# COMPSCI 838: Topics in Computing | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/COMPSCI_838)

## 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

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
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* 1172
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* 1162
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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

ff52d17a715b035ac4d248dfe10535185dd4d181e33d5a1e97103d6c8f57e0aa

### course id

COMPSCI 838

### course uid

course\_c01310eb7bc18e1b764e2954

### catalog version id

81d602dc70c96b23a732aa61dd40aeb94ac1ed35f98f8a8e16cbea66e064794a

### course number

838

### subjects

* COMPSCI

### title

TOPICS IN COMPUTING

### description

Advanced topics of special interest to students in various areas of Computer Science. Each offering of the course will cover a topic selected by the instructor. Credit varies by offering - check with the department to determine how an offering counts toward degree requirements.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

ec986cb32968955dfca4d63d78d9f0877d63414f227537e09b9eeaa69f80e343

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

COMPSCI 838 covers advanced, instructor-selected topics in various areas of Computer Science for graduate students.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* advanced computer science topics
* graduate computing seminar
* special interest CS course

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

a51a9797f3ad426ff6548e6a521242b138669bef648373baaf8471c18a501335

#### course id

COMPSCI 838

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Shuchi Chawla: Shuchi Chawla’s course is challenging, requiring high performance, but she provides resources and a grading curve.

```json
{
  "citations": [
    {
      "instructor_name": "Shuchi Chawla",
      "review_date": "2018-03-07 14:01:38 +0000 UTC",
      "review_id": "e97d72c013403eacb938f6b8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1618280",
      "source_review_id": "UmF0aW5nLTI5NjMwMzg2",
      "source_url": "https://www.ratemyprofessors.com/professor/1618280",
      "type": "review"
    },
    {
      "instructor_name": "Shuchi Chawla",
      "review_date": "2023-12-16 06:52:17 +0000 UTC",
      "review_id": "ab3b6e9de50e0c81f6a4b063",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1618280",
      "source_review_id": "UmF0aW5nLTM4NzA0NjYz",
      "source_url": "https://www.ratemyprofessors.com/professor/1618280",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Shuchi Chawla: Shuchi Chawla is described as putting immense effort into lectures and being kind, though one review notes her forthright nature. Students report the course requires Olympic-level performance and involves significant difficulty, with one reviewer feeling trust was broken. Another review highlights that while material is challenging, resources and grading curves help manage the workload.

```json
{
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    {
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      "review_id": "e97d72c013403eacb938f6b8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1618280",
      "source_review_id": "UmF0aW5nLTI5NjMwMzg2",
      "source_url": "https://www.ratemyprofessors.com/professor/1618280",
      "type": "review"
    },
    {
      "instructor_name": "Shuchi Chawla",
      "review_date": "2018-03-07 14:34:33 +0000 UTC",
      "review_id": "0ad972bc2d4d863cde31d12a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1618280",
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      "source_url": "https://www.ratemyprofessors.com/professor/1618280",
      "type": "review"
    },
    {
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      "review_date": "2023-12-16 06:52:17 +0000 UTC",
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      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1618280",
      "source_review_id": "UmF0aW5nLTM4NzA0NjYz",
      "source_url": "https://www.ratemyprofessors.com/professor/1618280",
      "type": "review"
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  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Paris Koutris: Paris Koutris teaches Database Theory concepts clearly with readable notes, though it requires background knowledge.

```json
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      "review_date": "2016-05-07 16:47:45 +0000 UTC",
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      "source_url": "https://www.ratemyprofessors.com/professor/2066423",
      "type": "review"
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  ]
}
```

Recent recorded grades — Fall 2020: 4.00 GPA, 100.0% A/AB (n=80 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=24 letter grades).

