# PSYCH 508: Psychology of Human Emotions: From Biology to Culture | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PSYCH_508)

## 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

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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    |
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| ITALIAN   | 53    |
| JEWISH    | 56    |
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| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
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| LINGUIS   | 35    |
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| MARKETNG  | 62    |
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| 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

d616c8ed40acefe667a745add38262c40495289f7257842e0fe92d17fbb5ec2d

### course id

PSYCH 508

### course uid

course\_b987800ac125793f875f40b3

### catalog version id

ded081f54ab7f02abe3d5b23903d04af7a8d54da210795f7b1b9afdf9b08ee91

### course number

508

### subjects

* PSYCH

### title

PSYCHOLOGY OF HUMAN EMOTIONS: FROM BIOLOGY TO CULTURE

### description

Emotional experience affects and defines every facet of our life, but it seems mysterious and unsuitable for scientific inquiry. Explore how and why emotion is not unsuited to scientific research and provides an in-depth examination of research from all sub-disciplines of the field of Psychology. This includes neuroscience and the biological bases of behavior, questions of the developmental curve for emotional phenomena and the relationship between feeling and thinking, and the study of social groups and culture.

### requirements text

PSYCH 403, 428,456,460,462,464,SOC/​PSYCH  453, orPSYCH/​GEN\&WS  522

### credits min

4

### credits max

4

### credit offering ids

* 1272:820:023919

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

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### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Explores the scientific study of human emotions, examining biological, developmental, and social-cultural perspectives across psychology sub-disciplines.

### llm topics

* Neuroscience and biological bases of behavior.
* Developmental curves of emotional phenomena.
* Relationship between feeling and thinking.
* Social groups and culture in emotion.

### llm skills

* In-depth examination of psychological research.
* Evaluating the scientific validity of emotional phenomena.

### llm assumed background

* Foundations in personality, social psychology, and developmental biology/behavior.
* Understanding developmental trajectories across the lifespan.
* Introductory psychology (PSYCH 202) or sophomore standing.

### llm search phrases

* psychology of human emotions
* biological bases of emotion
* social and cultural influences on emotion
* emotional development research
* PSYCH 508 course

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

630b7d6338688dc112c1d98fc194172c8cbbe252a00d375f3dc874e3b82c4ca9

#### course id

PSYCH 508

#### current instructors

```json
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    "message": "No course-specific reviews available",
    "name": "Elizabete Romanovska",
    "review_status": "no_course_reviews",
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    "summary": [
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
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        ],
        "text": "Recent recorded grades — Fall 2024: 3.52 GPA, 73.5% A/AB (n=155 letter grades). Includes jointly taught sections."
      }
    ]
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  {
    "instructor_uid": "instructor_73b03279e86e76e8275c8830",
    "message": "No course-specific reviews available",
    "name": "Laura Jett",
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  {
    "instructor_uid": "instructor_e7958bcab059eee97c80cee1",
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    "name": "Paula Niedenthal",
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    "summary": [
      {
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          },
          {
            "instructor_name": "Paula Niedenthal",
            "review_date": "2024-12-17 02:43:49 +0000 UTC",
            "review_id": "cbdbcda9e974c88a54c9c0f4",
            "run_id": "20260907T155543-ce3781c4",
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            "type": "review"
          }
        ],
        "text": "Paula Niedenthal is knowledgeable and passionate, often sharing anecdotes and research that enhance lectures. While some find her delivery dry or intimidating, most students enjoy the engaging content and her expertise in human emotion research."
      },
      {
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          {
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          {
            "instructor_name": "Paula Niedenthal",
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        ],
        "text": "Some students criticize her for making lectures inaccessible to absentees and for focusing on her professional connections rather than teaching. Others find her presentation style repetitive or insecure, which detracts from the learning experience."
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            "section_number": 1,
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            },
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            "term_id": "1252",
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          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.29 GPA, 58.7% A/AB (n=167 letter grades); Spring 2024: 3.24 GPA, 59.6% A/AB (n=89 letter grades); Fall 2024: 3.52 GPA, 73.5% A/AB (n=155 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

Workload varies significantly; some students report exams are easy with only textbook skimming, while others find exams very difficult despite thorough preparation. The course includes short writing assignments in addition to exams and papers.

