27,
                                                                                                      'median': 25202,
                                                                                                      'median_payment': 300}},
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                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 38939,
                                                                                                          'count': 12,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 39661,
                                                                                                           'count': 11,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 42444,
                                                                                                      'count': 17,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': 41906,
                                                                                                       'count': 16,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 23264,
                                                                                                         'count': 105,
                                                                                                         'median': 25454,
                                                                                                         'median_payment': 270},
                                                                                            'eval_inst': {'average': 22930,
                                                                                                          'count': 104,
                                                                                                          'median': 25000,
                                                                                                          'median_payment': 265}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 80,
                                                                                                          'median': 26125},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 80,
                                                                                                           'median': 25997}},
                                                                                    'not_male': {'all_inst': {'average': 19178,
                                                                                                              'count': 25,
                                                                                                              'median': 20730},
                                                                                                 'eval_inst': {'average': 19748,
                                                                                                               'count': 24,
                                                                                                               'median': 21365}},
                                                                                    'not_pell': {'all_inst': {'average': 17916,
                                                                                                              'count': 56,
                                                                                                              'median': 18562},
                                                                                                 'eval_inst': {'average': 17980,
                                                                                                               'count': 55,
                                                                                                               'median': 18625}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 49,
                                                                                                          'median': 28984},
                                                                                             'eval_inst': {'average': None,
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                                                                                                           'median': 28164}}}},
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                                                       'earnings': {'1_yr': {'male_median_earnings': 65959,
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                                                                             'nonpell_median_earnings': 70113,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 65921,
                                                                             'pell_median_earnings': 61655,
                                                                             'working_not_enrolled': {'male_count': 84,
                                                                                                      'nonmale_count': 32,
                                                                                                      'nonpell_count': 59,
                                                                                                      'overall_count': 116,
                                                                                                      'pell_count': 56}},
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                                                                             'nonpell_median_earnings': 79565,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 45,
                                                                             'overall_median_earnings': 78604,
                                                                             'pell_median_earnings': 76121,
                                                                             'working_not_enrolled': {'male_count': 76,
                                                                                                      'nonmale_count': 24,
                                                                                                      'nonpell_count': 43,
                                                                                                      'overall_count': 99,
                                                                                                      'pell_count': 56}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 109,
                                                                                         'overall_median_earnings': 61525,
                                                                                         'working_not_enrolled': {'overall_count': 109}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 87,
                                                                                         'overall_median_earnings': 58402,
                                                                                         'working_not_enrolled': {'overall_count': 92}},
                                                                                '3_yr': {'male_median_earnings': 68657,
                                                                                         'nonmale_median_earnings': 60565,
                                                                                         'nonpell_median_earnings': 68646,
                                                                                         'not_enrolled': {'male_count': 78,
                                                                                                          'nonmale_count': 24,
                                                                                                          'nonpell_count': 47,
                                                                                                          'overall_count': 103,
                                                                                                          'pell_count': 56},
                                                                                         'overall_count_over_poverty_line': 88,
                                                                                         'overall_median_earnings': 66484,
                                                                                         'pell_median_earnings': 63556,
                                                                                         'working_not_enrolled': {'overall_count': 90}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 94,
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                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.79',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 116,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.29',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 86,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 86,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Civil '
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                                                      {'code': '1408',
                                                       'counts': {'ipeds_awards1': 21,
                                                                  'ipeds_awards2': 23},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
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                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'not_working_not_enrolled': {'overall_count': None},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 82313,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 83540,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 17,
                                                                                                      'overall_count': 20,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 15,
                                                                                         'overall_median_earnings': 64493,
                                                                                         'working_not_enrolled': {'overall_count': 15}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Civil '
                                                                'Engineering.',
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                                                       'counts': {'ipeds_awards1': 4,
                                                                  'ipeds_awards2': 6},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                                                      'median': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
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                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                           'count': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Civil '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1409',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 17},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Computer '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1410',
                                                       'counts': {'ipeds_awards1': 100,
                                                                  'ipeds_awards2': 86},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': 15,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': 15,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 23386,
                                                                                                         'count': 62,
                                                                                                         'median': 23821,
                                                                                                         'median_payment': 253},
                                                                                            'eval_inst': {'average': 23154,
                                                                                                          'count': 61,
                                                                                                          'median': 23787,
                                                                                                          'median_payment': 252}},
                                                                                    'male': {'all_inst': {'average': 23102,
                                                                                                          'count': 51,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 22924,
                                                                                                           'count': 50,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 11,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 11,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 32,
                                                                                                              'median': 23583},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 32,
                                                                                                               'median': 22940}},
                                                                                    'pell': {'all_inst': {'average': 26798,
                                                                                                          'count': 30,
                                                                                                          'median': 25871},
                                                                                             'eval_inst': {'average': 26618,
                                                                                                           'count': 29,
                                                                                                           'median': 25000}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 72529,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 75370,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 72778,
                                                                             'pell_median_earnings': 70267,
                                                                             'working_not_enrolled': {'male_count': 53,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 26,
                                                                                                      'overall_count': 63,
                                                                                                      'pell_count': 37}},
                                                                    '4_yr': {'male_median_earnings': 96288,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 98531,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 96527,
                                                                             'pell_median_earnings': 96868,
                                                                             'working_not_enrolled': {'male_count': 38,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 27,
                                                                                                      'overall_count': 50,
                                                                                                      'pell_count': 23}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 61,
                                                                                         'overall_median_earnings': 65725,
                                                                                         'working_not_enrolled': {'overall_count': 61}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 48,
                                                                                         'overall_median_earnings': 75832,
                                                                                         'working_not_enrolled': {'overall_count': 48}},
                                                                                '3_yr': {'male_median_earnings': 83389,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': 85837,
                                                                                         'not_enrolled': {'male_count': 40,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': 28,
                                                                                                          'overall_count': 52,
                                                                                                          'pell_count': 24},
                                                                                         'overall_count_over_poverty_line': 50,
                                                                                         'overall_median_earnings': 82831,
                                                                                         'pell_median_earnings': 79243,
                                                                                         'working_not_enrolled': {'overall_count': 50}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 53,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 53,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '<=0.20'},
                                                                     '3_yr_bb_fed_comp': {'count': 53,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 53,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Electrical, '
                                                                'Electronics '
                                                                'and '
                                                                'Communications '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1410',
                                                       'counts': {'ipeds_awards1': 4,
                                                                  'ipeds_awards2': 10},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                'Communications '
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                                                                      'title': 'Doctoral '
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                          'Alabama',
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                                                                'and '
                                                                'Communications '
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                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'pell_count': None}},
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                                                                                          'forbearance': None,
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                                                                      'title': "Master's "
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'overall_median_earnings': None,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
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                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
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                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Materials '
                                                                'Engineering',
                                                       'unit_id': 100751},
                                                      {'code': '1419',
                                                       'counts': {'ipeds_awards1': 342,
                                                                  'ipeds_awards2': 407},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 50653,
                                                                                                     'count': 51,
                                                                                                     'median': 25410,
                                                                                                     'median_payment': 302},
                                                                                        'eval_inst': {'average': 53300,
                                                                                                      'count': 47,
                                                                                                      'median': 27843,
                                                                                                      'median_payment': 331}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 51227,
                                                                                                          'count': 29,
                                                                                                          'median': 27843},
                                                                                             'eval_inst': {'average': 53337,
                                                                                                           'count': 27,
                                                                                                           'median': 34367}},
                                                                                'pell': {'all_inst': {'average': 49898,
                                                                                                      'count': 22,
                                                                                                      'median': 21956},
                                                                                         'eval_inst': {'average': 53250,
                                                                                                       'count': 20,
                                                                                                       'median': 24347}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 24479,
                                                                                                         'count': 256,
                                                                                                         'median': 24755,
                                                                                                         'median_payment': 262},
                                                                                            'eval_inst': {'average': 22186,
                                                                                                          'count': 240,
                                                                                                          'median': 24015,
                                                                                                          'median_payment': 255}},
                                                                                    'male': {'all_inst': {'average': 24588,
                                                                                                          'count': 207,
                                                                                                          'median': 25250},
                                                                                             'eval_inst': {'average': 22625,
                                                                                                           'count': 193,
                                                                                                           'median': 24510}},
                                                                                    'not_male': {'all_inst': {'average': 24017,
                                                                                                              'count': 49,
                                                                                                              'median': 23708},
                                                                                                 'eval_inst': {'average': 20379,
                                                                                                               'count': 47,
                                                                                                               'median': 21750}},
                                                                                    'not_pell': {'all_inst': {'average': 20099,
                                                                                                              'count': 144,
                                                                                                              'median': 20456},
                                                                                                 'eval_inst': {'average': 19630,
                                                                                                               'count': 135,
                                                                                                               'median': 20500}},
                                                                                    'pell': {'all_inst': {'average': 30110,
                                                                                                          'count': 112,
                                                                                                          'median': 29000},
                                                                                             'eval_inst': {'average': 25472,
                                                                                                           'count': 105,
                                                                                                           'median': 25530}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': 70119,
                                                                             'nonmale_median_earnings': 71807,
                                                                             'nonpell_median_earnings': 70383,
                                                                             'not_working_not_enrolled': {'overall_count': 7},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 70428,
                                                                             'pell_median_earnings': 71600,
                                                                             'working_not_enrolled': {'male_count': 197,
                                                                                                      'nonmale_count': 38,
                                                                                                      'nonpell_count': 113,
                                                                                                      'overall_count': 235,
                                                                                                      'pell_count': 122}},
                                                                    '4_yr': {'male_median_earnings': 82719,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 83756,
                                                                             'not_working_not_enrolled': {'overall_count': 6},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 65,
                                                                             'overall_median_earnings': 83433,
                                                                             'pell_median_earnings': 83906,
                                                                             'working_not_enrolled': {'male_count': 97,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 46,
                                                                                                      'overall_count': 112,
                                                                                                      'pell_count': 65}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 193,
                                                                                         'overall_median_earnings': 65760,
                                                                                         'working_not_enrolled': {'overall_count': 198}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 109,
                                                                                         'overall_median_earnings': 65281,
                                                                                         'working_not_enrolled': {'overall_count': 115}},
                                                                                '3_yr': {'male_median_earnings': 75637,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': 75924,
                                                                                         'not_enrolled': {'male_count': 100,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': 48,
                                                                                                          'overall_count': 115,
                                                                                                          'pell_count': 67},
                                                                                         'overall_count_over_poverty_line': 109,
                                                                                         'overall_median_earnings': 76647,
                                                                                         'pell_median_earnings': 73493,
                                                                                         'working_not_enrolled': {'overall_count': 112}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': '<=0.05',
                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.54',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.14',
                                                                                          'makingprogress': '0.15 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.14'},
                                                                     '2_yr_bb_fed_comp': {'count': 166,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
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                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.10 '
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                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 129,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.50 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 129,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.29',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Mechanical '
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                                                       'unit_id': 100751},
                                                      {'code': '1419',
                                                       'counts': {'ipeds_awards1': 20,
                                                                  'ipeds_awards2': 30},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Mechanical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1419',
                                                       'counts': {'ipeds_awards1': 7,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Mechanical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1420',
                                                       'counts': {'ipeds_awards1': 22,
                                                                  'ipeds_awards2': 11},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 12,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 12,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 14,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Metallurgical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1420',
                                                       'counts': {'ipeds_awards1': 4,
                                                                  'ipeds_awards2': 5},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Metallurgical '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1433',
                                                       'counts': {'ipeds_awards1': 19,
                                                                  'ipeds_awards2': 13},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 12,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                       'distance': 1,
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 70150,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 18,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
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                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                         'overall_median_earnings': 76460,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                                          'delinquent': None,
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                                                                                          'default': None,
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                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': 14,
                                                                                          'default': None,
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                                                                                          'discharge': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Construction '
                                                                'Engineering.',
                                                       'unit_id': 100751},
                                                      {'code': '1601',
                                                       'counts': {'ipeds_awards1': 40,
                                                                  'ipeds_awards2': 33},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
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                                                                                          'delinquent': None,
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                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Linguistic, '
                                                                'Comparative, '
                                                                'and Related '
                                                                'Language '
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                                                                'Services.',
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                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
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                                                                                                     'median': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
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                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
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                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Germanic '
                                                                'Languages, '
                                                                'Literatures, '
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                                                                  'ipeds_awards2': 8},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
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                                                                                                     'count': None,
                                                                                                     'median': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
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                                                                                          'makingprogress': None,
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                                                                                          'default': None,
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                                                                                          'delinquent': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Germanic '
                                                                'Languages, '
                                                                'Literatures, '
                                                                'and '
                                                                'Linguistics.',
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                                                       'counts': {'ipeds_awards1': 50,
                                                                  'ipeds_awards2': 67},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 10,
                                                                                                          'median': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 12,
                                                                                          'default': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                                          'makingprogress': None,
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                                                                                          'delinquent': None,
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                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Romance '
                                                                'Languages, '
                                                                'Literatures, '
                                                                'and '
                                                                'Linguistics.',
                                                       'unit_id': 100751},
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                                                       'counts': {'ipeds_awards1': 4,
                                                                  'ipeds_awards2': 4},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
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                                                                                                     'count': None,
                                                                                                     'median': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'pell_count': None},
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                                                                                         'overall_median_earnings': None,
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                                                                                          'makingprogress': None,
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                                                                'Literatures, '
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                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'pell_count': None}},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
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                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Romance '
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                                                                'Literatures, '
                                                                'and '
                                                                'Linguistics.',
                                                       'unit_id': 100751},
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                                                                  'ipeds_awards2': 147},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 55115,
                                                                                                     'count': 50,
                                                                                                     'median': 34730,
                                                                                                     'median_payment': 413},
                                                                                        'eval_inst': {'average': 63749,
                                                                                                      'count': 40,
                                                                                                      'median': 40643,
                                                                                                      'median_payment': 483}},
                                                                                'male': {'all_inst': {'average': 47700,
                                                                                                      'count': 10,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': 56969,
                                                                                                          'count': 40,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 82069,
                                                                                                          'count': 17,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 85295,
                                                                                                           'count': 16,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 41230,
                                                                                                      'count': 33,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': 49386,
                                                                                                       'count': 24,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 27973,
                                                                                                         'count': 172,
                                                                                                         'median': 25125,
                                                                                                         'median_payment': 266},
                                                                                            'eval_inst': {'average': 22556,
                                                                                                          'count': 164,
                                                                                                          'median': 22497,
                                                                                                          'median_payment': 239}},
                                                                                    'male': {'all_inst': {'average': 22985,
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                                                                                             'eval_inst': {'average': 18698,
                                                                                                           'count': 40,
                                                                                                           'median': 16500}},
                                                                                    'not_male': {'all_inst': {'average': 29636,
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                                                                                                              'median': 27000},
                                                                                                 'eval_inst': {'average': 23801,
                                                                                                               'count': 124,
                                                                                                               'median': 22924}},
                                                                                    'not_pell': {'all_inst': {'average': 18054,
                                                                                                              'count': 60,
                                                                                                              'median': 18000},
                                                                                                 'eval_inst': {'average': 17365,
                                                                                                               'count': 54,
                                                                                                               'median': 17750}},
                                                                                    'pell': {'all_inst': {'average': 33287,
                                                                                                          'count': 112,
                                                                                                          'median': 31000},
                                                                                             'eval_inst': {'average': 25105,
                                                                                                           'count': 110,
                                                                                                           'median': 24750}}}},
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                                                       'earnings': {'1_yr': {'male_median_earnings': 42507,
                                                                             'nonmale_median_earnings': 32606,
                                                                             'nonpell_median_earnings': 40972,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 77,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 34370,
                                                                             'pell_median_earnings': 32133,
                                                                             'working_not_enrolled': {'male_count': 43,
                                                                                                      'nonmale_count': 101,
                                                                                                      'nonpell_count': 51,
                                                                                                      'overall_count': 144,
                                                                                                      'pell_count': 94}},
                                                                    '4_yr': {'male_median_earnings': 40856,
                                                                             'nonmale_median_earnings': 41740,
                                                                             'nonpell_median_earnings': 51316,
                                                                             'not_working_not_enrolled': {'overall_count': 14},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 69,
                                                                             'overall_count_working_in_institution_state': 51,
                                                                             'overall_median_earnings': 41357,
                                                                             'pell_median_earnings': 36515,
                                                                             'working_not_enrolled': {'male_count': 31,
                                                                                                      'nonmale_count': 68,
                                                                                                      'nonpell_count': 25,
                                                                                                      'overall_count': 99,
                                                                                                      'pell_count': 74}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 9},
                                                                                         'overall_count_over_poverty_line': 83,
                                                                                         'overall_median_earnings': 31951,
                                                                                         'working_not_enrolled': {'overall_count': 117}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 11},
                                                                                         'overall_count_over_poverty_line': 82,
                                                                                         'overall_median_earnings': 30554,
                                                                                         'working_not_enrolled': {'overall_count': 101}},
                                                                                '3_yr': {'male_median_earnings': 36110,
                                                                                         'nonmale_median_earnings': 33636,
                                                                                         'nonpell_median_earnings': 42121,
                                                                                         'not_enrolled': {'male_count': 31,
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                                                                                                          'nonpell_count': 23,
                                                                                                          'overall_count': 107,
                                                                                                          'pell_count': 84},
                                                                                         'overall_count_over_poverty_line': 70,
                                                                                         'overall_median_earnings': 33812,
                                                                                         'pell_median_earnings': 32666,
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                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.69',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '<=0.10',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 115,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.29',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '3_yr_bb_fed_comp': {'count': 106,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.29',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.30 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '4_yr_bb_fed_comp': {'count': 106,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '<=0.10',
