# PSYCH 710: Design and Analysis of Psychological Experiments II | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PSYCH_710)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

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### built at

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8951

### current instructors

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### limited

false

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### term

1272

### departments

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| RADIOL    | 11    |
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| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
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## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

cee896cfe89d1bb7324e2f624e267437644f9641eda9ef424ea2d5594974098a

### course id

PSYCH 710

### course uid

course\_d5eb02e4f4bcae9fed26defe

### catalog version id

cc4a81e4aff2c55e5c9e6395f7d0215177a876ec8c7f2066037a0f8637cd7d2a

### course number

710

### subjects

* PSYCH

### title

DESIGN AND ANALYSIS OF PSYCHOLOGICAL EXPERIMENTS II

### description

Statistical power, paired-samples t-test, within-subjects ANOVA, mixed models, mediation in within-subjects designs, contrast analysis (= the analysis of categorical predictors with 3 or more levels), multilevel modeling, linear mixed-effects models, restricted maximum likelihood, signal detection theory, logistic regression, exploratory factor analysis, missing data.

### requirements text

Consent of instructor

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

62f12416172cadaded5f4bca5fb88aba916f9d986c339a835ee07d65fca5c4f1

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

PSYCH 710 covers advanced statistical methods for psychological experiments, including mixed models, ANOVA, and mediation.

### llm topics

* Restricted maximum likelihood
* Signal detection theory
* Logistic regression
* Exploratory factor analysis
* Missing data

### llm skills

* Statistical power
* Paired-samples t-test
* Within-subjects ANOVA
* Mixed models
* Mediation in within-subjects designs
* Contrast analysis
* Multilevel modeling
* Linear mixed-effects models

### llm assumed background

None recorded.

### llm search phrases

* PSYCH 710 statistical power
* mixed models ANOVA
* mediation within-subjects
* signal detection theory
* logistic regression PSYCH

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

14647f476f4f2e8856cd0aa67c593f92918c9f1345ec0648aac926f67f22c11e

#### course id

PSYCH 710

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2024: 3.79 GPA, 87.5% A/AB (n=40 letter grades); Spring 2025: 3.67 GPA, 76.3% A/AB (n=38 letter grades); Spring 2026: 3.74 GPA, 87.1% A/AB (n=31 letter grades).

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#### student experience

None recorded.

#### task hash

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#### teaching history

None recorded.