```json
{
  "citations": [
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2017-05-13 14:14:10 +0000 UTC",
      "review_id": "3fd839dfd4d300d3b406347a",
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      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2018-12-14 18:03:33 +0000 UTC",
      "review_id": "711708c43532d5d74493ae46",
      "run_id": "20260907T155543-ce3781c4",
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      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2020-12-18 19:21:09 +0000 UTC",
      "review_id": "4d461ddaca9476cec316ef35",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTM0MTM4NzU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2023-12-18 20:00:27 +0000 UTC",
      "review_id": "aef48b32b7643144cd4eecaf",
      "run_id": "20260907T155543-ce3781c4",
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    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Paula Niedenthal is knowledgeable and passionate, with engaging lectures that include external videos, though some find them dry or repetitive. Exams are polarizing, described as either easy with minimal prep or extremely difficult, and accessibility for absent students is a concern.

```json
{
  "citations": [
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2014-12-12 23:20:39 +0000 UTC",
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      "source_instructor_id": "rmp:1701072",
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      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
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    {
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      "review_date": "2019-12-17 23:02:37 +0000 UTC",
      "review_id": "f53c951b94785275e93e3bd5",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTMyNjk1ODM4",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2020-12-18 19:21:09 +0000 UTC",
      "review_id": "4d461ddaca9476cec316ef35",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTM0MTM4NzU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2022-11-05 17:41:37 +0000 UTC",
      "review_id": "ad828180e735530d18b0c55b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTM2NzgzNjU3",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2023-12-18 20:00:27 +0000 UTC",
      "review_id": "aef48b32b7643144cd4eecaf",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTM4NzMwMTE0",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2024-12-17 02:43:49 +0000 UTC",
      "review_id": "cbdbcda9e974c88a54c9c0f4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTQwMzM2NjEx",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2025-02-24 09:54:38 +0000 UTC",
      "review_id": "11fef2c00ffa507a3db9c4fd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTQwNzAxNDI2",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.29 GPA, 58.7% A/AB (n=167 letter grades); Spring 2024: 3.24 GPA, 59.6% A/AB (n=89 letter grades); Fall 2024: 3.52 GPA, 73.5% A/AB (n=155 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students appreciate Niedenthal's passion and interesting content, though some find her intimidating or repetitive. A major frustration is that lectures are inaccessible outside the classroom, which negatively impacts students with medical absences.

```json
{
  "citations": [
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2014-12-12 23:20:39 +0000 UTC",
      "review_id": "d6d120016e73d905730c10a1",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTI0MDYwNTU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2019-12-17 23:02:37 +0000 UTC",
      "review_id": "f53c951b94785275e93e3bd5",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTMyNjk1ODM4",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2022-11-05 17:41:37 +0000 UTC",
      "review_id": "ad828180e735530d18b0c55b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTM2NzgzNjU3",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2024-12-17 02:43:49 +0000 UTC",
      "review_id": "cbdbcda9e974c88a54c9c0f4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTQwMzM2NjEx",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    },
    {
      "instructor_name": "Paula Niedenthal",
      "review_date": "2025-02-24 09:54:38 +0000 UTC",
      "review_id": "11fef2c00ffa507a3db9c4fd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1701072",
      "source_review_id": "UmF0aW5nLTQwNzAxNDI2",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ELIZABETE ROMANOVSKA is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