                                                                                          'noprogress': '0.10 '
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                                                                                                        '0.19'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Family and '
                                                                'Consumer '
                                                                'Sciences/Human '
                                                                'Sciences, '
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                                                                  'ipeds_awards2': 193},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': 29820,
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                                                                                                          'median': 29627,
                                                                                                          'median_payment': 337}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                                                                           'count': 34,
                                                                                                           'median': 24927}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                               'count': 56,
                                                                                                               'median': 30750}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': 31648,
                                                                                                               'count': 38,
                                                                                                               'median': 30437}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 28484,
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                                                       'earnings': {'1_yr': {'male_median_earnings': 54394,
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                                                                             'nonpell_median_earnings': 47973,
                                                                             'not_working_not_enrolled': {'overall_count': 6},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 105,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 48563,
                                                                             'pell_median_earnings': 48741,
                                                                             'working_not_enrolled': {'male_count': 57,
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                                                                                                      'nonpell_count': 66,
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                                                                                                      'pell_count': 78}},
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                                                                             'nonpell_median_earnings': 58173,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'overall_median_earnings': 57655,
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                                                                                                      'nonpell_count': 56,
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                                                                                         'overall_median_earnings': 47338,
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                                                                                         'overall_median_earnings': 47427,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': 54306,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': 58,
                                                                                                          'overall_count': 110,
                                                                                                          'pell_count': 52},
                                                                                         'overall_count_over_poverty_line': 97,
                                                                                         'overall_median_earnings': 52715,
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                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.69',
                                                                                          'fullypaid': '<=0.10',
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                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
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                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
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                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
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                                                                                          'default': '<=0.20',
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                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '4_yr_bb_fed_comp': {'count': 82,
                                                                                          'default': '<=0.20',
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                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Family and '
                                                                'Consumer '
                                                                'Sciences/Human '
                                                                'Sciences, '
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                                                                      'title': "Bachelor's "
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 23700,
                                                                                                         'count': 60,
                                                                                                         'median': 23750,
                                                                                                         'median_payment': 252},
                                                                                            'eval_inst': {'average': 22306,
                                                                                                          'count': 55,
                                                                                                          'median': 22477,
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                                                                                    'male': {'all_inst': {'average': 24538,
                                                                                                          'count': 37,
                                                                                                          'median': 25000},
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                                                                                                              'median': 22500},
                                                                                                 'eval_inst': {'average': 21876,
                                                                                                               'count': 20,
                                                                                                               'median': 23747}},
                                                                                    'not_pell': {'all_inst': {'average': 19410,
                                                                                                              'count': 29,
                                                                                                              'median': 22250},
                                                                                                 'eval_inst': {'average': 18505,
                                                                                                               'count': 28,
                                                                                                               'median': 21000}},
                                                                                    'pell': {'all_inst': {'average': 27713,
                                                                                                          'count': 31,
                                                                                                          'median': 28000},
                                                                                             'eval_inst': {'average': 26248,
                                                                                                           'count': 27,
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                                                       'earnings': {'1_yr': {'male_median_earnings': 42202,
                                                                             'nonmale_median_earnings': 42077,
                                                                             'nonpell_median_earnings': 43290,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 42,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 42032,
                                                                             'pell_median_earnings': 36932,
                                                                             'working_not_enrolled': {'male_count': 37,
                                                                                                      'nonmale_count': 24,
                                                                                                      'nonpell_count': 25,
                                                                                                      'overall_count': 62,
                                                                                                      'pell_count': 37}},
                                                                    '4_yr': {'male_median_earnings': 51162,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 56413,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 18,
                                                                             'overall_median_earnings': 50044,
                                                                             'pell_median_earnings': 46943,
                                                                             'working_not_enrolled': {'male_count': 29,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 17,
                                                                                                      'overall_count': 42,
                                                                                                      'pell_count': 25}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 4},
                                                                                         'overall_count_over_poverty_line': 65,
                                                                                         'overall_median_earnings': 39629,
                                                                                         'working_not_enrolled': {'overall_count': 80}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 36,
                                                                                         'overall_median_earnings': 40896,
                                                                                         'working_not_enrolled': {'overall_count': 40}},
                                                                                '3_yr': {'male_median_earnings': 47963,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': 50092,
                                                                                         'not_enrolled': {'male_count': 33,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': 18,
                                                                                                          'overall_count': 45,
                                                                                                          'pell_count': 28},
                                                                                         'overall_count_over_poverty_line': 37,
                                                                                         'overall_median_earnings': 45224,
                                                                                         'pell_median_earnings': 40847,
                                                                                         'working_not_enrolled': {'overall_count': 43}}}},
                                                       'ope6_id': '001051',
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                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '2_yr_bb_fed_comp': {'count': 60,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '3_yr_bb_fed_comp': {'count': 45,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 45,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Family and '
                                                                'Consumer '
                                                                'Economics and '
                                                                'Related '
                                                                'Studies.',
                                                       'unit_id': 100751},
                                                      {'code': '1904',
                                                       'counts': {'ipeds_awards1': 1,
                                                                  'ipeds_awards2': 12},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Family and '
                                                                'Consumer '
                                                                'Economics and '
                                                                'Related '
                                                                'Studies.',
                                                       'unit_id': 100751},
                                                      {'code': '1905',
                                                       'counts': {'ipeds_awards1': 142,
                                                                  'ipeds_awards2': 160},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 44163,
                                                                                                     'count': 29,
                                                                                                     'median': 23762,
                                                                                                     'median_payment': 283},
                                                                                        'eval_inst': {'average': 71660,
                                                                                                      'count': 11,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 64745,
                                                                                                          'count': 14,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 24953,
                                                                                                      'count': 15,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 28592,
                                                                                                         'count': 144,
                                                                                                         'median': 27000,
                                                                                                         'median_payment': 286},
                                                                                            'eval_inst': {'average': 22454,
                                                                                                          'count': 128,
                                                                                                          'median': 23719,
                                                                                                          'median_payment': 251}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 17,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 17,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': 28706,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 23114,
                                                                                                               'count': 111,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': 25557,
                                                                                                              'count': 52,
                                                                                                              'median': 24683},
                                                                                                 'eval_inst': {'average': 20662,
                                                                                                               'count': 44,
                                                                                                               'median': 19563}},
                                                                                    'pell': {'all_inst': {'average': 30308,
                                                                                                          'count': 92,
                                                                                                          'median': 28150},
                                                                                             'eval_inst': {'average': 23393,
                                                                                                           'count': 84,
                                                                                                           'median': 25000}}}},
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                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': 34588,
                                                                             'not_working_not_enrolled': {'overall_count': 16},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 47,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 32587,
                                                                             'pell_median_earnings': 31831,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': 34,
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                                                                                                      'pell_count': 60}},
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                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 10},
                                                                                         'overall_count_over_poverty_line': 46,
                                                                                         'overall_median_earnings': 28610,
                                                                                         'working_not_enrolled': {'overall_count': 68}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'deferment': '<=0.20',
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                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
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                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 52,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Foods, '
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                                                                'and Related '
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                                                      {'code': '1905',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': 22186,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': 48107,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 51154,
                                                                             'pell_median_earnings': 54466,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 53,
                                                                                                      'nonpell_count': 33,
                                                                                                      'overall_count': 53,
                                                                                                      'pell_count': 19}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 22,
                                                                                         'overall_median_earnings': 43209,
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                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Foods, '
                                                                'Nutrition, '
                                                                'and Related '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '1905',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Foods, '
                                                                'Nutrition, '
                                                                'and Related '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '1907',
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                                                                  'ipeds_awards2': 127},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 81695,
                                                                                                     'count': 41,
                                                                                                     'median': 68293,
                                                                                                     'median_payment': 812},
                                                                                        'eval_inst': {'average': 83505,
                                                                                                      'count': 39,
                                                                                                      'median': 78706,
                                                                                                      'median_payment': 936}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 103242,
                                                                                                          'count': 22,
                                                                                                          'median': 104282},
                                                                                             'eval_inst': {'average': 104072,
                                                                                                           'count': 21,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 56746,
                                                                                                      'count': 19,
                                                                                                      'median': 39839},
                                                                                         'eval_inst': {'average': 59509,
                                                                                                       'count': 18,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 140,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 140,
                                                                                                          'median': 24125,
                                                                                                          'median_payment': 256}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 54,
                                                                                                              'median': 22125},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 54,
                                                                                                               'median': 20250}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 86,
                                                                                                          'median': 26500},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 86,
                                                                                                           'median': 25000}}}},
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                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': 29055,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 42,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 27942,
                                                                             'pell_median_earnings': 27590,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'overall_count': 121,
                                                                                                      'pell_count': 83}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 39525,
                                                                             'nonpell_median_earnings': 42466,
                                                                             'not_working_not_enrolled': {'overall_count': 7},
                                                                             'overall_count_awarded_higher_credential': 20,
                                                                             'overall_count_more_than_HS_Grad': 90,
                                                                             'overall_count_working_in_institution_state': 72,
                                                                             'overall_median_earnings': 39482,
                                                                             'pell_median_earnings': 37876,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'pell_count': 87}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 3},
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                                                                                         'overall_median_earnings': 28565,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 100,
                                                                                         'overall_median_earnings': 29113,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': 34670,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': 44,
                                                                                                          'overall_count': 126,
                                                                                                          'pell_count': 82},
                                                                                         'overall_count_over_poverty_line': 93,
                                                                                         'overall_median_earnings': 32890,
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                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '<=0.10',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 171,
                                                                                          'default': '<=0.10',
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                                                                                                       '- '
                                                                                                       '0.29',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
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                                                                                                            '0.29',
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                                                                                                        '0.29'},
                                                                     '3_yr_bb_fed_comp': {'count': 174,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.29',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '4_yr_bb_fed_comp': {'count': 174,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Human '
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                                                                'Family '
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                                                                'Related '
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                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 7},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
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                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median': None,
                                                                                                         'median_payment': None},
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                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                                                          'makingprogress': None,
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                                                                          'University '
                                                                          'of '
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                                                                'Family '
                                                                'Studies, and '
                                                                'Related '
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                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'median': 54830,
                                                                                                     'median_payment': 652},
                                                                                        'eval_inst': {'average': 90274,
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                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 22813,
                                                                                                         'count': 46,
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                                                                                            'eval_inst': {'average': 22855,
                                                                                                          'count': 44,
                                                                                                          'median': 25000,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': 19464,
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                                                                                                 'eval_inst': {'average': 20650,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 3},
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                                                                             'overall_count_more_than_HS_Grad': 22,
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                                                                                                          'pell_count': 30},
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                                                                                          'discharge': None,
                                                                                          'forbearance': '0.60 '
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                                                                                                         '0.79',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 48,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
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                                                                                                            '0.39',
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                                                                                                            '0.59',
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                                                                                                         '0.79',
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                                                       'credential': {'level': 7,
                                                                      'title': 'First '
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                            '0.29',
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                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
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                                                                                                       '0.19',
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                                                                                                            '0.29',
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                                                                                                     'median': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                         'nonpell_median_earnings': 93999,
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                                                                                         'overall_count_over_poverty_line': 27,
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                                                                          'Alabama',
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                                                                  'ipeds_awards2': 4},
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                                                                      'title': 'Doctoral '
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                             'not_working_not_enrolled': {'overall_count': None},
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                         'overall_count_over_poverty_line': None,
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                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                      'title': "Bachelor's "
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                                                                                                     'median': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                                                       '- '
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 83,
                                                                             'overall_count_working_in_institution_state': 42,
                                                                             'overall_median_earnings': 48114,
                                                                             'pell_median_earnings': 47970,
                                                                             'working_not_enrolled': {'male_count': 19,
                                                                                                      'nonmale_count': 82,
                                                                                                      'nonpell_count': 49,
                                                                                                      'overall_count': 100,
                                                                                                      'pell_count': 51}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 3},
                                                                                         'overall_count_over_poverty_line': 89,
                                                                                         'overall_median_earnings': 41118,
                                                                                         'working_not_enrolled': {'overall_count': 95}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 7},
                                                                                         'overall_count_over_poverty_line': 90,
                                                                                         'overall_median_earnings': 41136,
                                                                                         'working_not_enrolled': {'overall_count': 98}},
                                                                                '3_yr': {'male_median_earnings': 46619,
                                                                                         'nonmale_median_earnings': 42595,
                                                                                         'nonpell_median_earnings': 45023,
                                                                                         'not_enrolled': {'male_count': 20,
                                                                                                          'nonmale_count': 84,
                                                                                                          'nonpell_count': 51,
                                                                                                          'overall_count': 104,
                                                                                                          'pell_count': 53},
                                                                                         'overall_count_over_poverty_line': 91,
                                                                                         'overall_median_earnings': 43370,
                                                                                         'pell_median_earnings': 42633,
                                                                                         'working_not_enrolled': {'overall_count': 100}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '2_yr_bb_fed_comp': {'count': 82,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '3_yr_bb_fed_comp': {'count': 92,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '4_yr_bb_fed_comp': {'count': 92,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Library '
                                                                'Science and '
                                                                'Administration.',
                                                       'unit_id': 100751},
                                                      {'code': '2601',
                                                       'counts': {'ipeds_awards1': 205,
                                                                  'ipeds_awards2': 257},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': 51,
                                                                                                     'median': 44866,
                                                                                                     'median_payment': 534},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': 51,
                                                                                                      'median': 44866,
                                                                                                      'median_payment': 534}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': 11,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': 11,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': 40,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 40,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 33,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 33,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': 18,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': 18,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 152,
                                                                                                         'median': 24412,
                                                                                                         'median_payment': 259},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 152,
                                                                                                          'median': 23905,
                                                                                                          'median_payment': 253}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 47,
                                                                                                          'median': 24250},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 47,
                                                                                                           'median': 24250}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 105,
                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 105,
                                                                                                               'median': 23561}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 104,
                                                                                                              'median': 23250},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 104,
                                                                                                               'median': 23250}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 48,
                                                                                                          'median': 26000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 48,
                                                                                                           'median': 26000}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 28043,
                                                                             'nonpell_median_earnings': 20352,
                                                                             'not_working_not_enrolled': {'overall_count': 7},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 29,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 26183,
                                                                             'pell_median_earnings': 30880,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 46,
                                                                                                      'nonpell_count': 49,
                                                                                                      'overall_count': 71,
                                                                                                      'pell_count': 22}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': 34504,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': 20,
                                                                             'overall_count_more_than_HS_Grad': 36,
                                                                             'overall_count_working_in_institution_state': 17,
                                                                             'overall_median_earnings': 42650,
                                                                             'pell_median_earnings': 53398,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 28,
                                                                                                      'overall_count': 58,
                                                                                                      'pell_count': 30}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 6},
                                                                                         'overall_count_over_poverty_line': 49,
                                                                                         'overall_median_earnings': 25063,
                                                                                         'working_not_enrolled': {'overall_count': 75}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 8},
                                                                                         'overall_count_over_poverty_line': 38,
                                                                                         'overall_median_earnings': 24267,
                                                                                         'working_not_enrolled': {'overall_count': 56}},
                                                                                '3_yr': {'male_median_earnings': 39391,
                                                                                         'nonmale_median_earnings': 39367,
                                                                                         'nonpell_median_earnings': 35502,
                                                                                         'not_enrolled': {'male_count': 25,
                                                                                                          'nonmale_count': 29,
                                                                                                          'nonpell_count': 24,
                                                                                                          'overall_count': 53,
                                                                                                          'pell_count': 29},
                                                                                         'overall_count_over_poverty_line': 35,
                                                                                         'overall_median_earnings': 37248,
                                                                                         'pell_median_earnings': 40826,
                                                                                         'working_not_enrolled': {'overall_count': 41}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 121,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.30 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.30 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '<=0.10',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 114,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.30 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'delinquent': '<=0.10',
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                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 102,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.30 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 102,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '0.30 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.30 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '<=0.10',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Biology, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '2601',
                                                       'counts': {'ipeds_awards1': 10,
                                                                  'ipeds_awards2': 13},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Biology, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '2601',
                                                       'counts': {'ipeds_awards1': 6,
                                                                  'ipeds_awards2': 2},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
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                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                                                                           'count': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Biology, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '2605',
                                                       'counts': {'ipeds_awards1': 9,
                                                                  'ipeds_awards2': 20},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 11,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 11,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Microbiological '
                                                                'Sciences and '
                                                                'Immunology.',
                                                       'unit_id': 100751},
                                                      {'code': '2613',
                                                       'counts': {'ipeds_awards1': 13,
                                                                  'ipeds_awards2': 19},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 18,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 18,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 19,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 12,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Ecology, '
                                                                'Evolution, '
                                                                'Systematics, '
                                                                'and '
                                                                'Population '
                                                                'Biology.',
                                                       'unit_id': 100751},
                                                      {'code': '2613',
                                                       'counts': {'ipeds_awards1': 1,
                                                                  'ipeds_awards2': 1},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                          'Alabama',
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                         '- '
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                          'delinquent': None,
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                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Multi-/Interdisciplinary '
                                                                'Studies, '
                                                                'General.',
                                                       'unit_id': 100751},
