# PUBAFFR 200: Contemporary Public Policy Issues | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PUBAFFR_200)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

4e4090fc3ac1ba5c0d7cfe11ca62961bd558a4edb8d4dd076df8b49193be111c

### course id

PUBAFFR 200

### course uid

course\_eba4cde6ca47fecbcd03450d

### catalog version id

c14dd48c6704dfed27746878f8a8fcf3dd0ebf6969c5dc05afa63ac4fef0ab09

### course number

200

### subjects

* PUBAFFR

### title

CONTEMPORARY PUBLIC POLICY ISSUES

### description

Offers a general primer on large-scale policies directed by US federal and state governments, with specific examples in pressing policy areas. Takes existing policies and the policy process as a given, explains them in detail, and puts a policy focus on very specific contemporary questions of concern to policymakers. Gain a broad overall knowledge of how the majority of state and federal funding is spent and the policy outcomes associated with that spending.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:826:025182

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

08c27b5ffc978c11de3f9558ea5d9a6fe6bcf47e935beb81edeb3b9a9775040a

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

PUBAFFR 200 provides a general primer on large-scale US federal and state government policies, explaining the policy process and contemporary questions of concern to policymakers.

### llm topics

* Pressing policy areas
* State and federal funding spending
* Policy outcomes
* Contemporary policy questions

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* US federal policy
* state government policies
* policy process
* public funding spending
* policy outcomes
* contemporary policy questions

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

9279e2b02e852444627735ad4c6c2ab767fd59832b6ff7539a2a453e3431b226

#### course id

PUBAFFR 200

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_9d4278cac5027908b1e0bcde",
    "message": "No course-specific reviews available",
    "name": "Kathleen Doherty",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2772299",
    "summary": [
      {
        "citations": [
          {
            "course_id": "PUBAFFR 200",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
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            "table": "section_grades_latest",
            "term_id": "1264",
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        ],
        "text": "Recent recorded grades — Spring 2023: 3.97 GPA, 96.9% A/AB (n=32 letter grades); Spring 2024: 3.82 GPA, 92.6% A/AB (n=94 letter grades); Spring 2026: 3.67 GPA, 84.3% A/AB (n=102 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Denia Garcia: Garcia’s course involves weekly quizzes and papers, with no exams, and is considered easy if students attend discussion and complete readings. Midterm grading can be difficult and unclear, requiring clarification.

```json
{
  "citations": [
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2022-04-21 23:17:33 +0000 UTC",
      "review_id": "dcaaac20dfb0371d20b4139a",
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      "source_review_id": "UmF0aW5nLTM2MTI2MTUx",
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    },
    {
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      "instructor_name": "Denia Garcia",
      "review_date": "2025-12-09 17:48:59 +0000 UTC",
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      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2026-01-08 00:26:04 +0000 UTC",
      "review_id": "02e925f8b0c0c4f7793b169c",
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      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Denia Garcia: Denia Garcia is described as a good lecturer who covers quiz material thoroughly in slides, making the course easy for policy minors. However, midterm grading is reported as difficult and unclear, requiring students to seek clarification. Lecture attendance is optional, but discussion participation is required.

```json
{
  "citations": [
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2025-01-20 23:18:08 +0000 UTC",
      "review_id": "d5e843c042302b43d9801af5",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQwMDI0OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2025-12-09 17:48:59 +0000 UTC",
      "review_id": "b48e4001c09c557f28560984",
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      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQyMTIxNTQ4",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2026-01-08 00:26:04 +0000 UTC",
      "review_id": "02e925f8b0c0c4f7793b169c",
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      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQyNDU4MzA0",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Historical reviews of Denia Garcia: Denia Garcia’s sections are described as easy, engaging, and respectful, with clear lecture materials and manageable weekly quizzes. Students find the course accessible and the atmosphere relaxed.

```json
{
  "citations": [
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2021-11-22 08:11:28 +0000 UTC",
      "review_id": "ece5ae9acd8b17e3e9dd7dca",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTM1Mjg0Nzcx",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2021-12-11 04:28:19 +0000 UTC",
      "review_id": "c43ac4b52df1b13e6a3ba541",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTM1NDY4ODAw",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2022-04-21 23:17:33 +0000 UTC",
      "review_id": "dcaaac20dfb0371d20b4139a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTM2MTI2MTUx",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2025-01-20 23:18:08 +0000 UTC",
      "review_id": "d5e843c042302b43d9801af5",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQwMDI0OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2025-12-09 17:48:59 +0000 UTC",
      "review_id": "b48e4001c09c557f28560984",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQyMTIxNTQ4",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2026-01-08 00:26:04 +0000 UTC",
      "review_id": "02e925f8b0c0c4f7793b169c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQyNDU4MzA0",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.55 GPA, 76.6% A/AB (n=107 letter grades); Fall 2025: 3.67 GPA, 82.7% A/AB (n=139 letter grades); Spring 2026: 3.67 GPA, 84.3% A/AB (n=102 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
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```

#### student experience

Historical reviews of Denia Garcia: Students appreciate Garcia’s relaxed atmosphere, engaging sections, and respectful handling of sensitive topics. They recommend attending discussion for attendance and seeking TA feedback on papers.