PAULA NIEDENTHAL is recorded teaching in Fall 2013, Fall 2014, Fall 2015, Spring 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PSYCH 508",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
      "source_record": {
        "entity_id": "c5a0b91a-ac43-39ba-bec3-d68f11dfa56a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "req_403",
      "req_428",
      "req_456",
      "req_460",
      "req_462",
      "req_464",
      "req_453",
      "req_522"
    ],
    "condition": null,
    "course": null,
    "evidence": "PSYCH 403, 428,456,460,462,464,SOC/PSYCH 453, orPSYCH/GEN&WS 522",
    "id": "req_root",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 403,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "PSYCH 403",
    "id": "req_403",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "428",
    "course": null,
    "evidence": "428",
    "id": "req_428",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 456,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "456",
    "id": "req_456",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 460,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "460",
    "id": "req_460",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 462,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "462",
    "id": "req_462",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 464,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "464",
    "id": "req_464",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 453,
      "minimum_grade": null,
      "subjects": [
        "PSYCH",
        "SOC"
      ],
      "timing": "prior"
    },
    "evidence": "SOC/PSYCH 453",
    "id": "req_453",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 522,
      "minimum_grade": null,
      "subjects": [
        "GEN&WS",
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "PSYCH/GEN&WS 522",
    "id": "req_522",
    "kind": "course"
  }
]
```

#### notes

* PSYCH 428 is listed in requirements\_text but not present in linked\_courses. Treated as a condition requiring verification of standing or subject credit.
* Source shorthand 428 inherits PSYCH; its catalog identity requires review.

#### root

req\_root

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_fcf9db4456ada14d69fb60dc",
    "source": "enrollment",
    "source_instructor_id": "romanovska",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Elizabete Romanovska",
    "email": "ROMANOVSKA@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/ELIZABETE_ROMANOVSKA"
  },
  {
    "instructor_uid": "instructor_73b03279e86e76e8275c8830",
    "source": "enrollment",
    "source_instructor_id": "ljett",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Laura Jett",
    "email": "LJETT@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/LAURA_JETT"
  },
  {
    "instructor_uid": "instructor_e7958bcab059eee97c80cee1",
    "source": "enrollment",
    "source_instructor_id": "niedenthal",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Paula Niedenthal",
    "email": "NIEDENTHAL@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": 21,
      "quality": 4,
      "difficulty": 3.14,
      "quality_count": 21,
      "difficulty_count": 21,
      "profile_id": "rmp:1701072",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:16.271217+00:00",
      "courses": {
        "course_b987800ac125793f875f40b3": {
          "review_count": 18,
          "quality": 3.94,
          "difficulty": 3.28,
          "quality_count": 18,
          "difficulty_count": 18
        }
      },
      "bayesian_quality": 3.8339930651446807,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/PAULA_NIEDENTHAL"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:820:023919",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1272",
    "source_course_id": "023919",
    "source_subject_id": "820",
    "title": "Psychology of Human Emotions: From Biology to Culture",
    "credits_min": 4,
    "credits_max": 4,
    "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:1272:34699",
    "term_id": "1272",
    "source_section_id": "34699",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 159,
    "enrolled": 158,
    "waitlisted": 36,
    "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:1272:34700",
    "term_id": "1272",
    "source_section_id": "34700",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 17,
    "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:1272:34701",
    "term_id": "1272",
    "source_section_id": "34701",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 17,
    "waitlisted": 4,
    "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:1272:34702",
    "term_id": "1272",
    "source_section_id": "34702",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 17,
    "waitlisted": 4,
    "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:1272:34703",
    "term_id": "1272",
    "source_section_id": "34703",
    "identity_basis": "class_number",
    "section_number": "304",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 3,
    "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:1272:34704",
    "term_id": "1272",
    "source_section_id": "34704",
    "identity_basis": "class_number",
    "section_number": "305",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 5,
    "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:1272:34705",
    "term_id": "1272",
    "source_section_id": "34705",
    "identity_basis": "class_number",
    "section_number": "306",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 5,
    "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:1272:34706",
    "term_id": "1272",
    "source_section_id": "34706",
    "identity_basis": "class_number",
    "section_number": "307",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 5,
    "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:1272:34707",
    "term_id": "1272",
    "source_section_id": "34707",
    "identity_basis": "class_number",
    "section_number": "308",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 4,
    "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:1272:34708",
    "term_id": "1272",
    "source_section_id": "34708",
    "identity_basis": "class_number",
    "section_number": "309",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 15,
    "enrolled": 15,
    "waitlisted": 5,
    "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_9f4248300c4045d625440ad5",
    "source": "madgrades",
    "source_instructor_id": "393568",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAULA NIEDENTHAL",
    "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": 21,
      "quality": 4,
      "difficulty": 3.14,
      "quality_count": 21,
      "difficulty_count": 21,
      "profile_id": "rmp:1701072",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:16.271217+00:00",
      "courses": {
        "course_b987800ac125793f875f40b3": {
          "review_count": 18,
          "quality": 3.94,
          "difficulty": 3.28,
          "quality_count": 18,
          "difficulty_count": 18
        }
      },
      "bayesian_quality": 3.8339930651446807,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.462,
