# STAT 479: Special Topics in Statistics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/STAT_479)

## 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
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
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* 1194
* 1192
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* 1074
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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

4b8bfceeadde5a15206e27f81309a1941d29d710639a276c0c97f3125f86cc2c

### course id

STAT 479

### course uid

course\_1282dc8dbc1e7c5749f7cc41

### catalog version id

9b4e67bf7fa449a135b5b4228b9384f75de7ce9549bbd0249eb800a282eb993b

### course number

479

### subjects

* STAT

### title

SPECIAL TOPICS IN STATISTICS

### description

Special topics of interest in undergraduate students.

### requirements text

None

### credits min

1

### credits max

3

### credit offering ids

* 1272:932:023894
* 1272:932:023894.25
* 1272:932:023894.30

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

16c9ebb9fd0657f5999f15786eec5746ecf0a8a01dccae66d4a4c1c06b09ff16

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

STAT 479 covers special topics in statistics of interest to undergraduate students.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* STAT 479 special topics
* undergraduate statistics topics
* STAT 479 syllabus

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

4c16ebeb05553e97928ef80ec9cab230b7cc461403595d768b016fc16b84a575

#### course id

STAT 479

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_7f1ec350dd38b38a0d4762c0",
    "message": "No course-specific reviews available",
    "name": "Matthias Katzfuss",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_e84a7ce0623963455f431057",
    "message": "No course-specific reviews available",
    "name": "Zexuan Sun",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of John Gillett, Karl Rohe, Kris Sankaran: Workload varies by instructor; Gillett’s course required independent Linux learning and debugging, while Sankaran’s recent term involved graduate-level assignments. Sankaran’s earlier terms featured spread-out homeworks, and Rohe provided few guidelines.

```json
{
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      "review_date": "2017-05-07 22:31:33 +0000 UTC",
      "review_id": "b6ab521d0fa1a65694e93347",
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    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2021-04-11 22:11:43 +0000 UTC",
      "review_id": "5aacaadd5d9b873bb3cc50aa",
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    {
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      "review_date": "2022-04-23 05:18:19 +0000 UTC",
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    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-05-07 22:13:12 +0000 UTC",
      "review_id": "17f1ce3cc54871fcba37001f",
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    {
      "instructor_name": "John Gillett",
      "review_date": "2022-05-27 18:16:15 +0000 UTC",
      "review_id": "ebb3218851b83090b542a715",
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      "source_instructor_id": "rmp:1567077",
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      "source_url": "https://www.ratemyprofessors.com/professor/1567077",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2026-05-05 01:52:15 +0000 UTC",
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}
```

#### errors

None recorded.

#### historical context

Historical reviews of Kris Sankaran: Kris Sankaran's current course features cutting-edge content but receives criticism for abysmal teaching style and materials, with graduate-level exams and assignments requiring significant outside time. One reviewer notes the difficulty and lack of consideration for undergraduates.

```json
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    {
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      "review_date": "2026-05-05 01:52:15 +0000 UTC",
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      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
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  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of John Gillett, Karl Rohe, Kris Sankaran: Reviewers describe Kris Sankaran as a passionate professor covering R and machine learning, though one review criticizes his materials and graduate-level assignments. Past experiences with instructors like Gillett and Rohe were mixed, ranging from highly responsible to disorganized.

