# EDPOL 240: Comparative Education | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EDPOL_240)

## 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
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* 1172
* 1164
* 1162
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* 1142
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* 1112
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* 1102
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* 1084
* 1082
* 1074
* 1072

### 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

6ed7ba9364e209d356efc4435d386906155d3fcc8f89f02ce7e06e39e1af676b

### course id

EDPOL 240

### course uid

course\_1e9b909bb2212163d641fabc

### catalog version id

714b10707b03f8d1de7c185579e44b288041c24e5b76e6b377cef4bfe059d471

### course number

240

### subjects

* EDPOL

### title

COMPARATIVE EDUCATION

### description

Examines the socio-cultural, political and economic forces that shape education around the world, including in the U.S. Explores a series of essential questions about the means and ends of education, including: the purposes of schooling in different locations; the role of schooling in producing inequality or supporting social change, particularly in relation to class, race, gender, migration, language, and abilities; global educational reform; global educational assessments; curriculum and pedagogy; and teacher education.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:310:005996

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

a6ef63f8960e7722166b019308d49013b66c00f1ebae9cb00d2b8418aade0534

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

EDPOL 240 Comparative Education examines global socio-cultural, political, and economic forces shaping education, including inequality, reform, and pedagogy.

### llm topics

* Socio-cultural, political, and economic forces in education
* Purposes of schooling in different locations
* Schooling, inequality, and social change
* Class, race, gender, migration, language, and abilities in education
* Global educational reform
* Global educational assessments
* Curriculum and pedagogy
* Teacher education

### llm skills

* Analyze socio-cultural, political, and economic forces in education
* Evaluate the purposes and ends of schooling
* Assess the role of schooling in inequality and social change
* Examine global educational reform, assessments, curriculum, and teacher education

### llm assumed background

None recorded.

### llm search phrases

* comparative education
* global educational reform
* education inequality
* socio-cultural forces education
* teacher education global

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

4c9a637d6265de12083ef6224096f633c51d4cd88fcd112d404a2462ec9aa88d

#### course id

EDPOL 240

#### current instructors

```json
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    "instructor_uid": "instructor_c61b058ce5a2b4275b5f904a",
    "message": null,
    "name": "Jennifer Otting",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2841563",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2023-12-06 20:49:33 +0000 UTC",
            "review_id": "0973bfc1ec3232752e3fbbb9",
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            "source_instructor_id": "rmp:2841563",
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          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2024-12-14 20:49:49 +0000 UTC",
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          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2025-12-20 16:46:21 +0000 UTC",
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            "source_instructor_id": "rmp:2841563",
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            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
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          },
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2026-02-10 20:28:08 +0000 UTC",
            "review_id": "c9f9f320607e67e6914bdb50",
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            "source_instructor_id": "rmp:2841563",
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            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
            "type": "review"
          },
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2026-05-12 01:10:11 +0000 UTC",
            "review_id": "45d90473bc70e7923aa290e0",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2841563",
            "source_review_id": "UmF0aW5nLTQzMDk5MzQz",
            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
            "type": "review"
          }
        ],
        "text": "Jennifer Otting is praised for her passion, knowledge, and engaging lectures that encourage student discussion and use helpful slides or guest speakers. Reviewers note the content is interesting and easy to grasp, with manageable reading loads and ample time for assignments."
      },
      {
        "citations": [
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2024-05-07 20:11:49 +0000 UTC",
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            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
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          },
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2025-10-27 22:43:12 +0000 UTC",
            "review_id": "c50905c785017d92fb6277d0",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2841563",
            "source_review_id": "UmF0aW5nLTQxNzYzNDUx",
            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
            "type": "review"
          },
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2025-10-31 16:37:58 +0000 UTC",
            "review_id": "509348588823a1fc3ba0b7c3",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2841563",
            "source_review_id": "UmF0aW5nLTQxNzg0Nzcw",
            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
            "type": "review"
          },
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2025-11-05 17:23:24 +0000 UTC",
            "review_id": "03b87a2431192fe547b2d645",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2841563",
            "source_review_id": "UmF0aW5nLTQxODA3NjMw",
            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
            "type": "review"
          },
          {
            "instructor_name": "Jennifer Otting",
            "review_date": "2025-12-12 00:40:42 +0000 UTC",
            "review_id": "3d0e3fd70705d53594391031",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2841563",
            "source_review_id": "UmF0aW5nLTQyMTkzNDg3",
            "source_url": "https://www.ratemyprofessors.com/professor/2841563",
            "type": "review"
          }
        ],
        "text": "Other reviewers criticize Otting for monotonic or robotic lectures, lack of grading rubrics, and poor email responsiveness. Concerns include confusing final paper requirements, surface-level content, and unexpected pop quizzes, with one student advising against taking her course."
      },
      {
        "citations": [
          {
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            "run_id": "20260907T155543-ce3781c4",
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              "file": "tables/observations.parquet",
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            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
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          {
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
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              "kind": "grades",
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            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
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          {
            "course_id": "EDPOL 240",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
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            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
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          {
            "course_id": "EDPOL 240",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
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            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "EDPOL 240",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
            "source_record": {
              "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          },
          {
            "course_id": "EDPOL 240",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
            "source_record": {
              "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 3.86 GPA, 92.8% A/AB (n=97 letter grades); Fall 2025: 3.87 GPA, 95.6% A/AB (n=90 letter grades); Spring 2026: 3.92 GPA, 96.8% A/AB (n=94 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

The course includes readings, videos, three essays, and a project. One reviewer found the content easy to grasp and the workload manageable, while another noted the TA made the class more challenging than the professor.