      "graded": 1968,
      "counts": [
        1028,
        320,
        293,
        177,
        118,
        23,
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      ],
      "sections": 101
    },
    "instructor_url": "/instructors/PAULA_NIEDENTHAL--instructor_9f4248300c4045d625440ad5"
  },
  {
    "instructor_uid": "instructor_1b84cba9d014eaede56e5cfd",
    "source": "madgrades",
    "source_instructor_id": "6084658",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUYAN XU",
    "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": 3.344,
      "graded": 985,
      "counts": [
        431,
        209,
        147,
        94,
        71,
        20,
        13
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/YUYAN_XU"
  },
  {
    "instructor_uid": "instructor_c3c457f539f4d3366bb630ff",
    "source": "madgrades",
    "source_instructor_id": "6211992",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GEETANJALI DEOLE",
    "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": 3.485,
      "graded": 200,
      "counts": [
        119,
        30,
        15,
        16,
        14,
        3,
        3
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/GEETANJALI_DEOLE--instructor_c3c457f539f4d3366bb630ff"
  },
  {
    "instructor_uid": "instructor_eaef034ab63de084a2142862",
    "source": "madgrades",
    "source_instructor_id": "3297272",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VINCENT FRIGO",
    "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": 3.255,
      "graded": 381,
      "counts": [
        149,
        57,
        91,
        41,
        30,
        9,
        4
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/VINCENT_FRIGO--instructor_eaef034ab63de084a2142862"
  },
  {
    "instructor_uid": "instructor_caca0a3625fef1fe8da5e988",
    "source": "madgrades",
    "source_instructor_id": "5332723",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CLINT JENSEN",
    "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": 39,
      "quality": 3.44,
      "difficulty": 2.82,
      "quality_count": 39,
      "difficulty_count": 39,
      "profile_id": "rmp:2964267",
      "source_url": "https://www.ratemyprofessors.com/professor/2964267",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:47:53.470658+00:00",
      "courses": {},
      "bayesian_quality": 3.514469757134439,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.373,
      "graded": 1779,
      "counts": [
        813,
        346,
        293,
        164,
        101,
        46,
        16
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/CLINT_JENSEN--instructor_caca0a3625fef1fe8da5e988"
  },
  {
    "instructor_uid": "instructor_e43ef0013225930a9b3df390",
    "source": "madgrades",
    "source_instructor_id": "6289183",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "THI PHUONG TAM NGUYEN",
    "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": 3.254,
      "graded": 284,
      "counts": [
        81,
        73,
        69,
        41,
        16,
        3,
        1
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/THI_PHUONG_TAM_NGUYEN--instructor_e43ef0013225930a9b3df390"
  },
  {
    "instructor_uid": "instructor_60f8c9a4bcfb7bc1012b360e",
    "source": "madgrades",
    "source_instructor_id": "3652165",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MADELINE PFLUM",
    "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": 68,
      "quality": 2.69,
      "difficulty": 3.56,
      "quality_count": 68,
      "difficulty_count": 68,
      "profile_id": "rmp:2679421",
      "source_url": "https://www.ratemyprofessors.com/professor/2679421",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:21:39.210922+00:00",
      "courses": {
        "course_6b41ff6cade517e9160c3464": {
          "review_count": 23,
          "quality": 2.13,
          "difficulty": 4.04,
          "quality_count": 23,
          "difficulty_count": 23
        },
        "course_4659324d93459bdfdda706a3": {
          "review_count": 1,
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          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_a6d56896c154e639fa25048c": {
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          "difficulty": 2.2,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_d7ab287023ed108e85984abd": {
          "review_count": 26,
          "quality": 3.35,
          "difficulty": 3.12,
          "quality_count": 26,
          "difficulty_count": 26
        },
        "course_c6cb82c0dae5185c7cec8d65": {
          "review_count": 10,
          "quality": 1.5,
          "difficulty": 4.2,
          "quality_count": 10,
          "difficulty_count": 10
        }
      },
      "bayesian_quality": 2.910383132624226,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.01,
      "graded": 4768,
      "counts": [
        1065,
        1164,
        950,
        706,
        598,
        205,
        80
      ],
      "sections": 25
    },
    "instructor_url": "/instructors/MADELINE_PFLUM--instructor_60f8c9a4bcfb7bc1012b360e"
  },
  {
    "instructor_uid": "instructor_a24bab5973002804fc3f1ca6",
    "source": "madgrades",
    "source_instructor_id": "3851680",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CAMILLE WILLIAMS",
    "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": 3.377,
      "graded": 264,
      "counts": [
        104,
        69,
        53,
        14,
        18,
        4,
        2
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/CAMILLE_WILLIAMS--instructor_a24bab5973002804fc3f1ca6"
  },
  {
    "instructor_uid": "instructor_c2873d558e6ec4ba39acb50f",
    "source": "madgrades",
    "source_instructor_id": "5458860",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MAREN PHALEN",
    "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": 3.354,
      "graded": 154,
      "counts": [
        59,
        35,
        39,
        6,
        12,
        2,
        1
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/MAREN_PHALEN"
  },
  {
    "instructor_uid": "instructor_96effa53d099474ae8c7787f",
    "source": "madgrades",
    "source_instructor_id": "6367857",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHELLE MARJI",
    "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": 3.077,
      "graded": 388,
      "counts": [
        118,
        78,
        73,
        50,
        43,
        19,
        7
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/MICHELLE_MARJI--instructor_96effa53d099474ae8c7787f"
  },
  {
    "instructor_uid": "instructor_da6a023bd96b2dfabd43b64a",
    "source": "madgrades",
    "source_instructor_id": "6043240",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WILLIAM WOOTEN",
    "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": 3.157,
      "graded": 1848,
      "counts": [
        555,
        416,
        387,
        235,
        182,
        46,
        27
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/WILLIAM_WOOTEN--instructor_da6a023bd96b2dfabd43b64a"
  },
  {
    "instructor_uid": "instructor_f3d2e74a7495017144c88eae",
    "source": "madgrades",