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```

#### student experience

Historical reviews of Paris Koutris, Shuchi Chawla: Koutris offers excellent examples and readable notes, while Chawla is described as kind and sympathetic.

```json
{
  "citations": [
    {
      "instructor_name": "Paris Koutris",
      "review_date": "2016-05-07 16:47:45 +0000 UTC",
      "review_id": "f0aad3c6e21dd30118337f62",
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      "type": "review"
    },
    {
      "instructor_name": "Shuchi Chawla",
      "review_date": "2023-12-16 06:52:17 +0000 UTC",
      "review_id": "ab3b6e9de50e0c81f6a4b063",
      "run_id": "20260907T155543-ce3781c4",
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      "type": "review"
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}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

PARIS KOUTRIS is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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    {
      "course_id": "COMPSCI 838",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
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    "instructors": [
      "Eftychios Sifakis",
      "Thomas Reps"
    ],
    "a": 9,
    "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": 14,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Eftychios Sifakis"
    ],
    "a": 11,
    "ab": 8,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Anthony Gitter",
      "Michael Gleicher"
    ],
    "a": 23,
    "ab": 11,
    "b": 3,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 38,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Eftychios Sifakis",
      "SRINIVASA AKELLA",
      "Sushmita Roy"
    ],
    "a": 38,
    "ab": 26,
    "b": 9,
    "bc": 1,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 77,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Paris Koutris"
    ],
    "a": 14,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 17,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "SRINIVASA AKELLA",
      "Sushmita Roy"
    ],
    "a": 70,
    "ab": 11,
    "b": 8,
    "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": 89,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "AN H DOAN",
      "JUDE SHAVLIK"
    ],
    "a": 98,
    "ab": 15,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 117,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Dimitris Papailiopoulos"
    ],
    "a": 8,
    "ab": 1,
    "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": 9,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "PO-LING LOH"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Remzi Arpaci-Dusseau",
      "Yin Li"
    ],
    "a": 42,
    "ab": 7,
    "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": 49,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Anthony Gitter",
      "Sushmita Roy",
      "Yin Li"
    ],
    "a": 33,
    "ab": 5,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Remzi Arpaci-Dusseau"
    ],
    "a": 80,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 84,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "KARTHIKEYAN SANKARALINGAM"
    ],
    "a": 17,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 18,
    "source_aliases": [
      "COMPSCI 838"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 838",
    "course_uid": "course_c01310eb7bc18e1b764e2954",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Swamit Tannu"
    ],
    "a": 24,
    "ab": 0,
    "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": 24,
    "source_aliases": [
      "COMPSCI 838"
    ]
  }
]
```

### statistics

#### gpa

3.849

#### graded

967

#### counts

* 735
* 180
* 47
* 2
* 3
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_c01310eb7bc18e1b764e2954-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c01310eb7bc18e1b764e2954-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_c01310eb7bc18e1b764e2954-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c01310eb7bc18e1b764e2954-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_c01310eb7bc18e1b764e2954-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_c01310eb7bc18e1b764e2954-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_c01310eb7bc18e1b764e2954-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c01310eb7bc18e1b764e2954-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8490175801447775

#### count

967

#### university

##### size

4914

##### gpa Percentile

71

##### count Percentile

85

##### median Count

195

##### 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 | 425   | false   |
| 3.2–3.6 | 1507  | false   |
| 3.6–4.0 | 2965  | true    |

#### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 101,
      "gpaPercentile": 87,
      "countPercentile": 71,
      "medianCount": 398,
      "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": 17,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 30,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 54,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.7142857142857144

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1074

##### term

1074

##### gpa

3.9642857142857144

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1082

##### term

1082

##### gpa

4

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1084

##### term

1084

##### gpa

3.8194444444444446

##### count

36

##### university

###### size

720

###### gpa Percentile

85

###### count Percentile

12

###### 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 | 3     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 207   | false   |
| 3.2–3.6 | 248   | false   |
| 3.6–4.0 | 217   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 14,
      "gpaPercentile": 100,
      "countPercentile": 15,
      "medianCount": 59,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": true
        }
      ]
    }
  }
]
```

#### 1094

##### term

1094

##### gpa

3.7777777777777777

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1102

##### term

1102

##### gpa

3.738095238095238

##### count

63

##### university

###### size

774

###### gpa Percentile

81

###### count Percentile

46

###### 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 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | false   |
| 3.6–4.0 | 235   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 19,
      "gpaPercentile": 100,
      "countPercentile": 56,
      "medianCount": 61,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": true
        }
      ]
    }
  }
]
```