#### term id

1272

#### term name

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#### version

2

### requirements

#### nodes

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#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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      ],
      "sections": 2
    },
    "instructor_url": "/instructors/KIRA_BREEDEN--instructor_703c9d19ce7e94ea8227cd5c"
  },
  {
    "instructor_uid": "instructor_70718c245bc9ff204d91d5fe",
    "source": "madgrades",
    "source_instructor_id": "6686211",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LAUREN KHOURY",
    "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": 3.566,
      "graded": 98,
      "counts": [
        56,
        27,
        6,
        4,
        1,
        1,
        3
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/LAUREN_KHOURY--instructor_70718c245bc9ff204d91d5fe"
  },
  {
    "instructor_uid": "instructor_8d86bb60bf6f3a9e2bd9ec5f",
    "source": "madgrades",
    "source_instructor_id": "6553692",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DEEP PATEL",
    "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": 3.245,
      "graded": 137,
      "counts": [
        73,
        12,
        17,
        7,
        20,
        2,
        6
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/DEEP_PATEL--instructor_8d86bb60bf6f3a9e2bd9ec5f"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "Markus Brauer"
    ],
    "a": 10,
    "ab": 9,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "John Curtin"
    ],
    "a": 15,
    "ab": 1,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "John Curtin"
    ],
    "a": 8,
    "ab": 0,
    "b": 3,
    "bc": 2,
    "c": 0,
    "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": 14,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "John Curtin"
    ],
    "a": 12,
    "ab": 4,
    "b": 5,
    "bc": 0,
    "c": 0,
    "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": 22,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "John Curtin"
    ],
    "a": 16,
    "ab": 6,
    "b": 3,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Markus Brauer"
    ],
    "a": 6,
    "ab": 9,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "John Curtin",
      "Markus Brauer"
    ],
    "a": 10,
    "ab": 3,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 17,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "John Curtin",
      "Markus Brauer"
    ],
    "a": 15,
    "ab": 9,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 28,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "BAS ROKERS",
      "Markus Brauer"
    ],
    "a": 12,
    "ab": 7,
    "b": 6,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Markus Brauer"
    ],
    "a": 10,
    "ab": 6,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Markus Brauer"
    ],
    "a": 11,
    "ab": 5,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 18,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Markus Brauer"
    ],
    "a": 15,
    "ab": 11,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 31,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Markus Brauer"
    ],
    "a": 16,
    "ab": 8,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "BENJAMIN DOUGLAS",
      "ETHAN HARROD",
      "Markus Brauer"
    ],
    "a": 15,
    "ab": 4,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "EMMA CUNNINGHAM",
      "MICHAEL ASHER",
      "YOLANDA COLON"
    ],
    "a": 18,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "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": 22,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "BENJAMIN DOUGLAS",
      "LICHEN DONG",
      "NICHOLAS VEST",
      "ROBERT HAWKINS"
    ],
    "a": 28,
    "ab": 7,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "BENJAMIN DOUGLAS"
    ],
    "a": 24,
    "ab": 5,
    "b": 8,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "PSYCH 710"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PSYCH 710",
    "course_uid": "course_d5eb02e4f4bcae9fed26defe",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "DEEP PATEL",
      "KIRA BREEDEN",
      "LAUREN KHOURY",
      "Markus Brauer"
    ],
    "a": 21,
    "ab": 6,
    "b": 2,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "PSYCH 710"
    ]
  }
]
```

### statistics

#### gpa

3.702

#### graded

435

#### counts

* 262
* 102
* 63
* 5
* 1
* 2
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d5eb02e4f4bcae9fed26defe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d5eb02e4f4bcae9fed26defe-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d5eb02e4f4bcae9fed26defe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d5eb02e4f4bcae9fed26defe-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d5eb02e4f4bcae9fed26defe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d5eb02e4f4bcae9fed26defe-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7022988505747128

#### count

435

#### university

##### size

4451

##### gpa Percentile

49

##### count Percentile

76

##### median Count

154

##### 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 | 18    | false   |
| 2.8–3.2 | 351   | false   |
| 3.2–3.6 | 1303  | false   |
| 3.6–4.0 | 2779  | true    |

#### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 60,
      "gpaPercentile": 58,
      "countPercentile": 58,
      "medianCount": 275.5,
      "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": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 32,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1074

