# PSYCH 502: Cognitive Development | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PSYCH_502)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

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

### built at

2026-09-10T23:19:01.870283+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
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* 1222
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* 1204
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* 1192
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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

8787ed6c76fbc5ebb4fc817d5c8d76018025db7661bb12b76a3209067a78f8f7

### course id

PSYCH 502

### course uid

course\_f18d7471c47bfcfa3cd6aedb

### catalog version id

00c5690968257e1aed8aaeee667d424c8e52fc7ad7cb85ccf4598a6c6f83c44a

### course number

502

### subjects

* PSYCH

### title

COGNITIVE DEVELOPMENT

### description

Covers the basics of cognitive development during childhood.  Topics include theoretical approaches to cognitive development; perceptual, language, memory, and conceptual development; social cognition; problem solving, and academic performance.

### requirements text

PSYCH 406, 413,414,460,462, or464

### credits min

4

### credits max

4

### credit offering ids

* 1272:820:023536

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

52cd78ec4c47c72f901f0e88eb8c4b6a61d2a0fd98bf8e281dbd8c78c943d77a

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

PSYCH 502 COGNITIVE DEVELOPMENT covers the basics of cognitive development during childhood, including theoretical approaches and key domains like perception, language, and memory.

### llm topics

* Theoretical approaches to cognitive development
* Perceptual, language, memory, and conceptual development
* Social cognition
* Problem solving and academic performance

### llm skills

* Understanding theoretical approaches to cognitive development.
* Analyzing specific domains of child cognition including perception, language, memory, and social cognition.

### llm assumed background

* Foundations in human development across the lifespan, including biological and behavioral approaches.
* Core cognitive processes such as perception, memory, problem solving, and decision making.

### llm search phrases

* cognitive development childhood
* PSYCH 502 prerequisites
* child cognitive psychology
* perceptual language memory development

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

b2ac838b44cfcb228e525e61b157adffb51ecb43bb35c0f4999b3ebc01d83e23

#### course id

PSYCH 502

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_d934d9c115ac73de75688d44",
    "message": "No course-specific reviews available",
    "name": "Andrea Donovan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3159271",
    "summary": []
  },
  {
    "instructor_uid": "instructor_7360ce4cf2cca692fda38ad1",
    "message": "No course-specific reviews available",
    "name": "Grace Lee",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1891703",
    "summary": []
  },
  {
    "instructor_uid": "instructor_09bc1f579e16d499c7450379",
    "message": "No course-specific reviews available",
    "name": "Jess Mankewitz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of Martha Alibali, Vanessa Simmering: Workload includes weekly quizzes, discussion posts, readings, two papers, and exams, with some noting the papers are graded harshly but fairly.

```json
{
  "citations": [
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2012-12-07 18:52:48 +0000 UTC",
      "review_id": "b78fa63fac68aa367adc2239",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTIwOTg1ODcw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2012-12-08 09:08:40 +0000 UTC",
      "review_id": "b168c0d7cb0cb15da3baf159",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTIwOTg5NzA5",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2016-01-18 15:12:51 +0000 UTC",
      "review_id": "bddc390a90fb7eb195e91f52",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTI1OTU3NTYw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2025-01-07 20:37:31 +0000 UTC",
      "review_id": "6ac1bed173eba5bcccc8de0c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwNTAyMjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Vanessa Simmering and Martha Alibali highlight passionate teaching and clear organization. Simmering offered extra credit and manageable workloads, while Alibali provided organized lectures and fair grading. Both instructors were described as knowledgeable and caring, though Alibali's exams were noted as difficult and papers as harshly graded.

