# COMPSCI/DS 579: Virtual Reality | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/COMPSCI_DS_579)

## 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
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### 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

4ed38d9e99d9c6af1321e96eb2be8618ddb3c6834318e9442c78573df12b0b19

### course id

COMPSCI/DS 579

### course uid

course\_c9d3d50080500b102189e67a

### catalog version id

bda7b63c91496923b4b5d543cc1cb375edf5771f1d3c95e1993c9e0c93974eb5

### course number

579

### subjects

* COMPSCI
* DS

### title

VIRTUAL REALITY

### description

Introduces the field of virtual reality with an emphasis on creating immersive, interactive virtual experiences. Survey topics include the history of virtual reality technology, computer graphics and 3D modeling, human perception and psychology, and principles of human-computer interaction and user interface design. Is intended for individuals with backgrounds in Computer Science, Engineering, Art, Architecture, or Design.

### requirements text

Sophomore standing

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

b655ed3604c75a80624bbe1976363a4193bc51a5e47e812109650b37e88223e1

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

COMPSCI/DS 579 VIRTUAL REALITY introduces the field of virtual reality with an emphasis on creating immersive, interactive virtual experiences.

### llm topics

* History of virtual reality technology
* Computer graphics and 3D modeling
* Human perception and psychology

### llm skills

* Creating immersive, interactive virtual experiences
* Human-computer interaction and user interface design

### llm assumed background

* Background in Computer Science, Engineering, Art, Architecture, or Design

### llm search phrases

* virtual reality course
* immersive virtual experiences
* 3D modeling VR
* human-computer interaction design
* virtual reality history

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

ea327db54760ff452890a2c4936da303887bb08ee1fdef0e3f9e33fadf3186ac

#### course id

COMPSCI/DS 579

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of J. Michael Collins: Exams require policy application rather than memorization, but the final exam is difficult due to insufficient time for the question volume.

```json
{
  "citations": [
    {
      "instructor_name": "J. Michael Collins",
      "review_date": "2014-12-15 10:36:01 +0000 UTC",
      "review_id": "69763bc67b90b60967a4c0e6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1288719",
      "source_review_id": "UmF0aW5nLTI0MDgyNzU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1288719",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of J. Michael Collins: J. Michael Collins teaches students how to write memos effectively, focusing on policy application rather than memorization. While he provides useful writing instruction, reviewers note that his lectures can sometimes be boring.

```json
{
  "citations": [
    {
      "instructor_name": "J. Michael Collins",
      "review_date": "2014-12-15 10:36:01 +0000 UTC",
      "review_id": "69763bc67b90b60967a4c0e6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1288719",
      "source_review_id": "UmF0aW5nLTI0MDgyNzU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1288719",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of J. Michael Collins: J. Michael Collins teaches policy application and memo writing, though lectures can be boring and the final exam is time-constrained.

```json
{
  "citations": [
    {
      "instructor_name": "J. Michael Collins",
      "review_date": "2014-12-15 10:36:01 +0000 UTC",
      "review_id": "69763bc67b90b60967a4c0e6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1288719",
      "source_review_id": "UmF0aW5nLTI0MDgyNzU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1288719",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2024: 3.78 GPA, 84.5% A/AB (n=97 letter grades); Spring 2025: 3.81 GPA, 87.4% A/AB (n=95 letter grades); Spring 2026: 3.55 GPA, 80.4% A/AB (n=92 letter grades).