```json
{
  "citations": [
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2024-12-14 20:49:49 +0000 UTC",
      "review_id": "82da259edf13c4c4afa0024e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQwMjk4NTk3",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-12-20 16:46:21 +0000 UTC",
      "review_id": "ad61f0b87e93feb520f64ed4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQyMzU5ODEx",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Mark Johnson: Mark Johnson is described as knowledgeable and nice, but his lectures are frequently criticized as boring, dry, and difficult to follow for undergraduates. Reviewers note he seems geared toward graduate students, with unclear grading expectations and low engagement, though some found projects flexible and grading easy.

```json
{
  "citations": [
    {
      "instructor_name": "Mark Johnson",
      "review_date": "2021-12-02 16:15:06 +0000 UTC",
      "review_id": "f9caca09491419c122edb04c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1727916",
      "source_review_id": "UmF0aW5nLTM1MzQ2MjE4",
      "source_url": "https://www.ratemyprofessors.com/professor/1727916",
      "type": "review"
    },
    {
      "instructor_name": "Mark Johnson",
      "review_date": "2021-12-11 04:18:13 +0000 UTC",
      "review_id": "6daae28eec8b7f7ccbcb1365",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1727916",
      "source_review_id": "UmF0aW5nLTM1NDY4Njc2",
      "source_url": "https://www.ratemyprofessors.com/professor/1727916",
      "type": "review"
    },
    {
      "instructor_name": "Mark Johnson",
      "review_date": "2022-05-07 22:02:52 +0000 UTC",
      "review_id": "25f47ad928bf39a733f98bbb",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1727916",
      "source_review_id": "UmF0aW5nLTM2Mjc1MDMw",
      "source_url": "https://www.ratemyprofessors.com/professor/1727916",
      "type": "review"
    },
    {
      "instructor_name": "Mark Johnson",
      "review_date": "2024-01-25 20:53:22 +0000 UTC",
      "review_id": "b4641902b64a826d4435cfc6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1727916",
      "source_review_id": "UmF0aW5nLTM4OTI1MzU0",
      "source_url": "https://www.ratemyprofessors.com/professor/1727916",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Jennifer Otting receives sharply divided reviews. Some students find her lectures intriguing, engaging, and passionate, while others describe her as monotonic, robotic, and unresponsive to emails. Quality ratings range from 1 to 5, reflecting this polarization.