#### 1104

##### term

1104

##### gpa

3.90625

##### count

48

##### university

###### size

793

###### gpa Percentile

89

###### count Percentile

34

###### 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

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 22,
      "gpaPercentile": 100,
      "countPercentile": 43,
      "medianCount": 51.5,
      "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": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": true
        }
      ]
    }
  }
]
```

#### 1112

##### term

1112

##### gpa

3.7285714285714286

##### count

35

##### university

###### size

805

###### gpa Percentile

80

###### count Percentile

12

###### 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 | 45    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | false   |
| 3.6–4.0 | 225   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 27,
      "gpaPercentile": 92,
      "countPercentile": 27,
      "medianCount": 41,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1114

##### term

1114

##### gpa

3.9375

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1122

##### term

1122

##### gpa

3.9

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1124

##### term

1124

##### gpa

3.7

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1132

##### term

1132

##### gpa

3.8085106382978724

##### count

47

##### university

###### size

851

###### gpa Percentile

84

###### count Percentile

33

###### 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 | 40    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 303   | false   |
| 3.6–4.0 | 272   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 23,
      "gpaPercentile": 100,
      "countPercentile": 45,
      "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": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": true
        }
      ]
    }
  }
]
```

#### 1134

##### term

1134

##### gpa

3.765625

##### count

32

##### university

###### size

852

###### gpa Percentile

79

###### count Percentile

5

###### 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

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 22,
      "gpaPercentile": 100,
      "countPercentile": 0,
      "medianCount": 68,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": true
        }
      ]
    }
  }
]
```

#### 1142

##### term

1142

##### gpa

3.9642857142857144

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1144

##### term

1144

##### gpa

3.8214285714285716

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1152

##### term

1152

##### gpa

3.789473684210526

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1154

##### term

1154

##### gpa

3.736842105263158

##### count

38

##### university

###### size

935

###### gpa Percentile

76

###### count Percentile

15

###### 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": "COMPSCI",
    "comparison": {
      "size": 31,
      "gpaPercentile": 90,
      "countPercentile": 17,
      "medianCount": 63,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

3.66

##### count

75

##### university

###### size

954

###### gpa Percentile

69

###### count Percentile

57

###### 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   | false   |
| 3.6–4.0 | 345   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 35,
      "gpaPercentile": 76,
      "countPercentile": 74,
      "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": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1164

##### term

1164

##### gpa

3.8823529411764706

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1172

##### term

1172

##### gpa

3.848314606741573

##### count

89

##### university

###### size

991

###### gpa Percentile

84

###### count Percentile

64

###### 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   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 31,
      "gpaPercentile": 87,
      "countPercentile": 60,
      "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": 16,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.9094827586206895

##### count

116

##### university

###### size

955

###### gpa Percentile

88

###### count Percentile

74

###### 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": "COMPSCI",
    "comparison": {
      "size": 30,
      "gpaPercentile": 90,
      "countPercentile": 59,
      "medianCount": 108,
      "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": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.9444444444444446

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1194

##### term

1194

##### gpa

3.9285714285714284

##### count

49

##### university

###### size

1040

###### gpa Percentile

89

###### count Percentile

32

###### 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": "COMPSCI",
    "comparison": {
      "size": 38,
      "gpaPercentile": 92,
      "countPercentile": 16,
      "medianCount": 92,
      "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": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.91025641025641

##### count

39

##### university

###### size

1102

###### gpa Percentile

88

###### count Percentile

18

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 41,
      "gpaPercentile": 95,
      "countPercentile": 8,
      "medianCount": 91,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

4

##### count

80

##### university

###### size

1111

