# HDFS 464: Play-development and Role Across the Lifespan | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/HDFS_464)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

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

### built at

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

### courses

8951

### current instructors

5754

### limited

false

### terms

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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

9a5fca80963902ea045f3e47d99ba8ea545352fed43ae0f90ab3e760ffd060d6

### course id

HDFS 464

### course uid

course\_a11055fc6ae711bdc933bf4e

### catalog version id

60f87076211889e977908871941d745ce8e79a0f759458b4f5d1c01bfd16bcee

### course number

464

### subjects

* HDFS

### title

PLAY-DEVELOPMENT AND ROLE ACROSS THE LIFESPAN

### description

The role and function of play (and playfulness) in promoting development across the lifespan.

### requirements text

HDFS 262(or HDFS 362 prior to Fall 2023),ED PSYCH 320, orPSYCH 460

### credits min

3

### credits max

3

### credit offering ids

* 1272:230:002907

### llm job id

enrich-03fec27af95860a0bfdd385b

### llm output id

205430ddccc6b19d277f6dfa73b51b9af2db0967e55a2864d64c88199777902a

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Examines the role and function of play and playfulness in promoting development across the lifespan.

### llm topics

* Play and playfulness in development
* Lifespan development

### llm skills

* Analyze the role and function of play in development.

### llm assumed background

* Foundational knowledge of human development across early life stages.

### llm search phrases

* play development lifespan
* HDFS 464 playfulness
* child development play role

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

6658ac939edd903e7c29cb6ea1cccfc502fe72f3143dc2908aa96f6cb9a84122

#### course id

HDFS 464

#### current instructors

```json
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    "summary": [
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            "review_date": "2023-12-13 01:00:26 +0000 UTC",
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            "source_url": "https://www.ratemyprofessors.com/professor/2523409",
            "type": "review"
          },
          {
            "instructor_name": "Amy Wagner",
            "review_date": "2025-01-25 10:29:55 +0000 UTC",
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            "source_url": "https://www.ratemyprofessors.com/professor/2523409",
            "type": "review"
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        ],
        "text": "Amy Wagner is consistently praised for her passion, compassion, and strong connection with students. Reviewers highlight her helpfulness and ability to make the material engaging and fun. She is described as an amazing and supportive instructor who cares deeply about student success."
      },
      {
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        "text": "Recent recorded grades — Fall 2023: 3.96 GPA, 100.0% A/AB (n=39 letter grades); Fall 2024: 3.76 GPA, 91.9% A/AB (n=37 letter grades); Fall 2025: 3.98 GPA, 97.6% A/AB (n=42 letter grades). Includes jointly taught sections."
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    "message": "No course-specific reviews available",
    "name": "Chenxiao Wang",
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    "summary": []
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]
```

#### difficulty workload

Reviewers note that attendance is required and a textbook is necessary for the course.

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```

#### errors

None recorded.

#### historical context

Historical reviewer Jill Steinberg taught upper-level classes effectively by mixing PowerPoint lectures with games to maintain engagement. While the lectures could be boring, the reviewer noted that the instructor broke them up well, resulting in a positive experience.

```json
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      "source_url": "https://www.ratemyprofessors.com/professor/310040",
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}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Amy Wagner receives universal praise for her passion, compassion, and student support, with reviewers describing her as an amazing and highly recommended professor.

```json
{
  "citations": [
    {
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      "source_review_id": "UmF0aW5nLTM0NzgyMzMx",
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    {
      "instructor_name": "Amy Wagner",
      "review_date": "2022-11-23 01:58:02 +0000 UTC",
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    {
      "instructor_name": "Amy Wagner",
      "review_date": "2023-12-13 01:00:26 +0000 UTC",
      "review_id": "fcf19fdd55ea4e5ce21ac123",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2523409",
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      "source_url": "https://www.ratemyprofessors.com/professor/2523409",
      "type": "review"
    },
    {
      "instructor_name": "Amy Wagner",
      "review_date": "2025-01-25 10:29:55 +0000 UTC",
      "review_id": "ad8b479c2de5ffcde0705418",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2523409",
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      "source_url": "https://www.ratemyprofessors.com/professor/2523409",
      "type": "review"
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  ]
}
```

Recent recorded grades — Fall 2023: 3.96 GPA, 100.0% A/AB (n=39 letter grades); Fall 2024: 3.76 GPA, 91.9% A/AB (n=37 letter grades); Fall 2025: 3.98 GPA, 97.6% A/AB (n=42 letter grades).

```json
{
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}
```

#### student experience

Students find the content on child development through play fascinating and perspective-changing, while appreciating the professor's understanding nature.