```json
{
  "citations": [
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2023-12-06 20:49:33 +0000 UTC",
      "review_id": "0973bfc1ec3232752e3fbbb9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTM4NTQzMjkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2024-05-07 20:11:49 +0000 UTC",
      "review_id": "cdfe204ba729a9834175dfa4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTM5Mzk0Njg1",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2024-12-14 20:49:49 +0000 UTC",
      "review_id": "82da259edf13c4c4afa0024e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQwMjk4NTk3",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-10-27 22:43:12 +0000 UTC",
      "review_id": "c50905c785017d92fb6277d0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQxNzYzNDUx",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-10-31 16:37:58 +0000 UTC",
      "review_id": "509348588823a1fc3ba0b7c3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQxNzg0Nzcw",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-11-05 17:23:24 +0000 UTC",
      "review_id": "03b87a2431192fe547b2d645",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQxODA3NjMw",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-12-12 00:40:42 +0000 UTC",
      "review_id": "3d0e3fd70705d53594391031",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQyMTkzNDg3",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-12-20 16:46:21 +0000 UTC",
      "review_id": "ad61f0b87e93feb520f64ed4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQyMzU5ODEx",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2026-02-10 20:28:08 +0000 UTC",
      "review_id": "c9f9f320607e67e6914bdb50",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQyNjAwOTI2",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2026-05-12 01:10:11 +0000 UTC",
      "review_id": "45d90473bc70e7923aa290e0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQzMDk5MzQz",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.86 GPA, 92.8% A/AB (n=97 letter grades); Fall 2025: 3.87 GPA, 95.6% A/AB (n=90 letter grades); Spring 2026: 3.92 GPA, 96.8% A/AB (n=94 letter grades).

```json
{
  "citations": [
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Positive reviews highlight engaging group discussions, live speakers, and helpful slides. Negative reviews cite surface-level content, lack of grading rubrics, confusing final paper questions, and unexpected pop quizzes not mentioned in the syllabus.

```json
{
  "citations": [
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2023-12-06 20:49:33 +0000 UTC",
      "review_id": "0973bfc1ec3232752e3fbbb9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTM4NTQzMjkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2024-12-14 20:49:49 +0000 UTC",
      "review_id": "82da259edf13c4c4afa0024e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQwMjk4NTk3",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-10-31 16:37:58 +0000 UTC",
      "review_id": "509348588823a1fc3ba0b7c3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQxNzg0Nzcw",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-11-05 17:23:24 +0000 UTC",
      "review_id": "03b87a2431192fe547b2d645",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQxODA3NjMw",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2025-12-12 00:40:42 +0000 UTC",
      "review_id": "3d0e3fd70705d53594391031",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQyMTkzNDg3",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    },
    {
      "instructor_name": "Jennifer Otting",
      "review_date": "2026-02-10 20:28:08 +0000 UTC",
      "review_id": "c9f9f320607e67e6914bdb50",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2841563",
      "source_review_id": "UmF0aW5nLTQyNjAwOTI2",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