###### gpa Percentile

96

###### count Percentile

55

###### median Count

68

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 42,
      "gpaPercentile": 98,
      "countPercentile": 34,
      "medianCount": 96,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

4

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

#### 1254

##### term

1254

##### gpa

4

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |

### benchmarks

#### all

##### school

###### size

4914

###### gpa

3.6352260346517187

###### top Share

80.35528812799267

###### count

195

##### COMPSCI

###### size

101

###### gpa

3.5461622166224784

###### top Share

76.10659345061987

###### count

398

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### COMPSCI

###### size

13

###### gpa

2.984228192055664

###### top Share

46.24763313433178

###### count

60

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### COMPSCI

###### size

13

###### gpa

3.0855368848689455

###### top Share

48.7445028912265

###### count

55

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### COMPSCI

###### size

15

###### gpa

3.146224995259422

###### top Share

51.28801425895212

###### count

49

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### COMPSCI

###### size

14

###### gpa

3.144553029581605

###### top Share

50.3940565180559

###### count

59

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

###### COMPSCI

###### size

16

###### gpa

3.1364214252215854

###### top Share

48.56845161086566

###### count

72

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### COMPSCI

###### size

19

###### gpa

3.1851402069816737

###### top Share

53.3667497934056

###### count

61

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### COMPSCI

###### size

22

###### gpa

3.200534462173063

###### top Share

56.78409435721555

###### count

51.5

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### COMPSCI

###### size

27

###### gpa

3.2907039795974518

###### top Share

61.485726181424475

###### count

41

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### COMPSCI

###### size

18

###### gpa

3.266230341473234

###### top Share

59.94733477037724

###### count

58

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### COMPSCI

###### size

20

###### gpa

3.20674670802027

###### top Share

56.51588103392879

###### count

54.5

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### COMPSCI

###### size

22

###### gpa

3.1674244675767893

###### top Share

54.635052791099376

###### count

59

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### COMPSCI

###### size

23

###### gpa

3.2325357852525465

###### top Share

57.33650851473996

###### count

56

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### COMPSCI

###### size

22

###### gpa

3.2424086213492718

###### top Share

59.28222765244668

###### count

68

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### COMPSCI

###### size

28

###### gpa

3.279575360328891

###### top Share

60.13197427273153

###### count

47.5

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### COMPSCI

###### size

26

###### gpa

3.263233863996996

###### top Share

58.711877593449

###### count

70.5

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### COMPSCI

###### size

30

###### gpa

3.3169698368361287

###### top Share

64.20051564737066

###### count

48.5

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### COMPSCI

###### size

31

###### gpa

3.3515611477246905

###### top Share

66.93977839039297

###### count

63

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### COMPSCI

###### size

35

###### gpa

3.3323013900568625

###### top Share

63.38685451839816

###### count

56

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### COMPSCI

###### size

32

###### gpa

3.2951719476979457

###### top Share

63.07751525075427

###### count

84

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### COMPSCI

###### size

31

###### gpa

3.3325489227746874

###### top Share

61.97665055034616

###### count

74

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### COMPSCI

###### size

30

###### gpa

3.3383019285046376

###### top Share

63.22952984555728

###### count

108

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### COMPSCI

###### size

31

###### gpa

3.329310414227759

###### top Share

61.243618316797935

###### count

126

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### COMPSCI

###### size

38

###### gpa

3.3453717241366854

###### top Share

64.2917310505246

###### count

95.5

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### COMPSCI

###### size

38

###### gpa

3.3433846242383978

###### top Share

63.409438479169644

###### count

92

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### COMPSCI

###### size

41

###### gpa

3.3598624373657553

###### top Share

65.26544910639922

###### count

91

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### COMPSCI

###### size

42

###### gpa

3.450396020252364

###### top Share

69.90950224603134

###### count

96

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### COMPSCI

###### size

45

###### gpa

3.4719336884851772

###### top Share

70.89188483398956

###### count

96

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### COMPSCI

###### size

52

###### gpa

3.482652727664103

###### top Share

71.33786483648515

###### count

105

## instructor Trends