```json
{
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      "instructor_name": "Karl Rohe",
      "review_date": "2015-12-02 00:41:59 +0000 UTC",
      "review_id": "a944e08b73215aa5ed69b3c6",
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      "source_instructor_id": "rmp:1801396",
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      "type": "review"
    },
    {
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      "review_id": "b6ab521d0fa1a65694e93347",
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      "source_instructor_id": "rmp:1801396",
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      "source_url": "https://www.ratemyprofessors.com/professor/1801396",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2021-04-11 22:11:43 +0000 UTC",
      "review_id": "5aacaadd5d9b873bb3cc50aa",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2658955",
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      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-04-23 05:18:19 +0000 UTC",
      "review_id": "f87876d854ab204451e63331",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1567077",
      "source_review_id": "UmF0aW5nLTM2MTM1MTgw",
      "source_url": "https://www.ratemyprofessors.com/professor/1567077",
      "type": "review"
    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-05-07 22:13:12 +0000 UTC",
      "review_id": "17f1ce3cc54871fcba37001f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1567077",
      "source_review_id": "UmF0aW5nLTM2Mjc1MDky",
      "source_url": "https://www.ratemyprofessors.com/professor/1567077",
      "type": "review"
    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-05-27 18:16:15 +0000 UTC",
      "review_id": "ebb3218851b83090b542a715",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1567077",
      "source_review_id": "UmF0aW5nLTM2NDE1MTI4",
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    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2022-11-07 18:41:31 +0000 UTC",
      "review_id": "a49be4e568af584d17c1fb0e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2658955",
      "source_review_id": "UmF0aW5nLTM2NzkwNDgy",
      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2022-11-25 00:30:04 +0000 UTC",
      "review_id": "9a8a60b0674cf23afb120e64",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2658955",
      "source_review_id": "UmF0aW5nLTM2ODg5Njk5",
      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
    },
    {
      "instructor_name": "Karl Rohe",
      "review_date": "2023-10-20 01:42:00 +0000 UTC",
      "review_id": "d085663d1457d0866f5e883c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1801396",
      "source_review_id": "UmF0aW5nLTM4MjkxODQ1",
      "source_url": "https://www.ratemyprofessors.com/professor/1801396",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2026-05-05 01:52:15 +0000 UTC",
      "review_id": "e9803226419dc9cdc482cfa4",
      "run_id": "20260907T155543-ce3781c4",
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      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
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  ]
}
```

Recent recorded grades — Spring 2025: 3.91 GPA, 94.7% A/AB (n=38 letter grades); Fall 2025: 3.97 GPA, 98.2% A/AB (n=110 letter grades); Spring 2026: 3.49 GPA, 68.2% A/AB (n=88 letter grades).

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#### student experience

Historical reviews of John Gillett, Karl Rohe, Kris Sankaran, Sebastian Raschka, Yazhen Wang: Reviewers found Sankaran helpful and passionate, though one criticized his materials. Gillett was praised for patience but criticized for fast lectures. Raschka received praise for his lectures, while Wang and Rohe were described as disorganized.

```json
{
  "citations": [
    {
      "instructor_name": "Yazhen Wang",
      "review_date": "2013-12-21 01:16:43 +0000 UTC",
      "review_id": "4df23b72fdd10b4a787d13d4",
      "run_id": "20260907T155543-ce3781c4",
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    {
      "instructor_name": "Karl Rohe",
      "review_date": "2015-12-02 00:41:59 +0000 UTC",
      "review_id": "a944e08b73215aa5ed69b3c6",
      "run_id": "20260907T155543-ce3781c4",
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    {
      "instructor_name": "Sebastian Raschka",
      "review_date": "2019-12-19 07:26:16 +0000 UTC",
      "review_id": "376db538e20101a7e314430d",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2528650",
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    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2021-04-11 22:11:43 +0000 UTC",
      "review_id": "5aacaadd5d9b873bb3cc50aa",
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    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-04-23 05:18:19 +0000 UTC",
      "review_id": "f87876d854ab204451e63331",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1567077",
      "source_review_id": "UmF0aW5nLTM2MTM1MTgw",
      "source_url": "https://www.ratemyprofessors.com/professor/1567077",
      "type": "review"
    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-05-07 22:13:12 +0000 UTC",
      "review_id": "17f1ce3cc54871fcba37001f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1567077",
      "source_review_id": "UmF0aW5nLTM2Mjc1MDky",
      "source_url": "https://www.ratemyprofessors.com/professor/1567077",
      "type": "review"
    },
    {
      "instructor_name": "John Gillett",
      "review_date": "2022-05-27 18:16:15 +0000 UTC",
      "review_id": "ebb3218851b83090b542a715",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1567077",
      "source_review_id": "UmF0aW5nLTM2NDE1MTI4",
      "source_url": "https://www.ratemyprofessors.com/professor/1567077",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2022-11-07 18:41:31 +0000 UTC",
      "review_id": "a49be4e568af584d17c1fb0e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2658955",
      "source_review_id": "UmF0aW5nLTM2NzkwNDgy",
      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2022-11-25 00:30:04 +0000 UTC",
      "review_id": "9a8a60b0674cf23afb120e64",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2658955",
      "source_review_id": "UmF0aW5nLTM2ODg5Njk5",
      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
    },
    {
      "instructor_name": "Kris Sankaran",
      "review_date": "2026-05-05 01:52:15 +0000 UTC",
      "review_id": "e9803226419dc9cdc482cfa4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2658955",
      "source_review_id": "UmF0aW5nLTQzMDI2Mjgx",
      "source_url": "https://www.ratemyprofessors.com/professor/2658955",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