JENNIFER OTTING is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MARK JOHNSON is recorded teaching in Fall 2021, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "EDPOL 240",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
      "source_record": {
        "entity_id": "763eb7db-1e1d-3aed-a107-37bdfe145caf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "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_ef97ccfe8f026d27e255dcca",
    "source": "enrollment",
    "source_instructor_id": "ibose",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Indranila Bose",
    "email": "IBOSE@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/INDRANILA_BOSE"
  },
  {
    "instructor_uid": "instructor_873469eaf675895062f5239f",
    "source": "enrollment",
    "source_instructor_id": "ikphiri",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Isaac Phiri",
    "email": "IKPHIRI@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/ISAAC_PHIRI"
  },
  {
    "instructor_uid": "instructor_c61b058ce5a2b4275b5f904a",
    "source": "enrollment",
    "source_instructor_id": "jotting",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jennifer Otting",
    "email": "JOTTING@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": 18,
      "quality": 3.78,
      "difficulty": 2.06,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2841563",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:18.314754+00:00",
      "courses": {
        "course_1e9b909bb2212163d641fabc": {
          "review_count": 13,
          "quality": 3.54,
          "difficulty": 2.23,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_956cbf0bb44c5080eeb87440": {
          "review_count": 5,
          "quality": 4.4,
          "difficulty": 1.6,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 3.7166767281824185,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JENNIFER_OTTING"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:310:005996",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1272",
    "source_course_id": "005996",
    "source_subject_id": "310",
    "title": "Comparative Education",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:11440",
    "term_id": "1272",
    "source_section_id": "11440",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 50,
    "enrolled": 49,
    "waitlisted": 1,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27222",
    "term_id": "1272",
    "source_section_id": "27222",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 24,
    "waitlisted": 1,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27223",
    "term_id": "1272",
    "source_section_id": "27223",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 25,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27224",
    "term_id": "1272",
    "source_section_id": "27224",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 23,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27225",
    "term_id": "1272",
    "source_section_id": "27225",
    "identity_basis": "class_number",
    "section_number": "304",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 10,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:29082",
    "term_id": "1272",
    "source_section_id": "29082",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 50,
    "enrolled": 33,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
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    "source": "madgrades",
    "source_instructor_id": "5707868",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TYLER HOOK",
    "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": {
      "review_count": 1,
      "quality": 5,
      "difficulty": 2,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:2617395",
      "source_url": "https://www.ratemyprofessors.com/professor/2617395",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:00:59.341347+00:00",
      "courses": {
        "course_18420930f9ee0380350a345f": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7235102700443767,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.915,
      "graded": 47,
      "counts": [
        41,
        5,
        0,
        1,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/TYLER_HOOK--instructor_df823d7c3574eccb0cfc1f9b"
  },
  {
    "instructor_uid": "instructor_234ab3f0ed9ea45c8cb23c11",
    "source": "madgrades",
    "source_instructor_id": "5182079",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RAN LIU",
    "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": {
      "review_count": 1,
      "quality": 5,
      "difficulty": 3,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:3061514",
      "source_url": "https://www.ratemyprofessors.com/professor/3061514",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:10:39.111600+00:00",
      "courses": {},
      "bayesian_quality": 3.7235102700443767,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.855,
      "graded": 401,
      "counts": [
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        14,
        5,
        4,
        3,
        1
      ],
      "sections": 34
    },
    "instructor_url": "/instructors/RAN_LIU--instructor_234ab3f0ed9ea45c8cb23c11"
  },
  {
    "instructor_uid": "instructor_973f3dda258c6183afa870a5",
    "source": "madgrades",
    "source_instructor_id": "6210837",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALISON SHEPHERD",
    "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": 3.894,
      "graded": 141,
      "counts": [
        124,
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        5,
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      ],
      "sections": 3
    },
    "instructor_url": "/instructors/ALISON_SHEPHERD--instructor_973f3dda258c6183afa870a5"
  },
  {
    "instructor_uid": "instructor_29b41fd4a384ca8c06f1e9b5",
    "source": "madgrades",
    "source_instructor_id": "6209519",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAMELA REYES GALGANI",