##### term

1074

##### gpa

3.6904761904761907

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1084

##### term

1084

##### gpa

3.642857142857143

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1094

##### term

1094

##### gpa

3.357142857142857

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1104

##### term

1104

##### gpa

3.6666666666666665

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1114

##### term

1114

##### gpa

3.7115384615384617

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1122

##### term

1122

##### gpa

3.525

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1134

##### term

1134

##### gpa

3.7666666666666666

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1144

##### term

1144

##### gpa

3.6964285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1154

##### term

1154

##### gpa

3.62

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1164

##### term

1164

##### gpa

3.65

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1174

##### term

1174

##### gpa

3.75

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1194

##### term

1194

##### gpa

3.661290322580645

##### count

31

##### university

###### size

1040

###### gpa Percentile

62

###### count Percentile

2

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 19,
      "gpaPercentile": 67,
      "countPercentile": 0,
      "medianCount": 188,
      "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": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.8333333333333335

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1224

##### term

1224

##### gpa

3.8095238095238093

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1234

##### term

1234

##### gpa

3.9047619047619047

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PSYCH   |            |

#### 1244

##### term

1244

##### gpa

3.7875

##### count

40

##### university

###### size

1241

###### gpa Percentile

66

###### count Percentile

22

###### median Count

65

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 89,
      "countPercentile": 0,
      "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": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.6710526315789473

##### count

38

##### university

###### size

1289

###### gpa Percentile

48

###### count Percentile

17

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 21,
      "gpaPercentile": 70,
      "countPercentile": 0,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.7419354838709675

##### count

31

##### university

###### size

1283

###### gpa Percentile

55

###### count Percentile

2

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "PSYCH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 71,
      "countPercentile": 0,
      "medianCount": 185,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4451

###### gpa

3.649965902415254

###### top Share

81.22717135106556

###### count

154

##### PSYCH

###### size

60

###### gpa

3.5574451321311584

###### top Share

75.16965773712978

###### count

275.5

#### terms

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### PSYCH

###### size

11

###### gpa

3.0540422053422387

###### top Share

45.775225081863645

###### count

170

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### PSYCH

###### size

11

###### gpa

2.9957822530567246

###### top Share

43.74449558335551

###### count

182

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

###### PSYCH

###### size

10

###### gpa

3.0427617502118967

###### top Share

43.84960453770488

###### count

178

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### PSYCH

###### size

11

###### gpa

2.9974542120402528

###### top Share

43.39873579845639

###### count

180

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### PSYCH

###### size

12

###### gpa

3.0410430203919585

###### top Share

47.43190832701591

###### count

158.5

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### PSYCH

###### size

10

###### gpa

3.170966337545113

###### top Share

52.49821116156302

###### count

140

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### PSYCH

###### size

11

###### gpa

3.0322108772909826

###### top Share

44.791105621621675

###### count

180

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### PSYCH

###### size

12

###### gpa

3.1758886902220453

###### top Share

52.29177146887971

###### count

78

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### PSYCH

###### size

13

###### gpa

3.2941956322130377

###### top Share

59.900260968368755

###### count

139

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### PSYCH

###### size

13

###### gpa

3.3080275883109858

###### top Share

60.20308702041834

###### count

148

##### 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

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### PSYCH

###### size

19

###### gpa

3.4599315905844583

###### top Share

69.18998825969474

###### count

188

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### PSYCH

###### size

19

###### gpa

3.700347750222924

###### top Share

83.03933802878836

###### count

179

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### PSYCH

###### size

18

###### gpa

3.4120250428463477

###### top Share

66.53408209766918

###### count

226

##### 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

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### PSYCH

###### size

22

###### gpa

3.5321528029265625

###### top Share

75.2260106961097

###### count

185

## instructor Trends