JOHN GILLETT is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

KARL ROHE is recorded teaching in Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2020, Spring 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

KRIS SANKARAN is recorded teaching in Spring 2022, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

SEBASTIAN RASCHKA is recorded teaching in Fall 2018, Spring 2019, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    }
  ]
}
```

YAZHEN WANG is recorded teaching in Fall 2013, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "STAT 479",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "424a99de-8431-3548-ad38-3167b27caaf9",
      "source_record": {
        "entity_id": "424a99de-8431-3548-ad38-3167b27caaf9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name              | email                | first\_observed\_at              | last\_observed\_at               | instructor\_url                 |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------------- | -------------------- | -------------------------------- | -------------------------------- | ------------------------------- |
| instructor\_7f1ec350dd38b38a0d4762c0 | enrollment | mkatzfuss              | netid           | source\_identified | Matthias Katzfuss | MKATZFUSS\@WISC.EDU  | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MATTHIAS\_KATZFUSS |
| instructor\_e84a7ce0623963455f431057 | enrollment | zsun329                | netid           | source\_identified | Zexuan Sun        | ZEXUAN.SUN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ZEXUAN\_SUN        |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:932:023894",
    "course_id": "STAT 479",
    "course_uid": "course_1282dc8dbc1e7c5749f7cc41",
    "term_id": "1272",
    "source_course_id": "023894",
    "source_subject_id": "932",
    "title": "Special Topics in Statistics",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:932:023894.25",
    "course_id": "STAT 479",
    "course_uid": "course_1282dc8dbc1e7c5749f7cc41",
    "term_id": "1272",
    "source_course_id": "023894.25",
    "source_subject_id": "932",
    "title": "Sports Analytics",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:932:023894.30",
    "course_id": "STAT 479",
    "course_uid": "course_1282dc8dbc1e7c5749f7cc41",
    "term_id": "1272",
    "source_course_id": "023894.30",
    "source_subject_id": "932",
    "title": "Bayesian Stats&Machine Lrning",
    "credits_min": 1,
    "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:1272:31077",
    "term_id": "1272",
    "source_section_id": "31077",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 66,
    "enrolled": 38,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:31078",
    "term_id": "1272",
    "source_section_id": "31078",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 2,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_028f5fb1497f12d2f925d786",
    "source": "madgrades",
    "source_instructor_id": "4695492",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YAZHEN WANG",
    "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": 2.9,
      "difficulty": 3,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:1357778",
      "source_url": "https://www.ratemyprofessors.com/professor/1357778",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:58:01.601642+00:00",
      "courses": {
        "course_c3af14b05ef6845e7d2ecd4d": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_3aa77a7c307c944aec9fad7e": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1282dc8dbc1e7c5749f7cc41": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_2a00c702ff402614a950606e": {
          "review_count": 3,
          "quality": 3.67,
          "difficulty": 2.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_1b76508145789f8fbc49d1fa": {
          "review_count": 2,
          "quality": 2,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.4064571890310638,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.148,
      "graded": 908,
      "counts": [
        357,
        96,
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]
```