    "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": 3.911,
      "graded": 224,
      "counts": [
        203,
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      ],
      "sections": 6
    },
    "instructor_url": "/instructors/PAMELA_REYES_GALGANI--instructor_29b41fd4a384ca8c06f1e9b5"
  },
  {
    "instructor_uid": "instructor_3b4e1ffe8c2c274b5e2765ae",
    "source": "madgrades",
    "source_instructor_id": "528218",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARK JOHNSON",
    "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": 3.808,
      "graded": 1328,
      "counts": [
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      ],
      "sections": 67
    },
    "instructor_url": "/instructors/MARK_JOHNSON--instructor_3b4e1ffe8c2c274b5e2765ae"
  },
  {
    "instructor_uid": "instructor_5d0e9dbf80ab4a291f28ae23",
    "source": "madgrades",
    "source_instructor_id": "5519801",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANTHONY HERNANDEZ",
    "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": {
      "review_count": 17,
      "quality": 4.59,
      "difficulty": 2.06,
      "quality_count": 17,
      "difficulty_count": 17,
      "profile_id": "rmp:2870883",
      "source_url": "https://www.ratemyprofessors.com/professor/2870883",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:54:30.879255+00:00",
      "courses": {
        "course_b5414e41df97b1b1e4af85b5": {
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          "difficulty": 2.11,
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        },
        "course_fdb3cd1d62fec48e5c1ab71d": {
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        }
      },
      "bayesian_quality": 4.087127450565728,
      "prior_mean": 3.6596857835465957,
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    },
    "grade_statistics": {
      "gpa": 3.931,
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      "counts": [
        1041,
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      ],
      "sections": 25
    },
    "instructor_url": "/instructors/ANTHONY_HERNANDEZ--instructor_5d0e9dbf80ab4a291f28ae23"
  },
  {
    "instructor_uid": "instructor_6df9b8b2efc21e9fbd949aec",
    "source": "madgrades",
    "source_instructor_id": "5312384",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SELAH AGABA",
    "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": 3.806,
      "graded": 430,
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        321,
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        4,
        1,
        3,
        1
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/SELAH_AGABA--instructor_6df9b8b2efc21e9fbd949aec"
  },
  {
    "instructor_uid": "instructor_093381dfe17773d1d35ece8c",
    "source": "madgrades",
    "source_instructor_id": "6294575",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": null,
    "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": 3.902,
      "graded": 178,
      "counts": [
        154,
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        8,
        0,
        1,
        0,
        0
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/UNKNOWN_INSTRUCTOR--instructor_093381dfe17773d1d35ece8c"
  },
  {
    "instructor_uid": "instructor_278c0befb08981bd8f2a6f24",
    "source": "madgrades",
    "source_instructor_id": "5183445",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARIAM SEDIGHI",
    "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": 3.68,
      "graded": 86,
      "counts": [
        59,
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        5,
        4,
        1,
        1,
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      ],
      "sections": 4
    },
    "instructor_url": "/instructors/MARIAM_SEDIGHI"
  },
  {
    "instructor_uid": "instructor_7d9f59d44d891ba6159ab046",
    "source": "madgrades",
    "source_instructor_id": "5173101",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JENNIFER OTTING",
    "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": {
      "review_count": 18,
      "quality": 3.78,
      "difficulty": 2.06,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2841563",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:18.314754+00:00",
      "courses": {
        "course_1e9b909bb2212163d641fabc": {
          "review_count": 13,
          "quality": 3.54,
          "difficulty": 2.23,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_956cbf0bb44c5080eeb87440": {
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          "difficulty_count": 5
        }
      },
      "bayesian_quality": 3.7166767281824185,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.81,
      "graded": 1796,
      "counts": [
        1434,
        222,
        79,
        22,
        12,
        14,
        13
      ],
      "sections": 39
    },
    "instructor_url": "/instructors/JENNIFER_OTTING--instructor_7d9f59d44d891ba6159ab046"
  },
  {
    "instructor_uid": "instructor_873469eaf675895062f5239f",
    "source": "enrollment",
    "source_instructor_id": "ikphiri",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Isaac Phiri",
    "email": "IKPHIRI@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/ISAAC_PHIRI"
  },
  {
    "instructor_uid": "instructor_c61b058ce5a2b4275b5f904a",
    "source": "enrollment",
    "source_instructor_id": "jotting",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jennifer Otting",
    "email": "JOTTING@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": 18,
      "quality": 3.78,
      "difficulty": 2.06,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2841563",
      "source_url": "https://www.ratemyprofessors.com/professor/2841563",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:18.314754+00:00",
      "courses": {
        "course_1e9b909bb2212163d641fabc": {
