{
 "college": "United States Air Force Academy",
 "slug": "united-states-air-force-academy",
 "unitid": "128328",
 "cds_year": "2019-20",
 "source_file": "https://drive.google.com/file/d/1b3DOUBmEg246qr7M4K9KsL5ViHOZDvMs/view?usp=sharing",
 "license": "https://creativecommons.org/licenses/by/4.0/",
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   "ipeds": null
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   "verification": null,
   "ipeds": null
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   "code": "B.308",
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   "method": "llm-haiku",
   "verification": null,
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   "code": "B.309",
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   "verification": null,
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   "code": "B.403",
   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
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   "verification": null,
   "ipeds": null
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   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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   "code": "B.415",
   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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   "code": "B.419",
   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
   "value": 12.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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  {
   "code": "B.423",
   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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   "code": "B.427",
   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
   "value": 972.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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  {
   "code": "B.431",
   "label": "Students who did not receive either a Pell Grant or a subsidized Stafford Loan",
   "value": 0.85,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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  {
   "code": "C.1001",
   "label": "Percent in top tenth of high school graduating class",
   "value": 0.542,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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  {
   "code": "C.1002",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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  {
   "code": "C.1003",
   "label": "Percent in top half of high school graduating class",
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   "verification": null,
   "ipeds": null
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  {
   "code": "C.1004",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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   "code": "C.1005",
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   "verification": null,
   "ipeds": null
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   "verification": null,
   "ipeds": null
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   "verification": "verified",
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   "verification": "verified",
   "ipeds": 3252.0
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  {
   "code": "C.104",
   "label": "Total first-time, first-year males who were admitted",
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   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 825.0
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   "code": "C.105",
   "label": "Total first-time, first-year females who were admitted",
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   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 322.0
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  {
   "code": "C.110",
   "label": "Total full-time, first-time, first-year males who enrolled",
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   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
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   "code": "C.1101",
   "label": "Percent who had GPA of 4.0",
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   "verification": null,
   "ipeds": null
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  {
   "code": "C.1102",
   "label": "Percent who had GPA between 3.75 and 3.99",
   "value": 0.579,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1103",
   "label": "Percent who had GPA between 3.50 and 3.74",
   "value": 0.117,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1104",
   "label": "Percent who had GPA between 3.25 and 3.49",
   "value": 0.109,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1105",
   "label": "Percent who had GPA between 3.00 and 3.24",
   "value": 0.029,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1106",
   "label": "Percent who had GPA between 2.50 and 2.99",
   "value": 0.011,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1107",
   "label": "Percent who had GPA between 2.0 and 2.49",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1108",
   "label": "Percent who had GPA between 1.0 and 1.99",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1109",
   "label": "Percent who had GPA below 1.0",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.111",
   "label": "Total part-time, first-time, first-year males who enrolled",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1110",
   "label": "Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.112",
   "label": "Total full-time, first-time, first-year females who enrolled",
   "value": 317.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.113",
   "label": "Total part-time, first-time, first-year females who enrolled",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1201",
   "label": "Average high school GPA of all degree-seeking, first-time, first-year students who submitted GPA:",
   "value": 3.78,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1202",
   "label": "Percent of total first-time, first-year students who submitted high school GPA:",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1301",
   "label": "Does your institution have an application fee?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1401",
   "label": "Does your institution have an application closing date?",
   "value": "Yes",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1402",
   "label": "Application closing date (fall): Month",
   "value": 12.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1403",
   "label": "Application closing date (fall): Day",
   "value": 31.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1501",
   "label": "Are first-time, first-year students accepted for terms other than the fall?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1601",
   "label": "Yes, on a rolling basis:",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1602",
   "label": "Beginning date: Month",
   "value": 10.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1603",
   "label": "Beginning date: Day",
   "value": 15.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1701",
   "label": "Must reply by (date)",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1702",
   "label": "Date: Month",
   "value": 5.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1703",
   "label": "Date: Day",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1705",
   "label": "Must reply by May 1st or within____weeks if notified after",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1706",
