# GENBUS 790: Consulting Project Capstone | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/GENBUS_790)

## 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

cd527de0c99c11553fb843f336aaec9620652a88eece1c7022c157455a2487e5

### course id

GENBUS 790

### course uid

course\_35e461687326974a8b5727b5

### catalog version id

f70063a484a6252f4d5a51b9725c281a19df32733c6504073fee1ccbdb8de53d

### course number

790

### subjects

* GENBUS

### title

CONSULTING PROJECT CAPSTONE

### description

Provides an opportunity to bring together all material learned throughout the program and synthesize it through an applied consulting project. Explore and apply concepts to a future career through: identifying and understanding the business challenge, applying analytic methods to discover insight(s) to answer the business challenge, developing recommendations based on the findings, and communicating those findings and recommendation(s).

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

29471ca04f7eb458a1e036d7b332e04e539020c50b05e3262b0adf1518c7dd90

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

A capstone course where students synthesize program material through an applied consulting project involving business challenge analysis, analytics, and communication.

### llm topics

* Business challenge identification
* Analytic methods and insight discovery
* Recommendation development
* Communication of findings

### llm skills

* Identifying and understanding business challenges
* Applying analytic methods to discover insights
* Developing recommendations based on findings
* Communicating findings and recommendations

### llm assumed background

None recorded.

### llm search phrases

* business consulting capstone
* applied business analytics project
* graduate business synthesis project
* business challenge analysis
* consulting recommendations communication