```json
{
  "citations": [
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2011-11-10 15:30:13 +0000 UTC",
      "review_id": "f920c037883884998677cf82",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTE5MjA5NzIw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2012-12-07 18:52:48 +0000 UTC",
      "review_id": "b78fa63fac68aa367adc2239",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTIwOTg1ODcw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2012-12-08 09:08:40 +0000 UTC",
      "review_id": "b168c0d7cb0cb15da3baf159",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTIwOTg5NzA5",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2016-01-18 15:12:51 +0000 UTC",
      "review_id": "bddc390a90fb7eb195e91f52",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTI1OTU3NTYw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2016-12-14 21:51:38 +0000 UTC",
      "review_id": "4fcef4af5869ca5d534fe952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTI3NTAwOTA5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2019-01-29 04:04:59 +0000 UTC",
      "review_id": "2b6a9d4cd73931618a5557b8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTMxMzE1MjIy",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2022-06-11 06:07:27 +0000 UTC",
      "review_id": "55c4933312180ad5a4c7b568",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTM2NDU2Mzc0",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2024-12-14 03:38:45 +0000 UTC",
      "review_id": "5f0e4024f66b3aecae201ea8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwMjg5ODI0",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2025-01-07 20:37:31 +0000 UTC",
      "review_id": "6ac1bed173eba5bcccc8de0c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwNTAyMjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2026-05-03 18:02:21 +0000 UTC",
      "review_id": "e80eb49dc4e165ea9f92be19",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQzMDEwMTQ4",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Historical reviews praise Vanessa Simmering and Martha Alibali for their passion and knowledge, though students report conflicting views on exam difficulty and grading strictness.

```json
{
  "citations": [
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2011-11-10 15:30:13 +0000 UTC",
      "review_id": "f920c037883884998677cf82",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTE5MjA5NzIw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2012-12-07 18:52:48 +0000 UTC",
      "review_id": "b78fa63fac68aa367adc2239",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTIwOTg1ODcw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2012-12-08 09:08:40 +0000 UTC",
      "review_id": "b168c0d7cb0cb15da3baf159",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTIwOTg5NzA5",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2016-01-18 15:12:51 +0000 UTC",
      "review_id": "bddc390a90fb7eb195e91f52",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTI1OTU3NTYw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2016-12-14 21:51:38 +0000 UTC",
      "review_id": "4fcef4af5869ca5d534fe952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTI3NTAwOTA5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2019-01-29 04:04:59 +0000 UTC",
      "review_id": "2b6a9d4cd73931618a5557b8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTMxMzE1MjIy",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2022-06-11 06:07:27 +0000 UTC",
      "review_id": "55c4933312180ad5a4c7b568",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTM2NDU2Mzc0",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2024-12-14 03:38:45 +0000 UTC",
      "review_id": "5f0e4024f66b3aecae201ea8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwMjg5ODI0",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2025-01-07 20:37:31 +0000 UTC",
      "review_id": "6ac1bed173eba5bcccc8de0c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwNTAyMjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2026-05-03 18:02:21 +0000 UTC",
      "review_id": "e80eb49dc4e165ea9f92be19",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQzMDEwMTQ4",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2022: 3.39 GPA, 61.9% A/AB (n=105 letter grades); Fall 2024: 3.28 GPA, 51.7% A/AB (n=89 letter grades); Spring 2026: 3.31 GPA, 60.0% A/AB (n=135 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Martha Alibali, Vanessa Simmering: Students found the material interesting and the professors nice, though some struggled with tricky exam questions and required careful study.

```json
{
  "citations": [
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2011-11-10 15:30:13 +0000 UTC",
      "review_id": "f920c037883884998677cf82",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTE5MjA5NzIw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Vanessa Simmering",
      "review_date": "2016-01-18 15:12:51 +0000 UTC",
      "review_id": "bddc390a90fb7eb195e91f52",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1376908",
      "source_review_id": "UmF0aW5nLTI1OTU3NTYw",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2016-12-14 21:51:38 +0000 UTC",
      "review_id": "4fcef4af5869ca5d534fe952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTI3NTAwOTA5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2024-12-14 03:38:45 +0000 UTC",
      "review_id": "5f0e4024f66b3aecae201ea8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwMjg5ODI0",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    },
    {
      "instructor_name": "Martha Alibali",
      "review_date": "2025-01-07 20:37:31 +0000 UTC",
      "review_id": "6ac1bed173eba5bcccc8de0c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701846",
      "source_review_id": "UmF0aW5nLTQwNTAyMjE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

MARTHA ALIBALI is recorded teaching in Fall 2014, Fall 2016, Spring 2018, Spring 2020, Spring 2022, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