```json
{
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      "instructor_name": "Amy Wagner",
      "review_date": "2022-11-23 01:58:02 +0000 UTC",
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```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

AMY WAGNER is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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  ]
}
```

JILL STEINBERG is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Spring 2013. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "HDFS 464",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
      "source_record": {
        "entity_id": "e8d1b631-a5ea-3e51-bb65-446d7bb26fe8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "HDFS 262(or HDFS 362 prior to Fall 2023),ED PSYCH 320, orPSYCH 460",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 262,
      "minimum_grade": null,
      "subjects": [
        "HDFS"
      ],
      "timing": "prior"
    },
    "evidence": "HDFS 262",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "HDFS 362 prior to Fall 2023",
    "course": null,
    "evidence": "HDFS 362 prior to Fall 2023",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 320,
      "minimum_grade": null,
      "subjects": [
        "EDPSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "ED PSYCH 320",
    "id": "n3",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 460,
      "minimum_grade": null,
      "subjects": [
        "PSYCH"
      ],
      "timing": "prior"
    },
    "evidence": "PSYCH 460",
    "id": "n4",
    "kind": "course"
  }
]
```

#### notes

* HDFS 362 is not found in the dataset; treated as a verbatim condition requiring review.

#### root

n0

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_cf45951856a178b206f36b55",
    "source": "enrollment",
    "source_instructor_id": "alwagne1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Amy Wagner",
    "email": "AMY.WAGNER@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": 10,
      "quality": 4.5,
      "difficulty": 2.1,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2523409",
      "source_url": "https://www.ratemyprofessors.com/professor/2523409",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:51.083833+00:00",
      "courses": {
        "course_a11055fc6ae711bdc933bf4e": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 2.25,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_a072e557ffebf8877670ca10": {
          "review_count": 5,
          "quality": 4,
          "difficulty": 1.6,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_7cecde7d9bf45f25249b6c22": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.939790522364397,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/AMY_WAGNER"
  },
  {
    "instructor_uid": "instructor_cfdee5ae69d20c2a5335b624",
    "source": "enrollment",
    "source_instructor_id": "cwang895",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Chenxiao Wang",
    "email": "CHENXIAO.WANG@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/CHENXIAO_WANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:230:002907",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1272",
    "source_course_id": "002907",
    "source_subject_id": "230",
    "title": "Play-Development and Role Across the Lifespan",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:25781",
    "term_id": "1272",
    "source_section_id": "25781",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 40,
    "enrolled": 39,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
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    "source": "madgrades",
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    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JILL STEINBERG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 18,
      "quality": 3.22,
      "difficulty": 2.72,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:310040",
      "source_url": "https://www.ratemyprofessors.com/professor/310040",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:32:24.015955+00:00",
      "courses": {
        "course_215d003d56fbaa10ddadbf86": {
          "review_count": 2,
          "quality": 4,
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          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_a11055fc6ae711bdc933bf4e": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.451413570287682,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.734,
      "graded": 727,
      "counts": [
        412,
        273,
        33,
        2,
        2,
        3,
        2
      ],
      "sections": 25
    },
    "instructor_url": "/instructors/JILL_STEINBERG"
  },
  {
    "instructor_uid": "instructor_9d1d4a0846422965ec7b6c96",
    "source": "madgrades",
    "source_instructor_id": "605112",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AMY WAGNER",
    "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": 10,
      "quality": 4.5,
      "difficulty": 2.1,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2523409",
      "source_url": "https://www.ratemyprofessors.com/professor/2523409",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:51.083833+00:00",
      "courses": {
        "course_a11055fc6ae711bdc933bf4e": {
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          "difficulty": 2.25,
          "quality_count": 4,
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        },
        "course_a072e557ffebf8877670ca10": {
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          "difficulty": 1.6,
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          "difficulty_count": 5
        },
        "course_7cecde7d9bf45f25249b6c22": {
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        }
      },
      "bayesian_quality": 3.939790522364397,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.797,
      "graded": 333,
      "counts": [
        271,
        31,
        12,
        8,
        7,
        2,
        2
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/AMY_WAGNER--instructor_9d1d4a0846422965ec7b6c96"
  },
  {
    "instructor_uid": "instructor_e6acb304052704b72f899193",
    "source": "madgrades",
    "source_instructor_id": "6421500",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AOSAI LIU",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 2,
      "quality": 5,
      "difficulty": 1.5,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3054376",
      "source_url": "https://www.ratemyprofessors.com/professor/3054376",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:54:21.721495+00:00",
      "courses": {
        "course_42ff0509640f8cab240f4ca0": {
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      },
      "bayesian_quality": 3.781532530496905,
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    },
    "grade_statistics": {
      "gpa": 3.941,
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        3,
        0,
        0,
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      ],
      "sections": 5
    },
    "instructor_url": "/instructors/AOSAI_LIU--instructor_e6acb304052704b72f899193"
  },
  {
    "instructor_uid": "instructor_b89d9d12a70436257d0e6c71",
    "source": "madgrades",
    "source_instructor_id": "6154798",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATELYN IVERSON",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.806,
      "graded": 103,
      "counts": [
        91,
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        2,
        2,
        2,
        1
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/KATELYN_IVERSON--instructor_b89d9d12a70436257d0e6c71"
  },
  {
    "instructor_uid": "instructor_2876f0d715d4528892fc297a",
    "source": "madgrades",
    "source_instructor_id": "6687807",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NIKKI PETERS",
    "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": 3.805,
      "graded": 497,
      "counts": [
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        2,
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      ],
      "sections": 3
    },
    "instructor_url": "/instructors/NIKKI_PETERS--instructor_2876f0d715d4528892fc297a"
  },
  {
    "instructor_uid": "instructor_cf45951856a178b206f36b55",
    "source": "enrollment",
    "source_instructor_id": "alwagne1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Amy Wagner",
    "email": "AMY.WAGNER@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": 10,
      "quality": 4.5,
      "difficulty": 2.1,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2523409",
      "source_url": "https://www.ratemyprofessors.com/professor/2523409",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:51.083833+00:00",
      "courses": {
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        },
        "course_a072e557ffebf8877670ca10": {
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        },
        "course_7cecde7d9bf45f25249b6c22": {
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      },
      "bayesian_quality": 3.939790522364397,
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      "prior_weight": 20
    },
    "instructor_url": "/instructors/AMY_WAGNER"
  },
  {
    "instructor_uid": "instructor_cfdee5ae69d20c2a5335b624",
    "source": "enrollment",
    "source_instructor_id": "cwang895",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Chenxiao Wang",
    "email": "CHENXIAO.WANG@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/CHENXIAO_WANG"
  }
]
```

### grades

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "JILL STEINBERG"
    ],
    "a": 12,
    "ab": 17,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
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    "other": 0,
    "total": 29,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
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    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "JILL STEINBERG"
    ],
    "a": 15,
    "ab": 13,
    "b": 1,
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    "c": 0,
    "d": 0,
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    "credit": 0,
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    "passed": 0,
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    "total": 29,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "term_id": "1094",
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      "JILL STEINBERG"
    ],
    "a": 19,
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    "total": 26,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "JILL STEINBERG"
    ],
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    "ab": 9,
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    "c": 1,
    "d": 0,
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    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
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    "total": 30,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "JILL STEINBERG"
    ],
    "a": 25,
    "ab": 5,
    "b": 0,
    "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": 30,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "JILL STEINBERG"
    ],
    "a": 32,
    "ab": 5,
    "b": 0,
    "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": 37,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "JILL STEINBERG"
    ],
    "a": 25,
    "ab": 6,
    "b": 0,
    "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": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Amy Wagner"
    ],
    "a": 25,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 1,
    "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": 27,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "AOSAI LIU",
      "Amy Wagner"
    ],
    "a": 36,
    "ab": 3,
    "b": 0,
    "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": 39,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Amy Wagner",
      "KATELYN IVERSON"
    ],
    "a": 34,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 1,
    "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": 37,
    "source_aliases": [
      "HDFS 464"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "HDFS 464",
    "course_uid": "course_a11055fc6ae711bdc933bf4e",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Amy Wagner",
      "NIKKI PETERS"
    ],
    "a": 41,
    "ab": 0,
    "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": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "HDFS 464"
    ]
  }
]
```