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

666f490c6c4d04f8e91a029b3ebbdbc2947a9354dd1bf2849e16e332a17f5fb2

#### course id

GENBUS 790

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2024: 3.78 GPA, 88.6% A/AB (n=114 letter grades); Spring 2025: 3.79 GPA, 89.9% A/AB (n=99 letter grades); Spring 2026: 3.81 GPA, 92.2% A/AB (n=77 letter grades).

```json
{
  "citations": [
    {
      "course_id": "GENBUS 790",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c9f894ed-7524-3b80-8300-2db23f07991a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "GENBUS 790",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c9f894ed-7524-3b80-8300-2db23f07991a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "GENBUS 790",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "c9f894ed-7524-3b80-8300-2db23f07991a",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### 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
[
  {
    "instructor_uid": "instructor_c2223f06709ea82195bd71e7",
    "source": "madgrades",
    "source_instructor_id": "3039276",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARY KATHRYN MALONE",
    "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": 3.693,
      "graded": 1337,
      "counts": [
        705,
        485,
        124,
        13,
        6,
        3,
        1
      ],
      "sections": 32
    },
    "instructor_url": "/instructors/MARY_KATHRYN_MALONE--instructor_c2223f06709ea82195bd71e7"
  },
  {
    "instructor_uid": "instructor_1c241ab83c8bca8831d4c79a",
    "source": "madgrades",
    "source_instructor_id": "6372756",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUNGEUN LIM",
    "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": 3.692,
      "graded": 650,
      "counts": [
        341,
        236,
        60,
        8,
        5,
        0,
        0
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/JUNGEUN_LIM"
  },
  {
    "instructor_uid": "instructor_463be485240662ca7bfbde29",
    "source": "madgrades",
    "source_instructor_id": "6400411",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PETER COMMONS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 2.25,
      "difficulty": 3.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2793784",
      "source_url": "https://www.ratemyprofessors.com/professor/2793784",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:07.215484+00:00",
      "courses": {
        "course_384e1df5801ad031fc0f7908": {
          "review_count": 4,
          "quality": 2.25,
          "difficulty": 3.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.4247381529554963,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.701,
      "graded": 1333,
      "counts": [
        759,
        409,
        132,
        19,
        10,
        2,
        2
      ],
      "sections": 33
    },
    "instructor_url": "/instructors/PETER_COMMONS--instructor_463be485240662ca7bfbde29"
  },
  {
    "instructor_uid": "instructor_86042aa8ed3db3a0ba647891",
    "source": "madgrades",
    "source_instructor_id": "4276743",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAKE DEAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 6,
      "quality": 2.5,
      "difficulty": 2.5,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:2598903",
      "source_url": "https://www.ratemyprofessors.com/professor/2598903",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:34:58.828910+00:00",
      "courses": {},
      "bayesian_quality": 3.392065987343535,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.71,
      "graded": 761,
      "counts": [
        480,
        169,
        81,
        17,
        12,
        2,
        0
      ],
      "sections": 40
    },
    "instructor_url": "/instructors/JAKE_DEAN--instructor_86042aa8ed3db3a0ba647891"
  },
  {
    "instructor_uid": "instructor_9bf394ff8b56153877e7f4f2",
    "source": "madgrades",
    "source_instructor_id": "5300878",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SRINIKETH VIJAYARAGHAVAN",
    "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": 3.787,
      "graded": 321,
      "counts": [
        239,
        43,
        30,
        6,
        2,
        0,
        1
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/SRINIKETH_VIJAYARAGHAVAN--instructor_9bf394ff8b56153877e7f4f2"
  },
  {
    "instructor_uid": "instructor_2353e5f3c379fa0ddf926964",
    "source": "madgrades",
    "source_instructor_id": "6238991",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANDREW GROSS",
    "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": 3.824,
      "graded": 94,
      "counts": [
        65,
        25,
        4,
        0,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/ANDREW_GROSS--instructor_2353e5f3c379fa0ddf926964"
  },
  {
    "instructor_uid": "instructor_6c3a11aefdd4198fe90ee7d7",
    "source": "madgrades",
    "source_instructor_id": "6587386",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAY PAGE",
    "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": 3.912,
      "graded": 238,
      "counts": [
        212,
        18,
        5,
        2,
        0,
        0,
        1
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/JAY_PAGE--instructor_6c3a11aefdd4198fe90ee7d7"
  },
  {
    "instructor_uid": "instructor_92d3010ba97c608333cb743e",
    "source": "madgrades",
    "source_instructor_id": "6468700",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RISHABH LAKHOTIA",
    "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": 3.712,
      "graded": 153,
      "counts": [
        104,
        31,
        10,
        3,
        2,
        2,
        1
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/RISHABH_LAKHOTIA--instructor_92d3010ba97c608333cb743e"
  },
  {
    "instructor_uid": "instructor_a30650566b5b8475000ffcd4",
    "source": "madgrades",
    "source_instructor_id": "6362812",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YOHEI NISHIMURA",
    "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": 3.607,
      "graded": 122,
      "counts": [
        58,
        33,
        30,
        1,
        0,
        0,
        0
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/YOHEI_NISHIMURA--instructor_a30650566b5b8475000ffcd4"
  },
  {
    "instructor_uid": "instructor_bf5ea623fdce611932efe09a",
    "source": "madgrades",
    "source_instructor_id": "6554572",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHAITANYASUMA JAIN",
    "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": 3.448,
      "graded": 29,
      "counts": [
        6,
        15,
        7,
        1,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/CHAITANYASUMA_JAIN--instructor_bf5ea623fdce611932efe09a"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "GENBUS 790",
    "course_uid": "course_35e461687326974a8b5727b5",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Mary Kathryn Malone"
    ],
    "a": 17,
    "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": 17,
    "source_aliases": [
      "GENBUS 790"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "GENBUS 790",
    "course_uid": "course_35e461687326974a8b5727b5",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "JUNGEUN LIM",
      "Jake Dean",
      "Mary Kathryn Malone",
      "Peter Commons",
      "SRINIKETH VIJAYARAGHAVAN"
    ],
    "a": 86,
    "ab": 11,
    "b": 5,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 103,
    "source_aliases": [
      "GENBUS 790"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "GENBUS 790",
    "course_uid": "course_35e461687326974a8b5727b5",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "ANDREW GROSS",
      "Mary Kathryn Malone"
    ],
    "a": 7,
    "ab": 20,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "GENBUS 790"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "GENBUS 790",
    "course_uid": "course_35e461687326974a8b5727b5",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "ANDREW GROSS",
      "CHAITANYASUMA JAIN",
      "JAY PAGE",
      "Jake Dean",
      "Mary Kathryn Malone",
      "Peter Commons",
      "RISHABH LAKHOTIA",
      "YOHEI NISHIMURA"
    ],
    "a": 77,
    "ab": 24,
    "b": 12,
    "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": 114,
    "source_aliases": [
      "GENBUS 790"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "GENBUS 790",
    "course_uid": "course_35e461687326974a8b5727b5",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "JAY PAGE",
      "Peter Commons",
      "YOHEI NISHIMURA"
    ],
    "a": 73,
    "ab": 16,
    "b": 5,
    "bc": 4,
    "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": 99,
    "source_aliases": [
      "GENBUS 790"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "GENBUS 790",
    "course_uid": "course_35e461687326974a8b5727b5",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "JAY PAGE",
      "Peter Commons"
    ],
    "a": 61,
    "ab": 10,
    "b": 4,
    "bc": 1,
    "c": 0,
    "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": 77,
    "source_aliases": [
      "GENBUS 790"
    ]
  }
]
```