                                                      {'code': '3020',
                                                       'counts': {'ipeds_awards1': None,
                                                                  'ipeds_awards2': None},
                                                       'credential': {'level': 1,
                                                                      'title': 'Undergraduate '
                                                                               'Certificate '
                                                                               'or '
                                                                               'Diploma'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 0,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'International/Global '
                                                                'Studies.',
                                                       'unit_id': 100751},
                                                      {'code': '3105',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Health and '
                                                                'Physical '
                                                                'Education/Fitness.',
                                                       'unit_id': 100751},
                                                      {'code': '3105',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Health and '
                                                                'Physical '
                                                                'Education/Fitness.',
                                                       'unit_id': 100751},
                                                      {'code': '3105',
                                                       'counts': {'ipeds_awards1': 8,
                                                                  'ipeds_awards2': 7},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Health and '
                                                                'Physical '
                                                                'Education/Fitness.',
                                                       'unit_id': 100751},
                                                      {'code': '3801',
                                                       'counts': {'ipeds_awards1': 18,
                                                                  'ipeds_awards2': 20},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median': None,
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                                                                                    'male': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 8,
                                                                                         'overall_median_earnings': 33993,
                                                                                         'working_not_enrolled': {'overall_count': 11}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 12,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 12,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Philosophy.',
                                                       'unit_id': 100751},
                                                      {'code': '3802',
                                                       'counts': {'ipeds_awards1': 7,
                                                                  'ipeds_awards2': 5},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Religion/Religious '
                                                                'Studies.',
                                                       'unit_id': 100751},
                                                      {'code': '3802',
                                                       'counts': {'ipeds_awards1': 2,
                                                                  'ipeds_awards2': 4},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Religion/Religious '
                                                                'Studies.',
                                                       'unit_id': 100751},
                                                      {'code': '4005',
                                                       'counts': {'ipeds_awards1': 54,
                                                                  'ipeds_awards2': 59},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 25,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 25,
                                                                                                          'median': 25000,
                                                                                                          'median_payment': 265}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 19,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 18,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 15,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 15,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Chemistry.',
                                                       'unit_id': 100751},
                                                      {'code': '4005',
                                                       'counts': {'ipeds_awards1': 21,
                                                                  'ipeds_awards2': 22},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'pell_count': None}},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
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                                                                                          'default': None,
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                                                                          'Alabama',
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                                                       'title': 'Clinical, '
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                                                                'Psychology.',
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                                                                  'ipeds_awards2': 8},
                                                       'credential': {'level': 8,
                                                                      'title': 'Graduate/Professional '
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                                                                                                     'median': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                          'forbearance': None,
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                                                                                          'noprogress': None},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
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                                                                     '4_yr_bb_fed_comp': {'count': None,
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                                                                      'title': "Bachelor's "
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                                                                                                     'median_payment': 944},
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                                                                                'not_male': {'all_inst': {'average': 84264,
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                                                                                'not_pell': {'all_inst': {'average': 98858,
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                                                                                                           'median': 99353}},
                                                                                'pell': {'all_inst': {'average': 68731,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': 26081,
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                                                                                                          'pell_count': 103},
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                                                                          'University '
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Criminal '
                                                                'Justice and '
                                                                'Corrections.',
                                                       'unit_id': 100751},
                                                      {'code': '4404',
                                                       'counts': {'ipeds_awards1': 13,
                                                                  'ipeds_awards2': 5},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 8,
                                                                                         'overall_median_earnings': 32563,
                                                                                         'working_not_enrolled': {'overall_count': 11}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 14,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 12,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Public '
                                                                'Administration.',
                                                       'unit_id': 100751},
                                                      {'code': '4407',
                                                       'counts': {'ipeds_awards1': 47,
                                                                  'ipeds_awards2': 59},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 38526,
                                                                                                     'count': 22,
                                                                                                     'median': 20342,
                                                                                                     'median_payment': 242},
                                                                                        'eval_inst': {'average': 39452,
                                                                                                      'count': 21,
                                                                                                      'median': 24040,
                                                                                                      'median_payment': 286}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 24710,
                                                                                                         'count': 61,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': 22445,
                                                                                                          'count': 60,
                                                                                                          'median': 24072,
                                                                                                          'median_payment': 255}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 21,
                                                                                                              'median': 23250},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 21,
                                                                                                               'median': 23250}},
                                                                                    'pell': {'all_inst': {'average': 26368,
                                                                                                          'count': 40,
                                                                                                          'median': 26862},
                                                                                             'eval_inst': {'average': 22927,
                                                                                                           'count': 39,
                                                                                                           'median': 24983}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 45007,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': 20,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 38,
                                                                             'overall_median_earnings': 46391,
                                                                             'pell_median_earnings': 46775,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 48,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 61,
                                                                                                      'pell_count': 49}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 47,
                                                                                         'overall_median_earnings': 30850,
                                                                                         'working_not_enrolled': {'overall_count': 61}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 31,
                                                                                         'overall_median_earnings': 33993,
                                                                                         'working_not_enrolled': {'overall_count': 37}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': 37448,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': 44,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 55,
                                                                                                          'pell_count': 46},
                                                                                         'overall_count_over_poverty_line': 30,
                                                                                         'overall_median_earnings': 39244,
                                                                                         'pell_median_earnings': 38649,
                                                                                         'working_not_enrolled': {'overall_count': 35}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 61,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.79',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 77,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '3_yr_bb_fed_comp': {'count': 62,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '4_yr_bb_fed_comp': {'count': 62,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.79',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Social Work.',
                                                       'unit_id': 100751},
                                                      {'code': '4407',
                                                       'counts': {'ipeds_awards1': 247,
                                                                  'ipeds_awards2': 255},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
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                                                                                            'eval_inst': {'average': 33289,
                                                                                                          'count': 348,
                                                                                                          'median': 30750,
                                                                                                          'median_payment': 350}},
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 38617,
                                                                                                           'count': 24,
                                                                                                           'median': 39804}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 32895,
                                                                                                               'count': 324,
                                                                                                               'median': 30730}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 30358,
                                                                                                               'count': 93,
                                                                                                               'median': 25750}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 34358,
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                                                                             'overall_count_more_than_HS_Grad': 242,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 40853,
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                                                                             'working_not_enrolled': {'male_count': 30,
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                                                                                                      'nonpell_count': 91,
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                                                                             'nonpell_median_earnings': 51357,
                                                                             'not_working_not_enrolled': {'overall_count': 15},
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                                                                             'overall_count_more_than_HS_Grad': 249,
                                                                             'overall_count_working_in_institution_state': 188,
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                                                                             'working_not_enrolled': {'male_count': 30,
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                                                                                         'overall_median_earnings': 38981,
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                                                                                '3_yr': {'male_median_earnings': 44307,
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                                                                                         'nonpell_median_earnings': 44478,
                                                                                         'not_enrolled': {'male_count': 29,
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                                                                                                          'nonpell_count': 89,
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                                                                                                          'pell_count': 215},
                                                                                         'overall_count_over_poverty_line': 279,
                                                                                         'overall_median_earnings': 41575,
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                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.15 '
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                                                                                                         '0.19',
                                                                                          'fullypaid': '<=0.05',
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                                                                                                            '0.19',
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                                                                     '4_yr_bb_fed_comp': {'count': 294,
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                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.45 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.05 '
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                                                                                                       '0.09',
                                                                                          'makingprogress': '0.05 '
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                                                                                                            '0.09',
                                                                                          'noprogress': '0.25 '
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                                                                          'University '
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                                                       'counts': {'ipeds_awards1': 3,
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                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
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                                                                                                     'median': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 0},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'overall_count_over_poverty_line': None,
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                                                                                          'forbearance': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '3_yr_bb_fed_comp': {'count': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': None,
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                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
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                                                                      'title': "Bachelor's "
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 1},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': 33510,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': 19624,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': 20824,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 21,
                                                                                                          'pell_count': 16},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': 26979,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 19,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '3_yr_bb_fed_comp': {'count': 22,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': 22,
                                                                                          'default': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                  'name': 'The '
                                                                          'University '
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                                                                      'title': "Master's "
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                      'title': "Bachelor's "
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                                          'pell_count': None},
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                                                                          'University '
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                                                                          'Alabama',
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                                                                  'ipeds_awards2': 21},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
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                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 23941,
                                                                                                         'count': 21,
                                                                                                         'median': 23750,
                                                                                                         'median_payment': 252},
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                                                                                                          'count': 20,
                                                                                                          'median': 19750,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': 27773,
                                                                                                          'count': 10,
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                                                                                                      'nonpell_count': None,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                                          'pell_count': None},
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                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
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                                                                                          'makingprogress': None,
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                                                                          'Alabama',
                                                                  'type': 'Public'},
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                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                      'title': 'Doctoral '
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
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                                                                                          'forbearance': None,
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                                                                                          'default': None,
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                                                       'school': {'main_campus': 1,
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                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Geography and '
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                                                       'counts': {'ipeds_awards1': 51,
                                                                  'ipeds_awards2': 52},
                                                       'credential': {'level': 3,
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                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 29,
                                                                                                         'median': 23250,
                                                                                                         'median_payment': 246},
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                                                                                                          'median': 23250,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 19,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 15,
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                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 14,
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
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                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'overall_median_earnings': 50456,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 30,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 7},
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                                                                                         'overall_median_earnings': 27766,
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                                                                                         'overall_count_over_poverty_line': 19,
                                                                                         'overall_median_earnings': 33719,
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                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': 40890,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 28,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 22,
                                                                                         'overall_median_earnings': 43916,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
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                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.40 '
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                                                                                                            '0.59',
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                                                                     '3_yr_bb_fed_comp': {'count': 27,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 27,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
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                                                                                                         '0.59',
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                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                                'Security '
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                                                                  'ipeds_awards2': 227},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
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                                                                                                     'count': 62,
                                                                                                     'median': 58309,
                                                                                                     'median_payment': 693},
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                                                                                                      'count': 62,
                                                                                                      'median': 58309,
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                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': 29,
                                                                                                      'median': 73734},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': 29,
                                                                                                       'median': 73734}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': 33,
                                                                                                          'median': 50523},
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                                                                                                           'count': 33,
                                                                                                           'median': 50500}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 41,
                                                                                                          'median': 52000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 41,
                                                                                                           'median': 52000}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': 21,
                                                                                                      'median': 73734},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 21695,
                                                                                                         'count': 157,
                                                                                                         'median': 23785,
                                                                                                         'median_payment': 252},
                                                                                            'eval_inst': {'average': 20460,
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                                                                                                          'median': 23250,
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                                                                                                           'median': 21375}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': 19242,
                                                                                                              'count': 96,
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                                                                                                 'eval_inst': {'average': 18579,
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                                                                                                               'median': 20750}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 61,
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                                                                             'nonpell_median_earnings': 57121,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 7},
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                                                                                '3_yr': {'male_median_earnings': 49113,
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                                                                                                          'nonpell_count': 33,
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                                                                                          'makingprogress': '0.30 '
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                                                                                                            '0.39',
                                                                                          'noprogress': '0.10 '
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                                                                     '4_yr_bb_fed_comp': {'count': 105,
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                                                                          'University '
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                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
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                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 0},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Political '
                                                                'Science and '
                                                                'Government.',
                                                       'unit_id': 100751},
                                                      {'code': '4510',
                                                       'counts': {'ipeds_awards1': 5,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Political '
                                                                'Science and '
                                                                'Government.',
                                                       'unit_id': 100751},
                                                      {'code': '4511',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Sociology.',
                                                       'unit_id': 100751},
                                                      {'code': '5003',
                                                       'counts': {'ipeds_awards1': 43,
                                                                  'ipeds_awards2': 43},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 18,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 18,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 20233,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 19961,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 23,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 24,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': 19399,
                                                                                         'working_not_enrolled': {'overall_count': 22}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 17,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': 14061,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 16}}}},
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                                                                          'University '
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                                                                          'Alabama',
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                                                      {'code': '5003',
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                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                                                                     'median': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                         'pell_median_earnings': None,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'makingprogress': None,
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                                                                          'Alabama',
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                                                                      'title': "Bachelor's "
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                                                                                                     'count': 13,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': 13,
                                                                                                      'median': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                          'median': 26000,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 24,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 17,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                                         'overall_median_earnings': 40655,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 34,
                                                                                                          'pell_count': 19},
                                                                                         'overall_count_over_poverty_line': 31,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                                         '0.59',
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                                                                                          'makingprogress': None,
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                                                                     '2_yr_bb_fed_comp': {'count': 45,
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                                                                     '3_yr_bb_fed_comp': {'count': 33,
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                                                                                          'makingprogress': '0.40 '
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                                                                          'University '
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median_payment': 284},
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                                                                                                          'median': 26750,
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                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
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                                                       'distance': 1,
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                                                                             'nonpell_median_earnings': 15428,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 16013,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': 18,
                                                                                                      'overall_count': 30,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': 17611,
                                                                                         'working_not_enrolled': {'overall_count': 29}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 27,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 17,
                                                                                         'overall_median_earnings': 31382,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 25}}}},
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.79',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 27,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': 29287,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                      'title': "Master's "
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                      'title': 'Doctoral '
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Allied Health '
                                                                'Diagnostic, '
                                                                'Intervention, '
                                                                'and Treatment '
                                                                'Professions.',
                                                       'unit_id': 100751},
                                                      {'code': '5115',
                                                       'counts': {'ipeds_awards1': 4,
                                                                  'ipeds_awards2': 18},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': 52747,
                                                                                                          'count': 15,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Mental and '
                                                                'Social Health '
                                                                'Services and '
                                                                'Allied '
                                                                'Professions.',
                                                       'unit_id': 100751},
                                                      {'code': '5122',
                                                       'counts': {'ipeds_awards1': 87,
                                                                  'ipeds_awards2': 130},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 90190,
                                                                                                     'count': 63,
                                                                                                     'median': 89412,
                                                                                                     'median_payment': 1063},
                                                                                        'eval_inst': {'average': 89911,
                                                                                                      'count': 61,
                                                                                                      'median': 84039,
                                                                                                      'median_payment': 999}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 26,
                                                                                                          'median': 111190},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 26,
                                                                                                           'median': 111190}},
                                                                                'pell': {'all_inst': {'average': 71675,
                                                                                                      'count': 37,
                                                                                                      'median': 59000},
                                                                                         'eval_inst': {'average': 70129,
                                                                                                       'count': 35,
                                                                                                       'median': 59000}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 129,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 129,
                                                                                                          'median': 25000,
                                                                                                          'median_payment': 265}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 16,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 16,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 113,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 113,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 54,
                                                                                                              'median': 24950},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 54,
                                                                                                               'median': 24715}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 75,
                                                                                                          'median': 26500},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 75,
                                                                                                           'median': 25000}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': 33605,
                                                                             'nonpell_median_earnings': 37839,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 29,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 33699,
                                                                             'pell_median_earnings': 31229,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': 43,
                                                                                                      'nonpell_count': 22,
                                                                                                      'overall_count': 48,
                                                                                                      'pell_count': 26}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 3},
                                                                                         'overall_count_over_poverty_line': 29,
                                                                                         'overall_median_earnings': 32103,
                                                                                         'working_not_enrolled': {'overall_count': 37}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 83,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 40,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '3_yr_bb_fed_comp': {'count': 15,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 15,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Public '
                                                                'Health.',
                                                       'unit_id': 100751},
                                                      {'code': '5122',
                                                       'counts': {'ipeds_awards1': 10,
                                                                  'ipeds_awards2': 24},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
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                                                                                            'eval_inst': {'average': 25714,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
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                                                                             'nonmale_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': None},
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Public '
                                                                'Health.',
                                                       'unit_id': 100751},
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                                                       'counts': {'ipeds_awards1': 12,
                                                                  'ipeds_awards2': 4},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
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                                                                                         'overall_median_earnings': 36668,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 17,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': 33920,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 17}}}},
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                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 14,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 20,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 20,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Rehabilitation '
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                                                                'Therapeutic '
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                                                      {'code': '5131',
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                                                                  'ipeds_awards2': None},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'median': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                          'median': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 2},
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                                                                                         'overall_median_earnings': 26933,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 6},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': 48041,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': 41,
