# DS 223: Interior Architectural Design | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/DS_223)

## 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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* 1262
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* 1242
* 1234
* 1232
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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

7d6c3f3244f77d2e3a76be40c9c4e629463466375c982d3819e846927b4e3a17

### course id

DS 223

### course uid

course\_3590036b3d6a16f17b344222

### catalog version id

9691fe5b5f250b32129746ecb836d7dbc3183125d8aa42ac11808fd316951dfc

### course number

223

### subjects

* DS

### title

INTERIOR ARCHITECTURAL DESIGN

### description

Building components, construction, interpretation of working drawing, and the process of project development.

### requirements text

DS 222

### credits min

3

### credits max

3

### credit offering ids

* 1272:359:007171

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

19d2226acf0a933743df0cf36458613b3ed6d2799b0e091e831749974a5db0a3

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Interior Architectural Design covers building components, construction, working drawings, and project development.

### llm topics

* Building components and construction.
* Working drawings.
* Project development.

### llm skills

* Interpretation of working drawings and building construction.
* Project development process.

### llm assumed background

* Fundamentals of spatial design, space planning, and material selection.

### llm search phrases

* interior architectural design
* DS 223
* interior design studio
* spatial environment design

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

0722d4ba22a6de3977c955b67f94235463e5c1ad2f710eb57ac6cab6198bf892

#### course id

DS 223

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_efec74978f8e86f356b9b72e",
    "message": "No course-specific reviews available",
    "name": "Mengni Zhang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "DS 223",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
            "source_record": {
              "entity_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "DS 223",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
            "source_record": {
              "entity_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "DS 223",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
            "source_record": {
              "entity_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.97 GPA, 100.0% A/AB (n=32 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=32 letter grades); Fall 2025: 3.95 GPA, 100.0% A/AB (n=31 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2023: 3.97 GPA, 100.0% A/AB (n=32 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=32 letter grades); Fall 2025: 3.95 GPA, 100.0% A/AB (n=31 letter grades).

```json
{
  "citations": [
    {
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      "source_record": {
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      },
      "table": "grades_latest",
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

MENGNI ZHANG is recorded teaching in Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "DS 223",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
      "source_record": {
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      },
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      "section_number": 1,
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      },
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
      "source_record": {
        "entity_id": "d30ea707-5c26-3c63-b69d-2c631ef66db5",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 222,
      "minimum_grade": null,
      "subjects": [
        "DS"
      ],
      "timing": "prior"
    },
    "evidence": "DS 222",
    "id": "n0",
    "kind": "course"
  }
]
```