### statistics

#### gpa

3.803

#### graded

440

#### counts

* 321
* 81
* 29
* 6
* 2
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_35e461687326974a8b5727b5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_35e461687326974a8b5727b5-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_35e461687326974a8b5727b5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_35e461687326974a8b5727b5-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_35e461687326974a8b5727b5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_35e461687326974a8b5727b5-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8034090909090907

#### count

440

#### university

##### size

3627

##### gpa Percentile

58

##### count Percentile

87

##### median Count

103

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 244   | false   |
| 3.2–3.6 | 922   | false   |
| 3.6–4.0 | 2447  | true    |

#### departments

```json
[
  {
    "subject": "GENBUS",
    "comparison": {
      "size": 46,
      "gpaPercentile": 60,
      "countPercentile": 82,
      "medianCount": 219.5,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 36,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1232

##### term

1232

##### gpa

4

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| GENBUS  |            |

#### 1234

##### term

1234

##### gpa

3.878640776699029

##### count

103

##### university

###### size

1188

###### gpa Percentile

78

###### 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 | 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": "GENBUS",
    "comparison": {
      "size": 17,
      "gpaPercentile": 81,
      "countPercentile": 50,
      "medianCount": 103,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.566666666666667

##### count

30

##### university

###### size

1295

###### gpa Percentile

40

###### count Percentile

0

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "GENBUS",
    "comparison": {
      "size": 17,
      "gpaPercentile": 38,
      "countPercentile": 0,
      "medianCount": 165,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.776315789473684

##### count

114

##### university

###### size

1241

###### gpa Percentile

65

###### count Percentile

75

###### 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": "GENBUS",
    "comparison": {
      "size": 19,
      "gpaPercentile": 67,
      "countPercentile": 61,
      "medianCount": 100,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.787878787878788

##### count

99

##### university

###### size

1289

###### gpa Percentile

65

###### count Percentile

71

###### 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": "GENBUS",
    "comparison": {
      "size": 28,
      "gpaPercentile": 59,
      "countPercentile": 67,
      "medianCount": 83,
      "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": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.811688311688312

##### count

77

##### university

###### size

1283

###### gpa Percentile

65

###### count Percentile

56

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "GENBUS",
    "comparison": {
      "size": 30,
      "gpaPercentile": 76,
      "countPercentile": 41,
      "medianCount": 79,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3627

###### gpa

3.682224134419885

###### top Share

83.33261061683146

###### count

103

##### GENBUS

###### size

46

###### gpa

3.7015861820028437

###### top Share

84.61058865298986

###### count

219.5

#### terms

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### GENBUS

###### size

14

###### gpa

3.514889967225248

###### top Share

75.15171041645179

###### count

213.5

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### GENBUS

###### size

17

###### gpa

3.5936021095838138

###### top Share

77.59651261160623

###### count

103

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### GENBUS

###### size

17

###### gpa

3.5660961080678772

###### top Share

79.49715725336021

###### count

165

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### GENBUS

###### size

19

###### gpa

3.534713725247456

###### top Share

74.84471631838613

###### count

100

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### GENBUS

###### size

28

###### gpa

3.642800867856554

###### top Share

80.80715279553331

###### count

83

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### GENBUS

###### size

30

###### gpa

3.6817668874579623

###### top Share

83.39332566820664

###### count

79

## instructor Trends