VANESSA SIMMERING is recorded teaching in Fall 2011, Fall 2012, Fall 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 502",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "867ce667-6214-31cc-9ee7-7f747716260e",
      "source_record": {
        "entity_id": "867ce667-6214-31cc-9ee7-7f747716260e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3",
      "n4",
      "n5",
      "n6"
    ],
    "condition": null,
    "course": null,
    "evidence": "PSYCH 406, 413,414,460,462, or464",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 406,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "PSYCH 406",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "413",
    "course": null,
    "evidence": "413",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 414,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "414",
    "id": "n3",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 460,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "460",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 462,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "462",
    "id": "n5",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 464,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "464",
    "id": "n6",
    "kind": "course"
  }
]
```

#### notes

* PSYCH 413 is referenced in requirements but not found in course catalog or linked courses; treated as a verbatim condition requiring review.

#### root

n0

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_d934d9c115ac73de75688d44",
    "source": "enrollment",
    "source_instructor_id": "amdonovan2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Andrea Donovan",
    "email": "AMDONOVAN2@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": 2,
      "quality": 1,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3159271",
      "source_url": "https://www.ratemyprofessors.com/professor/3159271",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:42.409502+00:00",
      "courses": {
        "course_1177b5ab16c01f6a0eef7a2b": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.417896166860541,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANDREA_DONOVAN"
  },
  {
    "instructor_uid": "instructor_7360ce4cf2cca692fda38ad1",
    "source": "enrollment",
    "source_instructor_id": "gekeene",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Grace Lee",
    "email": "GEKEENE@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": 3.67,
      "difficulty": 3.67,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:1891703",
      "source_url": "https://www.ratemyprofessors.com/professor/1891703",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:10.008915+00:00",
      "courses": {},
      "bayesian_quality": 3.662886747273514,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/GRACE_LEE"
  },
  {
    "instructor_uid": "instructor_09bc1f579e16d499c7450379",
    "source": "enrollment",
    "source_instructor_id": "mankewitz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jess Mankewitz",
    "email": "MANKEWITZ@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/JESS_MANKEWITZ"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:820:023536",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1272",
    "source_course_id": "023536",
    "source_subject_id": "820",
    "title": "Cognitive Development",
    "credits_min": 4,
    "credits_max": 4,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:34690",
    "term_id": "1272",
    "source_section_id": "34690",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 143,
    "enrolled": 143,
    "waitlisted": 2,
    "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:1272:34691",
    "term_id": "1272",
    "source_section_id": "34691",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "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:1272:34692",
    "term_id": "1272",
    "source_section_id": "34692",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "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:1272:34693",
    "term_id": "1272",
    "source_section_id": "34693",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "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:1272:34694",
    "term_id": "1272",
    "source_section_id": "34694",
    "identity_basis": "class_number",
    "section_number": "304",
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    "capacity": 18,
    "enrolled": 18,
    "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:1272:34695",
    "term_id": "1272",
    "source_section_id": "34695",
    "identity_basis": "class_number",
    "section_number": "305",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "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:1272:34696",
    "term_id": "1272",
    "source_section_id": "34696",
    "identity_basis": "class_number",
    "section_number": "306",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 17,
    "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:1272:34697",
    "term_id": "1272",
    "source_section_id": "34697",
    "identity_basis": "class_number",
    "section_number": "307",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "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:1272:34698",
    "term_id": "1272",