                                                                                                          'overall_count': 81,
                                                                                                          'pell_count': 38},
                                                                                         'overall_count_over_poverty_line': 54,
                                                                                         'overall_median_earnings': 46237,
                                                                                         'pell_median_earnings': 40728,
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                                                       'ope6_id': '001051',
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 70,
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                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
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                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
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                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '3_yr_bb_fed_comp': {'count': 88,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 88,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.60 '
                                                                                                         '- '
                                                                                                         '0.79',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Dietetics and '
                                                                'Clinical '
                                                                'Nutrition '
                                                                'Services.',
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                                                      {'code': '5138',
                                                       'counts': {'ipeds_awards1': 377,
                                                                  'ipeds_awards2': 428},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'median': 43890,
                                                                                                     'median_payment': 522},
                                                                                        'eval_inst': {'average': 72788,
                                                                                                      'count': 83,
                                                                                                      'median': 67648,
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                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 74360,
                                                                                                          'count': 61,
                                                                                                          'median': 72739},
                                                                                             'eval_inst': {'average': 82836,
                                                                                                           'count': 53,
                                                                                                           'median': 80988}},
                                                                                'pell': {'all_inst': {'average': 40772,
                                                                                                      'count': 48,
                                                                                                      'median': 24526},
                                                                                         'eval_inst': {'average': 55036,
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                                                                                                       'median': 36385}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 24976,
                                                                                                         'count': 436,
                                                                                                         'median': 25006,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': 20249,
                                                                                                          'count': 361,
                                                                                                          'median': 20000,
                                                                                                          'median_payment': 212}},
                                                                                    'male': {'all_inst': {'average': 23271,
                                                                                                          'count': 52,
                                                                                                          'median': 21375},
                                                                                             'eval_inst': {'average': 19329,
                                                                                                           'count': 37,
                                                                                                           'median': 14500}},
                                                                                    'not_male': {'all_inst': {'average': 25207,
                                                                                                              'count': 384,
                                                                                                              'median': 25750},
                                                                                                 'eval_inst': {'average': 20354,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                                          'delinquent': None,
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                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                                                        '0.39'},
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                                                                  'name': 'The '
                                                                          'University '
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                                                                          'Alabama',
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                                                                                          'discharge': None,
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                                                                  'name': 'The '
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
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                                                                                         'pell_median_earnings': None,
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                                                                                          'discharge': None,
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                                                                                          'makingprogress': None,
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                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
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                                                       'title': 'Registered '
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                                                                'Nursing '
                                                                'Administration, '
                                                                'Nursing '
                                                                'Research and '
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                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                                                      'pell_count': 26}},
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 40,
                                                                                                          'pell_count': 24},
                                                                                         'overall_count_over_poverty_line': 28,
                                                                                         'overall_median_earnings': 42486,
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                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                                                        '- '
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                                                                     '3_yr_bb_fed_comp': {'count': 42,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                                         '- '
                                                                                                         '0.39',
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                                                                     '4_yr_bb_fed_comp': {'count': 42,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
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                                                       'school': {'main_campus': 1,
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                                                                          'University '
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                                                                          'Alabama',
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                                                                      'title': "Master's "
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                         'nonpell_median_earnings': 53113,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'pell_count': 38},
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                                                                                         'overall_median_earnings': 49578,
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                                                                                          'discharge': None,
                                                                                          'forbearance': '0.60 '
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                                                                                                         '0.79',
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                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
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                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
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                                                       'school': {'main_campus': 1,
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                                                                                'not_pell': {'all_inst': {'average': 85184,
                                                                                                          'count': 59,
                                                                                                          'median': 72435},
                                                                                             'eval_inst': {'average': 82789,
                                                                                                           'count': 58,
                                                                                                           'median': 69631}},
                                                                                'pell': {'all_inst': {'average': 62783,
                                                                                                      'count': 41,
                                                                                                      'median': 46009},
                                                                                         'eval_inst': {'average': 67854,
                                                                                                       'count': 34,
                                                                                                       'median': 54408}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 25374,
                                                                                                         'count': 391,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': 22908,
                                                                                                          'count': 368,
                                                                                                          'median': 23250,
                                                                                                          'median_payment': 246}},
                                                                                    'male': {'all_inst': {'average': 23921,
                                                                                                          'count': 206,
                                                                                                          'median': 23894},
                                                                                             'eval_inst': {'average': 21943,
                                                                                                           'count': 191,
                                                                                                           'median': 21524}},
                                                                                    'not_male': {'all_inst': {'average': 26992,
                                                                                                              'count': 185,
                                                                                                              'median': 25750},
                                                                                                 'eval_inst': {'average': 23950,
                                                                                                               'count': 177,
                                                                                                               'median': 24545}},
                                                                                    'not_pell': {'all_inst': {'average': 21094,
                                                                                                              'count': 176,
                                                                                                              'median': 20750},
                                                                                                 'eval_inst': {'average': 20544,
                                                                                                               'count': 164,
                                                                                                               'median': 20000}},
                                                                                    'pell': {'all_inst': {'average': 28877,
                                                                                                          'count': 215,
                                                                                                          'median': 27000},
                                                                                             'eval_inst': {'average': 24809,
                                                                                                           'count': 204,
                                                                                                           'median': 25000}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': 47144,
                                                                             'nonmale_median_earnings': 44746,
                                                                             'nonpell_median_earnings': 49980,
                                                                             'not_working_not_enrolled': {'overall_count': 14},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 244,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 45734,
                                                                             'pell_median_earnings': 41746,
                                                                             'working_not_enrolled': {'male_count': 182,
                                                                                                      'nonmale_count': 170,
                                                                                                      'nonpell_count': 157,
                                                                                                      'overall_count': 352,
                                                                                                      'pell_count': 195}},
                                                                    '4_yr': {'male_median_earnings': 61870,
                                                                             'nonmale_median_earnings': 53076,
                                                                             'nonpell_median_earnings': 55527,
                                                                             'not_working_not_enrolled': {'overall_count': 26},
                                                                             'overall_count_awarded_higher_credential': 28,
                                                                             'overall_count_more_than_HS_Grad': 265,
                                                                             'overall_count_working_in_institution_state': 136,
                                                                             'overall_median_earnings': 57872,
                                                                             'pell_median_earnings': 58982,
                                                                             'working_not_enrolled': {'male_count': 172,
                                                                                                      'nonmale_count': 128,
                                                                                                      'nonpell_count': 138,
                                                                                                      'overall_count': 300,
                                                                                                      'pell_count': 161}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 14},
                                                                                         'overall_count_over_poverty_line': 308,
                                                                                         'overall_median_earnings': 42470,
                                                                                         'working_not_enrolled': {'overall_count': 356}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 17},
                                                                                         'overall_count_over_poverty_line': 265,
                                                                                         'overall_median_earnings': 43561,
                                                                                         'working_not_enrolled': {'overall_count': 293}},
                                                                                '3_yr': {'male_median_earnings': 56367,
                                                                                         'nonmale_median_earnings': 45010,
                                                                                         'nonpell_median_earnings': 54527,
                                                                                         'not_enrolled': {'male_count': 184,
                                                                                                          'nonmale_count': 129,
                                                                                                          'nonpell_count': 135,
                                                                                                          'overall_count': 314,
                                                                                                          'pell_count': 178},
                                                                                         'overall_count_over_poverty_line': 258,
                                                                                         'overall_median_earnings': 51932,
                                                                                         'pell_median_earnings': 49547,
                                                                                         'working_not_enrolled': {'overall_count': 279}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 346,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.54',
                                                                                          'fullypaid': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.14',
                                                                                          'noprogress': '0.15 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 324,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.24',
                                                                                          'fullypaid': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'makingprogress': '0.35 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.24'},
                                                                     '3_yr_bb_fed_comp': {'count': 335,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.24',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.14',
                                                                                          'makingprogress': '0.30 '
                                                                                                            '- '
                                                                                                            '0.34',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.24'},
                                                                     '4_yr_bb_fed_comp': {'count': 335,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.54',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.14',
                                                                                          'makingprogress': '0.15 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.14'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Business '
                                                                'Administration, '
                                                                'Management '
                                                                'and '
                                                                'Operations.',
                                                       'unit_id': 100751},
                                                      {'code': '5202',
                                                       'counts': {'ipeds_awards1': 187,
                                                                  'ipeds_awards2': 184},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': 33408,
                                                                                                          'count': 98,
                                                                                                          'median': 33500,
                                                                                                          'median_payment': 381}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 35205,
                                                                                                           'count': 62,
                                                                                                           'median': 37872}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 30314,
                                                                                                               'count': 36,
                                                                                                               'median': 27296}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': 31334,
                                                                                                               'count': 67,
                                                                                                               'median': 31260}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 37891,
                                                                                                           'count': 31,
                                                                                                           'median': 41000}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': 84689,
                                                                             'nonmale_median_earnings': 78995,
                                                                             'nonpell_median_earnings': 81193,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 82979,
                                                                             'pell_median_earnings': 85501,
                                                                             'working_not_enrolled': {'male_count': 91,
                                                                                                      'nonmale_count': 51,
                                                                                                      'nonpell_count': 92,
                                                                                                      'overall_count': 142,
                                                                                                      'pell_count': 51}},
                                                                    '4_yr': {'male_median_earnings': 112289,
                                                                             'nonmale_median_earnings': 98311,
                                                                             'nonpell_median_earnings': 106275,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 52,
                                                                             'overall_median_earnings': 104997,
                                                                             'pell_median_earnings': 102627,
                                                                             'working_not_enrolled': {'male_count': 68,
                                                                                                      'nonmale_count': 26,
                                                                                                      'nonpell_count': 65,
                                                                                                      'overall_count': 94,
                                                                                                      'pell_count': 29}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 2},
                                                                                         'overall_count_over_poverty_line': 132,
                                                                                         'overall_median_earnings': 78913,
                                                                                         'working_not_enrolled': {'overall_count': 141}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 91,
                                                                                         'overall_median_earnings': 80004,
                                                                                         'working_not_enrolled': {'overall_count': 95}},
                                                                                '3_yr': {'male_median_earnings': 103950,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': 98921,
                                                                                         'not_enrolled': {'male_count': 71,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': 66,
                                                                                                          'overall_count': 97,
                                                                                                          'pell_count': 32},
                                                                                         'overall_count_over_poverty_line': 91,
                                                                                         'overall_median_earnings': 96574,
                                                                                         'pell_median_earnings': 96477,
                                                                                         'working_not_enrolled': {'overall_count': 94}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 104,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '2_yr_bb_fed_comp': {'count': 94,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '3_yr_bb_fed_comp': {'count': 85,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '4_yr_bb_fed_comp': {'count': 85,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Business '
                                                                'Administration, '
                                                                'Management '
                                                                'and '
                                                                'Operations.',
                                                       'unit_id': 100751},
                                                      {'code': '5202',
                                                       'counts': {'ipeds_awards1': 2,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
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                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Business '
                                                                'Administration, '
                                                                'Management '
                                                                'and '
                                                                'Operations.',
                                                       'unit_id': 100751},
                                                      {'code': '5203',
                                                       'counts': {'ipeds_awards1': 301,
                                                                  'ipeds_awards2': 312},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 60819,
                                                                                                     'count': 66,
                                                                                                     'median': 44464,
                                                                                                     'median_payment': 529},
                                                                                        'eval_inst': {'average': 61408,
                                                                                                      'count': 65,
                                                                                                      'median': 47107,
                                                                                                      'median_payment': 560}},
                                                                                'male': {'all_inst': {'average': 54213,
                                                                                                      'count': 30,
                                                                                                      'median': 30000},
                                                                                         'eval_inst': {'average': 55996,
                                                                                                       'count': 29,
                                                                                                       'median': 30000}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': 36,
                                                                                                          'median': 49454},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 36,
                                                                                                           'median': 49454}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': 40,
                                                                                                          'median': 50594},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 40,
                                                                                                           'median': 50594}},
                                                                                'pell': {'all_inst': {'average': 49792,
                                                                                                      'count': 26,
                                                                                                      'median': 27380},
                                                                                         'eval_inst': {'average': 51683,
                                                                                                       'count': 25,
                                                                                                       'median': 29761}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 21011,
                                                                                                         'count': 215,
                                                                                                         'median': 23000,
                                                                                                         'median_payment': 244},
                                                                                            'eval_inst': {'average': 20541,
                                                                                                          'count': 214,
                                                                                                          'median': 22190,
                                                                                                          'median_payment': 235}},
                                                                                    'male': {'all_inst': {'average': 20544,
                                                                                                          'count': 106,
                                                                                                          'median': 21812},
                                                                                             'eval_inst': {'average': 19972,
                                                                                                           'count': 105,
                                                                                                           'median': 21500}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 109,
                                                                                                              'median': 23250},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 109,
                                                                                                               'median': 23250}},
                                                                                    'not_pell': {'all_inst': {'average': 19480,
                                                                                                              'count': 140,
                                                                                                              'median': 22315},
                                                                                                 'eval_inst': {'average': 19477,
                                                                                                               'count': 139,
                                                                                                               'median': 22130}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 75,
                                                                                                          'median': 23668},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 75,
                                                                                                           'median': 22250}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 51814,
                                                                             'nonmale_median_earnings': 48940,
                                                                             'nonpell_median_earnings': 53498,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 88,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 51977,
                                                                             'pell_median_earnings': 46377,
                                                                             'working_not_enrolled': {'male_count': 57,
                                                                                                      'nonmale_count': 49,
                                                                                                      'nonpell_count': 64,
                                                                                                      'overall_count': 105,
                                                                                                      'pell_count': 41}},
                                                                    '4_yr': {'male_median_earnings': 69244,
                                                                             'nonmale_median_earnings': 67462,
                                                                             'nonpell_median_earnings': 71156,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': 75,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 85,
                                                                             'overall_median_earnings': 68159,
                                                                             'pell_median_earnings': 64233,
                                                                             'working_not_enrolled': {'male_count': 116,
                                                                                                      'nonmale_count': 92,
                                                                                                      'nonpell_count': 119,
                                                                                                      'overall_count': 208,
                                                                                                      'pell_count': 90}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 141,
                                                                                         'overall_median_earnings': 52220,
                                                                                         'working_not_enrolled': {'overall_count': 147}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 3},
                                                                                         'overall_count_over_poverty_line': 119,
                                                                                         'overall_median_earnings': 53537,
                                                                                         'working_not_enrolled': {'overall_count': 121}},
                                                                                '3_yr': {'male_median_earnings': 60904,
                                                                                         'nonmale_median_earnings': 58909,
                                                                                         'nonpell_median_earnings': 61318,
                                                                                         'not_enrolled': {'male_count': 118,
                                                                                                          'nonmale_count': 93,
                                                                                                          'nonpell_count': 117,
                                                                                                          'overall_count': 210,
                                                                                                          'pell_count': 93},
                                                                                         'overall_count_over_poverty_line': 135,
                                                                                         'overall_median_earnings': 60364,
                                                                                         'pell_median_earnings': 58595,
                                                                                         'working_not_enrolled': {'overall_count': 139}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '2_yr_bb_fed_comp': {'count': 207,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.15 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.15 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.35 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.24'},
                                                                     '3_yr_bb_fed_comp': {'count': 171,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 171,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Accounting '
                                                                'and Related '
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                                                      {'code': '5203',
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                                                                  'ipeds_awards2': 73},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': 88947,
                                                                             'nonmale_median_earnings': 78240,
                                                                             'nonpell_median_earnings': 83697,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 19,
                                                                             'overall_median_earnings': 81473,
                                                                             'pell_median_earnings': 80197,
                                                                             'working_not_enrolled': {'male_count': 21,
                                                                                                      'nonmale_count': 29,
                                                                                                      'nonpell_count': 28,
                                                                                                      'overall_count': 49,
                                                                                                      'pell_count': 21}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 17,
                                                                                         'overall_median_earnings': 57197,
                                                                                         'working_not_enrolled': {'overall_count': 17}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 50,
                                                                                         'overall_median_earnings': 62707,
                                                                                         'working_not_enrolled': {'overall_count': 51}},
                                                                                '3_yr': {'male_median_earnings': 69568,
                                                                                         'nonmale_median_earnings': 69323,
                                                                                         'nonpell_median_earnings': 69570,
                                                                                         'not_enrolled': {'male_count': 19,
                                                                                                          'nonmale_count': 31,
                                                                                                          'nonpell_count': 30,
                                                                                                          'overall_count': 50,
                                                                                                          'pell_count': 21},
                                                                                         'overall_count_over_poverty_line': 47,
                                                                                         'overall_median_earnings': 69197,
                                                                                         'pell_median_earnings': 68902,
                                                                                         'working_not_enrolled': {'overall_count': 49}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 11,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 29,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.39'},
                                                                     '4_yr_bb_fed_comp': {'count': 29,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Accounting '
                                                                'and Related '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '5203',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 3},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Accounting '
                                                                'and Related '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '5206',
                                                       'counts': {'ipeds_awards1': 164,
                                                                  'ipeds_awards2': 214},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'count': 14,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': 14,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 47,
                                                                                                         'median': 21675,
                                                                                                         'median_payment': 230},
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                                                                                                          'count': 47,
                                                                                                          'median': 21500,
                                                                                                          'median_payment': 228}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': 19500},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 23,
                                                                                                           'median': 18725}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 24,
                                                                                                              'median': 23375},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 24,
                                                                                                               'median': 23250}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
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                                                                                                      'overall_count': 42,
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                                                                             'nonpell_median_earnings': 107056,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 85603,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': 19,
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                                                                                                      'nonpell_count': 21,
                                                                                                      'overall_count': 35,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 39,
                                                                                         'overall_median_earnings': 44909,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 20,
                                                                                         'overall_median_earnings': 52733,
                                                                                         'working_not_enrolled': {'overall_count': 23}},
                                                                                '3_yr': {'male_median_earnings': 70294,
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                                                                                         'nonpell_median_earnings': 84769,
                                                                                         'not_enrolled': {'male_count': 18,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': 17,
                                                                                                          'overall_count': 30,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 22,
                                                                                         'overall_median_earnings': 67420,
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                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 39,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.59',
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                                                                     '3_yr_bb_fed_comp': {'count': 27,