```json
[
  {
    "uid": "instructor_bd2b7a70508c1f2de5b24c02",
    "name": "SRINIVASA AKELLA",
    "count": 181,
    "terms": [
      {
        "term": "1102",
        "count": 17,
        "sections": 1,
        "gpa": 3.8529411764705883
      },
      {
        "term": "1132",
        "count": 22,
        "sections": 1,
        "gpa": 3.772727272727273
      },
      {
        "term": "1162",
        "count": 59,
        "sections": 1,
        "gpa": 3.6779661016949152
      },
      {
        "term": "1172",
        "count": 83,
        "sections": 1,
        "gpa": 3.855421686746988
      }
    ]
  },
  {
    "uid": "instructor_a511011c1930d34cee42c4f7",
    "name": "REMZI ARPACI-DUSSEAU",
    "count": 138,
    "terms": [
      {
        "term": "1082",
        "count": 10,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1134",
        "count": 32,
        "sections": 1,
        "gpa": 3.765625
      },
      {
        "term": "1194",
        "count": 16,
        "sections": 1,
        "gpa": 3.875
      },
      {
        "term": "1212",
        "count": 80,
        "sections": 2,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_716dd3b7144db082da913e4d",
    "name": "MICHAEL COEN",
    "count": 86,
    "terms": [
      {
        "term": "1084",
        "count": 23,
        "sections": 1,
        "gpa": 3.847826086956522
      },
      {
        "term": "1102",
        "count": 39,
        "sections": 1,
        "gpa": 3.7051282051282053
      },
      {
        "term": "1112",
        "count": 22,
        "sections": 1,
        "gpa": 3.727272727272727
      },
      {
        "term": "1122",
        "count": 2,
        "sections": 1,
        "gpa": 3.75
      }
    ]
  },
  {
    "uid": "instructor_8a8d069a7cfff58ad5a275b4",
    "name": "AN H DOAN",
    "count": 78,
    "terms": [
      {
        "term": "1174",
        "count": 78,
        "sections": 1,
        "gpa": 3.891025641025641
      }
    ]
  },
  {
    "uid": "instructor_bfe4bee42dc667c0fd32a915",
    "name": "MICHAEL GLEICHER",
    "count": 73,
    "terms": [
      {
        "term": "1094",
        "count": 9,
        "sections": 1,
        "gpa": 3.7777777777777777
      },
      {
        "term": "1104",
        "count": 14,
        "sections": 1,
        "gpa": 3.6785714285714284
      },
      {
        "term": "1124",
        "count": 18,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1154",
        "count": 32,
        "sections": 1,
        "gpa": 3.71875
      }
    ]
  },
  {
    "uid": "instructor_fed8b1f5a10ba1f2cb2cd3d7",
    "name": "YIN LI",
    "count": 63,
    "terms": [
      {
        "term": "1194",
        "count": 33,
        "sections": 1,
        "gpa": 3.9545454545454546
      },
      {
        "term": "1202",
        "count": 30,
        "sections": 1,
        "gpa": 3.966666666666667
      }
    ]
  },
  {
    "uid": "instructor_491da83116703d1b3c269e13",
    "name": "EFTYCHIOS SIFAKIS",
    "count": 62,
    "terms": [
      {
        "term": "1122",
        "count": 8,
        "sections": 1,
        "gpa": 3.9375
      },
      {
        "term": "1132",
        "count": 13,
        "sections": 1,
        "gpa": 3.923076923076923
      },
      {
        "term": "1144",
        "count": 14,
        "sections": 1,
        "gpa": 3.8214285714285716
      },
      {
        "term": "1152",
        "count": 19,
        "sections": 1,
        "gpa": 3.789473684210526
      },
      {
        "term": "1162",
        "count": 8,
        "sections": 1,
        "gpa": 3.8125
      }
    ]
  },
  {
    "uid": "instructor_210eae517dd47513880a3f3e",
    "name": "JUDE SHAVLIK",
    "count": 38,
    "terms": [
      {
        "term": "1174",
        "count": 38,
        "sections": 1,
        "gpa": 3.9473684210526314
      }
    ]
  },
  {
    "uid": "instructor_a3b20a8c5daa1f1230c02e0f",
    "name": "THOMAS RISTENPART",
    "count": 30,
    "terms": [
      {