```json
[
  {
    "uid": "instructor_6c3a11aefdd4198fe90ee7d7",
    "name": "JAY PAGE",
    "count": 189,
    "terms": [
      {
        "term": "1244",
        "count": 62,
        "sections": 2,
        "gpa": 3.9516129032258065
      },
      {
        "term": "1254",
        "count": 76,
        "sections": 3,
        "gpa": 3.8815789473684212
      },
      {
        "term": "1264",
        "count": 51,
        "sections": 2,
        "gpa": 3.8529411764705883
      }
    ]
  },
  {
    "uid": "instructor_c2223f06709ea82195bd71e7",
    "name": "MARY KATHRYN MALONE",
    "count": 139,
    "terms": [
      {
        "term": "1232",
        "count": 17,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1234",
        "count": 63,
        "sections": 2,
        "gpa": 3.8492063492063493
      },
      {
        "term": "1242",
        "count": 30,
        "sections": 1,
        "gpa": 3.566666666666667
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 1,
        "gpa": 3.4482758620689653
      }
    ]
  },
  {
    "uid": "instructor_463be485240662ca7bfbde29",
    "name": "PETER COMMONS",
    "count": 103,
    "terms": [
      {
        "term": "1234",
        "count": 31,
        "sections": 1,
        "gpa": 3.9193548387096775
      },
      {
        "term": "1244",
        "count": 23,
        "sections": 1,
        "gpa": 3.717391304347826
      },
      {
        "term": "1254",
        "count": 23,
        "sections": 1,
        "gpa": 3.4782608695652173
      },
      {
        "term": "1264",
        "count": 26,
        "sections": 1,
        "gpa": 3.730769230769231
      }
    ]
  },
  {
    "uid": "instructor_2353e5f3c379fa0ddf926964",
    "name": "ANDREW GROSS",
    "count": 64,
    "terms": [
      {
        "term": "1242",
        "count": 30,
        "sections": 1,
        "gpa": 3.566666666666667
      },
      {
        "term": "1244",
        "count": 34,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_a30650566b5b8475000ffcd4",
    "name": "YOHEI NISHIMURA",
    "count": 55,
    "terms": [
      {
        "term": "1244",
        "count": 28,
        "sections": 1,
        "gpa": 3.892857142857143
      },
      {
        "term": "1254",
        "count": 27,
        "sections": 1,
        "gpa": 3.814814814814815
      }
    ]
  },
  {
    "uid": "instructor_9bf394ff8b56153877e7f4f2",
    "name": "SRINIKETH VIJAYARAGHAVAN",
    "count": 36,
    "terms": [
      {
        "term": "1234",
        "count": 36,
        "sections": 1,
        "gpa": 3.8472222222222223
      }
    ]
  },
  {
    "uid": "instructor_bf5ea623fdce611932efe09a",
    "name": "CHAITANYASUMA JAIN",
    "count": 29,
    "terms": [
      {
        "term": "1244",
        "count": 29,
        "sections": 1,
        "gpa": 3.4482758620689653
      }
    ]
  },
  {
    "uid": "instructor_1c241ab83c8bca8831d4c79a",
    "name": "JUNGEUN LIM",
    "count": 27,
    "terms": [
      {
        "term": "1234",
        "count": 27,
        "sections": 1,
        "gpa": 3.8518518518518516
      }
    ]
  },
  {
    "uid": "instructor_92d3010ba97c608333cb743e",
    "name": "RISHABH LAKHOTIA",
    "count": 23,
    "terms": [
      {
        "term": "1244",
        "count": 23,
        "sections": 1,
        "gpa": 3.717391304347826
      }
    ]
  },
  {
    "uid": "instructor_86042aa8ed3db3a0ba647891",
    "name": "JAKE DEAN",
    "count": 9,
    "terms": [
      {
        "term": "1234",
        "count": 9,
        "sections": 1,
        "gpa": 3.9444444444444446
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.7432340396677732

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 61.836971646513724  |
| AB    | 28.92168156896368   |
| B     | 7.280153050143408   |
| BC    | 1.3146499483158975  |
| C     | 0.3112739340648052  |
| D     | 0                   |
| F     | 0.33526985199847653 |

### source Terms

* 1264
* 1254
* 1244
* 1242
* 1234

### source Count

423

### same Season

false

### historical Range

* 3.5666666666666664
* 3.878640776699029