   "label": "Weeks",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1801",
   "label": "Does your institution allow students to postpone enrollment after admission?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.1901",
   "label": "Does your institution allow high school students to enroll as full-time, first-time, first-year students one year or more before high school graduation?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.201",
   "label": "Do you have a policy of placing students on a waiting list?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.2101",
   "label": "Does your institution offer an early decision plan (an admission plan that permits students to apply and be notified of an admission decision well in advance of the regular notification date and that asks students to commit to attending if accepted) for first-time, first-year applicants for fall enrollment?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.2201",
   "label": "Do you have a nonbinding early action plan whereby students are notified of an admission decision well in advance of the regular notification date but do not have to commit to attending your college?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.2206",
   "label": "Is your early action plan a \u201crestrictive\u201d plan under which you limit students from applying to other early plans?",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.301",
   "label": "High school completion requirement",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.401",
   "label": "Does your institution require or recommend a general college-preparatory program for degree-seeking students?",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.501",
   "label": "Total academic units",
   "value": 23.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.502",
   "label": "English",
   "value": 4.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.503",
   "label": "Mathematics",
   "value": 3.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.504",
   "label": "Science",
   "value": 3.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.505",
   "label": "Of these, units that must be lab",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.506",
   "label": "Foreign language",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.507",
   "label": "Social studies",
   "value": 3.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.508",
   "label": "History",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.509",
   "label": "Academic electives",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.510",
   "label": "Computer Science",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.511",
   "label": "Visual/Performing Arts",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.512",
   "label": "Other (specify)",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.513",
   "label": "Total academic units",
   "value": 25.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.514",
   "label": "English",
   "value": 4.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.515",
   "label": "Mathematics",
   "value": 4.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.516",
   "label": "Science",
   "value": 4.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.517",
   "label": "Of these, units that must be lab",
   "value": 2.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.518",
   "label": "Foreign language",
   "value": 2.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.519",
   "label": "Social studies",
   "value": 2.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.520",
   "label": "History",
   "value": 2.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.521",
   "label": "Academic electives",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.522",
   "label": "Computer Science",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.523",
   "label": "Visual/Performing Arts",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.524",
   "label": "Other (specify)",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.701",
   "label": "Rigor of secondary school record",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.702",
   "label": "Class rank",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.703",
   "label": "Academic GPA",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.704",
   "label": "Standardized test scores",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.705",
   "label": "Application Essay",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.706",
   "label": "Recommendation(s)",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.707",
   "label": "Interview",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.708",
   "label": "Extracurricular activities",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.709",
   "label": "Talent/ability",
   "value": "Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.710",
   "label": "Character/personal qualities",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.711",
   "label": "First generation",
   "value": "Considered",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.712",
   "label": "Alumni/ae relation",
   "value": "Considered",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.713",
   "label": "Geographical residence",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.714",
   "label": "State residency",
   "value": "Not Considered",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.715",
   "label": "Religious affiliation/commitment",
   "value": "Not Considered",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.716",
   "label": "Volunteer work",
   "value": "Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.717",
   "label": "Work experience",
   "value": "Considered",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.718",
   "label": "Level of applicant\u2019s interest",
   "value": "Very Important",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.801",
   "label": "Does your institution make use of SAT or ACT scores in admission decisions for first-time, first-year, degree-seeking applicants?",
   "value": "Yes",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.802",
   "label": "SAT or ACT",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.901",
   "label": "Percent Submitting SAT Scores",
   "value": 0.496,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.902",
   "label": "Percent Submitting ACT Scores",
   "value": 0.504,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.903",
   "label": "Number Submitting SAT Scores",
   "value": 562.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.904",
   "label": "Number Submitting ACT Scores",
   "value": 571.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.905",
   "label": "SAT Composite: 25th Percentile",
   "value": 1230.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.907",
   "label": "SAT Composite: 75th Percentile",
   "value": 1430.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.908",
   "label": "SAT Evidence-Based Reading and Writing: 25th Percentile",
   "value": 610.0,
   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 610.0
  },
  {
   "code": "C.910",
   "label": "SAT Evidence-Based Reading and Writing: 75th Percentile",
   "value": 700.0,
   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 700.0
  },
  {
   "code": "C.911",
