# INTEGART 110: The Studio Seminar: Mapping Your Creative Practice | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/INTEGART_110)

## 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
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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

49c5ac8346442ff1311ab1f24eb9678a0fadf9a25f33b93ce22040f13c76ba16

### course id

INTEGART 110

### course uid

course\_7aa32de7126eef60a230ddfc

### catalog version id

6f4a7774d99020956451d547e1578df4ef2b6d32578d7fb1bbab63af9b18539a

### course number

110

### subjects

* INTEGART

### title

THE STUDIO SEMINAR: MAPPING YOUR CREATIVE PRACTICE

### description

Residents of The Studio: Creative Arts Community engage in an interdisciplinary hands-on approach to the creative arts and gain familiarity with the wide variety of arts disciplines on campus.

### requirements text

Member of The Studio: Creative Arts Community

### credits min

1

### credits max

1

### credit offering ids

* 1272:495:024818

### llm job id

enrich-03fec27af95860a0bfdd385b

### llm output id

c9cea4d7ba84bcbf856cb6a1abcbae2c6b1dcc52f027527831f8250711869152

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

This seminar maps creative practice through interdisciplinary hands-on engagement and exploration of campus arts disciplines.

### llm topics

* Creative practice mapping
* Campus arts disciplines

### llm skills

* Interdisciplinary hands-on creative arts approach
* Familiarity with campus arts disciplines

### llm assumed background

None recorded.

### llm search phrases

* The Studio Creative Arts Community
* interdisciplinary creative arts
* mapping creative practice
* arts disciplines campus

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

053769439fc973e1db16cd89bc7f7195b351db569e25970a3b9c7e270c87601b

#### course id

INTEGART 110

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_1d1084c2f0b61978dbfbe844",
    "message": "No course-specific reviews available",
    "name": "Darcy Padilla",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

A historical reviewer rated the difficulty as low, noting the class is pretty easy compared to the instructor's true art classes.

```json
{
  "citations": [
    {
      "instructor_name": "Faisal  Abdu'Allah",
      "review_date": "2020-12-06 20:34:05 +0000 UTC",
      "review_id": "0b57ad2512305e63aa007bdc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1979372",
      "source_review_id": "UmF0aW5nLTMzOTY1ODgx",
      "source_url": "https://www.ratemyprofessors.com/professor/1979372",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviewer Faisal Abdu'Allah describes the course as an easy, fun interdisciplinary learning community seminar where students are encouraged to experiment and step out of their comfort zones without judgment on skill.

```json
{
  "citations": [
    {
      "instructor_name": "Faisal  Abdu'Allah",
      "review_date": "2020-12-06 20:34:05 +0000 UTC",
      "review_id": "0b57ad2512305e63aa007bdc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1979372",
      "source_review_id": "UmF0aW5nLTMzOTY1ODgx",
      "source_url": "https://www.ratemyprofessors.com/professor/1979372",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews describe the course as an easy, fun interdisciplinary learning community seminar where students are encouraged to experiment without judgment on skill.

```json
{
  "citations": [
    {
      "instructor_name": "Faisal  Abdu'Allah",
      "review_date": "2020-12-06 20:34:05 +0000 UTC",
      "review_id": "0b57ad2512305e63aa007bdc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1979372",
      "source_review_id": "UmF0aW5nLTMzOTY1ODgx",
      "source_url": "https://www.ratemyprofessors.com/professor/1979372",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.79 GPA, 89.6% A/AB (n=48 letter grades); Fall 2024: 3.98 GPA, 100.0% A/AB (n=40 letter grades); Fall 2025: 3.97 GPA, 100.0% A/AB (n=46 letter grades).

```json
{
  "citations": [
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}
```

#### student experience

Historical reviews of Faisal  Abdu'Allah: Students found the experience fun and supportive, with an environment that encourages going out of comfort zones in an interdisciplinary setting.