          "review_count": 13,
          "quality": 3.54,
          "difficulty": 2.23,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_956cbf0bb44c5080eeb87440": {
          "review_count": 5,
          "quality": 4.4,
          "difficulty": 1.6,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 3.7166767281824185,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JENNIFER_OTTING"
  },
  {
    "instructor_uid": "instructor_ef97ccfe8f026d27e255dcca",
    "source": "enrollment",
    "source_instructor_id": "ibose",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Indranila Bose",
    "email": "IBOSE@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/INDRANILA_BOSE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "TYLER HOOK"
    ],
    "a": 28,
    "ab": 5,
    "b": 0,
    "bc": 1,
    "c": 0,
    "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": 34,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "ALISON SHEPHERD",
      "Ran Liu"
    ],
    "a": 38,
    "ab": 4,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
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    "other": 0,
    "total": 47,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Anthony Hernandez",
      "Mark Johnson",
      "PAMELA REYES GALGANI"
    ],
    "a": 59,
    "ab": 5,
    "b": 2,
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    "c": 0,
    "d": 0,
    "f": 0,
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    "other": 0,
    "total": 66,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Ran Liu",
      "SELAH AGABA"
    ],
    "a": 76,
    "ab": 13,
    "b": 2,
    "bc": 2,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
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    "credit": 0,
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    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 95,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "MARIAM SEDIGHI",
      "Mark Johnson"
    ],
    "a": 76,
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    "b": 2,
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    "total": 82,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Mark Johnson",
      "PAMELA REYES GALGANI"
    ],
    "a": 83,
    "ab": 5,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 93,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Jennifer Otting"
    ],
    "a": 76,
    "ab": 11,
    "b": 7,
    "bc": 2,
    "c": 0,
    "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": 96,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Jennifer Otting"
    ],
    "a": 55,
    "ab": 14,
    "b": 8,
    "bc": 7,
    "c": 1,
    "d": 2,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 91,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Jennifer Otting"
    ],
    "a": 69,
    "ab": 11,
    "b": 5,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 88,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Jennifer Otting"
    ],
    "a": 79,
    "ab": 11,
    "b": 5,
    "bc": 2,
    "c": 0,
    "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": 97,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Jennifer Otting"
    ],
    "a": 82,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 3,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 90,
    "source_aliases": [
      "EDPOL 240"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 240",
    "course_uid": "course_1e9b909bb2212163d641fabc",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Jennifer Otting"
    ],
    "a": 88,
    "ab": 3,
    "b": 2,
    "bc": 0,
    "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": 94,
    "source_aliases": [
      "EDPOL 240"
    ]
  }
]
```

### statistics

#### gpa

3.843

#### graded

967

#### counts

* 809
* 89
* 41
* 14
* 3
* 5
* 6

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1e9b909bb2212163d641fabc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1e9b909bb2212163d641fabc-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1e9b909bb2212163d641fabc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1e9b909bb2212163d641fabc-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1e9b909bb2212163d641fabc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1e9b909bb2212163d641fabc-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1e9b909bb2212163d641fabc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1e9b909bb2212163d641fabc-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1e9b909bb2212163d641fabc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1e9b909bb2212163d641fabc-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.843329886246122

#### count

967

#### university

##### size

4688

##### gpa Percentile

61

##### count Percentile

92

##### median Count

135

##### 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 | 10    | false   |
| 2.8–3.2 | 217   | false   |
| 3.2–3.6 | 1120  | false   |
| 3.6–4.0 | 3341  | true    |

#### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 52,
      "gpaPercentile": 41,
      "countPercentile": 92,
      "medianCount": 136,
      "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": false
        },
        {
          "range": "3.6–4.0",
          "count": 48,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1204

##### term

1204

##### gpa

3.8823529411764706

##### count

34

##### university

###### size

1012

###### gpa Percentile

71

###### count Percentile

10

###### 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   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 10,
      "gpaPercentile": 33,
      "countPercentile": 22,
      "medianCount": 44.5,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.869565217391304

##### count

46

##### university

###### size

1111

###### gpa Percentile

80

###### 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 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPOL   |            |

#### 1222

##### term

1222