   "label": "SAT Math: 25th Percentile",
   "value": 620.0,
   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 620.0
  },
  {
   "code": "C.913",
   "label": "SAT Math: 75th Percentile",
   "value": 740.0,
   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 740.0
  },
  {
   "code": "C.914",
   "label": "ACT Composite: 25th Percentile",
   "value": 28.0,
   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 28.0
  },
  {
   "code": "C.916",
   "label": "ACT Composite: 75th Percentile",
   "value": 33.0,
   "method": "llm-haiku",
   "verification": "verified",
   "ipeds": 33.0
  },
  {
   "code": "C.917",
   "label": "ACT Math: 25th Percentile",
   "value": 27.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.919",
   "label": "ACT Math: 75th Percentile",
   "value": 32.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.920",
   "label": "ACT English: 25th Percentile",
   "value": 27.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.922",
   "label": "ACT English: 75th Percentile",
   "value": 35.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.932",
   "label": "SAT Evidence-Based Reading and Writing: 700-800",
   "value": 0.264,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.933",
   "label": "SAT Evidence-Based Reading and Writing: 600-699",
   "value": 0.537,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.934",
   "label": "SAT Evidence-Based Reading and Writing: 500-599",
   "value": 0.187,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.935",
   "label": "SAT Evidence-Based Reading and Writing: 400-499",
   "value": 0.013,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.936",
   "label": "SAT Evidence-Based Reading and Writing: 300-399",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.937",
   "label": "SAT Evidence-Based Reading and Writing: 200-299",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.938",
   "label": "SAT Evidence-Based Reading and Writing: Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.939",
   "label": "SAT Math: 700-800",
   "value": 0.414,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.940",
   "label": "SAT Math: 600-699",
   "value": 0.408,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.941",
   "label": "SAT Math: 500-599",
   "value": 0.174,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.942",
   "label": "SAT Math: 400-499",
   "value": 0.004,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.943",
   "label": "SAT Math: 300-399",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.944",
   "label": "SAT Math: 200-299",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.945",
   "label": "SAT Math: Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.946",
   "label": "SAT Composite: 1400-1600",
   "value": 0.342,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.947",
   "label": "SAT Composite: 1200-1399",
   "value": 0.469,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.948",
   "label": "SAT Composite: 1000-1199",
   "value": 0.189,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.949",
   "label": "SAT Composite: 800-999",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.950",
   "label": "SAT Composite: 600-799",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.951",
   "label": "SAT Composite: 400-599",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.952",
   "label": "SAT Composite: Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.953",
   "label": "ACT Composite: 30-36",
   "value": 0.653,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.954",
   "label": "ACT Composite: 24-29",
   "value": 0.32,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.955",
   "label": "ACT Composite: 18-23",
   "value": 0.026,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.956",
   "label": "ACT Composite: 12-17",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.957",
   "label": "ACT Composite: 6-11",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.958",
   "label": "ACT Composite: Below 6",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.959",
   "label": "ACT Composite: Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.960",
   "label": "ACT English: 30-36",
   "value": 0.639,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.961",
   "label": "ACT English: 24-29",
   "value": 0.303,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.962",
   "label": "ACT English: 18-23",
   "value": 0.056,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.963",
   "label": "ACT English: 12-17",
   "value": 0.002,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.964",
   "label": "ACT English: 6-11",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.965",
   "label": "ACT English: Below 6",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.966",
   "label": "ACT English: Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.967",
   "label": "ACT Math: 30-36",
   "value": 0.52,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.968",
   "label": "ACT Math: 24-29",
   "value": 0.441,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.969",
   "label": "ACT Math: 18-23",
   "value": 0.037,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.970",
   "label": "ACT Math: 12-17",
   "value": 0.002,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.971",
   "label": "ACT Math: 6-11",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.972",
   "label": "ACT Math: Below 6",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "C.973",
   "label": "ACT Math: Total",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.101",
   "label": "Does your institution enroll transfer students? (If no, please skip to Section E)",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1201",
   "label": "Report the lowest grade earned for any course that may be transferred for credit:",
   "value": "B",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1301",
   "label": "Maximum number of credits or courses that may be transferred from a two-year institution:",
   "value": "No maximum",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1302",
   "label": "Maximum number of credits or courses that may be transferred from a two-year institution:",
   "value": "Sem hrs",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1401",
   "label": "Maximum number of credits or courses that may be transferred from a four-year institution:",
   "value": "No maximum",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1402",
   "label": "Maximum number of credits or courses that may be transferred from a four-year institution:",
   "value": "Sem hrs",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1501",
   "label": "Minimum number of credits that transfers must complete at your institution to earn an associate degree:",
   "value": "N/A",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1601",
   "label": "Minimum number of credits that transfers must complete at your institution to earn a bachelor\u2019s degree:",
   "value": 125.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1801",
   "label": "American Council on Education (ACE)",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1802",
   "label": "College Level Examination Program (CLEP)",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1803",
   "label": "DANTES Subject Standardized Tests (DSST)",
   "value": "No",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.1901",
   "label": "Number",