### statistics

#### gpa

3.866

#### graded

357

#### counts

* 284
* 66
* 2
* 0
* 3
* 1
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a11055fc6ae711bdc933bf4e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a11055fc6ae711bdc933bf4e-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a11055fc6ae711bdc933bf4e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a11055fc6ae711bdc933bf4e-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_a11055fc6ae711bdc933bf4e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a11055fc6ae711bdc933bf4e-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a11055fc6ae711bdc933bf4e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a11055fc6ae711bdc933bf4e-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a11055fc6ae711bdc933bf4e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a11055fc6ae711bdc933bf4e-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.865546218487395

#### count

357

#### university

##### size

3968

##### gpa Percentile

71

##### count Percentile

78

##### median Count

121

##### 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 | 360   | false   |
| 3.2–3.6 | 1160  | false   |
| 3.6–4.0 | 2427  | true    |

#### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 24,
      "gpaPercentile": 70,
      "countPercentile": 74,
      "medianCount": 197.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1074

##### term

1074

##### gpa

3.706896551724138

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1084

##### term

1084

##### gpa

3.7413793103448274

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1094

##### term

1094

##### gpa

3.8653846153846154

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1104

##### term

1104

##### gpa

3.783333333333333

##### count

30

##### university

###### size

793

###### gpa Percentile

83

###### count Percentile

0

###### 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 | 4     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 205   | false   |
| 3.2–3.6 | 294   | false   |
| 3.6–4.0 | 241   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1114