### grades

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    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 88,
    "source_aliases": [
      "STAT 479"
    ]
  }
]
```

### statistics

#### gpa

3.689

#### graded

1346

#### counts

* 880
* 255
* 125
* 44
* 33
* 2
* 7

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1282dc8dbc1e7c5749f7cc41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1282dc8dbc1e7c5749f7cc41-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1282dc8dbc1e7c5749f7cc41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1282dc8dbc1e7c5749f7cc41-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1282dc8dbc1e7c5749f7cc41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1282dc8dbc1e7c5749f7cc41-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1282dc8dbc1e7c5749f7cc41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1282dc8dbc1e7c5749f7cc41-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1282dc8dbc1e7c5749f7cc41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1282dc8dbc1e7c5749f7cc41-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.6890787518573553

#### count

1346

#### university

##### size

5242

##### gpa Percentile

43

##### count Percentile

91

##### median Count

172

##### 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 | 9     | false   |
| 2.8–3.2 | 319   | false   |
| 3.2–3.6 | 1365  | false   |
| 3.6–4.0 | 3548  | true    |

#### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 77,
      "gpaPercentile": 58,
      "countPercentile": 84,
      "medianCount": 296,
      "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": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 28,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 41,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1142

##### term

1142

##### gpa

3.8823529411764706

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| STAT    |            |

#### 1152

##### term

1152

##### gpa

3.0714285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| STAT    |            |

#### 1154

##### term

1154

##### gpa

3.75

##### count

44

##### university

###### size

935

###### gpa Percentile

76

###### count Percentile

28

###### median Count

63

###### 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 | 38    | false   |
| 2.8–3.2 | 237   | false   |
| 3.2–3.6 | 326   | false   |
| 3.6–4.0 | 334   | true    |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 19,
      "gpaPercentile": 94,
      "countPercentile": 22,
      "medianCount": 57,
      "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": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": true
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

3.4285714285714284

##### count

42

##### university

###### size

954

###### gpa Percentile

48

###### count Percentile

24

###### median Count

64.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 24,
      "gpaPercentile": 61,
      "countPercentile": 26,
      "medianCount": 50.5,
      "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": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1164

##### term

1164

##### gpa

3.693877551020408

##### count

49

##### university

###### size

965

###### gpa Percentile

67

###### count Percentile

33

###### 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 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 21,
      "gpaPercentile": 85,
      "countPercentile": 25,
      "medianCount": 69,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": true
        }
      ]
    }
  }
]
```

#### 1172

##### term

1172

##### gpa

3.590909090909091

##### count

33

##### university

###### size

991

###### gpa Percentile

60

###### count Percentile

7

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 25,
      "gpaPercentile": 88,
      "countPercentile": 0,
      "medianCount": 56,
      "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": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.8076923076923075

##### count

78

##### university

###### size

955

###### gpa Percentile

79

###### count Percentile

54

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | false   |
| 3.6–4.0 | 369   | true    |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 22,
      "gpaPercentile": 86,
      "countPercentile": 52,
      "medianCount": 71.5,
      "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": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": true
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

3.701492537313433

##### count

67

##### university

###### size

1025

###### gpa Percentile

68

###### count Percentile

48

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 24,
      "gpaPercentile": 78,
      "countPercentile": 52,
      "medianCount": 65.5,
      "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": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": true
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.718390804597701

##### count

87

##### university

###### size

1010

###### gpa Percentile

70

###### count Percentile

61

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 25,
      "gpaPercentile": 75,
      "countPercentile": 71,
      "medianCount": 70,
      "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": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.5

##### count

72

##### university

###### size

1077

###### gpa Percentile

45

###### count Percentile

53

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 27,
      "gpaPercentile": 77,
      "countPercentile": 42,
      "medianCount": 74,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.7379032258064515

##### count

124

##### university

###### size

1040

###### gpa Percentile

72

###### count Percentile

77

###### 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": "STAT",
    "comparison": {
      "size": 23,
      "gpaPercentile": 91,
      "countPercentile": 68,
      "medianCount": 79,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": true
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.485981308411215

##### count

107

##### university

###### size

1102

###### gpa Percentile

44

###### count Percentile

70

###### 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   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 30,
      "gpaPercentile": 59,
      "countPercentile": 59,
      "medianCount": 80.5,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.8545454545454545

##### count

55

##### university

###### size

1012

###### gpa Percentile

66

###### count Percentile

42

###### median Count

65.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 27,
      "gpaPercentile": 81,
      "countPercentile": 31,
      "medianCount": 56,
      "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": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.24

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| STAT    |            |

#### 1222

##### term

1222

##### gpa

3.59375

##### count

48

##### university

###### size

1157

###### gpa Percentile

46

###### count Percentile

34

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 32,
      "gpaPercentile": 58,
      "countPercentile": 23,
      "medianCount": 55.5,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": false
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.7514285714285713

