# PSYCH 403: Psychology of Personality | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PSYCH_403)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

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

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
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### term

1272

### departments

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

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

915639904a1d1e041c6534cd28d190e61777baeadc40cb0f55924956f87edcf3

### course id

PSYCH 403

### course uid

course\_d7ab287023ed108e85984abd

### catalog version id

ce68d735f67f02169abf9a08726a93e2fc7a83bc4af52192933f8b186bcc4461

### course number

403

### subjects

* PSYCH

### title

PSYCHOLOGY OF PERSONALITY

### description

Organization and development of the personality.

### requirements text

PSYCH 202

### credits min

3

### credits max

3

### credit offering ids

* 1272:820:016417

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

66fdc917c295aca8bbf5dbba137fc5bc00410e9b8b02978c4eb6af46f134b617

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

PSYCH 403 covers the organization and development of the personality.

### llm topics

* Personality organization and development

### llm skills

None recorded.

### llm assumed background

* Introduction to psychology covering behavior, development, and personality basics

### llm search phrases

* psychology of personality course
* PSYCH 403 personality development
* advanced personality psychology

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

e860e655af622e9d5e5aae2ff591b891cf403a86ac536a06d798b37d319cf8d5

#### course id

PSYCH 403

#### current instructors

```json
[
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    "instructor_uid": "instructor_d7120add5ae951734904b425",
    "message": "No course-specific reviews available",
    "name": "Irene Xu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_9f9ac1b58efc2053f1ee4b06",
    "message": null,
    "name": "Madeline Pflum",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2679421",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Madeline Pflum",
            "review_date": "2021-04-26 21:03:03 +0000 UTC",
            "review_id": "6bf0ec82011ee230d61eb92b",
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            "source_instructor_id": "rmp:2679421",
            "source_review_id": "UmF0aW5nLTM0NjI4NTIz",
            "source_url": "https://www.ratemyprofessors.com/professor/2679421",
            "type": "review"
          },
          {
            "instructor_name": "Madeline Pflum",
            "review_date": "2021-05-12 00:58:24 +0000 UTC",
            "review_id": "baf4f1cb4548cd5ec01361ec",
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            "source_instructor_id": "rmp:2679421",
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            "type": "review"
          },
          {
            "instructor_name": "Madeline Pflum",
            "review_date": "2022-04-19 23:01:38 +0000 UTC",
            "review_id": "b01c521e614d4ef28d9c20e8",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2679421",
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            "source_url": "https://www.ratemyprofessors.com/professor/2679421",
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          },
          {
            "instructor_name": "Madeline Pflum",
            "review_date": "2022-05-04 19:49:45 +0000 UTC",
            "review_id": "e6b87ace1e9ea742eb76a47d",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2679421",
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            "source_url": "https://www.ratemyprofessors.com/professor/2679421",
            "type": "review"
          }
        ],
        "text": "Madeline Pflum is described as caring, responsive, and organized, with students noting her helpfulness and reasonable nature. Some reviewers found her lectures dry or unengaging, while others found them easy to follow and relatable."
      },
      {
        "citations": [
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            "review_date": "2021-12-23 15:57:45 +0000 UTC",
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          {
            "instructor_name": "Madeline Pflum",
            "review_date": "2023-11-15 20:30:33 +0000 UTC",
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            "instructor_name": "Madeline Pflum",
            "review_date": "2025-05-03 19:17:02 +0000 UTC",
            "review_id": "6a09163fbe88066567eac6c6",
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            "source_review_id": "UmF0aW5nLTQxMTQ1OTA3",
            "source_url": "https://www.ratemyprofessors.com/professor/2679421",
            "type": "review"
          },
          {
            "instructor_name": "Madeline Pflum",
            "review_date": "2025-05-13 22:23:43 +0000 UTC",
            "review_id": "f2da89167c81d59f289e2463",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2679421",
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            "source_url": "https://www.ratemyprofessors.com/professor/2679421",
            "type": "review"
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        ],
        "text": "Recent reviews highlight significant frustration with exam difficulty, citing tricky questions, poor study guides, and a disconnect between lecture content and test material. Students report that exams require extensive textbook reading and attention to specific details not covered in class."
      },
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            "table": "section_grades_latest",
            "term_id": "1254",
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        ],
        "text": "Recent recorded grades — Spring 2022: 2.84 GPA, 35.7% A/AB (n=350 letter grades); Spring 2024: 2.77 GPA, 30.5% A/AB (n=233 letter grades); Spring 2025: 2.84 GPA, 34.4% A/AB (n=311 letter grades). Includes jointly taught sections."
      }
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  }
]
```