##### term

1114

##### gpa

3.9166666666666665

##### count

30

##### university

###### size

804

###### gpa Percentile

90

###### count Percentile

0

###### 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 | 53    | false   |
| 2.8–3.2 | 231   | false   |
| 3.2–3.6 | 292   | false   |
| 3.6–4.0 | 227   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1124

##### term

1124

##### gpa

3.9324324324324325

##### count

37

##### university

###### size

821

###### gpa Percentile

90

###### count Percentile

15

###### 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 | 39    | false   |
| 2.8–3.2 | 223   | false   |
| 3.2–3.6 | 278   | false   |
| 3.6–4.0 | 280   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1134

##### term

1134

##### gpa

3.903225806451613

##### count

31

##### university

###### size

852

###### gpa Percentile

88

###### 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 | 2     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 229   | false   |
| 3.2–3.6 | 304   | false   |
| 3.6–4.0 | 287   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1232

##### term

1232

##### gpa

3.9074074074074074

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| HDFS    |            |

#### 1242

##### term

1242

##### gpa

3.9615384615384617

##### count

39

##### university

###### size

1295

###### gpa Percentile

91

###### count Percentile

22

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 13,
      "gpaPercentile": 92,
      "countPercentile": 33,
      "medianCount": 39,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.7567567567567566

##### count

37

##### university

###### size

1333

###### gpa Percentile

60

###### count Percentile

15

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 12,
      "gpaPercentile": 55,
      "countPercentile": 27,
      "medianCount": 51,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.9761904761904763

##### count

42

##### university

###### size

1320

###### gpa Percentile

92

###### count Percentile

24

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

```json
[
  {
    "subject": "HDFS",
    "comparison": {
      "size": 11,
      "gpaPercentile": 100,
      "countPercentile": 40,
      "medianCount": 48,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3968

###### gpa

3.6420621969900058

###### top Share

80.75069090951017

###### count

121

##### HDFS

###### size

24

###### gpa

3.777657177857957

###### top Share

89.34196761233618

###### count

197.5

#### terms

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### HDFS

###### size

13

###### gpa

3.7660316859768184

###### top Share

87.69896723080787

###### count

39

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### HDFS

###### size

12

###### gpa

3.7848627604057277

###### top Share

89.15277536295575

###### count

51

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### HDFS

###### size

11

###### gpa

3.7951759200763022

###### top Share

89.43953856051053

###### count

48

## instructor Trends

```json
[
  {
    "uid": "instructor_4342a35bfede115d67b62c49",
    "name": "JILL STEINBERG",
    "count": 212,
    "terms": [
      {
        "term": "1074",
        "count": 29,
        "sections": 1,
        "gpa": 3.706896551724138
      },
      {
        "term": "1084",
        "count": 29,
        "sections": 1,
        "gpa": 3.7413793103448274
      },
      {
        "term": "1094",
        "count": 26,
        "sections": 1,
        "gpa": 3.8653846153846154
      },
      {
        "term": "1104",
        "count": 30,
        "sections": 1,
        "gpa": 3.783333333333333
      },
      {
        "term": "1114",
        "count": 30,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1124",
        "count": 37,
        "sections": 1,
        "gpa": 3.9324324324324325
      },
      {
        "term": "1134",
        "count": 31,
        "sections": 1,
        "gpa": 3.903225806451613
      }
    ]
  },
  {
    "uid": "instructor_9d1d4a0846422965ec7b6c96",
    "name": "AMY WAGNER",
    "count": 145,
    "terms": [
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.9074074074074074
      },
      {
        "term": "1242",
        "count": 39,
        "sections": 1,
        "gpa": 3.9615384615384617
      },
      {
        "term": "1252",
        "count": 37,
        "sections": 1,
        "gpa": 3.7567567567567566
      },
      {
        "term": "1262",
        "count": 42,
        "sections": 1,
        "gpa": 3.9761904761904763
      }
    ]
  },
  {
    "uid": "instructor_2876f0d715d4528892fc297a",
    "name": "NIKKI PETERS",
    "count": 42,
    "terms": [
      {
        "term": "1262",
        "count": 42,
        "sections": 1,
        "gpa": 3.9761904761904763
      }
    ]
  },
  {
    "uid": "instructor_e6acb304052704b72f899193",
    "name": "AOSAI LIU",
    "count": 39,
    "terms": [
      {
        "term": "1242",
        "count": 39,
        "sections": 1,
        "gpa": 3.9615384615384617
      }
    ]
  },
  {
    "uid": "instructor_b89d9d12a70436257d0e6c71",
    "name": "KATELYN IVERSON",
    "count": 37,
    "terms": [
      {
        "term": "1252",
        "count": 37,
        "sections": 1,
        "gpa": 3.7567567567567566
      }
    ]
  }
]
```

## following

None recorded.