```json
{
  "citations": [
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2021-11-22 08:11:28 +0000 UTC",
      "review_id": "ece5ae9acd8b17e3e9dd7dca",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTM1Mjg0Nzcx",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2022-04-21 23:17:33 +0000 UTC",
      "review_id": "dcaaac20dfb0371d20b4139a",
      "run_id": "20260907T155543-ce3781c4",
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      "source_review_id": "UmF0aW5nLTM2MTI2MTUx",
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    {
      "instructor_name": "Denia Garcia",
      "review_date": "2025-01-20 23:18:08 +0000 UTC",
      "review_id": "d5e843c042302b43d9801af5",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
      "source_review_id": "UmF0aW5nLTQwMDI0OTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "type": "review"
    },
    {
      "instructor_name": "Denia Garcia",
      "review_date": "2025-12-09 17:48:59 +0000 UTC",
      "review_id": "b48e4001c09c557f28560984",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2665326",
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      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DENIA GARCIA is recorded teaching in Fall 2020, Fall 2021, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

KATHLEEN DOHERTY is recorded teaching in Spring 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MENZIE CHINN is recorded teaching in Spring 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "PUBAFFR 200",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
      "source_record": {
        "entity_id": "64908348-3784-32a9-a75c-bc7d777b8a20",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_9d4278cac5027908b1e0bcde",
    "source": "enrollment",
    "source_instructor_id": "kedoherty",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kathleen Doherty",
    "email": "KEDOHERTY@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 9,
      "quality": 2.89,
      "difficulty": 2.11,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:2772299",
      "source_url": "https://www.ratemyprofessors.com/professor/2772299",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:02.450061+00:00",
      "courses": {
        "course_636497c01ee603e3a78b0225": {
          "review_count": 6,
          "quality": 2.83,
          "difficulty": 1.83,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.420817781756273,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KATHLEEN_DOHERTY"
  },
  {
    "instructor_uid": "instructor_968897616b8498ac187fe5a1",
    "source": "enrollment",
    "source_instructor_id": "mzeien",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Maria Zeien",
    "email": "MZEIEN@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/MARIA_ZEIEN"
  },
  {
    "instructor_uid": "instructor_51b8d386d0e9c36fe66e07f1",
    "source": "enrollment",
    "source_instructor_id": "sdwood5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Sam Wood",
    "email": "SDWOOD5@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/SAM_WOOD"
  },
  {
    "instructor_uid": "instructor_6c4b030f68daf26837828d46",
    "source": "enrollment",
    "source_instructor_id": "ivanov3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Vanessa Ivanov",
    "email": "IVANOV3@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/VANESSA_IVANOV"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:826:025182",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1272",
    "source_course_id": "025182",
    "source_subject_id": "826",
    "title": "Contemporary Public Policy Issues",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20303",
    "term_id": "1272",
    "source_section_id": "20303",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 140,
    "enrolled": 135,
    "waitlisted": 6,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21281",
    "term_id": "1272",
    "source_section_id": "21281",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 20,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21282",
    "term_id": "1272",
    "source_section_id": "21282",
    "identity_basis": "class_number",
    "section_number": "302",
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    "enrolled": 22,
    "waitlisted": 3,
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:22287",
    "term_id": "1272",
    "source_section_id": "22287",
    "identity_basis": "class_number",
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    "term_id": "1272",
    "source_section_id": "22288",
    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:29620",
    "term_id": "1272",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29621",
    "term_id": "1272",
    "source_section_id": "29621",
    "identity_basis": "class_number",
    "section_number": "306",
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_6d1118086e694c1756dd2e40",
    "source": "madgrades",
    "source_instructor_id": "131742",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIMOTHY SMEEDING",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.593,
      "graded": 640,
      "counts": [
        305,
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        79,
        24,
        15,
        0,
        2
      ],
      "sections": 32
    },
    "instructor_url": "/instructors/TIMOTHY_SMEEDING"
  },
  {
    "instructor_uid": "instructor_8449de993dd5e285d0dae502",
    "source": "madgrades",
    "source_instructor_id": "3430401",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DENIA GARCIA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "quality": 4.1,
      "difficulty": 1.8,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2665326",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:57.230985+00:00",
      "courses": {
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      },
      "bayesian_quality": 3.8064571890310637,
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    "grade_statistics": {
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    },
    "instructor_url": "/instructors/DENIA_GARCIA--instructor_8449de993dd5e285d0dae502"
  },
  {
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    "source": "madgrades",
    "source_instructor_id": "3669501",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MENZIE CHINN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "difficulty_count": 36,
      "profile_id": "rmp:375567",
      "source_url": "https://www.ratemyprofessors.com/professor/375567",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:18:48.290178+00:00",
      "courses": {
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        "course_eba4cde6ca47fecbcd03450d": {
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        "course_156f8e7bbfa0994c04564cf8": {