##### count

175

##### university

###### size

1171

###### gpa Percentile

64

###### count Percentile

86

###### median Count

64

###### histogram

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

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 27,
      "gpaPercentile": 81,
      "countPercentile": 81,
      "medianCount": 74,
      "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": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.9622641509433962

##### count

53

##### university

###### size

1295

###### gpa Percentile

91

###### count Percentile

40

###### 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": "STAT",
    "comparison": {
      "size": 34,
      "gpaPercentile": 94,
      "countPercentile": 48,
      "medianCount": 55,
      "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": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

4

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| STAT    |            |

#### 1254

##### term

1254

##### gpa

3.9078947368421053

##### count

38

##### university

###### size

1289

###### gpa Percentile

82

###### 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": "STAT",
    "comparison": {
      "size": 28,
      "gpaPercentile": 89,
      "countPercentile": 11,
      "medianCount": 70,
      "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": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.9681818181818183

##### count

110

##### university

###### size

1320

###### gpa Percentile

91

###### count Percentile

69

###### 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": "STAT",
    "comparison": {
      "size": 29,
      "gpaPercentile": 100,
      "countPercentile": 68,
      "medianCount": 81,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.4886363636363638

##### count

88

##### university

###### size

1283

###### gpa Percentile

28

###### count Percentile

63

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "STAT",
    "comparison": {
      "size": 26,
      "gpaPercentile": 60,
      "countPercentile": 56,
      "medianCount": 66,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5242