```json
[
  {
    "uid": "instructor_0c3b123022a390cbc99f4a0b",
    "name": "MARKUS BRAUER",
    "count": 247,
    "terms": [
      {
        "term": "1074",
        "count": 21,
        "sections": 1,
        "gpa": 3.6904761904761907
      },
      {
        "term": "1122",
        "count": 20,
        "sections": 1,
        "gpa": 3.525
      },
      {
        "term": "1134",
        "count": 8,
        "sections": 1,
        "gpa": 3.8125
      },
      {
        "term": "1144",
        "count": 28,
        "sections": 2,
        "gpa": 3.6964285714285716
      },
      {
        "term": "1154",
        "count": 25,
        "sections": 2,
        "gpa": 3.62
      },
      {
        "term": "1164",
        "count": 20,
        "sections": 1,
        "gpa": 3.65
      },
      {
        "term": "1174",
        "count": 18,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1194",
        "count": 31,
        "sections": 1,
        "gpa": 3.661290322580645
      },
      {
        "term": "1204",
        "count": 24,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1224",
        "count": 21,
        "sections": 1,
        "gpa": 3.8095238095238093
      },
      {
        "term": "1264",
        "count": 31,
        "sections": 1,
        "gpa": 3.7419354838709675
      }
    ]
  },
  {
    "uid": "instructor_4982efaf5014d4dbd1fc1498",
    "name": "JOHN J. CURTIN",
    "count": 117,
    "terms": [
      {
        "term": "1084",
        "count": 21,
        "sections": 1,
        "gpa": 3.642857142857143
      },
      {
        "term": "1094",
        "count": 14,
        "sections": 1,
        "gpa": 3.357142857142857
      },
      {
        "term": "1104",
        "count": 21,
        "sections": 1,
        "gpa": 3.6666666666666665
      },
      {
        "term": "1114",
        "count": 26,
        "sections": 1,
        "gpa": 3.7115384615384617
      },
      {
        "term": "1134",
        "count": 7,
        "sections": 1,
        "gpa": 3.7142857142857144
      },
      {
        "term": "1144",
        "count": 28,
        "sections": 2,
        "gpa": 3.6964285714285716
      }
    ]
  },
  {
    "uid": "instructor_c145593951b08f54f389d352",
    "name": "BENJAMIN DOUGLAS",
    "count": 99,
    "terms": [
      {
        "term": "1224",
        "count": 21,
        "sections": 1,
        "gpa": 3.8095238095238093
      },
      {
        "term": "1244",
        "count": 40,
        "sections": 1,
        "gpa": 3.7875
      },
      {
        "term": "1254",
        "count": 38,
        "sections": 1,
        "gpa": 3.6710526315789473
      }
    ]
  },
  {
    "uid": "instructor_66f4429ddb0fac7e1016a7f3",
    "name": "ROBERT HAWKINS",
    "count": 40,
    "terms": [
      {
        "term": "1244",
        "count": 40,
        "sections": 1,
        "gpa": 3.7875
      }
    ]
  },
  {
    "uid": "instructor_700b89e4331d901800941c19",
    "name": "LICHEN DONG",
    "count": 40,
    "terms": [
      {
        "term": "1244",
        "count": 40,
        "sections": 1,
        "gpa": 3.7875
      }
    ]
  },
  {
    "uid": "instructor_d4c8b7c31d2bea2d964104d7",
    "name": "NICHOLAS VEST",
    "count": 40,
    "terms": [
      {
        "term": "1244",
        "count": 40,
        "sections": 1,
        "gpa": 3.7875
      }
    ]
  },
  {
    "uid": "instructor_703c9d19ce7e94ea8227cd5c",
    "name": "KIRA BREEDEN",
    "count": 31,
    "terms": [
      {
        "term": "1264",
        "count": 31,
        "sections": 1,
        "gpa": 3.7419354838709675
      }
    ]
  },
  {
    "uid": "instructor_70718c245bc9ff204d91d5fe",
    "name": "LAUREN KHOURY",
    "count": 31,
    "terms": [
      {
        "term": "1264",
        "count": 31,
        "sections": 1,
        "gpa": 3.7419354838709675
      }
    ]
  },
  {
    "uid": "instructor_8d86bb60bf6f3a9e2bd9ec5f",
    "name": "DEEP PATEL",
    "count": 31,
    "terms": [
      {
        "term": "1264",
        "count": 31,
        "sections": 1,
        "gpa": 3.7419354838709675
      }
    ]
  },
  {
    "uid": "instructor_eea633d02c5d4cfec2cd5816",
    "name": "BAS ROKERS",
    "count": 25,
    "terms": [
      {
        "term": "1154",
        "count": 25,
        "sections": 2,
        "gpa": 3.62
      }
    ]
  },
  {
    "uid": "instructor_4b46212dadb60ec61c347bdb",
    "name": "MICHAEL ASHER",
    "count": 21,
    "terms": [
      {
        "term": "1234",
        "count": 21,
        "sections": 1,
        "gpa": 3.9047619047619047
      }
    ]
  },
  {
    "uid": "instructor_4de54f1c31b60f1005e2ed85",
    "name": "ETHAN HARROD",
    "count": 21,
    "terms": [
      {
        "term": "1224",
        "count": 21,
        "sections": 1,
        "gpa": 3.8095238095238093
      }
    ]
  },
  {
    "uid": "instructor_badf7a24a3c937d6fe04034d",
    "name": "EMMA CUNNINGHAM",
    "count": 21,
    "terms": [
      {
        "term": "1234",
        "count": 21,
        "sections": 1,
        "gpa": 3.9047619047619047
      }
    ]
  },
  {
    "uid": "instructor_e26e3869479e229ad5ff405c",
    "name": "YOLANDA COLON",
    "count": 21,
    "terms": [
      {
        "term": "1234",
        "count": 21,
        "sections": 1,
        "gpa": 3.9047619047619047
      }
    ]
  }
]
```

## following

None recorded.