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        "course_9342eaf3d82a59634b605992": {
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        "course_e104fb600738e5af6d58c4dd": {
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  {
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    "name": "KATHLEEN DOHERTY",
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    "source": "madgrades",
    "source_instructor_id": "6686324",
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    "identity_status": "source_identified",
    "name": "MYRIAM GREGOIRE-ZAWILSKI",
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    "grade_statistics": {
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      ],
      "sections": 2
    },
    "instructor_url": "/instructors/MYRIAM_GREGOIRE-ZAWILSKI--instructor_4bef69fe6587c94f01b0d7f3"
  },
  {
    "instructor_uid": "instructor_51b8d386d0e9c36fe66e07f1",
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    "source_instructor_id": "sdwood5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Sam Wood",
    "email": "SDWOOD5@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/SAM_WOOD"
  },
  {
    "instructor_uid": "instructor_6c4b030f68daf26837828d46",
    "source": "enrollment",
    "source_instructor_id": "ivanov3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Vanessa Ivanov",
    "email": "IVANOV3@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/VANESSA_IVANOV"
  },
  {
    "instructor_uid": "instructor_968897616b8498ac187fe5a1",
    "source": "enrollment",
    "source_instructor_id": "mzeien",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Maria Zeien",
    "email": "MZEIEN@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/MARIA_ZEIEN"
  },
  {
    "instructor_uid": "instructor_9d4278cac5027908b1e0bcde",
    "source": "enrollment",
    "source_instructor_id": "kedoherty",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kathleen Doherty",
    "email": "KEDOHERTY@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 9,
      "quality": 2.89,
      "difficulty": 2.11,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:2772299",
      "source_url": "https://www.ratemyprofessors.com/professor/2772299",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:02.450061+00:00",
      "courses": {
        "course_636497c01ee603e3a78b0225": {
          "review_count": 6,
          "quality": 2.83,
          "difficulty": 1.83,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.420817781756273,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KATHLEEN_DOHERTY"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "TIMOTHY SMEEDING"
    ],
    "a": 11,
    "ab": 13,
    "b": 7,
    "bc": 3,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 37,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "TIMOTHY SMEEDING"
    ],
    "a": 17,
    "ab": 13,
    "b": 14,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 45,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "TIMOTHY SMEEDING"
    ],
    "a": 14,
    "ab": 18,
    "b": 4,
    "bc": 1,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 4,
    "unsatisfactory": 2,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 44,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Denia Garcia",
      "TIMOTHY SMEEDING"
    ],
    "a": 46,
    "ab": 28,
    "b": 8,
    "bc": 5,
    "c": 4,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 91,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 66,
    "ab": 55,
    "b": 16,
    "bc": 5,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 143,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Menzie Chinn"
    ],
    "a": 19,
    "ab": 13,
    "b": 26,
    "bc": 12,
    "c": 7,
    "d": 1,
    "f": 2,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 84,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "TIMOTHY SMEEDING"
    ],
    "a": 34,
    "ab": 49,
    "b": 11,
    "bc": 11,
    "c": 6,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 114,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Kathleen Doherty",
      "TIMOTHY SMEEDING"
    ],
    "a": 65,
    "ab": 35,
    "b": 16,
    "bc": 6,
    "c": 4,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 127,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Menzie Chinn"
    ],
    "a": 22,
    "ab": 4,
    "b": 17,
    "bc": 12,
    "c": 6,
    "d": 1,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 65,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Kathleen Doherty"
    ],
    "a": 78,
    "ab": 9,
    "b": 3,
    "bc": 1,
    "c": 2,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 94,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 80,
    "ab": 31,
    "b": 11,
    "bc": 4,
    "c": 2,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 129,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "MYRIAM GREGOIRE-ZAWILSKI"
    ],
    "a": 49,
    "ab": 33,
    "b": 17,
    "bc": 4,
    "c": 3,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 107,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 88,
    "ab": 27,
    "b": 14,
    "bc": 6,
    "c": 3,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 139,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 200",
    "course_uid": "course_eba4cde6ca47fecbcd03450d",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Kathleen Doherty"
    ],
    "a": 71,
    "ab": 15,
    "b": 6,
    "bc": 5,
    "c": 3,
    "d": 1,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 103,
    "source_aliases": [
      "PUBAFFR 200"
    ]
  }
]
```

### statistics

#### gpa

3.542

#### graded

1307

#### counts

* 660
* 343
* 170
* 75
* 43
* 6
* 10

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_eba4cde6ca47fecbcd03450d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_eba4cde6ca47fecbcd03450d-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_eba4cde6ca47fecbcd03450d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_eba4cde6ca47fecbcd03450d-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_eba4cde6ca47fecbcd03450d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_eba4cde6ca47fecbcd03450d-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_eba4cde6ca47fecbcd03450d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_eba4cde6ca47fecbcd03450d-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_eba4cde6ca47fecbcd03450d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_eba4cde6ca47fecbcd03450d-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.5424636572302983

#### count

1307

#### university

##### size

4886

##### gpa Percentile

23

##### count Percentile

93

##### median Count

143

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 245   | false   |
| 3.2–3.6 | 1163  | true    |
| 3.6–4.0 | 3470  | false   |

#### departments