```json
{
  "citations": [
    {
      "course_id": "COMPSCI/DS 579",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "a51faa36-2b78-3b74-9763-518c5160eaef",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI/DS 579",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "a51faa36-2b78-3b74-9763-518c5160eaef",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI/DS 579",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "a51faa36-2b78-3b74-9763-518c5160eaef",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of J. Michael Collins: Students learn effective memo writing, but find lectures occasionally boring and the final exam format frustrating due to time pressure.

```json
{
  "citations": [
    {
      "instructor_name": "J. Michael Collins",
      "review_date": "2014-12-15 10:36:01 +0000 UTC",
      "review_id": "69763bc67b90b60967a4c0e6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1288719",
      "source_review_id": "UmF0aW5nLTI0MDgyNzU2",
      "source_url": "https://www.ratemyprofessors.com/professor/1288719",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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

#### notes

* Sophomore standing is a program standing requirement.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_1e96c5684ef2f15aa8d6b8dd",
    "source": "madgrades",
    "source_instructor_id": "5351853",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HYO JEONG KANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.541,
      "graded": 233,
      "counts": [
        107,
        73,
        31,
        15,
        5,
        1,
        1
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/HYO_JEONG_KANG"
  },
  {
    "instructor_uid": "instructor_a88284af99e9e64293c99780",
    "source": "madgrades",
    "source_instructor_id": "1653746",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KEVIN PONTO",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.739,
      "graded": 723,
      "counts": [
        521,
        98,
        71,
        10,
        18,
        2,
        3
      ],
      "sections": 76
    },
    "instructor_url": "/instructors/KEVIN_PONTO--instructor_a88284af99e9e64293c99780"
  },
  {
    "instructor_uid": "instructor_65e3c68ff7382d5a3dbcf15e",
    "source": "madgrades",
    "source_instructor_id": "3056874",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROSS TREDINNICK",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.709,
      "graded": 43,
      "counts": [
        32,
        5,
        4,
        0,
        0,
        2,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ROSS_TREDINNICK--instructor_65e3c68ff7382d5a3dbcf15e"
  },
  {
    "instructor_uid": "instructor_6b49bb482126150606cf4ea9",
    "source": "madgrades",
    "source_instructor_id": "6365758",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MELODY PAK",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.772,
      "graded": 723,
      "counts": [
        547,
        89,
        58,
        9,
        15,
        1,
        4
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/MELODY_PAK--instructor_6b49bb482126150606cf4ea9"
  },
  {
    "instructor_uid": "instructor_998af11908fa5dd8deefc6fe",
    "source": "madgrades",
    "source_instructor_id": "6551312",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BONBON YANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.688,
      "graded": 597,
      "counts": [
        416,
        85,
        62,
        5,
        19,
        4,
        6
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/BONBON_YANG--instructor_998af11908fa5dd8deefc6fe"
  },
  {
    "instructor_uid": "instructor_a725da6f49feb4b83ab25f5d",
    "source": "madgrades",
    "source_instructor_id": "6646131",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BRIAN FAGGIN BATISTA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.705,
      "graded": 307,
      "counts": [
        212,
        53,
        25,
        4,
        8,
        3,
        2
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/BRIAN_FAGGIN_BATISTA--instructor_a725da6f49feb4b83ab25f5d"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "HYO JEONG KANG",
      "Kevin Ponto"
    ],
    "a": 23,
    "ab": 4,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 29,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "HYO JEONG KANG",
      "Kevin Ponto"
    ],
    "a": 16,
    "ab": 8,
    "b": 4,
    "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": 29,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "ROSS TREDINNICK"
    ],
    "a": 32,
    "ab": 5,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 2,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 44,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Kevin Ponto"
    ],
    "a": 70,
    "ab": 10,
    "b": 8,
    "bc": 1,
    "c": 1,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 91,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Kevin Ponto",
      "Melody Pak"
    ],
    "a": 72,
    "ab": 13,
    "b": 8,
    "bc": 1,
    "c": 2,
    "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": 97,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Kevin Ponto",
      "Melody Pak"
    ],
    "a": 67,
    "ab": 12,
    "b": 12,
    "bc": 1,
    "c": 3,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 96,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Kevin Ponto",
      "Melody Pak"
    ],
    "a": 72,
    "ab": 10,
    "b": 13,
    "bc": 2,
    "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": 97,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Kevin Ponto"
    ],
    "a": 73,
    "ab": 10,
    "b": 10,
    "bc": 1,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 95,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI/DS 579",
    "course_uid": "course_c9d3d50080500b102189e67a",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "BONBON YANG",
      "BRIAN FAGGIN BATISTA",
      "Kevin Ponto"
    ],
    "a": 53,
    "ab": 21,
    "b": 8,
    "bc": 1,
    "c": 7,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 92,
    "source_aliases": [
      "COMPSCI/DS 579"
    ]
  }
]
```

### statistics

#### gpa

3.736

#### graded

668

#### counts

* 478
* 93
* 69
* 8
* 14
* 3
* 3

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_c9d3d50080500b102189e67a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c9d3d50080500b102189e67a-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_c9d3d50080500b102189e67a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c9d3d50080500b102189e67a-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_c9d3d50080500b102189e67a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_c9d3d50080500b102189e67a-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_c9d3d50080500b102189e67a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c9d3d50080500b102189e67a-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7357784431137726