    "source_instructor_id": "6587690",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SOPHIE WOHLTJEN",
    "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": 3.29,
      "graded": 167,
      "counts": [
        60,
        38,
        30,
        25,
        11,
        2,
        1
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/SOPHIE_WOHLTJEN--instructor_f3d2e74a7495017144c88eae"
  },
  {
    "instructor_uid": "instructor_3609d8c4468d8f34cf5bc270",
    "source": "madgrades",
    "source_instructor_id": "6198493",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANNA GLASMAN",
    "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": 3.236,
      "graded": 89,
      "counts": [
        37,
        16,
        12,
        10,
        10,
        3,
        1
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ANNA_GLASMAN--instructor_3609d8c4468d8f34cf5bc270"
  },
  {
    "instructor_uid": "instructor_804368a2fb5bfb4b3c8e9820",
    "source": "madgrades",
    "source_instructor_id": "6014349",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANEL SIMENTAL",
    "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": 3.523,
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        87,
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        13,
        8,
        1,
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      ],
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    },
    "instructor_url": "/instructors/ANEL_SIMENTAL--instructor_804368a2fb5bfb4b3c8e9820"
  },
  {
    "instructor_uid": "instructor_c8b885ca2ed7272c84df0f90",
    "source": "madgrades",
    "source_instructor_id": "6164691",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KARINA MILLER",
    "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": 3.523,
      "graded": 155,
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      ],
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    },
    "instructor_url": "/instructors/KARINA_MILLER--instructor_c8b885ca2ed7272c84df0f90"
  },
  {
    "instructor_uid": "instructor_f6c7d774d6e564ad6277d1e7",
    "source": "madgrades",
    "source_instructor_id": "6545593",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ELIZABETE ROMANOVSKA",
    "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": 3.523,
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      ],
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    },
    "instructor_url": "/instructors/ELIZABETE_ROMANOVSKA--instructor_f6c7d774d6e564ad6277d1e7"
  },
  {
    "instructor_uid": "instructor_73b03279e86e76e8275c8830",
    "source": "enrollment",
    "source_instructor_id": "ljett",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Laura Jett",
    "email": "LJETT@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/LAURA_JETT"
  },
  {
    "instructor_uid": "instructor_e7958bcab059eee97c80cee1",
    "source": "enrollment",
    "source_instructor_id": "niedenthal",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Paula Niedenthal",
    "email": "NIEDENTHAL@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": 21,
      "quality": 4,
      "difficulty": 3.14,
      "quality_count": 21,
      "difficulty_count": 21,
      "profile_id": "rmp:1701072",
      "source_url": "https://www.ratemyprofessors.com/professor/1701072",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:16.271217+00:00",
      "courses": {
        "course_b987800ac125793f875f40b3": {
          "review_count": 18,
          "quality": 3.94,
          "difficulty": 3.28,
          "quality_count": 18,
          "difficulty_count": 18
        }
      },
      "bayesian_quality": 3.8339930651446807,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/PAULA_NIEDENTHAL"
  },
  {
    "instructor_uid": "instructor_fcf9db4456ada14d69fb60dc",
    "source": "enrollment",
    "source_instructor_id": "romanovska",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Elizabete Romanovska",
    "email": "ROMANOVSKA@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/ELIZABETE_ROMANOVSKA"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "Paula Niedenthal"
    ],
    "a": 17,
    "ab": 30,
    "b": 26,
    "bc": 14,
    "c": 4,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 92,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Paula Niedenthal"
    ],
    "a": 29,
    "ab": 26,
    "b": 18,
    "bc": 8,
    "c": 5,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 90,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Paula Niedenthal"
    ],
    "a": 21,
    "ab": 18,
    "b": 24,
    "bc": 13,
    "c": 9,
    "d": 3,
    "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 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Paula Niedenthal"
    ],
    "a": 36,
    "ab": 6,
    "b": 15,
    "bc": 10,
    "c": 7,
    "d": 3,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 78,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Paula Niedenthal"
    ],
    "a": 35,
    "ab": 20,
    "b": 22,
    "bc": 15,
    "c": 8,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 101,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Paula Niedenthal"
    ],
    "a": 22,
    "ab": 21,
    "b": 35,
    "bc": 21,
    "c": 18,
    "d": 2,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 120,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "GEETANJALI DEOLE",
      "Paula Niedenthal",
      "VINCENT FRIGO",
      "YUYAN XU"
    ],
    "a": 119,
    "ab": 30,
    "b": 15,
    "bc": 16,
    "c": 14,
    "d": 3,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 201,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Clint Jensen",
      "Paula Niedenthal",
      "THI PHUONG TAM NGUYEN"
    ],
    "a": 54,
    "ab": 17,
    "b": 17,
    "bc": 7,
    "c": 6,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 102,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "CAMILLE WILLIAMS",
      "MAREN PHALEN",
      "Madeline Pflum",
      "Paula Niedenthal"
    ],
    "a": 59,
    "ab": 35,
    "b": 39,
    "bc": 6,
    "c": 12,
    "d": 2,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 157,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "MICHELLE MARJI",
      "Paula Niedenthal",
      "SOPHIE WOHLTJEN",
      "WILLIAM WOOTEN"
    ],
    "a": 60,
    "ab": 38,
    "b": 30,
    "bc": 25,
    "c": 11,
    "d": 2,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 168,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "ANNA GLASMAN",
      "Paula Niedenthal",
      "WILLIAM WOOTEN"
    ],
    "a": 37,
    "ab": 16,
    "b": 12,
    "bc": 10,
    "c": 10,
    "d": 3,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 90,
    "source_aliases": [
      "PSYCH 508"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 508",
    "course_uid": "course_b987800ac125793f875f40b3",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "ANEL SIMENTAL",
      "Elizabete Romanovska",
      "KARINA MILLER",
      "Paula Niedenthal"
    ],
    "a": 87,
    "ab": 27,
    "b": 18,
    "bc": 13,
    "c": 8,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 155,
    "source_aliases": [
      "PSYCH 508"
    ]
  }
]
```