                                                                                          'default': None,
                                                                                          'deferment': None,
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                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 27,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
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                                                                          'Alabama',
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                                                       'unit_id': 100751},
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                                                       'counts': {'ipeds_awards1': 33,
                                                                  'ipeds_awards2': 33},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
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                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
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                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 11,
                                                                                         'overall_median_earnings': 74017,
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                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
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                                                                                          'delinquent': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '3_yr_bb_fed_comp': {'count': None,
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                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                                     '4_yr_bb_fed_comp': {'count': None,
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                                                                          'Alabama',
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                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
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                                                                                'not_pell': {'all_inst': {'average': None,
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                                                                                'pell': {'all_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                    'pell': {'all_inst': {'average': None,
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                                                       'distance': 1,
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                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
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                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
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                                                                  'type': 'Public'},
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                                                       'unit_id': 100751},
                                                      {'code': '5208',
                                                       'counts': {'ipeds_awards1': 467,
                                                                  'ipeds_awards2': 577},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 83660,
                                                                                                     'count': 105,
                                                                                                     'median': 75585,
                                                                                                     'median_payment': 899},
                                                                                        'eval_inst': {'average': 81910,
                                                                                                      'count': 103,
                                                                                                      'median': 73042,
                                                                                                      'median_payment': 869}},
                                                                                'male': {'all_inst': {'average': 80519,
                                                                                                      'count': 67,
                                                                                                      'median': 75011},
                                                                                         'eval_inst': {'average': 78325,
                                                                                                       'count': 65,
                                                                                                       'median': 63634}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': 38,
                                                                                                          'median': 82265},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 38,
                                                                                                           'median': 82265}},
                                                                                'not_pell': {'all_inst': {'average': 87278,
                                                                                                          'count': 64,
                                                                                                          'median': 77559},
                                                                                             'eval_inst': {'average': 85674,
                                                                                                           'count': 63,
                                                                                                           'median': 75011}},
                                                                                'pell': {'all_inst': {'average': 78012,
                                                                                                      'count': 41,
                                                                                                      'median': 75585},
                                                                                         'eval_inst': {'average': 75981,
                                                                                                       'count': 40,
                                                                                                       'median': 62867}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 21473,
                                                                                                         'count': 328,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': 20823,
                                                                                                          'count': 327,
                                                                                                          'median': 23250,
                                                                                                          'median_payment': 246}},
                                                                                    'male': {'all_inst': {'average': 21207,
                                                                                                          'count': 232,
                                                                                                          'median': 24250},
                                                                                             'eval_inst': {'average': 20472,
                                                                                                           'count': 231,
                                                                                                           'median': 22500}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 96,
                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 96,
                                                                                                               'median': 25000}},
                                                                                    'not_pell': {'all_inst': {'average': 19960,
                                                                                                              'count': 222,
                                                                                                              'median': 22910},
                                                                                                 'eval_inst': {'average': 19773,
                                                                                                               'count': 221,
                                                                                                               'median': 22250}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 106,
                                                                                                          'median': 26500},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 106,
                                                                                                           'median': 25000}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 50740,
                                                                             'nonmale_median_earnings': 55887,
                                                                             'nonpell_median_earnings': 54958,
                                                                             'not_working_not_enrolled': {'overall_count': 11},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 220,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 52668,
                                                                             'pell_median_earnings': 48811,
                                                                             'working_not_enrolled': {'male_count': 204,
                                                                                                      'nonmale_count': 74,
                                                                                                      'nonpell_count': 180,
                                                                                                      'overall_count': 277,
                                                                                                      'pell_count': 97}},
                                                                    '4_yr': {'male_median_earnings': 71405,
                                                                             'nonmale_median_earnings': 73537,
                                                                             'nonpell_median_earnings': 65866,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': 21,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 44,
                                                                             'overall_median_earnings': 72138,
                                                                             'pell_median_earnings': 77721,
                                                                             'working_not_enrolled': {'male_count': 101,
                                                                                                      'nonmale_count': 36,
                                                                                                      'nonpell_count': 76,
                                                                                                      'overall_count': 137,
                                                                                                      'pell_count': 61}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 6},
                                                                                         'overall_count_over_poverty_line': 209,
                                                                                         'overall_median_earnings': 48795,
                                                                                         'working_not_enrolled': {'overall_count': 232}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 5},
                                                                                         'overall_count_over_poverty_line': 113,
                                                                                         'overall_median_earnings': 52643,
                                                                                         'working_not_enrolled': {'overall_count': 121}},
                                                                                '3_yr': {'male_median_earnings': 64072,
                                                                                         'nonmale_median_earnings': 62835,
                                                                                         'nonpell_median_earnings': 62200,
                                                                                         'not_enrolled': {'male_count': 106,
                                                                                                          'nonmale_count': 30,
                                                                                                          'nonpell_count': 75,
                                                                                                          'overall_count': 137,
                                                                                                          'pell_count': 62},
                                                                                         'overall_count_over_poverty_line': 121,
                                                                                         'overall_median_earnings': 62843,
                                                                                         'pell_median_earnings': 65233,
                                                                                         'working_not_enrolled': {'overall_count': 124}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 284,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '<=0.05',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.55 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'makingprogress': '0.15 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.14'},
                                                                     '2_yr_bb_fed_comp': {'count': 219,
                                                                                          'default': '<=0.05',
                                                                                          'deferment': '0.05 '
                                                                                                       '- '
                                                                                                       '0.09',
                                                                                          'delinquent': '<=0.05',
                                                                                          'discharge': '<=0.05',
                                                                                          'forbearance': '0.15 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.14',
                                                                                          'makingprogress': '0.45 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.15 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 149,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 149,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.20 '
                                                                                                       '- '
                                                                                                       '0.29',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Finance and '
                                                                'Financial '
                                                                'Management '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '5208',
                                                       'counts': {'ipeds_awards1': 22,
                                                                  'ipeds_awards2': 24},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Finance and '
                                                                'Financial '
                                                                'Management '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '5208',
                                                       'counts': {'ipeds_awards1': 3,
                                                                  'ipeds_awards2': 1},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Finance and '
                                                                'Financial '
                                                                'Management '
                                                                'Services.',
                                                       'unit_id': 100751},
                                                      {'code': '5209',
                                                       'counts': {'ipeds_awards1': 100,
                                                                  'ipeds_awards2': 100},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 75310,
                                                                                                     'count': 39,
                                                                                                     'median': 63000,
                                                                                                     'median_payment': 749},
                                                                                        'eval_inst': {'average': 79677,
                                                                                                      'count': 35,
                                                                                                      'median': 67000,
                                                                                                      'median_payment': 797}},
                                                                                'male': {'all_inst': {'average': 57272,
                                                                                                      'count': 10,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': 81529,
                                                                                                          'count': 29,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 94249,
                                                                                                          'count': 23,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 98255,
                                                                                                           'count': 21,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 48083,
                                                                                                      'count': 16,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': 51809,
                                                                                                       'count': 14,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 91,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 91,
                                                                                                          'median': 22662,
                                                                                                          'median_payment': 240}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 21,
                                                                                                          'median': 25000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 21,
                                                                                                           'median': 25000}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 70,
                                                                                                              'median': 25000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 70,
                                                                                                               'median': 22250}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 54,
                                                                                                              'median': 21739},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 54,
                                                                                                               'median': 20875}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 37,
                                                                                                          'median': 27000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 37,
                                                                                                           'median': 26000}}}},
                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': 38039,
                                                                             'nonmale_median_earnings': 30838,
                                                                             'nonpell_median_earnings': 32561,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 46,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 31151,
                                                                             'pell_median_earnings': 26976,
                                                                             'working_not_enrolled': {'male_count': 20,
                                                                                                      'nonmale_count': 71,
                                                                                                      'nonpell_count': 45,
                                                                                                      'overall_count': 93,
                                                                                                      'pell_count': 48}},
                                                                    '4_yr': {'male_median_earnings': 46203,
                                                                             'nonmale_median_earnings': 43927,
                                                                             'nonpell_median_earnings': 46494,
                                                                             'not_working_not_enrolled': {'overall_count': 8},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 76,
                                                                             'overall_count_working_in_institution_state': 35,
                                                                             'overall_median_earnings': 44200,
                                                                             'pell_median_earnings': 41422,
                                                                             'working_not_enrolled': {'male_count': 19,
                                                                                                      'nonmale_count': 86,
                                                                                                      'nonpell_count': 56,
                                                                                                      'overall_count': 105,
                                                                                                      'pell_count': 49}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 4},
                                                                                         'overall_count_over_poverty_line': 84,
                                                                                         'overall_median_earnings': 33886,
                                                                                         'working_not_enrolled': {'overall_count': 104}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 4},
                                                                                         'overall_count_over_poverty_line': 79,
                                                                                         'overall_median_earnings': 31236,
                                                                                         'working_not_enrolled': {'overall_count': 104}},
                                                                                '3_yr': {'male_median_earnings': 40914,
                                                                                         'nonmale_median_earnings': 41499,
                                                                                         'nonpell_median_earnings': 41734,
                                                                                         'not_enrolled': {'male_count': 23,
                                                                                                          'nonmale_count': 82,
                                                                                                          'nonpell_count': 55,
                                                                                                          'overall_count': 106,
                                                                                                          'pell_count': 51},
                                                                                         'overall_count_over_poverty_line': 89,
                                                                                         'overall_median_earnings': 42107,
                                                                                         'pell_median_earnings': 41247,
                                                                                         'working_not_enrolled': {'overall_count': 96}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 81,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 108,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.20 '
                                                                                                        '- '
                                                                                                        '0.29'},
                                                                     '3_yr_bb_fed_comp': {'count': 110,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.29',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 110,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.49',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.10 '
                                                                                                            '- '
                                                                                                            '0.19',
                                                                                          'noprogress': '<=0.10'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Hospitality '
                                                                'Administration/Management.',
                                                       'unit_id': 100751},
                                                      {'code': '5209',
                                                       'counts': {'ipeds_awards1': 0,
                                                                  'ipeds_awards2': 0},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Hospitality '
                                                                'Administration/Management.',
                                                       'unit_id': 100751},
                                                      {'code': '5212',
                                                       'counts': {'ipeds_awards1': 133,
                                                                  'ipeds_awards2': 142},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 51656,
                                                                                                     'count': 32,
                                                                                                     'median': 35336,
                                                                                                     'median_payment': 420},
                                                                                        'eval_inst': {'average': 54174,
                                                                                                      'count': 29,
                                                                                                      'median': 38673,
                                                                                                      'median_payment': 460}},
                                                                                'male': {'all_inst': {'average': 52807,
                                                                                                      'count': 22,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': 49121,
                                                                                                          'count': 10,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 56778,
                                                                                                          'count': 15,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 60655,
                                                                                                           'count': 14,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 47136,
                                                                                                      'count': 17,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': 48126,
                                                                                                       'count': 15,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': 110,
                                                                                                         'median': 21875,
                                                                                                         'median_payment': 232},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': 110,
                                                                                                          'median': 21375,
                                                                                                          'median_payment': 227}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': 79,
                                                                                                          'median': 22250},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 79,
                                                                                                           'median': 21500}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': 31,
                                                                                                              'median': 21250},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 31,
                                                                                                               'median': 21250}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 61,
                                                                                                              'median': 20500},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 61,
                                                                                                               'median': 20500}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': 49,
                                                                                                          'median': 25000},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': 49,
                                                                                                           'median': 22500}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 66815,
                                                                             'nonmale_median_earnings': 74330,
                                                                             'nonpell_median_earnings': 72147,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 68554,
                                                                             'pell_median_earnings': 67652,
                                                                             'working_not_enrolled': {'male_count': 112,
                                                                                                      'nonmale_count': 32,
                                                                                                      'nonpell_count': 59,
                                                                                                      'overall_count': 145,
                                                                                                      'pell_count': 84}},
                                                                    '4_yr': {'male_median_earnings': 95500,
                                                                             'nonmale_median_earnings': 95523,
                                                                             'nonpell_median_earnings': 96098,
                                                                             'not_working_not_enrolled': {'overall_count': 3},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 42,
                                                                             'overall_median_earnings': 95503,
                                                                             'pell_median_earnings': 95509,
                                                                             'working_not_enrolled': {'male_count': 101,
                                                                                                      'nonmale_count': 38,
                                                                                                      'nonpell_count': 62,
                                                                                                      'overall_count': 139,
                                                                                                      'pell_count': 77}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 146,
                                                                                         'overall_median_earnings': 66858,
                                                                                         'working_not_enrolled': {'overall_count': 149}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 134,
                                                                                         'overall_median_earnings': 71015,
                                                                                         'working_not_enrolled': {'overall_count': 135}},
                                                                                '3_yr': {'male_median_earnings': 84663,
                                                                                         'nonmale_median_earnings': 82811,
                                                                                         'nonpell_median_earnings': 81894,
                                                                                         'not_enrolled': {'male_count': 101,
                                                                                                          'nonmale_count': 39,
                                                                                                          'nonpell_count': 65,
                                                                                                          'overall_count': 141,
                                                                                                          'pell_count': 76},
                                                                                         'overall_count_over_poverty_line': 132,
                                                                                         'overall_median_earnings': 83044,
                                                                                         'pell_median_earnings': 85131,
                                                                                         'working_not_enrolled': {'overall_count': 133}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 120,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.50 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.10',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.29',
                                                                                          'noprogress': '<=0.10'},
                                                                     '2_yr_bb_fed_comp': {'count': 124,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.40 '
                                                                                                            '- '
                                                                                                            '0.49',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 119,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.10 '
                                                                                                         '- '
                                                                                                         '0.19',
                                                                                          'fullypaid': '0.10 '
                                                                                                       '- '
                                                                                                       '0.19',
                                                                                          'makingprogress': '0.50 '
                                                                                                            '- '
                                                                                                            '0.59',
                                                                                          'noprogress': '0.10 '
                                                                                                        '- '
                                                                                                        '0.19'},
                                                                     '4_yr_bb_fed_comp': {'count': 119,
                                                                                          'default': '<=0.10',
                                                                                          'deferment': '<=0.10',
                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
                                                                                          'forbearance': '0.40 '
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                                                                                                         '0.49',
                                                                                          'fullypaid': '0.20 '
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                                                                                                       '0.29',
                                                                                          'makingprogress': '0.20 '
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                                                                                                            '0.29',
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
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                                                                          'Alabama',
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                                                       'title': 'Management '
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                                                                'Systems and '
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                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                'male': {'all_inst': {'average': None,
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                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
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                                                                                            'eval_inst': {'average': None,
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                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
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                                                                                             'eval_inst': {'average': None,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
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                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
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                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
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                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
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                                                                             'not_working_not_enrolled': {'overall_count': None},
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                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
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                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
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                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
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                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
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                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
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                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Management '
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                                                                'Systems and '
                                                                'Services.',
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                                                                  'ipeds_awards2': 120},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
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                                                                                                     'count': 34,
                                                                                                     'median': 40450,
                                                                                                     'median_payment': 481},
                                                                                        'eval_inst': {'average': 49837,
                                                                                                      'count': 31,
                                                                                                      'median': 42653,
                                                                                                      'median_payment': 507}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': 47995,
                                                                                                          'count': 21,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': 50064,
                                                                                                           'count': 20,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': 43848,
                                                                                                      'count': 13,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': 49423,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 22652,
                                                                                                         'count': 100,
                                                                                                         'median': 25000,
                                                                                                         'median_payment': 265},
                                                                                            'eval_inst': {'average': 21282,
                                                                                                          'count': 99,
                                                                                                          'median': 23250,
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                                                                                    'male': {'all_inst': {'average': 22315,
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                                                                                             'eval_inst': {'average': 20813,
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                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 14,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 56,
                                                                                                              'median': 23125},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 56,
                                                                                                               'median': 17375}},
                                                                                    'pell': {'all_inst': {'average': 27172,
                                                                                                          'count': 44,
                                                                                                          'median': 27000},
                                                                                             'eval_inst': {'average': 26757,
                                                                                                           'count': 43,
                                                                                                           'median': 27000}}}},
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                                                                             'nonpell_median_earnings': 49728,
                                                                             'not_working_not_enrolled': {'overall_count': 4},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 52411,
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                                                                             'working_not_enrolled': {'male_count': 86,
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                                                                                                      'nonpell_count': 59,
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                                                                             'nonpell_median_earnings': 67217,
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                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 44,
                                                                             'overall_median_earnings': 73219,
                                                                             'pell_median_earnings': 73929,
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                                                                                                      'nonpell_count': 35,
                                                                                                      'overall_count': 84,
                                                                                                      'pell_count': 48}},
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                                                                                         'overall_median_earnings': 56351,
                                                                                         'working_not_enrolled': {'overall_count': 87}},
                                                                                '3_yr': {'male_median_earnings': 68546,
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                                                                                         'nonpell_median_earnings': 63476,
                                                                                         'not_enrolled': {'male_count': 68,
                                                                                                          'nonmale_count': 22,
                                                                                                          'nonpell_count': 39,
                                                                                                          'overall_count': 90,
                                                                                                          'pell_count': 51},
                                                                                         'overall_count_over_poverty_line': 82,
                                                                                         'overall_median_earnings': 66546,
                                                                                         'pell_median_earnings': 67426,
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                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
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                                                                                          'noprogress': '<=0.20'},
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                                                                                          'delinquent': '<=0.10',
                                                                                          'discharge': '<=0.10',