##### gpa

3.9318181818181817

##### count

66

##### university

###### size

1157

###### gpa Percentile

88

###### count Percentile

51

###### 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 |
| ------- | ---------- |
| EDPOL   |            |

#### 1224

##### term

1224

##### gpa

3.856382978723404

##### count

94

##### university

###### size

1171

###### gpa Percentile

76

###### count Percentile

66

###### 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   | false   |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | true    |

##### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 12,
      "gpaPercentile": 73,
      "countPercentile": 73,
      "medianCount": 53,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.908536585365854

##### count

82

##### university

###### size

1216

###### gpa Percentile

83

###### count Percentile

58

###### 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   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPOL   |            |

#### 1234

##### term

1234

##### gpa

3.9395604395604398

##### count

91

##### university

###### size

1188

###### gpa Percentile

88

###### count Percentile

64

###### 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   | false   |
| 3.6–4.0 | 650   | true    |

##### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 14,
      "gpaPercentile": 85,
      "countPercentile": 77,
      "medianCount": 55.5,
      "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": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.8385416666666665

##### count

96

##### university

###### size

1295

###### gpa Percentile

72

###### count Percentile

66

###### 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   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 14,
      "gpaPercentile": 38,
      "countPercentile": 69,
      "medianCount": 85,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.533707865168539

##### count

89

##### university

###### size

1241

###### gpa Percentile

37

###### count Percentile

63

###### 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   | true    |
| 3.6–4.0 | 706   | false   |

##### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 16,
      "gpaPercentile": 0,
      "countPercentile": 60,
      "medianCount": 63,
      "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": true
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.7670454545454546

##### count

88

##### university

###### size

1333

###### gpa Percentile

61

###### count Percentile

60

###### 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

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 14,
      "gpaPercentile": 23,
      "countPercentile": 54,
      "medianCount": 83,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.8608247422680413

##### count

97

##### university

###### size

1289

###### gpa Percentile

75

###### count Percentile

70

###### 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   | false   |
| 3.6–4.0 | 765   | true    |

##### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 19,
      "gpaPercentile": 56,
      "countPercentile": 78,
      "medianCount": 59,
      "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": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.8666666666666667

##### count

90

##### university

###### size

1320

###### gpa Percentile

74

###### count Percentile

60

###### 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

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 18,
      "gpaPercentile": 59,
      "countPercentile": 71,
      "medianCount": 80.5,
      "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": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.9202127659574466

##### count

94

##### university

###### size

1283

###### gpa Percentile

83

###### count Percentile

67

###### 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

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 15,
      "gpaPercentile": 71,
      "countPercentile": 57,
      "medianCount": 84,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4688

###### gpa

3.708883794386634

###### top Share

84.87993958326464

###### count

135

##### EDPOL

###### size

52

###### gpa

3.842694060708385

###### top Share

93.60558359568535

###### count

136

#### terms

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### EDPOL

###### size

10

###### gpa

3.8924196979193084

###### top Share

96.43687061511896

###### count

44.5

##### 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

###### EDPOL

###### size

12

###### gpa

3.8027089215188945

###### top Share

91.22761410217862

###### count

53

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### EDPOL

###### size

14

###### gpa

3.8363517840039796

###### top Share

93.58646373538754

###### count

55.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### EDPOL

###### size

14

###### gpa

3.8519009688307193

###### top Share

92.96909685482208

###### count

85

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### EDPOL

###### size

16

###### gpa

3.8017553350395055

###### top Share

92.13101620369835

###### count

63

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### EDPOL

###### size

14

###### gpa

3.846040359672837

###### top Share

93.678493202406

###### count

83

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### EDPOL

###### size

19

###### gpa

3.8097629810888387

###### top Share

91.41075449630793

###### count

59

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### EDPOL

###### size

18

###### gpa

3.8053444590268035

###### top Share

91.87752063868665

###### count

80.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### EDPOL

###### size

15

###### gpa

3.8484198403767675

###### top Share

92.8800181753709

###### count

84

## instructor Trends