### statistics

#### gpa

3.318

#### graded

1432

#### counts

* 576
* 284
* 271
* 158
* 112
* 22
* 9

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b987800ac125793f875f40b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b987800ac125793f875f40b3-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b987800ac125793f875f40b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b987800ac125793f875f40b3-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_b987800ac125793f875f40b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_b987800ac125793f875f40b3-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b987800ac125793f875f40b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b987800ac125793f875f40b3-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b987800ac125793f875f40b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b987800ac125793f875f40b3-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.3184357541899443

#### count

1432

#### university

##### size

4134

##### gpa Percentile

13

##### count Percentile

94

##### 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 | 1     | false   |
| 2.4–2.8 | 10    | false   |
| 2.8–3.2 | 307   | false   |
| 3.2–3.6 | 1183  | true    |
| 3.6–4.0 | 2633  | false   |

#### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 64,
      "gpaPercentile": 40,
      "countPercentile": 81,
      "medianCount": 248,
      "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": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 33,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1142

##### term

1142

##### gpa

3.2065217391304346

##### count

92

##### university

###### size

853

###### gpa Percentile

32

###### count Percentile

67

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | false   |
| 3.2–3.6 | 320   | true    |
| 3.6–4.0 | 268   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 15,
      "gpaPercentile": 50,
      "countPercentile": 64,
      "medianCount": 82,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1152

##### term

1152

##### gpa

3.3181818181818183

##### count

88

##### university

###### size

918

###### gpa Percentile

41

###### 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 | 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": 50,
      "countPercentile": 50,
      "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

3.061797752808989

##### count

89

##### university

###### size

954

###### gpa Percentile

16

###### count Percentile

66

###### 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": 25,
      "countPercentile": 38,
      "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
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.272727272727273

##### count

77

##### university

###### size

955

###### gpa Percentile

32

###### count Percentile

54

###### 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 | 1     | false   |
| 2.4–2.8 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | true    |
| 3.6–4.0 | 369   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 17,
      "gpaPercentile": 56,
      "countPercentile": 13,
      "medianCount": 104,
      "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": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.272277227722772

##### count

101

##### university

###### size

1077

###### gpa Percentile

27

###### count Percentile

69

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 21,
      "gpaPercentile": 40,
      "countPercentile": 30,
      "medianCount": 125,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3

##### count

119

##### university

###### size

1102

###### gpa Percentile

7

###### count Percentile

73

###### median Count

68

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 5,
      "countPercentile": 37,
      "medianCount": 188.5,
      "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": 12,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.485

##### count

200

##### university

###### size

1111

###### gpa Percentile

35

###### count Percentile

87

###### median Count

68

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 19,
      "gpaPercentile": 67,
      "countPercentile": 50,
      "medianCount": 200,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.5247524752475248