###### gpa

3.6839272275690966

###### top Share

83.32422839399574

###### count

172

##### STAT

###### size

77

###### gpa

3.596418990993019

###### top Share

78.68165636881021

###### count

296

#### terms

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### STAT

###### size

16

###### gpa

3.240435267681857

###### top Share

58.10171174479488

###### count

44.5

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### STAT

###### size

20

###### gpa

3.247281119355238

###### top Share

58.400370581589016

###### count

55

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### STAT

###### size

19

###### gpa

3.247335845906281

###### top Share

58.329434774225824

###### count

57

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### STAT

###### size

24

###### gpa

3.394300783591793

###### top Share

65.51183483352922

###### count

50.5

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### STAT

###### size

21

###### gpa

3.317795716655057

###### top Share

62.84642273068802

###### count

69

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### STAT

###### size

25

###### gpa

3.3324928117291264

###### top Share

61.945618937548005

###### count

56

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### STAT

###### size

22

###### gpa

3.3391231320477925

###### top Share

62.80825113292103

###### count

71.5

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### STAT

###### size

24

###### gpa

3.4023821420534044

###### top Share

65.90044412864664

###### count

65.5

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### STAT

###### size

25

###### gpa

3.460210558661105

###### top Share

70.42953406269322

###### count

70

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### STAT

###### size

27

###### gpa

3.349790708103796

###### top Share

62.94637491184082

###### count

74

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### STAT

###### size

23

###### gpa

3.3818127863152334

###### top Share

66.9295898310719

###### count

79

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### STAT

###### size

30

###### gpa

3.4022744829589433

###### top Share

67.29048111947832

###### count

80.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### STAT

###### size

27

###### gpa

3.6537351147420534

###### top Share

80.87794592686507

###### count

56

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### STAT

###### size

25

###### gpa

3.4555542540486095

###### top Share

69.54152339778892

###### count

100

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### STAT

###### size

32

###### gpa

3.4861059411832307

###### top Share

71.46520654148341

###### count

55.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### STAT

###### size

27

###### gpa

3.4650681869904103

###### top Share

69.88606041738046

###### count

74

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### STAT

###### size

34

###### gpa

3.4558758327213903

###### top Share

69.10154863162224

###### count

55

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### STAT

###### size

32

###### gpa

3.423918594183889

###### top Share

68.17668754351217

###### count

70.5

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### STAT

###### size

28

###### gpa

3.4752654121860003

###### top Share

68.35873780152826

###### count

70

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### STAT

###### size

29

###### gpa

3.415022952129974

###### top Share

64.95385808199006

###### count

81

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### STAT

###### size

26

###### gpa

3.343399816676682

###### top Share

63.23102425546245

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_f7b1a1debf76df893ab42670",
    "name": "KARL ROHE",
    "count": 307,
    "terms": [
      {
        "term": "1154",
        "count": 44,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1164",
        "count": 15,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1174",
        "count": 45,
        "sections": 1,
        "gpa": 3.7
      },
      {
        "term": "1184",
        "count": 41,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1204",
        "count": 55,
        "sections": 2,
        "gpa": 3.8545454545454545
      },
      {
        "term": "1224",
        "count": 48,
        "sections": 2,
        "gpa": 3.875
      },
      {
        "term": "1242",
        "count": 53,
        "sections": 2,
        "gpa": 3.9622641509433962
      },
      {
        "term": "1252",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_88663f568ebff1b020dbbc51",
    "name": "SEBASTIAN RASCHKA",
    "count": 204,
    "terms": [
      {
        "term": "1192",
        "count": 72,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1194",
        "count": 64,
        "sections": 1,
        "gpa": 3.6484375
      },
      {
        "term": "1202",
        "count": 68,
        "sections": 1,
        "gpa": 3.6029411764705883
      }
    ]
  },
  {
    "uid": "instructor_71e12ad537764a7f7f348a74",
    "name": "SAMEER DESHPANDE",