#### difficulty workload

Reviews criticize the heavy reliance on detailed textbook reading for exams, noting that lectures often repeat the book and exams can be tricky or poorly worded.

```json
{
  "citations": [
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      "instructor_name": "Madeline Pflum",
      "review_date": "2021-12-23 15:57:45 +0000 UTC",
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      "source_instructor_id": "rmp:2679421",
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    },
    {
      "instructor_name": "Madeline Pflum",
      "review_date": "2023-11-15 20:30:33 +0000 UTC",
      "review_id": "1b219410a23fe98f46fdb7d1",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2679421",
      "source_review_id": "UmF0aW5nLTM4Mzk5MDQ2",
      "source_url": "https://www.ratemyprofessors.com/professor/2679421",
      "type": "review"
    },
    {
      "instructor_name": "Madeline Pflum",
      "review_date": "2025-05-03 19:17:02 +0000 UTC",
      "review_id": "6a09163fbe88066567eac6c6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2679421",
      "source_review_id": "UmF0aW5nLTQxMTQ1OTA3",
      "source_url": "https://www.ratemyprofessors.com/professor/2679421",
      "type": "review"
    },
    {
      "instructor_name": "Madeline Pflum",
      "review_date": "2025-05-13 22:23:43 +0000 UTC",
      "review_id": "f2da89167c81d59f289e2463",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2679421",
      "source_review_id": "UmF0aW5nLTQxMjcyMzE1",
      "source_url": "https://www.ratemyprofessors.com/professor/2679421",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Stephanie Carpenter describe lectures as unengaging and repetitive, with students reporting she reads slides verbatim. While some found the course easy with helpful study guides and extra credit, others criticized the lack of passion and vague paper instructions.

```json
{
  "citations": [
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-11-07 17:30:14 +0000 UTC",
      "review_id": "7e56878248cb4ef60dc17dc0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2840399",
      "source_review_id": "UmF0aW5nLTM2NzkwMDE4",
      "source_url": "https://www.ratemyprofessors.com/professor/2840399",
      "type": "review"
    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-11-10 21:33:52 +0000 UTC",
      "review_id": "efa37fade62531b5eaf0b5c1",
      "run_id": "20260907T155543-ce3781c4",
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      "source_review_id": "UmF0aW5nLTM2ODEzNDU1",
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    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-11-29 21:15:55 +0000 UTC",
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      "type": "review"
    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-11-30 21:05:39 +0000 UTC",
      "review_id": "12d4bad4192dc46cbcb32508",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2840399",
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      "source_url": "https://www.ratemyprofessors.com/professor/2840399",
      "type": "review"
    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-12-08 19:41:12 +0000 UTC",
      "review_id": "7c400c08e51eb83084ba0444",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2840399",
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    {
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      "review_date": "2022-12-08 21:40:47 +0000 UTC",
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    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-12-18 05:11:44 +0000 UTC",
      "review_id": "864d4898ed0bd21baa88486c",
      "run_id": "20260907T155543-ce3781c4",
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    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2022-12-18 23:58:41 +0000 UTC",
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      "source_instructor_id": "rmp:2840399",
      "source_review_id": "UmF0aW5nLTM3MTgyMDkw",
      "source_url": "https://www.ratemyprofessors.com/professor/2840399",
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    },
    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2023-01-05 03:24:01 +0000 UTC",
      "review_id": "00086432b4c6d8cf231a0ce2",
      "run_id": "20260907T155543-ce3781c4",
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    {
      "instructor_name": "Stephanie Carpenter",
      "review_date": "2023-01-26 04:55:10 +0000 UTC",
      "review_id": "054345a2a659e2a86ef9a2aa",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2840399",
      "source_review_id": "UmF0aW5nLTM3MzgwNDY4",
      "source_url": "https://www.ratemyprofessors.com/professor/2840399",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Madeline Pflum is described as caring, responsive, and organized, with students finding the course manageable if they read the textbook and attend lectures.

```json
{
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      "source_url": "https://www.ratemyprofessors.com/professor/2679421",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2023: 3.19 GPA, 58.1% A/AB (n=217 letter grades); Spring 2024: 2.77 GPA, 30.5% A/AB (n=233 letter grades); Spring 2025: 2.84 GPA, 34.4% A/AB (n=311 letter grades).

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      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students appreciate Pflum's kindness and accessibility, though some find her lectures dry or monotonous due to their repetitive nature relative to the readings.