##### count

101

##### university

###### size

1157

###### gpa Percentile

40

###### count Percentile

69

###### 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   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 67,
      "countPercentile": 33,
      "medianCount": 173.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.353896103896104

##### count

154

##### university

###### size

1216

###### gpa Percentile

25

###### count Percentile

81

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 48,
      "countPercentile": 29,
      "medianCount": 196,
      "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": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.2904191616766467

##### count

167

##### university

###### size

1295

###### gpa Percentile

19

###### count Percentile

83

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 24,
      "countPercentile": 38,
      "medianCount": 189,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.235955056179775

##### count

89

##### university

###### size

1241

###### gpa Percentile

15

###### 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": "PSYCH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 37,
      "countPercentile": 11,
      "medianCount": 184.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.52258064516129

##### count

155

##### university

###### size

1333

###### gpa Percentile

34

###### count Percentile

81

###### 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": 71,
      "countPercentile": 33,
      "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
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4134

###### gpa

3.657730033775581

###### top Share

81.81767132204396

###### count

135

##### PSYCH

###### size

64

###### gpa

3.560333117803821

###### top Share

75.02066509874822

###### count

248

#### terms

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### PSYCH

###### size

15

###### gpa

3.292160106620862

###### top Share

61.013120865650215

###### count

82

##### 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

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### PSYCH

###### size

17

###### gpa

3.3645101563296795

###### top Share

63.62260847323748

###### count

104

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### PSYCH

###### size

21

###### gpa

3.423195155241973

###### top Share

66.35676815294043

###### count

125

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### PSYCH

###### size

20

###### gpa

3.358687299763708

###### top Share

62.09347939778836

###### count

188.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### PSYCH

###### size

19

###### gpa

3.44976439958052

###### top Share

69.0382440431759

###### count

200

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### PSYCH

###### size

22

###### gpa

3.407420591085211

###### top Share

67.11808007774425

###### count

173.5

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### PSYCH

###### size

22

###### gpa

3.442082871984894

###### top Share

70.28913164013164

###### count

196

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### PSYCH

###### size

22

###### gpa

3.4456179696493945

###### top Share

69.78973081733967

###### count

189

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### PSYCH

###### size

20

###### gpa

3.4090708755099746

###### top Share

67.32853638768276

###### count

184.5

##### 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

## instructor Trends

```json
[
  {
    "uid": "instructor_9f4248300c4045d625440ad5",
    "name": "PAULA NIEDENTHAL",
    "count": 1432,
    "terms": [
      {
        "term": "1142",
        "count": 92,
        "sections": 1,
        "gpa": 3.2065217391304346
      },
      {
        "term": "1152",
        "count": 88,
        "sections": 1,
        "gpa": 3.3181818181818183
      },
      {
        "term": "1162",
        "count": 89,
        "sections": 1,
        "gpa": 3.061797752808989
      },
      {
        "term": "1174",
        "count": 77,
        "sections": 1,
        "gpa": 3.272727272727273
      },
      {
        "term": "1192",
        "count": 101,
        "sections": 1,
        "gpa": 3.272277227722772
      },
      {
        "term": "1202",
        "count": 119,
        "sections": 1,
        "gpa": 3
      },
      {
        "term": "1212",
        "count": 200,
        "sections": 1,
        "gpa": 3.485
      },
      {
        "term": "1222",
        "count": 101,
        "sections": 1,
        "gpa": 3.5247524752475248
      },
      {
        "term": "1232",
        "count": 154,
        "sections": 1,
        "gpa": 3.353896103896104
      },
      {
        "term": "1242",