    "source_section_id": "34698",
    "identity_basis": "class_number",
    "section_number": "308",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 17,
    "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
[
  {
    "instructor_uid": "instructor_c81bb81cd93b34495aa496e8",
    "source": "madgrades",
    "source_instructor_id": "3469441",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VANESSA SIMMERING",
    "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": 4.83,
      "difficulty": 2.17,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:1376908",
      "source_url": "https://www.ratemyprofessors.com/professor/1376908",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:00:15.755229+00:00",
      "courses": {
        "course_f18d7471c47bfcfa3cd6aedb": {
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        }
      },
      "bayesian_quality": 3.929758295035843,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.662,
      "graded": 473,
      "counts": [
        336,
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        19,
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      ],
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    },
    "instructor_url": "/instructors/VANESSA_SIMMERING--instructor_c81bb81cd93b34495aa496e8"
  },
  {
    "instructor_uid": "instructor_ad0fc1106336687335146291",
    "source": "madgrades",
    "source_instructor_id": "3067688",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARTHA ALIBALI",
    "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": 12,
      "quality": 4.58,
      "difficulty": 2.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:1701846",
      "source_url": "https://www.ratemyprofessors.com/professor/1701846",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:22.787630+00:00",
      "courses": {
        "course_f18d7471c47bfcfa3cd6aedb": {
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        },
        "course_eec35c6da9963bff5c3cf12e": {
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          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.004803614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.688,
      "graded": 1412,
      "counts": [
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        48,
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        4,
        3
      ],
      "sections": 142
    },
    "instructor_url": "/instructors/MARTHA_ALIBALI--instructor_ad0fc1106336687335146291"
  },
  {
    "instructor_uid": "instructor_4c509b07ba7792090ea9bb2e",
    "source": "madgrades",
    "source_instructor_id": "6209457",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HALEY WEAVER",
    "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": 3.441,
      "graded": 127,
      "counts": [
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        11,
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        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/HALEY_WEAVER"
  },
  {
    "instructor_uid": "instructor_d4c8b7c31d2bea2d964104d7",
    "source": "madgrades",
    "source_instructor_id": "5904606",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NICHOLAS VEST",
    "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": 3.349,
      "graded": 279,
      "counts": [
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      "sections": 5
    },
    "instructor_url": "/instructors/NICHOLAS_VEST--instructor_d4c8b7c31d2bea2d964104d7"
  },
  {
    "instructor_uid": "instructor_057619fa473656fe51442a91",
    "source": "madgrades",
    "source_instructor_id": "6450661",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JENNIFER MURRAY",
    "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": 3.281,
      "graded": 89,
      "counts": [
        23,
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        33,
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        0,
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/JENNIFER_MURRAY"
  },
  {
    "instructor_uid": "instructor_57b91701a0d2de62367972e5",
    "source": "madgrades",
    "source_instructor_id": "6259164",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALLY IPPOLITO",
    "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": 3.487,
      "graded": 392,
      "counts": [
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        100,
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        0,
        4
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/ALLY_IPPOLITO--instructor_57b91701a0d2de62367972e5"
  },
  {
    "instructor_uid": "instructor_2bbea761953c077478a8e151",
    "source": "madgrades",
    "source_instructor_id": "6650097",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALYSSA ORTEGA",
    "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": 3.311,
      "graded": 135,
      "counts": [
        42,
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        30,
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ALYSSA_ORTEGA"
  },
  {
    "instructor_uid": "instructor_4230612e17617f55481d5cde",
    "source": "madgrades",
    "source_instructor_id": "5727876",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADITI HOSANGADI",
    "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": 3.243,