```json
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}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

MADELINE PFLUM is recorded teaching in Fall 2021, Spring 2022, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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}
```

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

```json
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      },
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      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
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      "timing": "prior"
    },
    "evidence": "PSYCH 202",
    "id": "n0",
    "kind": "course"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

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```

### offerings

```json
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    "term_id": "1272",
    "source_course_id": "016417",
    "source_subject_id": "820",
    "title": "Psychology of Personality",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

```json
[
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    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 315,
    "enrolled": 315,
    "waitlisted": 1,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "name": "JULIE KIRSCH",
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      "difficulty_count": 11,
      "profile_id": "rmp:2840399",
      "source_url": "https://www.ratemyprofessors.com/professor/2840399",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:04:58.750207+00:00",
      "courses": {
        "course_d7ab287023ed108e85984abd": {
          "review_count": 11,
          "quality": 2.45,
          "difficulty": 3,
          "quality_count": 11,
          "difficulty_count": 11
        }
      },
      "bayesian_quality": 3.2304424409978036,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.315,
      "graded": 625,
      "counts": [
        224,
        171,
        104,
        69,
        41,
        11,
        5
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/STEPHANIE_CARPENTER"
  },
  {
    "instructor_uid": "instructor_2dffb179fb7d101426c1e674",
    "source": "madgrades",
    "source_instructor_id": "6209259",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUGUANG DUAN",
    "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": 3.626,
      "graded": 1330,
      "counts": [
        883,
        202,
        113,
        60,
        38,
        19,
        15
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/YUGUANG_DUAN"
  },
  {
    "instructor_uid": "instructor_bbad0764e4eb276a4d31416d",
    "source": "madgrades",
    "source_instructor_id": "5307335",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "QUANFA HE",
    "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": 3.237,
      "graded": 1103,
      "counts": [
        435,
        210,
        193,
        122,
        89,
        33,
        21
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/QUANFA_HE--instructor_bbad0764e4eb276a4d31416d"
  },
  {
    "instructor_uid": "instructor_bf8f5f1187b75c7fc5cc0e5b",
    "source": "madgrades",
    "source_instructor_id": "6468946",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MADISON LEAKE",
    "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": 2.841,
      "graded": 311,
      "counts": [
        35,
        72,
        70,
        65,
        53,
        13,
        3
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/MADISON_LEAKE"
  },
  {
    "instructor_uid": "instructor_9f9ac1b58efc2053f1ee4b06",
    "source": "enrollment",
    "source_instructor_id": "mpflum",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Madeline Pflum",
    "email": "MPFLUM@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": 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,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_a6d56896c154e639fa25048c": {
          "review_count": 5,
          "quality": 4.2,
          "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
    },
    "instructor_url": "/instructors/MADELINE_PFLUM"
  },
  {
    "instructor_uid": "instructor_d7120add5ae951734904b425",
    "source": "enrollment",
    "source_instructor_id": "mxu226",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Irene Xu",
    "email": "MXU226@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/IRENE_XU"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "BAOYU WANG",
      "JULIE KIRSCH"
    ],
    "a": 23,
    "ab": 21,
    "b": 26,
    "bc": 14,
    "c": 7,
    "d": 7,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 100,
    "source_aliases": [
      "PSYCH 403"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Madeline Pflum",
      "WILLIAM WOOTEN"
    ],
    "a": 56,
    "ab": 83,
    "b": 73,
    "bc": 52,
    "c": 48,
    "d": 13,
    "f": 7,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 6,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 340,
    "source_aliases": [
      "PSYCH 403"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Madeline Pflum",
      "WILLIAM WOOTEN"
    ],
    "a": 51,
    "ab": 74,
    "b": 77,
    "bc": 64,
    "c": 64,
    "d": 13,
    "f": 7,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 352,
    "source_aliases": [
      "PSYCH 403"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "STEPHANIE CARPENTER",
      "WILLIAM WOOTEN"
    ],
    "a": 100,
    "ab": 84,
    "b": 64,
    "bc": 38,
    "c": 20,
    "d": 5,
    "f": 4,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 315,
    "source_aliases": [
      "PSYCH 403"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "STEPHANIE CARPENTER",
      "YUGUANG DUAN"
    ],
    "a": 56,
    "ab": 70,
    "b": 35,
    "bc": 30,
    "c": 19,
    "d": 6,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 219,