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                                                                                                         '0.19',
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                                                                                                       '0.19',
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                                                                                                            '0.49',
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                                                                                                        '0.19'},
                                                                     '3_yr_bb_fed_comp': {'count': 93,
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                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
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                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 93,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '0.20 '
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                                                                                                       '0.39',
                                                                                          'makingprogress': '<=0.20',
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                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Management '
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                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
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                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
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                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
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                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
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                                                                                    'male': {'all_inst': {'average': None,
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                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
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                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
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                                                       'distance': 2,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': 86960,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 83149,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': 18,
                                                                                                      'overall_count': 26,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': 114665,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 1},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 109022,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': 21,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': 26,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': 35,
                                                                                         'overall_median_earnings': 84175,
                                                                                         'working_not_enrolled': {'overall_count': 34}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 1},
                                                                                         'overall_count_over_poverty_line': 30,
                                                                                         'overall_median_earnings': 84653,
                                                                                         'working_not_enrolled': {'overall_count': 30}},
                                                                                '3_yr': {'male_median_earnings': 101314,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': 24,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': 28,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': 28,
                                                                                         'overall_median_earnings': 101082,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': 28}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': 15,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 16,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
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                                                                     '3_yr_bb_fed_comp': {'count': 36,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': '0.40 '
                                                                                                        '- '
                                                                                                        '0.59'},
                                                                     '4_yr_bb_fed_comp': {'count': 36,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Marketing.',
                                                       'unit_id': 100751},
                                                      {'code': '5214',
                                                       'counts': {'ipeds_awards1': 1,
                                                                  'ipeds_awards2': 1},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
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                                                                                                      'count': None,
                                                                                                      'median': None,
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                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
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                                                       'earnings': {'1_yr': {'male_median_earnings': None,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': None},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
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                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Marketing.',
                                                       'unit_id': 100751},
                                                      {'code': '5216',
                                                       'counts': {'ipeds_awards1': 10,
                                                                  'ipeds_awards2': 16},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
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                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
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                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
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                                                       'distance': 1,
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                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': 10,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'Taxation.',
                                                       'unit_id': 100751},
                                                      {'code': '5401',
                                                       'counts': {'ipeds_awards1': 126,
                                                                  'ipeds_awards2': 93},
                                                       'credential': {'level': 3,
                                                                      'title': "Bachelor's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': 63119,
                                                                                                     'count': 14,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': 66867,
                                                                                                      'count': 13,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': 20483,
                                                                                                         'count': 52,
                                                                                                         'median': 20568,
                                                                                                         'median_payment': 218},
                                                                                            'eval_inst': {'average': 19875,
                                                                                                          'count': 50,
                                                                                                          'median': 20568,
                                                                                                          'median_payment': 218}},
                                                                                    'male': {'all_inst': {'average': 22797,
                                                                                                          'count': 33,
                                                                                                          'median': 21500},
                                                                                             'eval_inst': {'average': 21402,
                                                                                                           'count': 32,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': 16463,
                                                                                                              'count': 19,
                                                                                                              'median': 18500},
                                                                                                 'eval_inst': {'average': 17160,
                                                                                                               'count': 18,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': 28,
                                                                                                              'median': 19000},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': 28,
                                                                                                               'median': 19000}},
                                                                                    'pell': {'all_inst': {'average': 24412,
                                                                                                          'count': 24,
                                                                                                          'median': 24625},
                                                                                             'eval_inst': {'average': 23639,
                                                                                                           'count': 22,
                                                                                                           'median': 24625}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': 26422,
                                                                             'nonmale_median_earnings': 36164,
                                                                             'nonpell_median_earnings': 38627,
                                                                             'not_working_not_enrolled': {'overall_count': 8},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': 22,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': 30296,
                                                                             'pell_median_earnings': 26201,
                                                                             'working_not_enrolled': {'male_count': 29,
                                                                                                      'nonmale_count': 20,
                                                                                                      'nonpell_count': 22,
                                                                                                      'overall_count': 50,
                                                                                                      'pell_count': 27}},
                                                                    '4_yr': {'male_median_earnings': 47271,
                                                                             'nonmale_median_earnings': 46336,
                                                                             'nonpell_median_earnings': 46683,
                                                                             'not_working_not_enrolled': {'overall_count': 2},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': 22,
                                                                             'overall_median_earnings': 47167,
                                                                             'pell_median_earnings': 47178,
                                                                             'working_not_enrolled': {'male_count': 37,
                                                                                                      'nonmale_count': 26,
                                                                                                      'nonpell_count': 31,
                                                                                                      'overall_count': 62,
                                                                                                      'pell_count': 31}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 6},
                                                                                         'overall_count_over_poverty_line': 40,
                                                                                         'overall_median_earnings': 30190,
                                                                                         'working_not_enrolled': {'overall_count': 55}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': 4},
                                                                                         'overall_count_over_poverty_line': 35,
                                                                                         'overall_median_earnings': 30988,
                                                                                         'working_not_enrolled': {'overall_count': 46}},
                                                                                '3_yr': {'male_median_earnings': 42168,
                                                                                         'nonmale_median_earnings': 31006,
                                                                                         'nonpell_median_earnings': 30019,
                                                                                         'not_enrolled': {'male_count': 28,
                                                                                                          'nonmale_count': 20,
                                                                                                          'nonpell_count': 21,
                                                                                                          'overall_count': 49,
                                                                                                          'pell_count': 28},
                                                                                         'overall_count_over_poverty_line': 33,
                                                                                         'overall_median_earnings': 38197,
                                                                                         'pell_median_earnings': 41506,
                                                                                         'working_not_enrolled': {'overall_count': 39}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': 63,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'},
                                                                     '2_yr_bb_fed_comp': {'count': 56,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '0.20 '
                                                                                                       '- '
                                                                                                       '0.39',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.20 '
                                                                                                         '- '
                                                                                                         '0.39',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '<=0.20'},
                                                                     '3_yr_bb_fed_comp': {'count': 64,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '<=0.20',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '0.20 '
                                                                                                            '- '
                                                                                                            '0.39',
                                                                                          'noprogress': '<=0.20'},
                                                                     '4_yr_bb_fed_comp': {'count': 64,
                                                                                          'default': '<=0.20',
                                                                                          'deferment': '<=0.20',
                                                                                          'delinquent': '<=0.20',
                                                                                          'discharge': '<=0.20',
                                                                                          'forbearance': '0.40 '
                                                                                                         '- '
                                                                                                         '0.59',
                                                                                          'fullypaid': '<=0.20',
                                                                                          'makingprogress': '<=0.20',
                                                                                          'noprogress': '<=0.20'}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'History.',
                                                       'unit_id': 100751},
                                                      {'code': '5401',
                                                       'counts': {'ipeds_awards1': 14,
                                                                  'ipeds_awards2': 8},
                                                       'credential': {'level': 5,
                                                                      'title': "Master's "
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'History.',
                                                       'unit_id': 100751},
                                                      {'code': '5401',
                                                       'counts': {'ipeds_awards1': 2,
                                                                  'ipeds_awards2': 1},
                                                       'credential': {'level': 6,
                                                                      'title': 'Doctoral '
                                                                               'Degree'},
                                                       'debt': {'parent_plus': {'all': {'all_inst': {'average': None,
                                                                                                     'count': None,
                                                                                                     'median': None,
                                                                                                     'median_payment': None},
                                                                                        'eval_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None,
                                                                                                      'median_payment': None}},
                                                                                'male': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}},
                                                                                'not_male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'not_pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                'pell': {'all_inst': {'average': None,
                                                                                                      'count': None,
                                                                                                      'median': None},
                                                                                         'eval_inst': {'average': None,
                                                                                                       'count': None,
                                                                                                       'median': None}}},
                                                                'staff_grad_plus': {'all': {'all_inst': {'average': None,
                                                                                                         'count': None,
                                                                                                         'median': None,
                                                                                                         'median_payment': None},
                                                                                            'eval_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None,
                                                                                                          'median_payment': None}},
                                                                                    'male': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}},
                                                                                    'not_male': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'not_pell': {'all_inst': {'average': None,
                                                                                                              'count': None,
                                                                                                              'median': None},
                                                                                                 'eval_inst': {'average': None,
                                                                                                               'count': None,
                                                                                                               'median': None}},
                                                                                    'pell': {'all_inst': {'average': None,
                                                                                                          'count': None,
                                                                                                          'median': None},
                                                                                             'eval_inst': {'average': None,
                                                                                                           'count': None,
                                                                                                           'median': None}}}},
                                                       'distance': 1,
                                                       'earnings': {'1_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    '4_yr': {'male_median_earnings': None,
                                                                             'nonmale_median_earnings': None,
                                                                             'nonpell_median_earnings': None,
                                                                             'not_working_not_enrolled': {'overall_count': 0},
                                                                             'overall_count_awarded_higher_credential': None,
                                                                             'overall_count_more_than_HS_Grad': None,
                                                                             'overall_count_working_in_institution_state': None,
                                                                             'overall_median_earnings': None,
                                                                             'pell_median_earnings': None,
                                                                             'working_not_enrolled': {'male_count': None,
                                                                                                      'nonmale_count': None,
                                                                                                      'nonpell_count': None,
                                                                                                      'overall_count': None,
                                                                                                      'pell_count': None}},
                                                                    'highest': {'1_yr': {'not_working_not_enrolled': {'overall_count': 0},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '2_yr': {'not_working_not_enrolled': {'overall_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}},
                                                                                '3_yr': {'male_median_earnings': None,
                                                                                         'nonmale_median_earnings': None,
                                                                                         'nonpell_median_earnings': None,
                                                                                         'not_enrolled': {'male_count': None,
                                                                                                          'nonmale_count': None,
                                                                                                          'nonpell_count': None,
                                                                                                          'overall_count': None,
                                                                                                          'pell_count': None},
                                                                                         'overall_count_over_poverty_line': None,
                                                                                         'overall_median_earnings': None,
                                                                                         'pell_median_earnings': None,
                                                                                         'working_not_enrolled': {'overall_count': None}}}},
                                                       'ope6_id': '001051',
                                                       'repayment': {'1_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '2_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '3_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None},
                                                                     '4_yr_bb_fed_comp': {'count': None,
                                                                                          'default': None,
                                                                                          'deferment': None,
                                                                                          'delinquent': None,
                                                                                          'discharge': None,
                                                                                          'forbearance': None,
                                                                                          'fullypaid': None,
                                                                                          'makingprogress': None,
                                                                                          'noprogress': None}},
                                                       'school': {'main_campus': 1,
                                                                  'name': 'The '
                                                                          'University '
                                                                          'of '
                                                                          'Alabama',
                                                                  'type': 'Public'},
                                                       'title': 'History.',
                                                       'unit_id': 100751}]},
                         'repayment': {'10_yr_db_fed_repayment': {'gr': {'count': 2056,
                                                                         'denominator': 69445958,
                                                                         'numerator': 62472503,
                                                                         'rate': 0.89958443657728},
                                                                  'ug': {'count': 6685,
                                                                         'denominator': 99895283,
                                                                         'numerator': 78989085,
                                                                         'rate': 0.79071886707603}},
                                       '10_yr_db_pp_repayment': {'ug': {'count': 1078,
                                                                        'denominator': 23648755,
                                                                        'numerator': 16028680,
                                                                        'rate': 0.67778113477855}},
                                       '1_yr_bb_fed_repayment': {'dependent': {'count': 11047,
                                                                               'default': '<=0.02',
                                                                               'deferment': '0.13-0.14',
                                                                               'delinquent': '<=0.02',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': '0.51-0.52',
                                                                               'fullypaid': '0.07-0.08',
                                                                               'makingprogress': '0.09-0.10',
                                                                               'noprogress': '0.15-0.16'},
                                                                 'gr': {'count': 2139,
                                                                        'default': 0,
                                                                        'deferment': 0.06,
                                                                        'delinquent': 0.02,
                                                                        'discharge': 0.01,
                                                                        'forbearance': 0.54,
                                                                        'fullypaid': 0.06,
                                                                        'makingprogress': 0.07,
                                                                        'noprogress': 0.26},
                                                                 'grcomp': {'count': 1353,
                                                                            'default': '<=0.01',
                                                                            'deferment': 0.03,
                                                                            'delinquent': 0.02,
                                                                            'discharge': '<=0.01',
                                                                            'forbearance': 0.54,
                                                                            'fullypaid': 0.05,
                                                                            'makingprogress': 0.07,
                                                                            'noprogress': 0.28},
                                                                 'grnocomp': {'count': 667,
                                                                              'default': '<=0.10',
                                                                              'deferment': 0.1,
                                                                              'delinquent': '<=0.10',
                                                                              'discharge': '<=0.10',
                                                                              'forbearance': 0.5,
                                                                              'fullypaid': '<=0.10',
                                                                              'makingprogress': '<=0.10',
                                                                              'noprogress': 0.1},
                                                                 'independent': {'count': 796,
                                                                                 'default': '<=0.02',
                                                                                 'deferment': '0.09-0.10',
                                                                                 'delinquent': '<=0.02',
                                                                                 'discharge': '<=0.02',
                                                                                 'forbearance': '0.55-0.56',
                                                                                 'fullypaid': '0.05-0.06',
                                                                                 'makingprogress': '0.07-0.08',
                                                                                 'noprogress': '0.17-0.18'},
                                                                 'male': {'count': 4602,
                                                                          'default': '0.00',
                                                                          'deferment': '0.11',
                                                                          'delinquent': '0.02',
                                                                          'discharge': '0.00',
                                                                          'forbearance': '0.53',
                                                                          'fullypaid': '0.09',
                                                                          'makingprogress': '0.11',
                                                                          'noprogress': '0.14'},
                                                                 'non_male': {'count': 7241,
                                                                              'default': '0.00',
                                                                              'deferment': '0.14',
                                                                              'delinquent': '0.02',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.52',
                                                                              'fullypaid': '0.08',
                                                                              'makingprogress': '0.09',
                                                                              'noprogress': '0.15'},
                                                                 'non_pell': {'count': 5670,
                                                                              'default': '0.00',
                                                                              'deferment': '0.12',
                                                                              'delinquent': '0.02',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.48',
                                                                              'fullypaid': '0.12',
                                                                              'makingprogress': '0.12',
                                                                              'noprogress': '0.14'},
                                                                 'pell': {'count': 6173,
                                                                          'default': '0.00',
                                                                          'deferment': '0.14',
                                                                          'delinquent': '0.02',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.56',
                                                                          'fullypaid': '0.05',
                                                                          'makingprogress': '0.07',
                                                                          'noprogress': '0.15'},
                                                                 'ug': {'count': 10092,
                                                                        'default': 0,
                                                                        'deferment': 0.14,
                                                                        'delinquent': 0.02,
                                                                        'discharge': 0,
                                                                        'forbearance': 0.52,
                                                                        'fullypaid': 0.08,
                                                                        'makingprogress': 0.1,
                                                                        'noprogress': 0.13},
                                                                 'ugcomp': {'count': 5823,
                                                                            'default': 0,
                                                                            'deferment': 0.1,
                                                                            'delinquent': 0.02,
                                                                            'discharge': 0,
                                                                            'forbearance': 0.52,
                                                                            'fullypaid': 0.07,
                                                                            'makingprogress': 0.13,
                                                                            'noprogress': 0.15},
                                                                 'ugnocomp': {'count': 4095,
                                                                              'default': '<=0.10',
                                                                              'deferment': 0.2,
                                                                              'delinquent': '<=0.10',
                                                                              'discharge': '<=0.10',
                                                                              'forbearance': 0.5,
                                                                              'fullypaid': '<=0.10',
                                                                              'makingprogress': '<=0.10',
                                                                              'noprogress': '<=0.10'},
                                                                 'ugunkcomp': {'count': 174,
                                                                               'default': '<=0.10',
                                                                               'deferment': '<=0.10',
                                                                               'delinquent': '<=0.10',
                                                                               'discharge': '<=0.10',
                                                                               'forbearance': 0.4,
                                                                               'fullypaid': '<=0.10',
                                                                               'makingprogress': '<=0.10',
                                                                               'noprogress': 0.3}},
                                       '1_yr_bb_pp_repayment': {'dependent': {'count': None,
                                                                              'default': None,
                                                                              'deferment': None,
                                                                              'delinquent': None,
                                                                              'discharge': None,
                                                                              'forbearance': None,
                                                                              'fullypaid': None,
                                                                              'makingprogress': None,
                                                                              'noprogress': None},
                                                                'independent': {'count': None,
                                                                                'default': None,
                                                                                'deferment': None,
                                                                                'delinquent': None,
                                                                                'discharge': None,
                                                                                'forbearance': None,
                                                                                'fullypaid': None,
                                                                                'makingprogress': None,
                                                                                'noprogress': None},
                                                                'male': {'count': 980,
                                                                         'default': '<=0.02',
                                                                         'deferment': '0.15-0.16',
                                                                         'delinquent': '<=0.02',
                                                                         'discharge': '0.03-0.04',
                                                                         'forbearance': '0.53-0.54',
                                                                         'fullypaid': '0.07-0.08',
                                                                         'makingprogress': '<=0.02',
                                                                         'noprogress': '0.15-0.16'},
                                                                'non_male': {'count': 1876,
                                                                             'default': '<=0.02',
                                                                             'deferment': '0.17-0.18',
                                                                             'delinquent': '<=0.02',
                                                                             'discharge': '0.03-0.04',
                                                                             'forbearance': '0.55-0.56',
                                                                             'fullypaid': '0.05-0.06',
                                                                             'makingprogress': '0.03-0.04',
                                                                             'noprogress': '0.13-0.14'},
                                                                'non_pell': {'count': 1567,
                                                                             'default': '<=0.01',
                                                                             'deferment': '0.17',
                                                                             'delinquent': '0.02',
                                                                             'discharge': '0.02',
                                                                             'forbearance': '0.51',
                                                                             'fullypaid': '0.10',
                                                                             'makingprogress': '0.04',
                                                                             'noprogress': '0.15'},
                                                                'pell': {'count': 1289,
                                                                         'default': '<=0.01',
                                                                         'deferment': '0.18',
                                                                         'delinquent': '0.02',
                                                                         'discharge': '0.04',
                                                                         'forbearance': '0.58',
                                                                         'fullypaid': '0.03',
                                                                         'makingprogress': '0.02',
                                                                         'noprogress': '0.12'},
                                                                'ug': {'count': 2856,
                                                                       'default': 0,
                                                                       'deferment': 0.17,
                                                                       'delinquent': 0.02,
                                                                       'discharge': 0.03,
                                                                       'forbearance': 0.54,
                                                                       'fullypaid': 0.07,
                                                                       'makingprogress': 0.03,
                                                                       'noprogress': 0.14},
                                                                'ugcomp': {'count': 1709,
                                                                           'default': '<=0.01',
                                                                           'deferment': 0.11,
                                                                           'delinquent': 0.02,
                                                                           'discharge': 0.03,
                                                                           'forbearance': 0.58,
                                                                           'fullypaid': 0.07,
                                                                           'makingprogress': 0.03,
                                                                           'noprogress': 0.15},
                                                                'ugnocomp': {'count': 1108,
                                                                             'default': None,
                                                                             'deferment': 0.2,
                                                                             'delinquent': None,
                                                                             'discharge': '<=0.20',
                                                                             'forbearance': 0.4,
                                                                             'fullypaid': None,
                                                                             'makingprogress': None,
                                                                             'noprogress': None},
                                                                'ugunkcomp': {'count': 39,
                                                                              'default': None,
                                                                              'deferment': None,
                                                                              'delinquent': None,
                                                                              'discharge': None,
                                                                              'forbearance': 0.4,
                                                                              'fullypaid': None,
                                                                              'makingprogress': None,
                                                                              'noprogress': None}},
                                       '1_yr_db_fed_repayment': {'gr': {'count': 2145,
                                                                        'denominator': 76112632,
                                                                        'numerator': 80521043,
                                                                        'rate': 1.05791957109038},
                                                                 'gr_completer': {'count': 1359,
                                                                                  'denominator': 53996260,
                                                                                  'numerator': 56769311,
                                                                                  'rate': 1.05135635319927},
                                                                 'gr_noncompleter': {'count': 667,