    "count": 149,
    "terms": [
      {
        "term": "1222",
        "count": 48,
        "sections": 2,
        "gpa": 3.59375
      },
      {
        "term": "1262",
        "count": 101,
        "sections": 2,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_20bff09bd8c7abcebab15a2f",
    "name": "WEI-YIN LOH",
    "count": 148,
    "terms": [
      {
        "term": "1162",
        "count": 42,
        "sections": 1,
        "gpa": 3.4285714285714284
      },
      {
        "term": "1182",
        "count": 67,
        "sections": 1,
        "gpa": 3.701492537313433
      },
      {
        "term": "1202",
        "count": 39,
        "sections": 1,
        "gpa": 3.282051282051282
      }
    ]
  },
  {
    "uid": "instructor_abc5e9172ef576551f2478dc",
    "name": "KRIS SANKARAN",
    "count": 126,
    "terms": [
      {
        "term": "1224",
        "count": 82,
        "sections": 2,
        "gpa": 3.676829268292683
      },
      {
        "term": "1264",
        "count": 44,
        "sections": 2,
        "gpa": 3.4318181818181817
      }
    ]
  },
  {
    "uid": "instructor_d13a886dc6a771aa6273add0",
    "name": "CHENYANG JIANG",
    "count": 120,
    "terms": [
      {
        "term": "1224",
        "count": 82,
        "sections": 2,
        "gpa": 3.676829268292683
      },
      {
        "term": "1254",
        "count": 38,
        "sections": 2,
        "gpa": 3.9078947368421053
      }
    ]
  },
  {
    "uid": "instructor_3ec25096edd42f69208142ad",
    "name": "ZHEXUAN LIU",
    "count": 101,
    "terms": [
      {
        "term": "1262",
        "count": 101,
        "sections": 2,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_b3a7d9f31102a7a082cc19d2",
    "name": "EMMA KRAUSKA",
    "count": 101,
    "terms": [
      {
        "term": "1224",
        "count": 48,
        "sections": 2,
        "gpa": 3.875
      },
      {
        "term": "1242",
        "count": 53,
        "sections": 2,
        "gpa": 3.9622641509433962
      }
    ]
  },
  {
    "uid": "instructor_446a70d6c59b0e42240d024b",
    "name": "ZHUOYAN XU",
    "count": 82,
    "terms": [
      {
        "term": "1224",
        "count": 82,
        "sections": 2,
        "gpa": 3.676829268292683
      }
    ]
  },
  {
    "uid": "instructor_be349776153ff3c511c3de89",
    "name": "SHAN LU",
    "count": 72,
    "terms": [
      {
        "term": "1192",
        "count": 72,
        "sections": 1,
        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_b3d36df6dd51a44c40e25e4d",
    "name": "ZHENG LIU",
    "count": 68,
    "terms": [
      {
        "term": "1202",
        "count": 68,
        "sections": 1,
        "gpa": 3.6029411764705883
      }
    ]
  },
  {
    "uid": "instructor_623e8937771a2f9f4da24286",
    "name": "PEIGEN ZHOU",
    "count": 67,
    "terms": [
      {
        "term": "1182",
        "count": 67,
        "sections": 1,
        "gpa": 3.701492537313433
      }
    ]
  },
  {
    "uid": "instructor_9638e8773b798328084c3dbb",
    "name": "YOURAN QI",
    "count": 64,
    "terms": [
      {
        "term": "1194",
        "count": 64,
        "sections": 1,
        "gpa": 3.6484375
      }
    ]
  },
  {
    "uid": "instructor_1171fccc74b380bbeb85801e",
    "name": "MICHAEL MCCANTS",
    "count": 60,
    "terms": [
      {
        "term": "1194",
        "count": 60,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  },
  {
    "uid": "instructor_776a80367ac941071d85ded3",
    "name": "DEREK BEAN",
    "count": 60,
    "terms": [
      {
        "term": "1194",
        "count": 60,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  },
  {
    "uid": "instructor_cb916b081d4445a99ae52c5c",
    "name": "SIJING LI",
    "count": 60,
    "terms": [
      {
        "term": "1194",
        "count": 60,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  },
  {
    "uid": "instructor_913d20af7f34ce4eb3daf105",
    "name": "MUZHE ZENG",
    "count": 55,
    "terms": [
      {
        "term": "1204",
        "count": 55,
        "sections": 2,
        "gpa": 3.8545454545454545
      }
    ]
  },
  {
    "uid": "instructor_7a0984eccf8f375261aa2e91",
    "name": "BENJAMIN SEAN KEI JIN TEO",
    "count": 48,
    "terms": [
      {
        "term": "1222",
        "count": 48,
        "sections": 2,
        "gpa": 3.59375
      }
    ]
  },
  {
    "uid": "instructor_317db02587b64e5085e81b17",
    "name": "SRIKANTHMADHAVAN ARAVAMUTHAN",
    "count": 46,
    "terms": [
      {
        "term": "1184",
        "count": 46,
        "sections": 1,
        "gpa": 3.467391304347826
      }
    ]
  },
  {
    "uid": "instructor_4e0c6534f155733aa852842f",
    "name": "CLAIRE BOBST",
    "count": 46,
    "terms": [
      {
        "term": "1184",
        "count": 46,
        "sections": 1,
        "gpa": 3.467391304347826
      }
    ]
  },
  {
    "uid": "instructor_028f5fb1497f12d2f925d786",
    "name": "YAZHEN WANG",
    "count": 45,
    "terms": [
      {
        "term": "1142",
        "count": 17,
        "sections": 1,
        "gpa": 3.8823529411764706
      },
      {
        "term": "1152",