#### count

668

#### university

##### size

4118

##### gpa Percentile

49

##### count Percentile

90

##### median Count

118

##### 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 | 9     | false   |
| 2.8–3.2 | 247   | false   |
| 3.2–3.6 | 1090  | false   |
| 3.6–4.0 | 2772  | true    |

#### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 96,
      "gpaPercentile": 59,
      "countPercentile": 71,
      "medianCount": 240,
      "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": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 32,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 51,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 48,
      "gpaPercentile": 40,
      "countPercentile": 100,
      "medianCount": 107.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 36,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1172

##### term

1172

##### gpa

3.8620689655172415

##### count

29

##### departments

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

#### 1192

##### term

1192

##### gpa

3.6724137931034484

##### count

29

##### departments

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

#### 1204

##### term

1204

##### gpa

3.7093023255813953

##### count

43

##### university

###### size

1012

###### gpa Percentile

46

###### count Percentile

27

###### 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": "COMPSCI",
    "comparison": {
      "size": 42,
      "gpaPercentile": 63,
      "countPercentile": 10,
      "medianCount": 90.5,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 10,
      "gpaPercentile": 33,
      "countPercentile": 78,
      "medianCount": 38,
      "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": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.7747252747252746

##### count

91

##### university

###### size

1111

###### gpa Percentile

66

###### 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 | 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": 78,
      "countPercentile": 44,
      "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
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 12,
      "gpaPercentile": 55,
      "countPercentile": 100,
      "medianCount": 39.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.7916666666666665

##### count

96

##### university

###### size

1171

###### gpa Percentile

69

###### count Percentile

67

###### 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": "COMPSCI",
    "comparison": {
      "size": 45,
      "gpaPercentile": 77,
      "countPercentile": 48,
      "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": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": null
  }
]
```

#### 1234

##### term

1234

##### gpa

3.6927083333333335

##### count

96

##### university

###### size

1188

###### gpa Percentile

55

###### count Percentile

67

###### median Count

65

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 46,
      "gpaPercentile": 76,
      "countPercentile": 47,
      "medianCount": 111,
      "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": 26,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 11,
      "gpaPercentile": 30,
      "countPercentile": 100,
      "medianCount": 31,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.783505154639175

##### count

97

##### university

###### size

1241

###### gpa Percentile

66

###### count Percentile

70

###### median Count

65

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 46,
      "gpaPercentile": 76,
      "countPercentile": 42,
      "medianCount": 116,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 14,
      "gpaPercentile": 31,
      "countPercentile": 100,
      "medianCount": 33,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.805263157894737

##### count

95

##### university

###### size

1289

###### gpa Percentile

67

###### count Percentile

68

###### 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": "COMPSCI",
    "comparison": {
      "size": 52,
      "gpaPercentile": 82,
      "countPercentile": 43,
      "medianCount": 105,
      "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": 24,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 18,
      "gpaPercentile": 71,
      "countPercentile": 100,
      "medianCount": 34.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.5543478260869565

##### count

92

##### university

###### size

1283

###### gpa Percentile

34

###### count Percentile

65

###### 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": "COMPSCI",
    "comparison": {
      "size": 48,
      "gpaPercentile": 57,
      "countPercentile": 45,
      "medianCount": 105.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 21,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 19,
          "current": false
        }
      ]
    }
  },
  {
    "subject": "DS",
    "comparison": {
      "size": 14,
      "gpaPercentile": 8,
      "countPercentile": 92,
      "medianCount": 36,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4118

###### gpa

3.683780536587793

###### top Share

83.34410108992769

###### count

118

##### COMPSCI

###### size

96

###### gpa

3.586381328055135

###### top Share

77.90790016679755

###### count

240

##### DS

###### size

48

###### gpa

3.7152611427499185

###### top Share

85.77380551694479

###### count

107.5

#### terms

##### 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

##### 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

###### DS

###### size

13

###### gpa

3.648509685550376

###### top Share

81.82278724694115

###### count

37

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### COMPSCI

###### size

42

###### gpa

3.6240893265324647

###### top Share

79.98991493017058

###### count

90.5

###### DS

###### size

10

###### gpa

3.7806120054487833

###### top Share

93.04736244958227

###### count

38

##### 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

###### DS

###### size

12

###### gpa

3.784992260200742

###### top Share

90.38777055679854

###### count

39.5

##### 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

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.457340982461054

###### top Share

70.00975704504911

###### count

111

###### DS

###### size

11

###### gpa

3.636396435482837

###### top Share

80.89050297516486

###### count

31

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.477413782571094

###### top Share

70.8725394264854

###### count

116

###### DS

###### size

14

###### gpa

3.8266959181653313

###### top Share

91.86539067663273

###### count

33

##### 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

###### DS

###### size

18

###### gpa

3.6871034627572357

###### top Share

84.30262127212505

###### count

34.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### COMPSCI

###### size

48

###### gpa

3.5022746140005943

###### top Share

73.13318776233326

###### count

105.5

###### DS

###### size

14

###### gpa

3.7654672426537994

###### top Share

89.6260971129426

###### count

36

## instructor Trends