        "count": 167,
        "sections": 1,
        "gpa": 3.2904191616766467
      },
      {
        "term": "1244",
        "count": 89,
        "sections": 1,
        "gpa": 3.235955056179775
      },
      {
        "term": "1252",
        "count": 155,
        "sections": 1,
        "gpa": 3.52258064516129
      }
    ]
  },
  {
    "uid": "instructor_da6a023bd96b2dfabd43b64a",
    "name": "WILLIAM WOOTEN",
    "count": 256,
    "terms": [
      {
        "term": "1242",
        "count": 167,
        "sections": 1,
        "gpa": 3.2904191616766467
      },
      {
        "term": "1244",
        "count": 89,
        "sections": 1,
        "gpa": 3.235955056179775
      }
    ]
  },
  {
    "uid": "instructor_1b84cba9d014eaede56e5cfd",
    "name": "YUYAN XU",
    "count": 200,
    "terms": [
      {
        "term": "1212",
        "count": 200,
        "sections": 1,
        "gpa": 3.485
      }
    ]
  },
  {
    "uid": "instructor_c3c457f539f4d3366bb630ff",
    "name": "GEETANJALI DEOLE",
    "count": 200,
    "terms": [
      {
        "term": "1212",
        "count": 200,
        "sections": 1,
        "gpa": 3.485
      }
    ]
  },
  {
    "uid": "instructor_eaef034ab63de084a2142862",
    "name": "VINCENT FRIGO",
    "count": 200,
    "terms": [
      {
        "term": "1212",
        "count": 200,
        "sections": 1,
        "gpa": 3.485
      }
    ]
  },
  {
    "uid": "instructor_96effa53d099474ae8c7787f",
    "name": "MICHELLE MARJI",
    "count": 167,
    "terms": [
      {
        "term": "1242",
        "count": 167,
        "sections": 1,
        "gpa": 3.2904191616766467
      }
    ]
  },
  {
    "uid": "instructor_f3d2e74a7495017144c88eae",
    "name": "SOPHIE WOHLTJEN",
    "count": 167,
    "terms": [
      {
        "term": "1242",
        "count": 167,
        "sections": 1,
        "gpa": 3.2904191616766467
      }
    ]
  },
  {
    "uid": "instructor_804368a2fb5bfb4b3c8e9820",
    "name": "ANEL SIMENTAL",
    "count": 155,
    "terms": [
      {
        "term": "1252",
        "count": 155,
        "sections": 1,
        "gpa": 3.52258064516129
      }
    ]
  },
  {
    "uid": "instructor_c8b885ca2ed7272c84df0f90",
    "name": "KARINA MILLER",
    "count": 155,
    "terms": [
      {
        "term": "1252",
        "count": 155,
        "sections": 1,
        "gpa": 3.52258064516129
      }
    ]
  },
  {
    "uid": "instructor_f6c7d774d6e564ad6277d1e7",
    "name": "ELIZABETE ROMANOVSKA",
    "count": 155,
    "terms": [
      {
        "term": "1252",
        "count": 155,
        "sections": 1,
        "gpa": 3.52258064516129
      }
    ]
  },
  {
    "uid": "instructor_60f8c9a4bcfb7bc1012b360e",
    "name": "MADELINE PFLUM",
    "count": 154,
    "terms": [
      {
        "term": "1232",
        "count": 154,
        "sections": 1,
        "gpa": 3.353896103896104
      }
    ]
  },
  {
    "uid": "instructor_a24bab5973002804fc3f1ca6",
    "name": "CAMILLE WILLIAMS",
    "count": 154,
    "terms": [
      {
        "term": "1232",
        "count": 154,
        "sections": 1,
        "gpa": 3.353896103896104
      }
    ]
  },
  {
    "uid": "instructor_c2873d558e6ec4ba39acb50f",
    "name": "MAREN PHALEN",
    "count": 154,
    "terms": [
      {
        "term": "1232",
        "count": 154,
        "sections": 1,
        "gpa": 3.353896103896104
      }
    ]
  },
  {
    "uid": "instructor_caca0a3625fef1fe8da5e988",
    "name": "CLINT JENSEN",
    "count": 101,
    "terms": [
      {
        "term": "1222",
        "count": 101,
        "sections": 1,
        "gpa": 3.5247524752475248
      }
    ]
  },
  {
    "uid": "instructor_e43ef0013225930a9b3df390",
    "name": "THI PHUONG TAM NGUYEN",
    "count": 101,
    "terms": [
      {
        "term": "1222",
        "count": 101,
        "sections": 1,
        "gpa": 3.5247524752475248
      }
    ]
  },
  {
    "uid": "instructor_3609d8c4468d8f34cf5bc270",
    "name": "ANNA GLASMAN",
    "count": 89,
    "terms": [
      {
        "term": "1244",
        "count": 89,
        "sections": 1,
        "gpa": 3.235955056179775
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.04

#### upper

3.81

#### coverage

80

#### terms

7

### gpa

3.423469765692021

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 46.329703649507955 |
| AB    | 19.914032513791906 |
| B     | 17.21198329973131  |
| BC    | 8.94483943881328   |
| C     | 6.253166851576484  |
| D     | 0.8246659735185439 |
| F     | 0.5216082730605219 |

### source Terms

* 1252
* 1242
* 1232
* 1222

### source Count

577

### same Season

true

### historical Range

* 3.2904191616766467
* 3.524752475247525

### backtest

#### terms

7

#### gpa Error

0.16911726910685612

#### mix Error

16.90487930696854