   "value": "n/a",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.2001",
   "label": "Number",
   "value": "n/a",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.204",
   "label": "Total",
   "value": "N/A",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.208",
   "label": "Total",
   "value": "N/A",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.2101",
   "label": "Are the military/veteran credit transfer policies published on your website?",
   "value": "Yes",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.2102",
   "label": "If yes, please provide the URL where the policy can be located:",
   "value": "https://www.usafa.edu/app/uploads/CHB.pdf",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.212",
   "label": "Total",
   "value": "N/A",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "D.2201",
   "label": "Describe other military/veteran transfer credit policies unique to your institution:",
   "value": "N/A",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.105",
   "label": "Double major",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.108",
   "label": "Exchange student program (domestic)",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.110",
   "label": "Honors Program",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.111",
   "label": "Independent study",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.112",
   "label": "Internships",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.115",
   "label": "Study abroad",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.301",
   "label": "Arts/fine arts",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.302",
   "label": "Computer literacy",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.303",
   "label": "English (including composition)",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.304",
   "label": "Foreign languages",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.305",
   "label": "History",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.307",
   "label": "Humanities",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.309",
   "label": "Mathematics",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.310",
   "label": "Philosophy",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.311",
   "label": "Sciences (biological or physical)",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.312",
   "label": "Social science",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.313",
   "label": "Other (describe):",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "E.314",
   "label": "Describe:",
   "value": "Engineering; Military Studies",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.101",
   "label": "Percent who are from out of state (exclude international/nonresidents from the numerator and denominator)",
   "value": 0.91,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.102",
   "label": "Percent of males who join fraternities",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.103",
   "label": "Percent of females who join sororities",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.104",
   "label": "Percent who live in college-owned, -operated, or -affiliated housing",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.105",
   "label": "Percent who live off campus or commute",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.106",
   "label": "Percent of students age 25 and older",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.107",
   "label": "Average age of full-time students",
   "value": 19.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.108",
   "label": "Average age of all students (full- and part-time)",
   "value": 19.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.109",
   "label": "Percent who are from out of state (exclude international/nonresidents from the numerator and denominator)",
   "value": 0.92,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.110",
   "label": "Percent of males who join fraternities",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.111",
   "label": "Percent of females who join sororities",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.112",
   "label": "Percent who live in college-owned, -operated, or -affiliated housing",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.113",
   "label": "Percent who live off campus or commute",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.114",
   "label": "Percent of students age 25 and older",
   "value": 0.017,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.115",
   "label": "Average age of full-time students",
   "value": 20.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.116",
   "label": "Average age of all students (full- and part-time)",
   "value": 20.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.202",
   "label": "Choral groups",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.206",
   "label": "International Student Organization",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.207",
   "label": "Jazz band",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.209",
   "label": "Marching band",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.211",
   "label": "Music ensembles",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.214",
   "label": "Pep band",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.215",
   "label": "Radio station",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.216",
   "label": "Student government",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.219",
   "label": "Symphony orchestra",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.221",
   "label": "Yearbook",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "F.401",
   "label": "Coed residence halls",
   "value": "X",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "H.1501",
   "label": "If your institution has recently implemented any major financial aid policy, program, or initiative to make your institution more affordable to incoming students such as replacing loans with grants, or waiving costs for families below a certain income level please provide details:",
   "value": "The United States Air Force Academy is a military service academy, and is federally funded. Aside from the free tuition, room, and board, students receive a nominal monthly stipend. Each cadet will owe at least five years of military service as an active duty officer upon graduation, though additional programs (such as attending higher education, or becoming a pilot) can add to the commitment.",
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.101",
   "label": "A. Total number of instructional faculty",
   "value": 567.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.102",
   "label": "B. Total number who are members of minority groups",
   "value": 68.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.103",
   "label": "C. Total number who are females",
   "value": 147.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.104",
   "label": "D. Total number who are males",
   "value": 420.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.105",
   "label": "E. Total number who are nonresidents (international)",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.106",
   "label": "F. Total number with doctorate, or other terminal degree",
   "value": 295.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.107",
   "label": "G. Total number whose highest degree is a master\u2019s but not a terminal master\u2019s",