        "count": 28,
        "sections": 1,
        "gpa": 3.0714285714285716
      }
    ]
  },
  {
    "uid": "instructor_0360eba2bdb0ab84d3d36d4e",
    "name": "ANQI SHI",
    "count": 45,
    "terms": [
      {
        "term": "1174",
        "count": 45,
        "sections": 1,
        "gpa": 3.7
      }
    ]
  },
  {
    "uid": "instructor_c29c695b537eb30977ee94b5",
    "name": "JOHN GILLETT",
    "count": 45,
    "terms": [
      {
        "term": "1224",
        "count": 45,
        "sections": 2,
        "gpa": 3.7555555555555555
      }
    ]
  },
  {
    "uid": "instructor_d5f63941bb5f22a09960433e",
    "name": "YONGSU LEE",
    "count": 45,
    "terms": [
      {
        "term": "1224",
        "count": 45,
        "sections": 2,
        "gpa": 3.7555555555555555
      }
    ]
  },
  {
    "uid": "instructor_ffb40271f0e2a09c8b0ac6d7",
    "name": "JIAXIN YE",
    "count": 44,
    "terms": [
      {
        "term": "1264",
        "count": 44,
        "sections": 2,
        "gpa": 3.4318181818181817
      }
    ]
  },
  {
    "uid": "instructor_47fe90573cfa3f4aedf92823",
    "name": "YILIN ZHANG",
    "count": 41,
    "terms": [
      {
        "term": "1184",
        "count": 41,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_9a33060e8ac4f29ac9c6348a",
    "name": "WENZHI CAO",
    "count": 39,
    "terms": [
      {
        "term": "1202",
        "count": 39,
        "sections": 1,
        "gpa": 3.282051282051282
      }
    ]
  },
  {
    "uid": "instructor_fd85f5d3f8c46ff150625ca3",
    "name": "BENJAMIN LENGERICH",
    "count": 38,
    "terms": [
      {
        "term": "1254",
        "count": 38,
        "sections": 2,
        "gpa": 3.9078947368421053
      }
    ]
  },
  {
    "uid": "instructor_a1a6312441a09a9ee137f7b1",
    "name": "GARVESH RASKUTTI",
    "count": 37,
    "terms": [
      {
        "term": "1212",
        "count": 25,
        "sections": 1,
        "gpa": 3.24
      },
      {
        "term": "1264",
        "count": 12,
        "sections": 2,
        "gpa": 3.3333333333333335
      }
    ]
  },
  {
    "uid": "instructor_4ea402fd5651417c35b5c5fb",
    "name": "KRISHNAKUMAR BALASUBRAMANIAN",
    "count": 34,
    "terms": [
      {
        "term": "1164",
        "count": 34,
        "sections": 1,
        "gpa": 3.6323529411764706
      }
    ]
  },
  {
    "uid": "instructor_2abf19fcb50be18e78089a1a",
    "name": "BRET HANLON",
    "count": 33,
    "terms": [
      {
        "term": "1174",
        "count": 33,
        "sections": 1,
        "gpa": 3.9545454545454546
      }
    ]
  },
  {
    "uid": "instructor_f93c490c56058f15628a3889",
    "name": "ZIFENG ZHAO",
    "count": 33,
    "terms": [
      {
        "term": "1174",
        "count": 33,
        "sections": 1,
        "gpa": 3.9545454545454546
      }
    ]
  },
  {
    "uid": "instructor_fb08c19bf935a682b262f8f8",
    "name": "QING LI",
    "count": 33,
    "terms": [
      {
        "term": "1172",
        "count": 33,
        "sections": 1,
        "gpa": 3.590909090909091
      }
    ]
  },
  {
    "uid": "instructor_c9d9d173171e0e87ba183f08",
    "name": "BIKRAM KARMAKAR",
    "count": 32,
    "terms": [
      {
        "term": "1264",
        "count": 32,
        "sections": 2,
        "gpa": 3.625
      }
    ]
  },
  {
    "uid": "instructor_d9e618b3ccbe558e29172b04",
    "name": "CAMERON JONES",
    "count": 32,
    "terms": [
      {
        "term": "1264",
        "count": 32,
        "sections": 2,
        "gpa": 3.625
      }
    ]
  },
  {
    "uid": "instructor_5ecf68146049cfa01281b335",
    "name": "YONGFENG WU",
    "count": 25,
    "terms": [
      {
        "term": "1212",
        "count": 25,
        "sections": 1,
        "gpa": 3.24
      }
    ]
  },
  {
    "uid": "instructor_36e71319d05f10b8566f48e2",
    "name": "CHENGHUI ZHENG",
    "count": 12,
    "terms": [
      {
        "term": "1264",
        "count": 12,
        "sections": 2,
        "gpa": 3.3333333333333335
      }
    ]
  },
  {
    "uid": "instructor_253cce0f28321f783c10482f",
    "name": "JESSI KEHE",
    "count": 9,
    "terms": [
      {
        "term": "1262",
        "count": 9,
        "sections": 1,
        "gpa": 3.611111111111111
      }
    ]
  },
  {
    "uid": "instructor_ba0181b36c0e94f4e267a461",
    "name": "BEOM KWON",
    "count": 9,
    "terms": [
      {
        "term": "1262",
        "count": 9,
        "sections": 1,
        "gpa": 3.611111111111111
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.43

#### upper

4

#### coverage

80

#### terms

5

### gpa

3.86802997497399

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 90.61337157532641  |
| AB    | 1.4654744162940885 |
| B     | 1.4654744162940885 |
| BC    | 3.825136612021858  |
| C     | 2.630542980063549  |
| D     | 0                  |
| F     | 0                  |

### source Terms

* 1262
* 1242
* 1222

### source Count

211

### same Season

true

### historical Range

* 3.5937500000000004
* 3.9681818181818183

### backtest

#### terms

5

#### gpa Error

0.15079329418036008

#### mix Error

27.286883077691105