```json
[
  {
    "uid": "instructor_7d9f59d44d891ba6159ab046",
    "name": "JENNIFER OTTING",
    "count": 554,
    "terms": [
      {
        "term": "1242",
        "count": 96,
        "sections": 1,
        "gpa": 3.8385416666666665
      },
      {
        "term": "1244",
        "count": 89,
        "sections": 1,
        "gpa": 3.533707865168539
      },
      {
        "term": "1252",
        "count": 88,
        "sections": 2,
        "gpa": 3.7670454545454546
      },
      {
        "term": "1254",
        "count": 97,
        "sections": 2,
        "gpa": 3.8608247422680413
      },
      {
        "term": "1262",
        "count": 90,
        "sections": 2,
        "gpa": 3.8666666666666667
      },
      {
        "term": "1264",
        "count": 94,
        "sections": 2,
        "gpa": 3.9202127659574466
      }
    ]
  },
  {
    "uid": "instructor_3b4e1ffe8c2c274b5e2765ae",
    "name": "MARK JOHNSON",
    "count": 193,
    "terms": [
      {
        "term": "1222",
        "count": 41,
        "sections": 1,
        "gpa": 3.9146341463414633
      },
      {
        "term": "1232",
        "count": 61,
        "sections": 1,
        "gpa": 3.959016393442623
      },
      {
        "term": "1234",
        "count": 91,
        "sections": 2,
        "gpa": 3.9395604395604398
      }
    ]
  },
  {
    "uid": "instructor_093381dfe17773d1d35ece8c",
    "name": "Unknown instructor",
    "count": 152,
    "terms": [
      {
        "term": "1232",
        "count": 61,
        "sections": 1,
        "gpa": 3.959016393442623
      },
      {
        "term": "1234",
        "count": 91,
        "sections": 2,
        "gpa": 3.9395604395604398
      }
    ]
  },
  {
    "uid": "instructor_29b41fd4a384ca8c06f1e9b5",
    "name": "PAMELA REYES GALGANI",
    "count": 132,
    "terms": [
      {
        "term": "1222",
        "count": 41,
        "sections": 1,
        "gpa": 3.9146341463414633
      },
      {
        "term": "1234",
        "count": 91,
        "sections": 2,
        "gpa": 3.9395604395604398
      }
    ]
  },
  {
    "uid": "instructor_234ab3f0ed9ea45c8cb23c11",
    "name": "RAN LIU",
    "count": 113,
    "terms": [
      {
        "term": "1212",
        "count": 46,
        "sections": 1,
        "gpa": 3.869565217391304
      },
      {
        "term": "1224",
        "count": 67,
        "sections": 1,
        "gpa": 3.8358208955223883
      }
    ]
  },
  {
    "uid": "instructor_973f3dda258c6183afa870a5",
    "name": "ALISON SHEPHERD",
    "count": 46,
    "terms": [
      {
        "term": "1212",
        "count": 46,
        "sections": 1,
        "gpa": 3.869565217391304
      }
    ]
  },
  {
    "uid": "instructor_df823d7c3574eccb0cfc1f9b",
    "name": "TYLER HOOK",
    "count": 34,
    "terms": [
      {
        "term": "1204",
        "count": 34,
        "sections": 1,
        "gpa": 3.8823529411764706
      }
    ]
  },
  {
    "uid": "instructor_6df9b8b2efc21e9fbd949aec",
    "name": "SELAH AGABA",
    "count": 27,
    "terms": [
      {
        "term": "1224",
        "count": 27,
        "sections": 1,
        "gpa": 3.9074074074074074
      }
    ]
  },
  {
    "uid": "instructor_5d0e9dbf80ab4a291f28ae23",
    "name": "ANTHONY HERNANDEZ",
    "count": 25,
    "terms": [
      {
        "term": "1222",
        "count": 25,
        "sections": 1,
        "gpa": 3.96
      }
    ]
  },
  {
    "uid": "instructor_278c0befb08981bd8f2a6f24",
    "name": "MARIAM SEDIGHI",
    "count": 21,
    "terms": [
      {
        "term": "1232",
        "count": 21,
        "sections": 1,
        "gpa": 3.761904761904762
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.8519196680002787

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 85.84437964582146   |
| AB    | 7.958703835231852   |
| B     | 3.811644732344515   |
| BC    | 0.39663652229097257 |
| C     | 0.27043399247111766 |
| D     | 0.9915913057274313  |
| F     | 0.726609966112642   |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

422

### same Season

true

### historical Range

* 3.7670454545454546
* 3.9318181818181817

### backtest

#### terms

3

#### gpa Error

0.05065076657021583

#### mix Error

9.38172420437416