```json
[
  {
    "subject": "PUBAFFR",
    "comparison": {
      "size": 36,
      "gpaPercentile": 14,
      "countPercentile": 100,
      "medianCount": 136.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 30,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1194

##### term

1194

##### gpa

3.4285714285714284

##### count

35

##### university

###### size

1040

###### gpa Percentile

41

###### count Percentile

10

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | true    |
| 3.6–4.0 | 454   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1202

##### term

1202

##### gpa

3.5

##### count

45

##### university

###### size

1102

###### gpa Percentile

45

###### count Percentile

29

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1204

##### term

1204

##### gpa

3.5657894736842106

##### count

38

##### university

###### size

1012

###### gpa Percentile

28

###### count Percentile

18

###### median Count

65.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | true    |
| 3.6–4.0 | 685   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1212

##### term

1212

##### gpa

3.587912087912088

##### count

91

##### university

###### size

1111

###### gpa Percentile

44

###### count Percentile

61

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | true    |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1222

##### term

1222

##### gpa

3.6153846153846154

##### count

143

##### university

###### size

1157

###### gpa Percentile

48

###### count Percentile

80

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1224

##### term

1224

##### gpa

3.05625

##### count

80

##### university

###### size

1171

###### gpa Percentile

9

###### count Percentile

60

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 173   | true    |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1232

##### term

1232

##### gpa

3.392857142857143

##### count

112

##### university

###### size

1216

###### gpa Percentile

28

###### count Percentile

72

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | true    |
| 3.6–4.0 | 670   | false   |

##### departments

```json
[
  {
    "subject": "PUBAFFR",
    "comparison": {
      "size": 10,
      "gpaPercentile": 11,
      "countPercentile": 100,
      "medianCount": 43,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.5708661417322833

##### count

127

##### university

###### size

1188

###### gpa Percentile

43

###### count Percentile

77

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 144   | false   |
| 3.2–3.6 | 374   | true    |
| 3.6–4.0 | 650   | false   |

##### departments

```json
[
  {
    "subject": "PUBAFFR",
    "comparison": {
      "size": 10,
      "gpaPercentile": 22,
      "countPercentile": 100,
      "medianCount": 49,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.0153846153846153

##### count

65

##### university

###### size

1295

###### gpa Percentile

5

###### count Percentile

48

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | true    |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1244

##### term

1244

##### gpa

3.8191489361702127

##### count

94

##### university

###### size

1241

###### gpa Percentile

70

###### count Percentile

67

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 9     | false   |
| 2.8–3.2 | 151   | false   |
| 3.2–3.6 | 373   | false   |
| 3.6–4.0 | 706   | true    |