                                                                                     'denominator': 19163630,
                                                                                     'numerator': 20393525,
                                                                                     'rate': 1.0641786029056},
                                                                 'ug': {'count': 10106,
                                                                        'denominator': 172718811,
                                                                        'numerator': 168845245,
                                                                        'rate': 0.97757299290347},
                                                                 'ug_completer': {'count': 5831,
                                                                                  'denominator': 124224533,
                                                                                  'numerator': 121254180,
                                                                                  'rate': 0.97608883746014},
                                                                 'ug_completer_unknown': {'count': 175,
                                                                                          'denominator': 1115794,
                                                                                          'numerator': 1234463,
                                                                                          'rate': 1.10635386101735},
                                                                 'ug_noncompleter': {'count': 4100,
                                                                                     'denominator': 47378484,
                                                                                     'numerator': 46356602,
                                                                                     'rate': 0.97843151756396}},
                                       '1_yr_db_pp_repayment': {'ug': {'count': 2761,
                                                                       'denominator': 161881915,
                                                                       'numerator': 172273574,
                                                                       'rate': 1.06419283463504},
                                                                'ug_completer': {'count': 1629,
                                                                                 'denominator': 113824291,
                                                                                 'numerator': 120734867,
                                                                                 'rate': 1.06071266457526},
                                                                'ug_completer_unknown': {'count': 40,
                                                                                         'denominator': 1177808,
                                                                                         'numerator': 1294709,
                                                                                         'rate': 1.09925301916781},
                                                                'ug_noncompleter': {'count': 1092,
                                                                                    'denominator': 46879816,
                                                                                    'numerator': 50243998,
                                                                                    'rate': 1.07176184309255}},
                                       '1_yr_repayment': {'completers': 3889,
                                                          'completers_rate': 0.6572383646,
                                                          'dependent_students': 5909,
                                                          'dependent_students_rate': 0.5806397021,
                                                          'female_students': 3939,
                                                          'female_students_rate': 0.5379537954,
                                                          'first_generation_students': 2110,
                                                          'first_generation_students_rate': 0.4990521327,
                                                          'high_income': 2797,
                                                          'income': {'0_30000': 0.4064794816,
                                                                     '30000_75000': 0.5387994143,
                                                                     'greater_than_75000': 0.6685734716},
                                                          'independent_students': 1252,
                                                          'independent_students_rate': 0.3865814696,
                                                          'low_income': 2315,
                                                          'male_students': 3222,
                                                          'male_students_rate': 0.5574177529,
                                                          'middle_income': 2049,
                                                          'no_pell_grant': 3144,
                                                          'no_pell_grant_rate': 0.6711195929,
                                                          'non_first_generation_students': 5051,
                                                          'non_first_generation_students_rate': 0.5666204712,
                                                          'noncompleters': 3272,
                                                          'noncompleters_rate': 0.4153422983,
                                                          'overall': 7161,
                                                          'pell_grant': 4017,
                                                          'pell_grant_rate': 0.4493403037},
                                       '20_yr_db_fed_repayment': {'gr': {'count': 1391,
                                                                         'denominator': 31002378,
                                                                         'numerator': 15373825,
                                                                         'rate': 0.49589179900974},
                                                                  'ug': {'count': 4828,
                                                                         'denominator': 59111123,
                                                                         'numerator': 32500958,
                                                                         'rate': 0.54982812625637}},
                                       '20_yr_db_pp_repayment': {'ug': {'count': 1016,
                                                                        'denominator': 10627761,
                                                                        'numerator': 4373498,
                                                                        'rate': 0.4115164050076}},
                                       '2_yr_bb_fed_repayment': {'dependent': {'count': 10594,
                                                                               'default': '0.03-0.04',
                                                                               'deferment': '0.13-0.14',
                                                                               'delinquent': '<=0.02',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': '0.21-0.22',
                                                                               'fullypaid': '0.11-0.12',
                                                                               'makingprogress': '0.23-0.24',
                                                                               'noprogress': '0.23-0.24'},
                                                                 'gr': {'count': 2159,
                                                                        'default': 0.02,
                                                                        'deferment': 0.08,
                                                                        'delinquent': 0.02,
                                                                        'discharge': 0.01,
                                                                        'forbearance': 0.21,
                                                                        'fullypaid': 0.09,
                                                                        'makingprogress': 0.16,
                                                                        'noprogress': 0.42},
                                                                 'grcomp': {'count': 1378,
                                                                            'default': 0.02,
                                                                            'deferment': 0.06,
                                                                            'delinquent': 0.02,
                                                                            'discharge': '<=0.01',
                                                                            'forbearance': 0.18,
                                                                            'fullypaid': 0.08,
                                                                            'makingprogress': 0.19,
                                                                            'noprogress': 0.45},
                                                                 'grnocomp': {'count': 567,
                                                                              'default': '<=0.05',
                                                                              'deferment': 0.1,
                                                                              'delinquent': '<=0.05',
                                                                              'discharge': '<=0.05',
                                                                              'forbearance': 0.25,
                                                                              'fullypaid': 0.1,
                                                                              'makingprogress': 0.05,
                                                                              'noprogress': 0.3},
                                                                 'independent': {'count': 949,
                                                                                 'default': '0.03-0.04',
                                                                                 'deferment': '0.07-0.08',
                                                                                 'delinquent': '<=0.02',
                                                                                 'discharge': '<=0.02',
                                                                                 'forbearance': '0.27-0.28',
                                                                                 'fullypaid': '0.07-0.08',
                                                                                 'makingprogress': '0.19-0.20',
                                                                                 'noprogress': '0.29-0.30'},
                                                                 'male': {'count': 4618,
                                                                          'default': '0.05',
                                                                          'deferment': '0.11',
                                                                          'delinquent': '0.02',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.21',
                                                                          'fullypaid': '0.11',
                                                                          'makingprogress': '0.26',
                                                                          'noprogress': '0.22'},
                                                                 'non_male': {'count': 6925,
                                                                              'default': '0.04',
                                                                              'deferment': '0.15',
                                                                              'delinquent': '0.02',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.22',
                                                                              'fullypaid': '0.10',
                                                                              'makingprogress': '0.21',
                                                                              'noprogress': '0.25'},
                                                                 'non_pell': {'count': 5200,
                                                                              'default': '0.02',
                                                                              'deferment': '0.12',
                                                                              'delinquent': '0.02',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.16',
                                                                              'fullypaid': '0.16',
                                                                              'makingprogress': '0.30',
                                                                              'noprogress': '0.21'},
                                                                 'pell': {'count': 6343,
                                                                          'default': '0.06',
                                                                          'deferment': '0.15',
                                                                          'delinquent': '0.02',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.27',
                                                                          'fullypaid': '0.06',
                                                                          'makingprogress': '0.17',
                                                                          'noprogress': '0.27'},
                                                                 'ug': {'count': 9718,
                                                                        'default': 0.05,
                                                                        'deferment': 0.14,
                                                                        'delinquent': 0.02,
                                                                        'discharge': 0,
                                                                        'forbearance': 0.22,
                                                                        'fullypaid': 0.11,
                                                                        'makingprogress': 0.24,
                                                                        'noprogress': 0.21},
                                                                 'ugcomp': {'count': 5537,
                                                                            'default': 0.02,
                                                                            'deferment': 0.11,
                                                                            'delinquent': 0.02,
                                                                            'discharge': 0,
                                                                            'forbearance': 0.19,
                                                                            'fullypaid': 0.11,
                                                                            'makingprogress': 0.32,
                                                                            'noprogress': 0.23},
                                                                 'ugnocomp': {'count': 3489,
                                                                              'default': 0.09,
                                                                              'deferment': 0.19,
                                                                              'delinquent': 0.03,
                                                                              'discharge': '<=0.02',
                                                                              'forbearance': 0.27,
                                                                              'fullypaid': 0.11,
                                                                              'makingprogress': 0.11,
                                                                              'noprogress': 0.15},
                                                                 'ugunkcomp': {'count': 692,
                                                                               'default': 0.03,
                                                                               'deferment': 0.13,
                                                                               'delinquent': '<=0.02',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': 0.17,
                                                                               'fullypaid': 0.09,
                                                                               'makingprogress': 0.19,
                                                                               'noprogress': 0.31}},
                                       '2_yr_bb_fed_repayment_suppressed': {'ug': {'count': 9255,
                                                                                   'default': 0.04473257698541,
                                                                                   'deferment': 0.1537547271745,
                                                                                   'delinquent': 0.03090221501891,
                                                                                   'discharge': 0.00432198811453,
                                                                                   'forbearance': 0.14586709886548,
                                                                                   'fullypaid': 0.10167477039438,
                                                                                   'makingprogress': 0.26061588330632,
                                                                                   'noprogress': 0.25813074014046},
                                                                            'ugcomp': {'count': 5219,
                                                                                       'default': None,
                                                                                       'deferment': 0.11975474228779,
                                                                                       'delinquent': 0.02414255604522,
                                                                                       'discharge': None,
                                                                                       'forbearance': 0.10653381873922,
                                                                                       'fullypaid': 0.0988695152328,
                                                                                       'makingprogress': 0.34604330331481,
                                                                                       'noprogress': 0.28760298907837}},
                                       '2_yr_bb_pp_repayment': {'dependent': {'count': None,
                                                                              'default': None,
                                                                              'deferment': None,
                                                                              'delinquent': None,
                                                                              'discharge': None,
                                                                              'forbearance': None,
                                                                              'fullypaid': None,
                                                                              'makingprogress': None,
                                                                              'noprogress': None},
                                                                'independent': {'count': None,
                                                                                'default': None,
                                                                                'deferment': None,
                                                                                'delinquent': None,
                                                                                'discharge': None,
                                                                                'forbearance': None,
                                                                                'fullypaid': None,
                                                                                'makingprogress': None,
                                                                                'noprogress': None},
                                                                'male': {'count': 879,
                                                                         'default': '0.05-0.06',
                                                                         'deferment': '0.13-0.14',
                                                                         'delinquent': '<=0.02',
                                                                         'discharge': '0.03-0.04',
                                                                         'forbearance': '0.27-0.28',
                                                                         'fullypaid': '0.11-0.12',
                                                                         'makingprogress': '0.15-0.16',
                                                                         'noprogress': '0.23-0.24'},
                                                                'non_male': {'count': 1468,
                                                                             'default': '0.05-0.06',
                                                                             'deferment': '0.15-0.16',
                                                                             'delinquent': '0.03-0.04',
                                                                             'discharge': '0.03-0.04',
                                                                             'forbearance': '0.27-0.28',
                                                                             'fullypaid': '0.09-0.10',
                                                                             'makingprogress': '0.13-0.14',
                                                                             'noprogress': '0.23-0.24'},
                                                                'non_pell': {'count': 1227,
                                                                             'default': '0.03',
                                                                             'deferment': '0.12',
                                                                             'delinquent': '0.02',
                                                                             'discharge': '0.03',
                                                                             'forbearance': '0.21',
                                                                             'fullypaid': '0.15',
                                                                             'makingprogress': '0.18',
                                                                             'noprogress': '0.26'},
                                                                'pell': {'count': 1120,
                                                                         'default': '0.08',
                                                                         'deferment': '0.18',
                                                                         'delinquent': '0.03',
                                                                         'discharge': '0.04',
                                                                         'forbearance': '0.33',
                                                                         'fullypaid': '0.05',
                                                                         'makingprogress': '0.10',
                                                                         'noprogress': '0.20'},
                                                                'ug': {'count': 2347,
                                                                       'default': 0.06,
                                                                       'deferment': 0.15,
                                                                       'delinquent': 0.02,
                                                                       'discharge': 0.03,
                                                                       'forbearance': 0.27,
                                                                       'fullypaid': 0.1,
                                                                       'makingprogress': 0.14,
                                                                       'noprogress': 0.23},
                                                                'ugcomp': {'count': 1394,
                                                                           'default': 0.05,
                                                                           'deferment': 0.11,
                                                                           'delinquent': 0.03,
                                                                           'discharge': 0.03,
                                                                           'forbearance': 0.25,
                                                                           'fullypaid': 0.1,
                                                                           'makingprogress': 0.16,
                                                                           'noprogress': 0.26},
                                                                'ugnocomp': {'count': 759,
                                                                             'default': '<=0.10',
                                                                             'deferment': 0.2,
                                                                             'delinquent': '<=0.10',
                                                                             'discharge': '<=0.10',
                                                                             'forbearance': 0.3,
                                                                             'fullypaid': '<=0.10',
                                                                             'makingprogress': '<=0.10',
                                                                             'noprogress': 0.1},
                                                                'ugunkcomp': {'count': 194,
                                                                              'default': '<=0.10',
                                                                              'deferment': '<=0.10',
                                                                              'delinquent': '<=0.10',
                                                                              'discharge': '<=0.10',
                                                                              'forbearance': 0.2,
                                                                              'fullypaid': 0.1,
                                                                              'makingprogress': 0.1,
                                                                              'noprogress': 0.2}},
                                       '2_yr_default_rate': 0.066,
                                       '2_yr_default_rate_denom': 4678,
                                       '3_yr_bb_fed_repayment': {'dependent': {'count': 10312,
                                                                               'default': '0.05-0.06',
                                                                               'deferment': '0.11-0.12',
                                                                               'delinquent': '<=0.02',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': '0.21-0.22',
                                                                               'fullypaid': '0.13-0.14',
                                                                               'makingprogress': '0.23-0.24',
                                                                               'noprogress': '0.23-0.24'},
                                                                 'gr': {'count': 2213,
                                                                        'default': '0.02',
                                                                        'deferment': '0.07',
                                                                        'delinquent': '0.02',
                                                                        'discharge': '0.01',
                                                                        'forbearance': '0.18',
                                                                        'fullypaid': '0.11',
                                                                        'makingprogress': '0.18',
                                                                        'noprogress': '0.41'},
                                                                 'grcomp': {'count': 1438,
                                                                            'default': '0.02',
                                                                            'deferment': '0.04',
                                                                            'delinquent': '0.02',
                                                                            'discharge': '<=0.01',
                                                                            'forbearance': '0.16',
                                                                            'fullypaid': '0.11',
                                                                            'makingprogress': '0.20',
                                                                            'noprogress': '0.45'},
                                                                 'grnocomp': {'count': 593,
                                                                              'default': '<=0.10',
                                                                              'deferment': '<=0.10',
                                                                              'delinquent': '<=0.10',
                                                                              'discharge': '<=0.10',
                                                                              'forbearance': '0.20-0.29',
                                                                              'fullypaid': '0.10-0.19',
                                                                              'makingprogress': '0.10-0.19',
                                                                              'noprogress': '0.30-0.39'},
                                                                 'independent': {'count': 983,
                                                                                 'default': '0.03-0.04',
                                                                                 'deferment': '0.07-0.08',
                                                                                 'delinquent': '<=0.02',
                                                                                 'discharge': '<=0.02',
                                                                                 'forbearance': '0.23-0.24',
                                                                                 'fullypaid': '0.09-0.10',
                                                                                 'makingprogress': '0.21-0.22',
                                                                                 'noprogress': '0.29-0.30'},
                                                                 'male': {'count': 4555,
                                                                          'default': '0.05',
                                                                          'deferment': '0.10',
                                                                          'delinquent': '0.02',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.21',
                                                                          'fullypaid': '0.13',
                                                                          'makingprogress': '0.25',
                                                                          'noprogress': '0.22'},
                                                                 'non_male': {'count': 6740,
                                                                              'default': '0.04',
                                                                              'deferment': '0.13',
                                                                              'delinquent': '0.02',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.23',
                                                                              'fullypaid': '0.12',
                                                                              'makingprogress': '0.21',
                                                                              'noprogress': '0.24'},
                                                                 'non_pell': {'count': 4918,
                                                                              'default': '0.02',
                                                                              'deferment': '0.10',
                                                                              'delinquent': '0.02',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.16',
                                                                              'fullypaid': '0.20',
                                                                              'makingprogress': '0.30',
                                                                              'noprogress': '0.20'},
                                                                 'pell': {'count': 6377,
                                                                          'default': '0.07',
                                                                          'deferment': '0.13',
                                                                          'delinquent': '0.02',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.27',
                                                                          'fullypaid': '0.07',
                                                                          'makingprogress': '0.17',
                                                                          'noprogress': '0.26'},
                                                                 'ug': {'count': 9425,
                                                                        'default': '0.05',
                                                                        'deferment': '0.13',
                                                                        'delinquent': '0.02',
                                                                        'discharge': '0.01',
                                                                        'forbearance': '0.23',
                                                                        'fullypaid': '0.13',
                                                                        'makingprogress': '0.24',
                                                                        'noprogress': '0.20'},
                                                                 'ugcomp': {'count': 5311,
                                                                            'default': '0.02',
                                                                            'deferment': '0.10',
                                                                            'delinquent': '0.02',
                                                                            'discharge': '0.00',
                                                                            'forbearance': '0.20',
                                                                            'fullypaid': '0.13',
                                                                            'makingprogress': '0.32',
                                                                            'noprogress': '0.21'},
                                                                 'ugnocomp': {'count': 3208,
                                                                              'default': '0.11-0.12',
                                                                              'deferment': '0.17-0.18',
                                                                              'delinquent': '0.03-0.04',
                                                                              'discharge': '<=0.02',
                                                                              'forbearance': '0.27-0.28',
                                                                              'fullypaid': '0.11-0.12',
                                                                              'makingprogress': '0.11-0.12',
                                                                              'noprogress': '0.15-0.16'},
                                                                 'ugunkcomp': {'count': 906,
                                                                               'default': '0.03-0.04',
                                                                               'deferment': '0.13-0.14',
                                                                               'delinquent': '0.03-0.04',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': '0.23-0.24',
                                                                               'fullypaid': '0.13-0.14',
                                                                               'makingprogress': '0.17-0.18',
                                                                               'noprogress': '0.23-0.24'}},
                                       '3_yr_bb_pp_repayment': {'dependent': {'count': None,
                                                                              'default': None,
                                                                              'deferment': None,
                                                                              'delinquent': None,
                                                                              'discharge': None,
                                                                              'forbearance': None,
                                                                              'fullypaid': None,
                                                                              'makingprogress': None,
                                                                              'noprogress': None},
                                                                'independent': {'count': None,
                                                                                'default': None,
                                                                                'deferment': None,
                                                                                'delinquent': None,
                                                                                'discharge': None,
                                                                                'forbearance': None,
                                                                                'fullypaid': None,
                                                                                'makingprogress': None,
                                                                                'noprogress': None},
                                                                'male': {'count': 819,
                                                                         'default': '0.07-0.08',
                                                                         'deferment': '0.09-0.10',
                                                                         'delinquent': '0.03-0.04',
                                                                         'discharge': '0.03-0.04',
                                                                         'forbearance': '0.25-0.26',
                                                                         'fullypaid': '0.15-0.16',
                                                                         'makingprogress': '0.15-0.16',
                                                                         'noprogress': '0.19-0.20'},
                                                                'non_male': {'count': 1325,
                                                                             'default': '0.05-0.06',
                                                                             'deferment': '0.11-0.12',
                                                                             'delinquent': '0.03-0.04',
                                                                             'discharge': '0.05-0.06',
                                                                             'forbearance': '0.25-0.26',
                                                                             'fullypaid': '0.13-0.14',
                                                                             'makingprogress': '0.17-0.18',
                                                                             'noprogress': '0.19-0.20'},
                                                                'non_pell': {'count': 1082,
                                                                             'default': '0.03',
                                                                             'deferment': '0.09',
                                                                             'delinquent': '0.02',
                                                                             'discharge': '0.03',
                                                                             'forbearance': '0.21',
                                                                             'fullypaid': '0.20',
                                                                             'makingprogress': '0.21',
                                                                             'noprogress': '0.20'},
                                                                'pell': {'count': 1062,
                                                                         'default': '0.10',
                                                                         'deferment': '0.13',
                                                                         'delinquent': '0.03',
                                                                         'discharge': '0.06',
                                                                         'forbearance': '0.31',
                                                                         'fullypaid': '0.07',
                                                                         'makingprogress': '0.11',
                                                                         'noprogress': '0.18'},
                                                                'ug': {'count': 2144,
                                                                       'default': '0.07',
                                                                       'deferment': '0.11',
                                                                       'delinquent': '0.03',
                                                                       'discharge': '0.04',
                                                                       'forbearance': '0.26',
                                                                       'fullypaid': '0.14',
                                                                       'makingprogress': '0.16',
                                                                       'noprogress': '0.19'},
                                                                'ugcomp': {'count': 1276,
                                                                           'default': '0.05',
                                                                           'deferment': '0.08',
                                                                           'delinquent': '0.03',
                                                                           'discharge': '0.04',
                                                                           'forbearance': '0.26',
                                                                           'fullypaid': '0.15',
                                                                           'makingprogress': '0.18',
                                                                           'noprogress': '0.20'},
                                                                'ugnoncomp': {'count': 624,
                                                                              'default': '0.10-0.14',
                                                                              'deferment': '0.15-0.19',
                                                                              'delinquent': '<=0.05',
                                                                              'discharge': '<=0.05',
                                                                              'forbearance': '0.25-0.29',
                                                                              'fullypaid': '0.05-0.09',
                                                                              'makingprogress': '0.10-0.14',
                                                                              'noprogress': '0.15-0.19'},
                                                                'ugunkcomp': {'count': 244,
                                                                              'default': '<=0.05',
                                                                              'deferment': '0.05-0.09',
                                                                              'delinquent': '<=0.05',
                                                                              'discharge': '<=0.05',
                                                                              'forbearance': '0.20-0.24',
                                                                              'fullypaid': '0.15-0.19',
                                                                              'makingprogress': '0.15-0.19',
                                                                              'noprogress': '0.20-0.24'}},
                                       '3_yr_default_rate': 0.012,
                                       '3_yr_default_rate_denom': 6082,
                                       '3_yr_repayment': {'completers': 4025,
                                                          'completers_rate': 0.7118012422,
                                                          'dependent_students': 6302,
                                                          'dependent_students_rate': 0.63233894,
                                                          'female_students': 4221,
                                                          'female_students_rate': 0.5858801232,
                                                          'first_generation_students': 2204,
                                                          'first_generation_students_rate': 0.5558076225,
                                                          'high_income': 2975,
                                                          'income': {'0_30000': 0.4838445808,
                                                                     '30000_75000': 0.5830291971,
                                                                     'greater_than_75000': 0.7129411765},
                                                          'independent_students': 1310,
                                                          'independent_students_rate': 0.4557251908,
                                                          'low_income': 2445,
                                                          'male_students': 3391,
                                                          'male_students_rate': 0.6219404306,
                                                          'middle_income': 2192,
                                                          'no_pell_grant': 3327,
                                                          'no_pell_grant_rate': 0.7126540427,
                                                          'non_first_generation_students': 5408,
                                                          'non_first_generation_students_rate': 0.6207470414,
                                                          'noncompleters': 3587,
                                                          'noncompleters_rate': 0.4786729858,
                                                          'overall': 7612,
                                                          'pell_grant': 4285,
                                                          'pell_grant_rate': 0.5159859977},
                                       '3_yr_repayment_suppressed': {'completers': 0.7118012422,
                                                                     'dependent_students': 0.63233894,
                                                                     'female_students': 0.5858801232,
                                                                     'first_generation_students': 0.5558076225,
                                                                     'income': {'high_income': 0.7129411765,
                                                                                'low_income': 0.4838445808,