      "graded": 272,
      "counts": [
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        49,
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      ],
      "sections": 2
    },
    "instructor_url": "/instructors/ADITI_HOSANGADI--instructor_4230612e17617f55481d5cde"
  },
  {
    "instructor_uid": "instructor_09bc1f579e16d499c7450379",
    "source": "enrollment",
    "source_instructor_id": "mankewitz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jess Mankewitz",
    "email": "MANKEWITZ@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/JESS_MANKEWITZ"
  },
  {
    "instructor_uid": "instructor_7360ce4cf2cca692fda38ad1",
    "source": "enrollment",
    "source_instructor_id": "gekeene",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Grace Lee",
    "email": "GEKEENE@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": 3.67,
      "difficulty": 3.67,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:1891703",
      "source_url": "https://www.ratemyprofessors.com/professor/1891703",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:10.008915+00:00",
      "courses": {},
      "bayesian_quality": 3.662886747273514,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/GRACE_LEE"
  },
  {
    "instructor_uid": "instructor_d934d9c115ac73de75688d44",
    "source": "enrollment",
    "source_instructor_id": "amdonovan2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Andrea Donovan",
    "email": "AMDONOVAN2@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": 2,
      "quality": 1,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3159271",
      "source_url": "https://www.ratemyprofessors.com/professor/3159271",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:42.409502+00:00",
      "courses": {
        "course_1177b5ab16c01f6a0eef7a2b": {
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          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.417896166860541,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANDREA_DONOVAN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "VANESSA SIMMERING"
    ],
    "a": 11,
    "ab": 14,
    "b": 14,
    "bc": 8,
    "c": 5,
    "d": 2,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 54,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "VANESSA SIMMERING"
    ],
    "a": 11,
    "ab": 8,
    "b": 8,
    "bc": 5,
    "c": 6,
    "d": 3,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
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    "other": 0,
    "total": 42,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Martha Alibali"
    ],
    "a": 23,
    "ab": 15,
    "b": 34,
    "bc": 3,
    "c": 8,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "not_reported": 0,
    "other": 0,
    "total": 84,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "VANESSA SIMMERING"
    ],
    "a": 22,
    "ab": 25,
    "b": 19,
    "bc": 7,
    "c": 8,
    "d": 4,
    "f": 0,
    "satisfactory": 0,
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    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 85,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "Martha Alibali"
    ],
    "a": 45,
    "ab": 11,
    "b": 21,
    "bc": 4,
    "c": 3,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "not_reported": 0,
    "other": 0,
    "total": 86,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Martha Alibali"
    ],
    "a": 52,
    "ab": 15,
    "b": 23,
    "bc": 9,
    "c": 5,
    "d": 0,
    "f": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "other": 0,
    "total": 104,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Martha Alibali"
    ],
    "a": 56,
    "ab": 7,
    "b": 22,
    "bc": 2,
    "c": 1,
    "d": 2,
    "f": 0,
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    "no_credit": 0,
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    "incomplete": 3,
    "no_work": 1,
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    "total": 100,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "HALEY WEAVER",
      "Martha Alibali",
      "NICHOLAS VEST"
    ],
    "a": 40,
    "ab": 25,
    "b": 23,
    "bc": 11,
    "c": 6,
    "d": 0,
    "f": 0,
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    "unsatisfactory": 0,
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    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
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    "not_reported": 0,
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    "total": 109,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "ALLY IPPOLITO",
      "JENNIFER MURRAY",
      "Martha Alibali"
    ],
    "a": 23,
    "ab": 23,
    "b": 33,
    "bc": 5,
    "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": 89,
    "source_aliases": [
      "PSYCH 502"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 502",
    "course_uid": "course_f18d7471c47bfcfa3cd6aedb",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "ALLY IPPOLITO",
      "ALYSSA ORTEGA",
      "Aditi Hosangadi",
      "Martha Alibali"
    ],
    "a": 42,
    "ab": 39,
    "b": 30,
    "bc": 13,
    "c": 10,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 136,
    "source_aliases": [
      "PSYCH 502"
    ]
  }
]
```