    "source_aliases": [
      "PSYCH 403"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Madeline Pflum",
      "QUANFA HE"
    ],
    "a": 24,
    "ab": 47,
    "b": 60,
    "bc": 46,
    "c": 40,
    "d": 10,
    "f": 6,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 238,
    "source_aliases": [
      "PSYCH 403"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 403",
    "course_uid": "course_d7ab287023ed108e85984abd",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "MADISON LEAKE",
      "Madeline Pflum"
    ],
    "a": 35,
    "ab": 72,
    "b": 70,
    "bc": 65,
    "c": 53,
    "d": 13,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 313,
    "source_aliases": [
      "PSYCH 403"
    ]
  }
]
```

### statistics

#### gpa

2.97

#### graded

1857

#### counts

* 345
* 451
* 405
* 309
* 251
* 67
* 29

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d7ab287023ed108e85984abd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d7ab287023ed108e85984abd-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d7ab287023ed108e85984abd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d7ab287023ed108e85984abd-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d7ab287023ed108e85984abd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d7ab287023ed108e85984abd-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d7ab287023ed108e85984abd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d7ab287023ed108e85984abd-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d7ab287023ed108e85984abd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d7ab287023ed108e85984abd-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

2.9698438341410878

#### count

1857

#### university

##### size

3802

##### gpa Percentile

2

##### count Percentile

98

##### median Count

107

##### 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 | 19    | false   |
| 2.8–3.2 | 259   | true    |
| 3.2–3.6 | 1002  | false   |
| 3.6–4.0 | 2522  | false   |

#### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 56,
      "gpaPercentile": 2,
      "countPercentile": 95,
      "medianCount": 175,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 27,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1202

##### term

1202

##### gpa

3.025252525252525

##### count

99

##### university

###### size

1102

###### gpa Percentile

9

###### count Percentile

67

###### 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": 11,
      "countPercentile": 26,
      "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
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

2.9292168674698793

##### count

332

##### university

###### size

1157

###### gpa Percentile

4

###### count Percentile

94

###### 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   | true    |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 10,
      "countPercentile": 90,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

2.842857142857143

##### count

350

##### university

###### size

1171

###### gpa Percentile

3

###### count Percentile

94

###### median Count

64

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 18,
      "gpaPercentile": 0,
      "countPercentile": 82,
      "medianCount": 226,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.257142857142857

##### count

315

##### university

###### size

1216

###### gpa Percentile

19

###### count Percentile

93

###### 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": 33,
      "countPercentile": 81,
      "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
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.193548387096774

##### count

217

##### university

###### size

1188

###### gpa Percentile

13

###### count Percentile

89

###### median Count

65

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 26,
      "countPercentile": 53,
      "medianCount": 201,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

2.7703862660944205

##### count

233

##### university

###### size

1241

###### gpa Percentile

1

###### count Percentile

90

###### 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     | true    |
| 2.8–3.2 | 151   | false   |
| 3.2–3.6 | 373   | false   |
| 3.6–4.0 | 706   | false   |

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 0,
      "countPercentile": 63,
      "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": true
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

2.8408360128617365

##### count

311

##### university

###### size

1289

###### gpa Percentile

1

###### count Percentile

93

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 21,
      "gpaPercentile": 0,
      "countPercentile": 80,
      "medianCount": 184,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3802

###### gpa

3.672708704051574

###### top Share

82.74388385557216

###### count

107

##### PSYCH

###### size

56

###### gpa

3.55991616775978

###### top Share

75.11292843015623

###### count

175

#### terms

##### 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

##### 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

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### PSYCH

###### size

18

###### gpa

3.4120250428463477

###### top Share

66.53408209766918

###### count

226

##### 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

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### PSYCH

###### size

20

###### gpa

3.4539384055570475

###### top Share

71.04450483819372

###### count

201

##### 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

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### PSYCH

###### size

21

###### gpa

3.4758286943378804

###### top Share

71.4472753270678

###### count

184

## instructor Trends