##### departments

```json
[
  {
    "subject": "PUBAFFR",
    "comparison": {
      "size": 11,
      "gpaPercentile": 30,
      "countPercentile": 100,
      "medianCount": 43,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.693798449612403

##### count

129

##### university

###### size

1333

###### gpa Percentile

52

###### count Percentile

76

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1254

##### term

1254

##### gpa

3.546728971962617

##### count

107

##### university

###### size

1289

###### gpa Percentile

36

###### count Percentile

73

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1262

##### term

1262

##### gpa

3.672661870503597

##### count

139

##### university

###### size

1320

###### gpa Percentile

48

###### count Percentile

78

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1264

##### term

1264

##### gpa

3.6666666666666665

##### count

102

##### university

###### size

1283

###### gpa Percentile

45

###### count Percentile

71

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

### benchmarks

#### all

##### school

###### size

4886

###### gpa

3.7050765085771484

###### top Share

84.65609189780872

###### count

143

##### PUBAFFR

###### size

36

###### gpa

3.7577633995430793

###### top Share

89.77893637490598

###### count

136.5

#### terms

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### PUBAFFR

###### size

10

###### gpa

3.6559302930529958

###### top Share

84.00572242546237

###### count

43

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### PUBAFFR

###### size

10

###### gpa

3.755929146640761

###### top Share

89.57379929781504

###### count

49

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### PUBAFFR

###### size

11

###### gpa

3.7535051430091726

###### top Share

89.36312427904964

###### count

43

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_8449de993dd5e285d0dae502",
    "name": "DENIA GARCIA",
    "count": 458,
    "terms": [
      {
        "term": "1212",
        "count": 47,
        "sections": 1,
        "gpa": 3.6808510638297873
      },
      {
        "term": "1222",
        "count": 143,
        "sections": 1,
        "gpa": 3.6153846153846154
      },
      {
        "term": "1252",
        "count": 129,
        "sections": 1,
        "gpa": 3.693798449612403
      },
      {
        "term": "1262",
        "count": 139,
        "sections": 1,
        "gpa": 3.672661870503597
      }
    ]
  },
  {
    "uid": "instructor_6d1118086e694c1756dd2e40",
    "name": "TIMOTHY SMEEDING",
    "count": 369,
    "terms": [
      {
        "term": "1194",
        "count": 35,
        "sections": 1,
        "gpa": 3.4285714285714284
      },
      {
        "term": "1202",
        "count": 45,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1204",
        "count": 38,
        "sections": 1,
        "gpa": 3.5657894736842106
      },
      {
        "term": "1212",
        "count": 44,
        "sections": 1,
        "gpa": 3.4886363636363638
      },
      {
        "term": "1232",
        "count": 112,
        "sections": 1,
        "gpa": 3.392857142857143
      },
      {
        "term": "1234",
        "count": 95,
        "sections": 1,
        "gpa": 3.4368421052631577
      }
    ]
  },
  {
    "uid": "instructor_f03ee3fda633dab72f9c37ee",
    "name": "KATHLEEN DOHERTY",
    "count": 228,
    "terms": [
      {
        "term": "1234",
        "count": 32,
        "sections": 1,
        "gpa": 3.96875
      },
      {
        "term": "1244",
        "count": 94,
        "sections": 1,
        "gpa": 3.8191489361702127
      },
      {
        "term": "1264",
        "count": 102,
        "sections": 1,
        "gpa": 3.6666666666666665
      }
    ]
  },
  {
    "uid": "instructor_2816810a5f1bb1e6049c9e2f",
    "name": "MENZIE CHINN",
    "count": 145,
    "terms": [
      {
        "term": "1224",
        "count": 80,
        "sections": 1,
        "gpa": 3.05625
      },
      {
        "term": "1242",
        "count": 65,
        "sections": 1,
        "gpa": 3.0153846153846153
      }
    ]
  },
  {
    "uid": "instructor_4bef69fe6587c94f01b0d7f3",
    "name": "MYRIAM GREGOIRE-ZAWILSKI",
    "count": 107,
    "terms": [
      {
        "term": "1254",
        "count": 107,
        "sections": 1,
        "gpa": 3.546728971962617
      }
    ]
  }
]
```

## following

| code        | title                     |
| ----------- | ------------------------- |
| PUBAFFR 369 | WORKSHOP IN PUBLIC POLICY |

## projection

### target

1272

### interval

#### lower

3

#### upper

4

#### coverage

80

#### terms

5

### gpa

3.502960250965037

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 50.28283157061274  |
| AB    | 24.01879293357709  |
| B     | 12.863998662056694 |
| BC    | 7.458737147118207  |
| C     | 3.5843446303438227 |
| D     | 0.691395431879679  |
| F     | 1.0998996244117616 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

588

### same Season

true

### historical Range

* 3.015384615384616
* 3.6937984496124034

### backtest

#### terms

5

#### gpa Error

0.26121150209313965

#### mix Error

21.796950714285423