        "term": "1114",
        "count": 9,
        "sections": 1,
        "gpa": 3.888888888888889
      },
      {
        "term": "1124",
        "count": 7,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1142",
        "count": 14,
        "sections": 1,
        "gpa": 3.9642857142857144
      }
    ]
  },
  {
    "uid": "instructor_84a81b0f2133e8e40943a1d7",
    "name": "SWAMIT TANNU",
    "count": 24,
    "terms": [
      {
        "term": "1254",
        "count": 24,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_d225b29b2e17e4be5092e5b3",
    "name": "SUSHMITA ROY",
    "count": 23,
    "terms": [
      {
        "term": "1162",
        "count": 8,
        "sections": 1,
        "gpa": 3.375
      },
      {
        "term": "1172",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1202",
        "count": 9,
        "sections": 1,
        "gpa": 3.7222222222222223
      }
    ]
  },
  {
    "uid": "instructor_3de0ef4958551736222141f6",
    "name": "BILGE MUTLU",
    "count": 20,
    "terms": [
      {
        "term": "1102",
        "count": 7,
        "sections": 1,
        "gpa": 3.642857142857143
      },
      {
        "term": "1112",
        "count": 13,
        "sections": 1,
        "gpa": 3.730769230769231
      }
    ]
  },
  {
    "uid": "instructor_3ae7a2c3592f5f819fbb54b8",
    "name": "CHRISTOPHER RE",
    "count": 19,
    "terms": [
      {
        "term": "1104",
        "count": 19,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_485182ace364dcdf4abb503d",
    "name": "KARTHIKEYAN SANKARALINGAM",
    "count": 17,
    "terms": [
      {
        "term": "1224",
        "count": 17,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_7d17f8a074323efe3e30fddf",
    "name": "PARIS KOUTRIS",
    "count": 17,
    "terms": [
      {
        "term": "1164",
        "count": 17,
        "sections": 1,
        "gpa": 3.8823529411764706
      }
    ]
  },
  {
    "uid": "instructor_1aa801d796cd4d2f6d6b83aa",
    "name": "ANTHONY GITTER",
    "count": 15,
    "terms": [
      {
        "term": "1154",
        "count": 6,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1202",
        "count": 9,
        "sections": 1,
        "gpa": 3.7222222222222223
      }
    ]
  },
  {
    "uid": "instructor_4107f43c1175fa1170f1b3c0",
    "name": "BENJAMIN RECHT",
    "count": 15,
    "terms": [
      {
        "term": "1104",
        "count": 15,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_bf4a81f6aa7c91dfe31d8633",
    "name": "SOMESH JHA",
    "count": 15,
    "terms": [
      {
        "term": "1114",
        "count": 15,
        "sections": 1,
        "gpa": 3.966666666666667
      }
    ]
  },
  {
    "uid": "instructor_74e71544cb072def38511b27",
    "name": "XIAOJIN ZHU",
    "count": 14,
    "terms": [
      {
        "term": "1074",
        "count": 14,
        "sections": 1,
        "gpa": 3.9642857142857144
      }
    ]
  },
  {
    "uid": "instructor_edbef4ea9b58524915392e33",
    "name": "SUMAN BANERJEE",
    "count": 14,
    "terms": [
      {
        "term": "1072",
        "count": 14,
        "sections": 1,
        "gpa": 3.7142857142857144
      }
    ]
  },
  {
    "uid": "instructor_887db11b8e1e077c34b71053",
    "name": "CRISTIAN ESTAN",
    "count": 13,
    "terms": [
      {
        "term": "1084",
        "count": 13,
        "sections": 1,
        "gpa": 3.769230769230769
      }
    ]
  },
  {
    "uid": "instructor_382bae73ea8662f85f925c70",
    "name": "ERIC BACH",
    "count": 12,
    "terms": [
      {
        "term": "1132",
        "count": 12,
        "sections": 1,
        "gpa": 3.75
      }
    ]
  },
  {
    "uid": "instructor_1de4de258bced02b550321a6",
    "name": "DIMITRIOS PAPAILIOPOULOS",
    "count": 9,
    "terms": [
      {
        "term": "1184",
        "count": 9,
        "sections": 1,
        "gpa": 3.9444444444444446
      }
    ]
  }
]
```

## following

None recorded.