```json
[
  {
    "uid": "instructor_60f8c9a4bcfb7bc1012b360e",
    "name": "MADELINE PFLUM",
    "count": 1226,
    "terms": [
      {
        "term": "1222",
        "count": 332,
        "sections": 1,
        "gpa": 2.9292168674698793
      },
      {
        "term": "1224",
        "count": 350,
        "sections": 1,
        "gpa": 2.842857142857143
      },
      {
        "term": "1244",
        "count": 233,
        "sections": 1,
        "gpa": 2.7703862660944205
      },
      {
        "term": "1254",
        "count": 311,
        "sections": 1,
        "gpa": 2.8408360128617365
      }
    ]
  },
  {
    "uid": "instructor_da6a023bd96b2dfabd43b64a",
    "name": "WILLIAM WOOTEN",
    "count": 997,
    "terms": [
      {
        "term": "1222",
        "count": 332,
        "sections": 1,
        "gpa": 2.9292168674698793
      },
      {
        "term": "1224",
        "count": 350,
        "sections": 1,
        "gpa": 2.842857142857143
      },
      {
        "term": "1232",
        "count": 315,
        "sections": 1,
        "gpa": 3.257142857142857
      }
    ]
  },
  {
    "uid": "instructor_37769f8710929410f865282b",
    "name": "STEPHANIE CARPENTER",
    "count": 532,
    "terms": [
      {
        "term": "1232",
        "count": 315,
        "sections": 1,
        "gpa": 3.257142857142857
      },
      {
        "term": "1234",
        "count": 217,
        "sections": 1,
        "gpa": 3.193548387096774
      }
    ]
  },
  {
    "uid": "instructor_bf8f5f1187b75c7fc5cc0e5b",
    "name": "MADISON LEAKE",
    "count": 311,
    "terms": [
      {
        "term": "1254",
        "count": 311,
        "sections": 1,
        "gpa": 2.8408360128617365
      }
    ]
  },
  {
    "uid": "instructor_bbad0764e4eb276a4d31416d",
    "name": "QUANFA HE",
    "count": 233,
    "terms": [
      {
        "term": "1244",
        "count": 233,
        "sections": 1,
        "gpa": 2.7703862660944205
      }
    ]
  },
  {
    "uid": "instructor_2dffb179fb7d101426c1e674",
    "name": "YUGUANG DUAN",
    "count": 217,
    "terms": [
      {
        "term": "1234",
        "count": 217,
        "sections": 1,
        "gpa": 3.193548387096774
      }
    ]
  },
  {
    "uid": "instructor_7a6636aad0c323e9707eeb2d",
    "name": "BAOYU WANG",
    "count": 99,
    "terms": [
      {
        "term": "1202",
        "count": 99,
        "sections": 1,
        "gpa": 3.025252525252525
      }
    ]
  },
  {
    "uid": "instructor_efbb6b26cd035c14c9fa80ab",
    "name": "JULIE KIRSCH",
    "count": 99,
    "terms": [
      {
        "term": "1202",
        "count": 99,
        "sections": 1,
        "gpa": 3.025252525252525
      }
    ]
  }
]
```

## following

| code      | title                                                         |
| --------- | ------------------------------------------------------------- |
| PSYCH 503 | SOCIAL DEVELOPMENT                                            |
| PSYCH 508 | PSYCHOLOGY OF HUMAN EMOTIONS: FROM BIOLOGY TO CULTURE         |
| PSYCH 526 | THE CRIMINAL MIND: FORENSIC AND PSYCHOBIOLOGICAL PERSPECTIVES |
| PSYCH 528 | CULTURAL PSYCHOLOGY                                           |
| PSYCH 532 | PSYCHOLOGICAL EFFECTS OF THE INTERNET                         |

## projection

### target

1272

### gpa

2.9853335271613886

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 18.887592379605174 |
| AB    | 24.792536631020543 |
| B     | 21.562959500842116 |
| BC    | 16.703560722602564 |
| C     | 13.214047611106286 |
| D     | 3.3332294579008708 |
| F     | 1.5060736969224446 |

### source Terms

* 1254
* 1244
* 1234
* 1232
* 1224
* 1222

### source Count

1758

### same Season

false

### historical Range

* 2.7703862660944205
* 3.257142857142857