```json
{
  "citations": [
    {
      "instructor_name": "Faisal  Abdu'Allah",
      "review_date": "2020-12-06 20:34:05 +0000 UTC",
      "review_id": "0b57ad2512305e63aa007bdc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1979372",
      "source_review_id": "UmF0aW5nLTMzOTY1ODgx",
      "source_url": "https://www.ratemyprofessors.com/professor/1979372",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

FAISAL ABDUALLAH is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Member of The Studio: Creative Arts Community",
    "course": null,
    "evidence": "Member of The Studio: Creative Arts Community",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name          | email                   | first\_observed\_at              | last\_observed\_at               | instructor\_url             |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------- | ----------------------- | -------------------------------- | -------------------------------- | --------------------------- |
| instructor\_1d1084c2f0b61978dbfbe844 | enrollment | dpadilla4              | netid           | source\_identified | Darcy Padilla | DARCY.PADILLA\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/DARCY\_PADILLA |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:495:024818",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1272",
    "source_course_id": "024818",
    "source_subject_id": "495",
    "title": "The Studio Seminar: Mapping Your Creative Practice",
    "credits_min": 1,
    "credits_max": 1,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:18819",
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    "source_section_id": "18819",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 64,
    "enrolled": 40,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
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    "name": "FAISAL ABDUALLAH",
    "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": {
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      "quality": 4.75,
      "difficulty": 2,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:1979372",
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      "bayesian_quality": 3.841404819622163,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "grade_statistics": {
      "gpa": 3.986,
      "graded": 832,
      "counts": [
        812,
        17,
        3,
        0,
        0,
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    "instructor_url": "/instructors/FAISAL_ABDUALLAH--instructor_57924c95e1dacba19290ee9e"
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  {
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    "source": "madgrades",
    "source_instructor_id": "984209",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARINA KELLY",
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    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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    "grade_statistics": {
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      "counts": [
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    "name": "HELEN LEE",
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      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.733,
      "graded": 542,
      "counts": [
        358,
        112,
        51,
        13,
        6,
        2,
        0
      ],
      "sections": 109
    },
    "instructor_url": "/instructors/HELEN_LEE--instructor_0e6b64d112fff53bced7d735"
  },
  {
    "instructor_uid": "instructor_98cec3f36f57037df3e982eb",
    "source": "madgrades",
    "source_instructor_id": "3374762",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN HITCHCOCK",
    "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": 3,
      "quality": 5,
      "difficulty": 3,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:1689110",
      "source_url": "https://www.ratemyprofessors.com/professor/1689110",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:31:30.103888+00:00",
      "courses": {
        "course_e511069d708bb55dc5a6f578": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.8345093769970395,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.927,
      "graded": 862,
      "counts": [
        767,
        81,
        10,
        0,
        2,
        0,
        2
      ],
      "sections": 213
    },
    "instructor_url": "/instructors/JOHN_HITCHCOCK--instructor_98cec3f36f57037df3e982eb"
  },
  {
    "instructor_uid": "instructor_1d1084c2f0b61978dbfbe844",
    "source": "enrollment",
    "source_instructor_id": "dpadilla4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Darcy Padilla",
    "email": "DARCY.PADILLA@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/DARCY_PADILLA"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Faisal Abdu'Allah",
      "MARINA KELLY"
    ],
    "a": 33,
    "ab": 8,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Faisal Abdu'Allah"
    ],
    "a": 44,
    "ab": 4,
    "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": 48,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Faisal Abdu'Allah"
    ],
    "a": 43,
    "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": 43,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Faisal Abdu'Allah"
    ],
    "a": 45,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 46,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Helen Lee"
    ],
    "a": 28,
    "ab": 4,
    "b": 2,
    "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": 35,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Helen Lee"
    ],
    "a": 42,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 46,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Helen Lee"
    ],
    "a": 37,
    "ab": 6,
    "b": 2,
    "bc": 2,
    "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": 48,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "John Hitchcock"
    ],
    "a": 38,
    "ab": 2,
    "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": 40,
    "source_aliases": [
      "INTEGART 110"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEGART 110",
    "course_uid": "course_7aa32de7126eef60a230ddfc",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Helen Lee"
    ],
    "a": 43,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 46,
    "source_aliases": [
      "INTEGART 110"
    ]
  }
]