### statistics

#### gpa

3.334

#### graded

873

#### counts

* 325
* 182
* 227
* 67
* 56
* 13
* 3

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_f18d7471c47bfcfa3cd6aedb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_f18d7471c47bfcfa3cd6aedb-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_f18d7471c47bfcfa3cd6aedb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_f18d7471c47bfcfa3cd6aedb-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_f18d7471c47bfcfa3cd6aedb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f18d7471c47bfcfa3cd6aedb-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_f18d7471c47bfcfa3cd6aedb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_f18d7471c47bfcfa3cd6aedb-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_f18d7471c47bfcfa3cd6aedb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_f18d7471c47bfcfa3cd6aedb-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.3339060710194732

#### count

873

#### university

##### size

4169

##### gpa Percentile

15

##### count Percentile

93

##### median Count

112

##### 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 | 316   | false   |
| 3.2–3.6 | 1196  | true    |
| 3.6–4.0 | 2643  | false   |

#### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 55,
      "gpaPercentile": 30,
      "countPercentile": 76,
      "medianCount": 273,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 18,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 27,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1122

##### term

1122

##### gpa

3.0925925925925926

##### count

54

##### university

###### size

804

###### gpa Percentile

24

###### count Percentile

38

###### 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 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | true    |
| 3.2–3.6 | 282   | false   |
| 3.6–4.0 | 248   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 10,
      "gpaPercentile": 56,
      "countPercentile": 22,
      "medianCount": 140,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1132

##### term

1132

##### gpa

3.0121951219512195

##### count

41

##### university

###### size

851

###### gpa Percentile

15

###### count Percentile

23

###### 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 | 40    | false   |
| 2.8–3.2 | 234   | true    |
| 3.2–3.6 | 303   | false   |
| 3.6–4.0 | 272   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 12,
      "gpaPercentile": 36,
      "countPercentile": 0,
      "medianCount": 144.5,
      "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": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 5,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1152

##### term

1152

##### gpa

3.2261904761904763

##### count

84

##### university

###### size

918

###### gpa Percentile

31

###### count Percentile

60

###### 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 | 1     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 286   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 17,
      "gpaPercentile": 44,
      "countPercentile": 44,
      "medianCount": 88,
      "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": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

3.176470588235294

##### count

85

##### university

###### size

954

###### gpa Percentile

25

###### count Percentile

63

###### median Count

64.5

###### 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 | 2     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 234   | true    |
| 3.2–3.6 | 350   | false   |
| 3.6–4.0 | 345   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 17,
      "gpaPercentile": 50,
      "countPercentile": 31,
      "medianCount": 107,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1172

##### term

1172

##### gpa

3.4709302325581395

##### count

86

##### university

###### size

991

###### gpa Percentile

49

###### count Percentile

63

###### 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 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 14,
      "gpaPercentile": 62,
      "countPercentile": 23,
      "medianCount": 137,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.480769230769231

##### count

104

##### university

###### size

1010

###### gpa Percentile

47

###### count Percentile

71

###### 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 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 68,
      "countPercentile": 42,
      "medianCount": 152.5,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.5944444444444446

##### count

90

##### university

###### size

1012

###### gpa Percentile

32

###### count Percentile

65

###### 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

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 19,
      "gpaPercentile": 39,
      "countPercentile": 22,
      "medianCount": 179,
      "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": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.3904761904761904

##### count

105

##### university

###### size

1171

###### gpa Percentile

28

###### count Percentile

72

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 18,
      "gpaPercentile": 59,
      "countPercentile": 18,
      "medianCount": 226,
      "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": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.2808988764044944

##### count

89

##### university

###### size

1333

###### gpa Percentile

14

###### count Percentile

61

###### 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   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 29,
      "countPercentile": 14,
      "medianCount": 186.5,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.311111111111111

##### count

135

##### university

###### size

1283

###### gpa Percentile

17

###### count Percentile

79

###### 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   | true    |
| 3.6–4.0 | 789   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 24,
      "countPercentile": 29,
      "medianCount": 185,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4169