                                                                                'middle_income': 0.5830291971},
                                                                     'independent_students': 0.4557251908,
                                                                     'male_students': 0.6219404306,
                                                                     'no_pell_grant': 0.7126540427,
                                                                     'non_completers': 0.4786729858,
                                                                     'non_first_generation_students': 0.6207470414,
                                                                     'overall': 0.6019442985,
                                                                     'pell_grant': 0.5159859977},
                                       '4_yr_bb_fed_repayment': {'dependent': {'count': 10319,
                                                                               'default': '0.05-0.06',
                                                                               'deferment': '0.09-0.10',
                                                                               'delinquent': '<=0.02',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': '0.47-0.48',
                                                                               'fullypaid': '0.15-0.16',
                                                                               'makingprogress': '0.11-0.12',
                                                                               'noprogress': '0.09-0.10'},
                                                                 'gr': {'count': 2218,
                                                                        'default': '0.03',
                                                                        'deferment': '0.05',
                                                                        'delinquent': '0.01',
                                                                        'discharge': '0.01',
                                                                        'forbearance': '0.48',
                                                                        'fullypaid': '0.14',
                                                                        'makingprogress': '0.10',
                                                                        'noprogress': '0.20'},
                                                                 'grcomp': {'count': 1441,
                                                                            'default': '0.02',
                                                                            'deferment': '0.04',
                                                                            'delinquent': '<=0.01',
                                                                            'discharge': '<=0.01',
                                                                            'forbearance': '0.46',
                                                                            'fullypaid': '0.13',
                                                                            'makingprogress': '0.12',
                                                                            'noprogress': '0.21'},
                                                                 'grnocomp': {'count': 594,
                                                                              'default': '<=0.10',
                                                                              'deferment': '<=0.10',
                                                                              'delinquent': '<=0.10',
                                                                              'discharge': '<=0.10',
                                                                              'forbearance': '0.50-0.59',
                                                                              'fullypaid': '0.10-0.19',
                                                                              'makingprogress': '<=0.10',
                                                                              'noprogress': '0.10-0.19'},
                                                                 'independent': {'count': 984,
                                                                                 'default': '0.05-0.06',
                                                                                 'deferment': '0.05-0.06',
                                                                                 'delinquent': '<=0.02',
                                                                                 'discharge': '<=0.02',
                                                                                 'forbearance': '0.49-0.50',
                                                                                 'fullypaid': '0.11-0.12',
                                                                                 'makingprogress': '0.11-0.12',
                                                                                 'noprogress': '0.13-0.14'},
                                                                 'male': {'count': 4561,
                                                                          'default': '0.06',
                                                                          'deferment': '0.07',
                                                                          'delinquent': '0.01',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.48',
                                                                          'fullypaid': '0.16',
                                                                          'makingprogress': '0.11',
                                                                          'noprogress': '0.10'},
                                                                 'non_male': {'count': 6742,
                                                                              'default': '0.04',
                                                                              'deferment': '0.10',
                                                                              'delinquent': '0.01',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.48',
                                                                              'fullypaid': '0.15',
                                                                              'makingprogress': '0.11',
                                                                              'noprogress': '0.11'},
                                                                 'non_pell': {'count': 4923,
                                                                              'default': '0.02',
                                                                              'deferment': '0.07',
                                                                              'delinquent': '0.00',
                                                                              'discharge': '0.00',
                                                                              'forbearance': '0.42',
                                                                              'fullypaid': '0.24',
                                                                              'makingprogress': '0.15',
                                                                              'noprogress': '0.09'},
                                                                 'pell': {'count': 6380,
                                                                          'default': '0.07',
                                                                          'deferment': '0.10',
                                                                          'delinquent': '0.01',
                                                                          'discharge': '0.01',
                                                                          'forbearance': '0.52',
                                                                          'fullypaid': '0.09',
                                                                          'makingprogress': '0.08',
                                                                          'noprogress': '0.12'},
                                                                 'ug': {'count': 9430,
                                                                        'default': '0.05',
                                                                        'deferment': '0.10',
                                                                        'delinquent': '0.01',
                                                                        'discharge': '0.01',
                                                                        'forbearance': '0.48',
                                                                        'fullypaid': '0.16',
                                                                        'makingprogress': '0.11',
                                                                        'noprogress': '0.09'},
                                                                 'ugcomp': {'count': 5314,
                                                                            'default': '0.02',
                                                                            'deferment': '0.08',
                                                                            'delinquent': '0.01',
                                                                            'discharge': '0.00',
                                                                            'forbearance': '0.49',
                                                                            'fullypaid': '0.17',
                                                                            'makingprogress': '0.14',
                                                                            'noprogress': '0.09'},
                                                                 'ugnocomp': {'count': 3209,
                                                                              'default': '0.11-0.12',
                                                                              'deferment': '0.13-0.14',
                                                                              'delinquent': '<=0.02',
                                                                              'discharge': '<=0.02',
                                                                              'forbearance': '0.45-0.46',
                                                                              'fullypaid': '0.13-0.14',
                                                                              'makingprogress': '0.05-0.06',
                                                                              'noprogress': '0.07-0.08'},
                                                                 'ugunkcomp': {'count': 907,
                                                                               'default': '0.03-0.04',
                                                                               'deferment': '0.09-0.10',
                                                                               'delinquent': '<=0.02',
                                                                               'discharge': '<=0.02',
                                                                               'forbearance': '0.45-0.46',
                                                                               'fullypaid': '0.17-0.18',
                                                                               'makingprogress': '0.09-0.10',
                                                                               'noprogress': '0.11-0.12'}},
                                       '4_yr_bb_pp_repayment': {'dependent': {'count': None,
                                                                              'default': None,
                                                                              'deferment': None,
                                                                              'delinquent': None,
                                                                              'discharge': None,
                                                                              'forbearance': None,
                                                                              'fullypaid': None,
                                                                              'makingprogress': None,
                                                                              'noprogress': None},
                                                                'independent': {'count': None,
                                                                                'default': None,
                                                                                'deferment': None,
                                                                                'delinquent': None,
                                                                                'discharge': None,
                                                                                'forbearance': None,
                                                                                'fullypaid': None,
                                                                                'makingprogress': None,
                                                                                'noprogress': None},
                                                                'male': {'count': 819,
                                                                         'default': '0.07-0.08',
                                                                         'deferment': '0.05-0.06',
                                                                         'delinquent': '<=0.02',
                                                                         'discharge': '0.05-0.06',
                                                                         'forbearance': '0.47-0.48',
                                                                         'fullypaid': '0.17-0.18',
                                                                         'makingprogress': '0.07-0.08',
                                                                         'noprogress': '0.07-0.08'},
                                                                'non_male': {'count': 1324,
                                                                             'default': '0.07-0.08',
                                                                             'deferment': '0.09-0.10',
                                                                             'delinquent': '<=0.02',
                                                                             'discharge': '0.05-0.06',
                                                                             'forbearance': '0.47-0.48',
                                                                             'fullypaid': '0.15-0.16',
                                                                             'makingprogress': '0.07-0.08',
                                                                             'noprogress': '0.09-0.10'},
                                                                'non_pell': {'count': 1083,
                                                                             'default': '0.04',
                                                                             'deferment': '0.07',
                                                                             'delinquent': '<=0.01',
                                                                             'discharge': '0.04',
                                                                             'forbearance': '0.43',
                                                                             'fullypaid': '0.24',
                                                                             'makingprogress': '0.10',
                                                                             'noprogress': '0.08'},
                                                                'pell': {'count': 1060,
                                                                         'default': '0.11',
                                                                         'deferment': '0.08',
                                                                         'delinquent': '<=0.01',
                                                                         'discharge': '0.08',
                                                                         'forbearance': '0.51',
                                                                         'fullypaid': '0.09',
                                                                         'makingprogress': '0.05',
                                                                         'noprogress': '0.08'},
                                                                'ug': {'count': 2143,
                                                                       'default': '0.07',
                                                                       'deferment': '0.08',
                                                                       'delinquent': '0.01',
                                                                       'discharge': '0.06',
                                                                       'forbearance': '0.47',
                                                                       'fullypaid': '0.16',
                                                                       'makingprogress': '0.08',
                                                                       'noprogress': '0.08'},
                                                                'ugcomp': {'count': 1277,
                                                                           'default': '0.06',
                                                                           'deferment': '0.05',
                                                                           'delinquent': '<=0.01',
                                                                           'discharge': '0.05',
                                                                           'forbearance': '0.47',
                                                                           'fullypaid': '0.18',
                                                                           'makingprogress': '0.09',
                                                                           'noprogress': '0.09'},
                                                                'ugnocomp': {'count': 622,
                                                                             'default': '0.10-0.14',
                                                                             'deferment': '0.10-0.14',
                                                                             'delinquent': '<=0.05',
                                                                             'discharge': '0.05-0.09',
                                                                             'forbearance': '0.45-0.49',
                                                                             'fullypaid': '0.10-0.14',
                                                                             'makingprogress': '<=0.05',
                                                                             'noprogress': '0.05-0.09'},
                                                                'ugunkcomp': {'count': 244,
                                                                              'default': '<=0.05',
                                                                              'deferment': '0.05-0.09',
                                                                              'delinquent': '<=0.05',
                                                                              'discharge': '0.05-0.09',
                                                                              'forbearance': '0.45-0.49',
                                                                              'fullypaid': '0.20-0.24',
                                                                              'makingprogress': '0.05-0.09',
                                                                              'noprogress': '0.05-0.09'}},
                                       '4_yr_db_fed_repayment': {'gr': {'count': 2359,
                                                                        'denominator': 84559815,
                                                                        'numerator': 87660311,
                                                                        'rate': 1.03666630538394},
                                                                 'ug': {'count': 8972,
                                                                        'denominator': 155064257,
                                                                        'numerator': 147500006,
                                                                        'rate': 0.95121860352382},
                                                                 'ug_completer': {'count': 4647,
                                                                                  'denominator': 103303433,
                                                                                  'numerator': 93671820,
                                                                                  'rate': 0.90676386330742},
                                                                 'ug_completer_unknown': {'count': 2820,
                                                                                          'denominator': 32321994,
                                                                                          'numerator': 33567073,
                                                                                          'rate': 1.03852110733019},
                                                                 'ug_noncompleter': {'count': 1505,
                                                                                     'denominator': 19438830,
                                                                                     'numerator': 20261113,
                                                                                     'rate': 1.04230105412722}},
                                       '4_yr_db_pp_repayment': {'ug': {'count': 1906,
                                                                       'denominator': 75688589,
                                                                       'numerator': 71475201,
                                                                       'rate': 0.94433258625022},
                                                                'ug_completer': {'count': 1107,
                                                                                 'denominator': 52018172,
                                                                                 'numerator': 47655699,
                                                                                 'rate': 0.91613559584523},
                                                                'ug_completer_unknown': {'count': 575,
                                                                                         'denominator': 16703456,
                                                                                         'numerator': 16317751,
                                                                                         'rate': 0.97690867087625},
                                                                'ug_noncompleter': {'count': 224,
                                                                                    'denominator': 6966961,
                                                                                    'numerator': 7501751,
                                                                                    'rate': 1.07676087177752}},
                                       '5_yr_db_fed_repayment': {'gr': {'count': 2272,
                                                                        'denominator': 81995070,
                                                                        'numerator': 86367789,
                                                                        'rate': 1.05332904770981},
                                                                 'ug': {'count': 9217,
                                                                        'denominator': 162807854,
                                                                        'numerator': 144914482,
                                                                        'rate': 0.89009515474603}},
                                       '5_yr_db_pp_repayment': {'ug': {'count': 2002,
                                                                       'denominator': 85167470,
                                                                       'numerator': 80048416,
                                                                       'rate': 0.93989425774888}},
                                       '5_yr_repayment': {'completers': 3537,
                                                          'completers_rate': 0.7585524456,
                                                          'dependent_students': 5743,
                                                          'dependent_students_rate': 0.6648093331,
                                                          'female_students': 3708,
                                                          'female_students_rate': 0.6329557713,
                                                          'first_generation_students': 2071,
                                                          'first_generation_students_rate': 0.592467407,
                                                          'high_income': 2557,
                                                          'income': {'0_30000': 0.5205128205,
                                                                     '30000_75000': 0.638548308,
                                                                     'greater_than_75000': 0.7391474384},
                                                          'independent_students': 1193,
                                                          'independent_students_rate': 0.4962279966,
                                                          'low_income': 2340,
                                                          'male_students': 3228,
                                                          'male_students_rate': 0.6390954151,
                                                          'middle_income': 2039,
                                                          'no_pell_grant': 3106,
                                                          'no_pell_grant_rate': 0.7392144237,
                                                          'non_first_generation_students': 4865,
                                                          'non_first_generation_students_rate': 0.6542651593,
                                                          'noncompleters': 3399,
                                                          'noncompleters_rate': 0.5080906149,
                                                          'overall': 6936,
                                                          'pell_grant': 3830,
                                                          'pell_grant_rate': 0.5519582245},
                                       '7_yr_repayment': {'completers': 2844,
                                                          'completers_rate': 0.8045007032,
                                                          'dependent_students': 4420,
                                                          'dependent_students_rate': 0.7178733032,
                                                          'female_students': 2908,
                                                          'female_students_rate': 0.6908528198,
                                                          'first_generation_students': 1653,
                                                          'first_generation_students_rate': 0.6545674531,
                                                          'high_income': 1726,
                                                          'income': {'0_30000': 0.6053059015,
                                                                     '30000_75000': 0.6806526807,
                                                                     'greater_than_75000': 0.7925840093},
                                                          'independent_students': 869,
                                                          'independent_students_rate': 0.5535097814,
                                                          'low_income': 1847,
                                                          'male_students': 2381,
                                                          'male_students_rate': 0.6908861823,
                                                          'middle_income': 1716,
                                                          'no_pell_grant': 2475,
                                                          'no_pell_grant_rate': 0.7737373737,
                                                          'non_first_generation_students': 3636,
                                                          'non_first_generation_students_rate': 0.7073707371,
                                                          'noncompleters': 2445,
                                                          'noncompleters_rate': 0.5586912065,
                                                          'overall': 5289,
                                                          'pell_grant': 2814,
                                                          'pell_grant_rate': 0.617981521},
                                       'repayment_cohort': {'1_year_declining_balance': 0.5467113532,
                                                            '3_year_declining_balance': 0.6019442985,
                                                            '5_year_declining_balance': 0.6358131488,
                                                            '7_year_declining_balance': 0.6908678389},
                                       'repayment_date': {'median': '12/31/2999',
                                                          'number': 6448}},
                         'school': {'accreditor': 'Southern Association of '
                                                  'Colleges and Schools '
                                                  'Commission on Colleges',
                                    'accreditor_code': 'SACSCC',
                                    'address': '739 University Blvd',
                                    'alias': None,
                                    'branches': 1,
                                    'carnegie_basic': 15,
                                    'carnegie_size_setting': 16,
                                    'carnegie_undergrad': 12,
                                    'city': 'Tuscaloosa',
                                    'degree_urbanization': None,
                                    'degrees_awarded': {'highest': 4,
                                                        'predominant': 3,
                                                        'predominant_recoded': 3},
                                    'dolflag': 1,
                                    'endowment': {'begin': 939393269,
                                                  'end': 1242660775},
                                    'faculty_salary': 10509,
                                    'ft_faculty_rate': 0.7753,
                                    'institutional_characteristics': {'level': 1},
                                    'instructional_expenditure_per_fte': 8912,
                                    'locale': 13,
                                    'main_campus': 1,
                                    'men_only': 0,
                                    'minority_serving': {'aanipi': 0,
                                                         'annh': 0,
                                                         'hispanic': 0,
                                                         'historically_black': 0,
                                                         'nant': 0,
                                                         'predominantly_black': 0,
                                                         'tribal': 0},
                                    'name': 'The University of Alabama',
                                    'online_only': 0,
                                    'open_admissions_policy': 2,
                                    'operating': 1,
                                    'ownership': 1,
                                    'ownership_peps': 1,
                                    'peps_ownership': 'Public',
                                    'price_calculator_url': 'financialaid.ua.edu/net-price-calculator/',
                                    'region_id': 5,
                                    'religious_affiliation': None,
                                    'school_url': 'www.ua.edu/',
                                    'state': 'AL',
                                    'state_fips': 1,
                                    'title_iv': {'approval_date': '12/1/1965',
                                                 'eligibility_type': 1},
                                    'tuition_revenue_per_fte': 13731,
                                    'under_investigation': 0,
                                    'women_only': 0,
                                    'zip': '35487-0100'},
                         'student': {'FAFSA_applications': 9310,
                                     'avg_dependent_income': {'2014dollars': 101976},
                                     'avg_independent_income': {'2014dollars': 31119},
                                     'demographics': {'age_entry': 21,
                                                      'age_entry_squared': None,
                                                      'avg_family_income': 91846,
                                                      'avg_family_income_independents': 31119,
                                                      'avg_family_income_independents_log': None,
                                                      'avg_family_income_log': None,
                                                      'dependent': 0.8570354458,
                                                      'faculty': {'men': 0.4585,
                                                                  'race_ethnicity': {'aian': 0.0018,
                                                                                     'asian': 0.094,
                                                                                     'black': 0.0645,
                                                                                     'hispanic': 0.0283,
                                                                                     'nhpi': 0.0018,
                                                                                     'non_resident_alien': 0.0541,
                                                                                     'two_or_more': 0.0074,
                                                                                     'unknown': 0.0018,
                                                                                     'white': 0.7462},
                                                                  'women': 0.5415},
                                                      'female_share': 0.6152524168,
                                                      'first_generation': 0.2257126887,
                                                      'married': 0.0537056928,
                                                      'median_family_income': 66733,
                                                      'median_hh_income': 57928,
                                                      'median_hh_income_log': 10,
                                                      'men': 0.4385,
                                                      'non_resident_aliens_2000': None,
                                                      'over_23_at_entry': 0.10000000149011,
                                                      'poverty_rate': 10.0500001907348,
                                                      'race_ethnicity': {'aian': 0.0037,
                                                                         'aian_2000': None,
                                                                         'aian_prior_2009': None,
                                                                         'api_2000': None,
                                                                         'asian': 0.0137,
                                                                         'asian_pacific_islander': None,
                                                                         'black': 0.105,
                                                                         'black_2000': None,
                                                                         'black_non_hispanic': None,
                                                                         'hispanic': 0.0549,
                                                                         'hispanic_2000': None,
                                                                         'hispanic_prior_2009': None,
                                                                         'nhpi': 0.0008,
                                                                         'non_resident_alien': 0.0127,
                                                                         'two_or_more': 0.0356,
                                                                         'unknown': 0.006,
                                                                         'unknown_2000': None,
                                                                         'white': 0.7676,
                                                                         'white_2000': None,
                                                                         'white_non_hispanic': None},
                                                      'share_asian': {'home_ZIP': 1.20000004768371},
                                                      'share_bachelors_degree_age25': {'home_ZIP': 16.4799995422363},
                                                      'share_black': {'home_ZIP': 21.0599994659423},
                                                      'share_born_US': {'home_ZIP': 96.0800018310547},
                                                      'share_hispanic': {'home_ZIP': 2.41000008583068},
                                                      'share_professional_degree_age25': {'home_ZIP': 9.21000003814697},
                                                      'share_white': {'home_ZIP': 75.3499984741211},
                                                      'student_faculty_ratio': 19,
                                                      'unemployment': 3.25999999046325,
                                                      'veteran': 0.0039742213,
                                                      'women': 0.5615},
                                     'enrollment': {'all': None,
                                                    'grad_12_month': 7381,
                                                    'undergrad_12_month': 34611},
                                     'fafsa_sent': {'1_college': None,
                                                    '2_college_allyrs': 0.5377013963,
                                                    '2_colleges': None,
                                                    '3_college': None,
                                                    '3_college_allyrs': 0.3714285714,
                                                    '4_college_allyrs': 0.2766917293,
                                                    '4_colleges': None,
                                                    '5_or_more_colleges': None,
                                                    '5plus_college_allyrs': 0.2022556391,
                                                    'overall': None},
                                     'family_income': {'dependent_students': 7979,
                                                       'independent_students': 1331,
                                                       'overall': 9310},
                                     'ftft_undergrads_with_pell_grant_or_federal_student_loan': 6466,
                                     'ftft_undergrads_with_pell_grant_or_federal_student_loan_pooled': 13200,
                                     'grad_students': 6631,
                                     'parents_education_level': 8945,
                                     'part_time_share': 0.0863,
                                     'part_time_share_2000': None,
                                     'retention_rate': {'cohort': {'four_year': {'full_time_pooled': 13196,
                                                                                 'part_time_pooled': 71},
                                                                   'lt_four_year': {'full_time_pooled': None,
                                                                                    'part_time_pooled': None}},
                                                        'four_year': {'full_time': 0.8855,
                                                                      'full_time_pooled': 0.8788,
                                                                      'part_time': 0.5366,
                                                                      'part_time_pooled': 0.5493},
                                                        'lt_four_year': {'full_time': None,
                                                                         'full_time_pooled': None,
                                                                         'part_time': None,
                                                                         'part_time_pooled': None},
                                                        'overall': {'full_time': 0.8855},
                                                        'pooled_yrs_used': {'full_time': 2,
                                                                            'part_time': 2}},
                                     'retention_rate_suppressed': {'four_year': {'full_time_pooled': 0.8788,
                                                                                 'part_time_pooled': 0.5493},
                                                                   'lt_four_year': {'full_time_pooled': None,
                                                                                    'part_time_pooled': None}},
                                     'share_25_older': 0.0735,
                                     'share_dependent_highincome': {'110001plus': 0.3925303923,
                                                                    '75001_110000': 0.1414964281},
                                     'share_dependent_lowincome': {'0_300000': 0.2037849355},
                                     'share_dependent_middleincome': {'300001_48000': 0.1245770147,
                                                                      '48001_75000': 0.1376112295},
                                     'share_first': {'time_full': {'time': 0.8382}},
                                     'share_firstgeneration': 0.2257126887,
                                     'share_firstgeneration_parents': {'highschool': 0.2175517049,
                                                                       'middleschool': 0.0081609838,
                                                                       'somecollege': 0.7742873113},
                                     'share_highincome': {'110001plus': 0.3413533835,
                                                          '75001_110000': 0.1316863588},
                                     'share_independent_highincome': {'110001plus': 0.0345604808,
                                                                      '75001_110000': 0.0728775357},
                                     'share_independent_lowincome': {'0_30000': 0.6078136739},
                                     'share_independent_middleincome': {'30001_48000': 0.1480090158,
                                                                        '48001_75000': 0.1367392938},
                                     'share_independent_students': 0.1429645542,
                                     'share_lowincome': {'0_30000': 0.261546724},
                                     'share_middleincome': {'30001_48000': 0.1279269603,
                                                            '48001_75000': 0.1374865736},
                                     'size': 30725,
                                     'students_with_pell_grant': 0.4526315789,
                                     'undergrads_non_degree_seeking': 960,
                                     'undergrads_with_pell_grant_or_federal_student_loan': 31670,
                                     'valid_dependency_status': 9310}},
              'location': {'lat': 33.211875, 'lon': -87.545978},
              'ope6_id': '001051',
              'ope8_id': '00105100',
              'school': {'accreditor': 'Southern Association of Colleges and '
                                       'Schools Commission on Colleges',
                         'accreditor_code': 'SACSCC',
                         'address': '739 University Blvd',
                         'alias': None,
                         'branches': 1,
                         'carnegie_basic': 15,
                         'carnegie_size_setting': 16,
                         'carnegie_undergrad': 12,
                         'city': 'Tuscaloosa',
                         'degree_urbanization': None,
                         'degrees_awarded': {'highest': 4,
                                             'predominant': 3,
                                             'predominant_recoded': 3},
                         'dolflag': 1,
                         'endowment': {'begin': 939393269, 'end': 1242660775},
                         'faculty_salary': 10509,
                         'ft_faculty_rate': 0.7753,
                         'institutional_characteristics': {'level': 1},
                         'instructional_expenditure_per_fte': 8912,
                         'locale': 13,
                         'main_campus': 1,
                         'men_only': 0,
                         'minority_serving': {'aanipi': 0,
                                              'annh': 0,
                                              'hispanic': 0,
                                              'historically_black': 0,
                                              'nant': 0,
                                              'predominantly_black': 0,
                                              'tribal': 0},
                         'name': 'The University of Alabama',
                         'online_only': 0,
                         'open_admissions_policy': 2,
                         'operating': 1,
                         'ownership': 1,
                         'ownership_peps': 1,
                         'peps_ownership': 'Public',
                         'price_calculator_url': 'financialaid.ua.edu/net-price-calculator/',
                         'region_id': 5,
                         'religious_affiliation': None,
                         'school_url': 'www.ua.edu/',
                         'state': 'AL',
                         'state_fips': 1,
                         'title_iv': {'approval_date': '12/1/1965',
                                      'eligibility_type': 1},
                         'tuition_revenue_per_fte': 13731,
                         'under_investigation': 0,
                         'women_only': 0,
                         'zip': '35487-0100'}}]}

Finally, we’ll look at the breakdown of size of each program at the University of Alabama:

program_percentage_data = api_data['results'][0]['latest']['academics']['program_percentage']
programs = list(program_percentage_data.keys())
percentages = list(program_percentage_data.values())

smallest_percent_allowed = 0.015 # any sector under this threshold will be combined into an "other" category in the pie chart
small_slices = 0 # the number of slices below the threshold above

# count the number of small slices
small_slices = sum(1 for i in percentages if i < smallest_percent_allowed)

# if there is more than one slice smaller than the threshold specified above, this combines those slices into an "other" slice
if small_slices > 1:
    other_percentage = 0
    i = len(program_percentage_data)-1
    while i >= 0:
        if percentages[i] < smallest_percent_allowed:
            other_percentage += percentages[i]
            programs.pop(i)
            percentages.pop(i)
        i -= 1
    percentages.append(other_percentage)
    programs.append("other")

# configure color of pie chart
cmap = plt.get_cmap('YlGn_r')
colors = cmap(np.linspace(0.2, 0.8, len(percentages)))

fig, ax = plt.subplots()
plt.pie(percentages, labels=programs, autopct='%1.1f%%', colors=colors)
# plt.title("Subagency Obligations of the " + agency_name)

plt.show()

# sort the dictionary by keys
sorted_program_percentage_data = dict(sorted(program_percentage_data.items(), key=lambda x: x[1], reverse=True))

# print the sorted dictionary
for key, value in sorted_program_percentage_data.items():
    print(f'{key}: {value}')

business_marketing: 0.2916
engineering: 0.1198
health: 0.1077
communication: 0.0877
family_consumer_science: 0.0763
social_science: 0.0661
biological: 0.0406
psychology: 0.0386
parks_recreation_fitness: 0.0311
education: 0.0262
visual_performing: 0.0234
computer: 0.0148
multidiscipline: 0.0133
english: 0.0102
history: 0.0096
mathematics: 0.0088
physical_science: 0.0087
public_administration_social_service: 0.0072
language: 0.0069
resources: 0.0061
philosophy_religious: 0.0033
ethnic_cultural_gender: 0.0019
legal: 0
library: 0
military: 0
humanities: 0
agriculture: 0
architecture: 0
construction: 0
transportation: 0
personal_culinary: 0
science_technology: 0
precision_production: 0
engineering_technology: 0
security_law_enforcement: 0
communications_technology: 0
mechanic_repair_technology: 0
theology_religious_vocation: 0