   "value": 221.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.108",
   "label": "H. Total number whose highest degree is a bachelor\u2019s",
   "value": 36.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.109",
   "label": "I. Total number whose highest degree is unknown or other (Note: Items f, g, h, and i must sum up to item a.)",
   "value": 15.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.110",
   "label": "J. Total number in stand-alone graduate/professional programs in which faculty teach virtually only graduate-level students",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.111",
   "label": "A. Total number of instructional faculty",
   "value": 119.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.112",
   "label": "B. Total number who are members of minority groups",
   "value": 90.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.113",
   "label": "C. Total number who are females",
   "value": 42.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.114",
   "label": "D. Total number who are males",
   "value": 77.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.115",
   "label": "E. Total number who are nonresidents (international)",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.116",
   "label": "F. Total number with doctorate, or other terminal degree",
   "value": 6.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.117",
   "label": "G. Total number whose highest degree is a master\u2019s but not a terminal master\u2019s",
   "value": 21.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.118",
   "label": "H. Total number whose highest degree is a bachelor\u2019s",
   "value": 36.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.119",
   "label": "I. Total number whose highest degree is unknown or other (Note: Items f, g, h, and i must sum up to item a.)",
   "value": 56.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.120",
   "label": "J. Total number in stand-alone graduate/professional programs in which faculty teach virtually only graduate-level students",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.121",
   "label": "A. Total number of instructional faculty",
   "value": 686.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.122",
   "label": "B. Total number who are members of minority groups",
   "value": 158.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.123",
   "label": "C. Total number who are females",
   "value": 189.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.124",
   "label": "D. Total number who are males",
   "value": 497.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.125",
   "label": "E. Total number who are nonresidents (international)",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.126",
   "label": "F. Total number with doctorate, or other terminal degree",
   "value": 301.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.127",
   "label": "G. Total number whose highest degree is a master\u2019s but not a terminal master\u2019s",
   "value": 242.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.128",
   "label": "H. Total number whose highest degree is a bachelor\u2019s",
   "value": 72.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.129",
   "label": "I. Total number whose highest degree is unknown or other (Note: Items f, g, h, and i must sum up to item a.)",
   "value": 71.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.130",
   "label": "J. Total number in stand-alone graduate/professional programs in which faculty teach virtually only graduate-level students",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.201",
   "label": "Fall 2025 Student to Faculty ratio",
   "value": 7.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.202",
   "label": "based on ____  students",
   "value": 4304.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.203",
   "label": "and ____ faculty",
   "value": 607.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.301",
   "label": "2-9",
   "value": 119.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.302",
   "label": "10-19",
   "value": 652.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.303",
   "label": "20-29",
   "value": 254.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.304",
   "label": "30-39",
   "value": 8.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.305",
   "label": "40-49",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.306",
   "label": "50-99",
   "value": 2.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.307",
   "label": "100+",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.308",
   "label": "Total",
   "value": 1036.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.309",
   "label": "2-9",
   "value": 61.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.310",
   "label": "10-19",
   "value": 89.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.311",
   "label": "20-29",
   "value": 165.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.312",
   "label": "30-39",
   "value": 9.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.313",
   "label": "40-49",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.314",
   "label": "50-99",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.315",
   "label": "100+",
   "value": 0.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "I.316",
   "label": "Total",
   "value": 324.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.140",
   "label": "TOTAL (should = 100%)",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.180",
   "label": "TOTAL (should = 100%)",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.187",
   "label": "Computer and information sciences",
   "value": 0.033,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.190",
   "label": "Engineering",
   "value": 0.25,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.194",
   "label": "Law/legal studies",
   "value": 0.041,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.195",
   "label": "English",
   "value": 0.026,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.196",
   "label": "Liberal arts/general studies",
   "value": 0.014,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.198",
   "label": "Biological/life sciences",
   "value": 0.065,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.199",
   "label": "Mathematics and statistics",
   "value": 0.011,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.200",
   "label": "Military science and military technologies",
   "value": 0.044,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.201",
   "label": "Interdisciplinary studies",
   "value": 0.116,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.203",
   "label": "Philosophy and religious studies",
   "value": 0.005,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.205",
   "label": "Physical sciences",
   "value": 0.015,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.210",
   "label": "Social sciences",
   "value": 0.132,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.217",
   "label": "Business/marketing",
   "value": 0.224,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.218",
   "label": "History",
   "value": 0.024,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  },
  {
   "code": "J.220",
   "label": "TOTAL (should = 100%)",
   "value": 1.0,
   "method": "llm-haiku",
   "verification": null,
   "ipeds": null
  }
 ]
}