```json
[
  {
    "uid": "instructor_a88284af99e9e64293c99780",
    "name": "KEVIN PONTO",
    "count": 625,
    "terms": [
      {
        "term": "1172",
        "count": 29,
        "sections": 1,
        "gpa": 3.8620689655172415
      },
      {
        "term": "1192",
        "count": 29,
        "sections": 1,
        "gpa": 3.6724137931034484
      },
      {
        "term": "1212",
        "count": 91,
        "sections": 1,
        "gpa": 3.7747252747252746
      },
      {
        "term": "1224",
        "count": 96,
        "sections": 1,
        "gpa": 3.7916666666666665
      },
      {
        "term": "1234",
        "count": 96,
        "sections": 1,
        "gpa": 3.6927083333333335
      },
      {
        "term": "1244",
        "count": 97,
        "sections": 1,
        "gpa": 3.783505154639175
      },
      {
        "term": "1254",
        "count": 95,
        "sections": 1,
        "gpa": 3.805263157894737
      },
      {
        "term": "1264",
        "count": 92,
        "sections": 1,
        "gpa": 3.5543478260869565
      }
    ]
  },
  {
    "uid": "instructor_6b49bb482126150606cf4ea9",
    "name": "MELODY PAK",
    "count": 289,
    "terms": [
      {
        "term": "1224",
        "count": 96,
        "sections": 1,
        "gpa": 3.7916666666666665
      },
      {
        "term": "1234",
        "count": 96,
        "sections": 1,
        "gpa": 3.6927083333333335
      },
      {
        "term": "1244",
        "count": 97,
        "sections": 1,
        "gpa": 3.783505154639175
      }
    ]
  },
  {
    "uid": "instructor_998af11908fa5dd8deefc6fe",
    "name": "BONBON YANG",
    "count": 92,
    "terms": [
      {
        "term": "1264",
        "count": 92,
        "sections": 1,
        "gpa": 3.5543478260869565
      }
    ]
  },
  {
    "uid": "instructor_a725da6f49feb4b83ab25f5d",
    "name": "BRIAN FAGGIN BATISTA",
    "count": 92,
    "terms": [
      {
        "term": "1264",
        "count": 92,
        "sections": 1,
        "gpa": 3.5543478260869565
      }
    ]
  },
  {
    "uid": "instructor_1e96c5684ef2f15aa8d6b8dd",
    "name": "HYO JEONG KANG",
    "count": 58,
    "terms": [
      {
        "term": "1172",
        "count": 29,
        "sections": 1,
        "gpa": 3.8620689655172415
      },
      {
        "term": "1192",
        "count": 29,
        "sections": 1,
        "gpa": 3.6724137931034484
      }
    ]
  },
  {
    "uid": "instructor_65e3c68ff7382d5a3dbcf15e",
    "name": "ROSS TREDINNICK",
    "count": 43,
    "terms": [
      {
        "term": "1204",
        "count": 43,
        "sections": 1,
        "gpa": 3.7093023255813953
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.7076793743173337

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 69.32438952737053   |
| AB    | 14.811918252944206  |
| B     | 10.562636163271712  |
| BC    | 1.251978050262674   |
| C     | 3.243733415238321   |
| D     | 0.3233449909980754  |
| F     | 0.48199959991446445 |

### source Terms

* 1264
* 1254
* 1244
* 1234
* 1224

### source Count

476

### same Season

false

### historical Range

* 3.5543478260869557
* 3.8052631578947365