###### gpa

3.6571196680354476

###### top Share

81.70413678578916

###### count

112

##### PSYCH

###### size

55

###### gpa

3.556113409321817

###### top Share

74.82118035082186

###### count

273

#### terms

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### PSYCH

###### size

10

###### gpa

3.170966337545113

###### top Share

52.49821116156302

###### count

140

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### PSYCH

###### size

12

###### gpa

3.1136756325404154

###### top Share

48.86084138522713

###### count

144.5

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### PSYCH

###### size

17

###### gpa

3.3512628874157357

###### top Share

64.03211642693566

###### count

88

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### PSYCH

###### size

17

###### gpa

3.3162326319002924

###### top Share

61.54465359359951

###### count

107

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### PSYCH

###### size

14

###### gpa

3.322821054716223

###### top Share

58.932096517228885

###### count

137

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### PSYCH

###### size

20

###### gpa

3.374178086034726

###### top Share

64.10177946666806

###### count

152.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### PSYCH

###### size

19

###### gpa

3.700347750222924

###### top Share

83.03933802878836

###### count

179

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### PSYCH

###### size

18

###### gpa

3.4120250428463477

###### top Share

66.53408209766918

###### count

226

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### PSYCH

###### size

22

###### gpa

3.4481362923647976

###### top Share

69.32210865734149

###### count

186.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### PSYCH

###### size

22

###### gpa

3.5321528029265625

###### top Share

75.2260106961097

###### count

185

## instructor Trends

```json
[
  {
    "uid": "instructor_ad0fc1106336687335146291",
    "name": "MARTHA ALIBALI",
    "count": 693,
    "terms": [
      {
        "term": "1152",
        "count": 84,
        "sections": 1,
        "gpa": 3.2261904761904763
      },
      {
        "term": "1172",
        "count": 86,
        "sections": 1,
        "gpa": 3.4709302325581395
      },
      {
        "term": "1184",
        "count": 104,
        "sections": 1,
        "gpa": 3.480769230769231
      },
      {
        "term": "1204",
        "count": 90,
        "sections": 1,
        "gpa": 3.5944444444444446
      },
      {
        "term": "1224",
        "count": 105,
        "sections": 1,
        "gpa": 3.3904761904761904
      },
      {
        "term": "1252",
        "count": 89,
        "sections": 1,
        "gpa": 3.2808988764044944
      },
      {
        "term": "1264",
        "count": 135,
        "sections": 1,
        "gpa": 3.311111111111111
      }
    ]
  },
  {
    "uid": "instructor_57b91701a0d2de62367972e5",
    "name": "ALLY IPPOLITO",
    "count": 224,
    "terms": [
      {
        "term": "1252",
        "count": 89,
        "sections": 1,
        "gpa": 3.2808988764044944
      },
      {
        "term": "1264",
        "count": 135,
        "sections": 1,
        "gpa": 3.311111111111111
      }
    ]
  },
  {
    "uid": "instructor_c81bb81cd93b34495aa496e8",
    "name": "VANESSA SIMMERING",
    "count": 180,
    "terms": [
      {
        "term": "1122",
        "count": 54,
        "sections": 1,
        "gpa": 3.0925925925925926
      },
      {
        "term": "1132",
        "count": 41,
        "sections": 1,
        "gpa": 3.0121951219512195
      },
      {
        "term": "1162",
        "count": 85,
        "sections": 1,
        "gpa": 3.176470588235294
      }
    ]
  },
  {
    "uid": "instructor_2bbea761953c077478a8e151",
    "name": "ALYSSA ORTEGA",
    "count": 135,
    "terms": [
      {
        "term": "1264",
        "count": 135,
        "sections": 1,
        "gpa": 3.311111111111111
      }
    ]
  },
  {
    "uid": "instructor_4230612e17617f55481d5cde",
    "name": "ADITI HOSANGADI",
    "count": 135,
    "terms": [
      {
        "term": "1264",
        "count": 135,
        "sections": 1,
        "gpa": 3.311111111111111
      }
    ]
  },
  {
    "uid": "instructor_4c509b07ba7792090ea9bb2e",
    "name": "HALEY WEAVER",
    "count": 105,
    "terms": [
      {
        "term": "1224",
        "count": 105,
        "sections": 1,
        "gpa": 3.3904761904761904
      }
    ]
  },
  {
    "uid": "instructor_d4c8b7c31d2bea2d964104d7",
    "name": "NICHOLAS VEST",
    "count": 105,
    "terms": [
      {
        "term": "1224",
        "count": 105,
        "sections": 1,
        "gpa": 3.3904761904761904
      }
    ]
  },
  {
    "uid": "instructor_057619fa473656fe51442a91",
    "name": "JENNIFER MURRAY",
    "count": 89,
    "terms": [
      {
        "term": "1252",
        "count": 89,
        "sections": 1,
        "gpa": 3.2808988764044944
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.311868541747859

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 29.889005586050942 |
| AB    | 26.38126504127336  |
| B     | 29.49602238824045  |
| BC    | 7.81578875905412   |
| C     | 5.634432561884359  |
| D     | 0                  |
| F     | 0.7834856634967607 |

### source Terms

* 1264
* 1252
* 1224

### source Count

329

### same Season

false

### historical Range

* 3.2808988764044944
* 3.39047619047619