```

### statistics

#### gpa

3.929

#### graded

394

#### counts

* 353
* 31
* 6
* 3
* 1
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7aa32de7126eef60a230ddfc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7aa32de7126eef60a230ddfc-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7aa32de7126eef60a230ddfc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7aa32de7126eef60a230ddfc-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_7aa32de7126eef60a230ddfc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_7aa32de7126eef60a230ddfc-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_7aa32de7126eef60a230ddfc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_7aa32de7126eef60a230ddfc-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7aa32de7126eef60a230ddfc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7aa32de7126eef60a230ddfc-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.9289340101522843

#### count

394

#### university

##### size

3463

##### gpa Percentile

79

##### count Percentile

76

##### median Count

142

##### 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 | 4     | false   |
| 2.8–3.2 | 231   | false   |
| 3.2–3.6 | 889   | false   |
| 3.6–4.0 | 2338  | true    |

#### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

### terms

#### 1182

##### term

1182

##### gpa

3.880952380952381

##### count

42

##### university

###### size

1025

###### gpa Percentile

87

###### count Percentile

22

###### median Count

69

###### histogram

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

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1192

##### term

1192

##### gpa

3.9583333333333335

##### count

48

##### university

###### size

1077

###### gpa Percentile

92

###### count Percentile

32

###### median Count

67

###### histogram

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

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1202

##### term

1202

##### gpa

4

##### count

43

##### university

###### size

1102

###### gpa Percentile

96

###### count Percentile

26

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1212

##### term

1212

##### gpa

3.989130434782609

##### count

46

##### university

###### size

1111

###### gpa Percentile

96

###### count Percentile

29

###### 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

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1222

##### term

1222

##### gpa

3.842857142857143

##### count

35

##### university

###### size

1157

###### gpa Percentile

77

###### count Percentile

12

###### median Count

64

###### histogram

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

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1232

##### term

1232

##### gpa

3.9456521739130435

##### count

46

##### university

###### size

1216

###### gpa Percentile

88

###### count Percentile

30

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1242

##### term

1242

##### gpa

3.7916666666666665

##### count

48

##### university

###### size

1295

###### gpa Percentile

67

###### count Percentile

35

###### median Count

67

###### histogram

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

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1252

##### term

1252

##### gpa

3.975

##### count

40

##### university

###### size

1333

###### gpa Percentile

93

###### count Percentile

21

###### median Count

69

###### histogram

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

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

#### 1262

##### term

1262

##### gpa

3.967391304347826

##### count

46

##### university

###### size

1320

###### gpa Percentile

90

###### count Percentile

28

###### median Count

70

###### histogram

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

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEGART |            |

### benchmarks

#### all

##### school

###### size

3463

###### gpa

3.681523063070844

###### top Share

83.28053943303662

###### count

142

#### terms

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_57924c95e1dacba19290ee9e",
    "name": "FAISAL ABDUALLAH",
    "count": 179,
    "terms": [
      {
        "term": "1182",
        "count": 42,
        "sections": 1,
        "gpa": 3.880952380952381
      },
      {
        "term": "1192",
        "count": 48,
        "sections": 1,
        "gpa": 3.9583333333333335
      },
      {
        "term": "1202",
        "count": 43,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1212",
        "count": 46,
        "sections": 1,
        "gpa": 3.989130434782609
      }
    ]
  },
  {
    "uid": "instructor_0e6b64d112fff53bced7d735",
    "name": "HELEN LEE",
    "count": 175,
    "terms": [
      {
        "term": "1222",
        "count": 35,
        "sections": 1,
        "gpa": 3.842857142857143
      },
      {
        "term": "1232",
        "count": 46,
        "sections": 1,
        "gpa": 3.9456521739130435
      },
      {
        "term": "1242",
        "count": 48,
        "sections": 1,
        "gpa": 3.7916666666666665
      },
      {
        "term": "1262",
        "count": 46,
        "sections": 1,
        "gpa": 3.967391304347826
      }
    ]
  },
  {
    "uid": "instructor_f46a24a601f60e76607a0e0f",
    "name": "MARINA KELLY",
    "count": 42,
    "terms": [
      {
        "term": "1182",
        "count": 42,
        "sections": 1,
        "gpa": 3.880952380952381
      }
    ]
  },
  {
    "uid": "instructor_98cec3f36f57037df3e982eb",
    "name": "JOHN HITCHCOCK",
    "count": 40,
    "terms": [
      {
        "term": "1252",
        "count": 40,
        "sections": 1,
        "gpa": 3.975
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.76

#### upper

4

#### coverage

80

#### terms

4

### gpa

3.91726147363525

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 88.74566286585407   |
| AB    | 7.895648626356571   |
| B     | 1.820645399065613   |
| BC    | 1.1414065864327645  |
| C     | 0.39663652229097257 |
| D     | 0                   |
| F     | 0                   |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

215

### same Season

true

### historical Range

* 3.7916666666666665
* 3.9749999999999996

### backtest

#### terms

4

#### gpa Error

0.07623866383256306

#### mix Error

7.346951885279903