#### 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\_efec74978f8e86f356b9b72e | enrollment | mzhang574              | netid           | source\_identified | Mengni Zhang | MZHANG574\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MENGNI\_ZHANG |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:359:007171",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1272",
    "source_course_id": "007171",
    "source_subject_id": "359",
    "title": "Interior Architectural Design",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:12454",
    "term_id": "1272",
    "source_section_id": "12454",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 31,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_249b3fa4b9c7cc5079ca8bdd",
    "source": "madgrades",
    "source_instructor_id": "3574865",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CLAYTON CARTLAND",
    "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": 3.416,
      "graded": 310,
      "counts": [
        91,
        105,
        90,
        19,
        5,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/CLAYTON_CARTLAND--instructor_249b3fa4b9c7cc5079ca8bdd"
  },
  {
    "instructor_uid": "instructor_fa12b0a6ad6d2f1576ef4043",
    "source": "madgrades",
    "source_instructor_id": "3573624",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARK NELSON",
    "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": 2.5,
      "difficulty": 3.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:1714603",
      "source_url": "https://www.ratemyprofessors.com/professor/1714603",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:37.193778+00:00",
      "courses": {
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          "review_count": 2,
          "quality": 2.5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.466404819622163,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "grade_statistics": {
      "gpa": 3.567,
      "graded": 506,
      "counts": [
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        184,
        54,
        16,
        16,
        3,
        2
      ],
      "sections": 56
    },
    "instructor_url": "/instructors/MARK_NELSON--instructor_fa12b0a6ad6d2f1576ef4043"
  },
  {
    "instructor_uid": "instructor_6d8b09322c297b9f1813a028",
    "source": "madgrades",
    "source_instructor_id": "6317591",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NASTARAN SHISHEGAR",
    "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": 3.773,
      "graded": 33,
      "counts": [
        22,
        7,
        4,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/NASTARAN_SHISHEGAR"
  },
  {
    "instructor_uid": "instructor_8f767242253e2c67e725b6e5",
    "source": "madgrades",
    "source_instructor_id": "598886",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JENNIFER MEYERS",
    "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": 3.656,
      "graded": 409,
      "counts": [
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      ],
      "sections": 15
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  },
  {
    "instructor_uid": "instructor_d2350730130ae8c214c4de00",
    "source": "madgrades",
    "source_instructor_id": "1556005",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BROOKE GODFREY",
    "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": 8,
      "quality": 4.5,
      "difficulty": 3,
      "quality_count": 8,
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      "profile_id": "rmp:1383442",
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      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:50:53.827183+00:00",
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        "course_3e9352ebac5f44810b182d3c": {
          "review_count": 4,
          "quality": 4.25,
          "difficulty": 3.25,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_7615a54b1c61bff70fa11aca": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8997755596761396,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.706,
      "graded": 1326,
      "counts": [
        951,
        173,
        109,
        42,
        34,
        4,
        13
      ],
      "sections": 54
    },
    "instructor_url": "/instructors/BROOKE_GODFREY--instructor_d2350730130ae8c214c4de00"
  },
  {
    "instructor_uid": "instructor_b58eed65171f46a89acac2d4",
    "source": "madgrades",
    "source_instructor_id": "6587135",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MENGNI ZHANG",
    "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": 3.939,
      "graded": 278,
      "counts": [
        249,
        26,
        1,
        2,
        0,
        0,
        0
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/MENGNI_ZHANG--instructor_b58eed65171f46a89acac2d4"
  },
  {
    "instructor_uid": "instructor_efec74978f8e86f356b9b72e",
    "source": "enrollment",
    "source_instructor_id": "mzhang574",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mengni Zhang",
    "email": "MZHANG574@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/MENGNI_ZHANG"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 4,
    "ab": 14,
    "b": 13,
    "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": 31,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 7,
    "ab": 12,
    "b": 11,
    "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": 31,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 9,
    "ab": 13,
    "b": 10,
    "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": 32,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 14,
    "ab": 14,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 6,
    "ab": 6,
    "b": 11,
    "bc": 3,
    "c": 4,
    "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": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 8,
    "ab": 9,
    "b": 5,
    "bc": 3,
    "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": 25,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 5,
    "ab": 5,
    "b": 7,
    "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": 22,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 13,
    "ab": 8,
    "b": 6,
    "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": 27,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 7,
    "ab": 9,
    "b": 6,
    "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": 24,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 8,
    "ab": 5,
    "b": 9,
    "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": 24,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "CLAYTON CARTLAND"
    ],
    "a": 10,
    "ab": 10,
    "b": 9,
    "bc": 4,
    "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": 33,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "MARK NELSON"
    ],
    "a": 4,
    "ab": 18,
    "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": 27,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "MARK NELSON"
    ],
    "a": 9,
    "ab": 15,
    "b": 4,
    "bc": 3,
    "c": 4,
    "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": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "MARK NELSON"
    ],
    "a": 12,
    "ab": 22,
    "b": 1,
    "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": 36,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "NASTARAN SHISHEGAR"
    ],
    "a": 22,
    "ab": 7,
    "b": 4,
    "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": 33,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "JENNIFER MEYERS"
    ],
    "a": 15,
    "ab": 13,
    "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": 1,
    "total": 31,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Brooke Godfrey"
    ],
    "a": 24,
    "ab": 1,
    "b": 4,
    "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": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Mengni Zhang"
    ],
    "a": 30,
    "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": 32,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Mengni Zhang"
    ],
    "a": 32,
    "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": 32,
    "source_aliases": [
      "DS 223"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "DS 223",
    "course_uid": "course_3590036b3d6a16f17b344222",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Mengni Zhang"
    ],
    "a": 28,
    "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": 31,
    "source_aliases": [
      "DS 223"
    ]
  }
]
```

### statistics

#### gpa

3.57

#### graded

595

#### counts

* 267
* 186
* 109
* 24
* 9
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3590036b3d6a16f17b344222-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3590036b3d6a16f17b344222-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3590036b3d6a16f17b344222-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3590036b3d6a16f17b344222-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_3590036b3d6a16f17b344222-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3590036b3d6a16f17b344222-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3590036b3d6a16f17b344222-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3590036b3d6a16f17b344222-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.569747899159664

#### count

595

#### university

##### size

4146

##### gpa Percentile

34

##### count Percentile

77

##### median Count

193

##### 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 | 10    | false   |
| 2.8–3.2 | 326   | false   |
| 3.2–3.6 | 1185  | true    |
| 3.6–4.0 | 2625  | false   |

#### departments

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 42,
      "gpaPercentile": 29,
      "countPercentile": 93,
      "medianCount": 228,
      "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": 14,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 28,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.3548387096774195

##### count

31

##### university

###### size

723

###### gpa Percentile

52

###### count Percentile

3

###### 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 | 62    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | true    |
| 3.6–4.0 | 180   | false   |

##### departments

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

#### 1082

##### term

1082

##### gpa

3.403225806451613

##### count

31

##### university

###### size

723

###### gpa Percentile

56

###### count Percentile

4

###### 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 | 51    | false   |
| 2.8–3.2 | 202   | false   |
| 3.2–3.6 | 265   | true    |
| 3.6–4.0 | 204   | false   |

##### departments

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

#### 1092

##### term

1092

##### gpa

3.484375

##### count

32

##### university

###### size

732

###### gpa Percentile

62

###### count Percentile

4

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | false   |
| 3.2–3.6 | 271   | true    |
| 3.6–4.0 | 211   | false   |

##### departments

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

#### 1102

##### term

1102

##### gpa

3.6774193548387095

##### count

31

##### university

###### size

774

###### gpa Percentile

77

###### count Percentile

3

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | false   |
| 3.6–4.0 | 235   | true    |

##### departments

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

#### 1112

##### term

1112

##### gpa

3.1166666666666667

##### count

30

##### university

###### size

805

###### gpa Percentile

25

###### count Percentile

0

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 218   | true    |
| 3.2–3.6 | 316   | false   |
| 3.6–4.0 | 225   | false   |

##### departments

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

#### 1122

##### term

1122

##### gpa

3.44

##### count

25

##### departments

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

#### 1132

##### term

1132

##### gpa

3.2045454545454546

##### count

22

##### departments

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

#### 1142

##### term

1142

##### gpa

3.6296296296296298

##### count

27

##### departments

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

#### 1152

##### term

1152

##### gpa

3.4375

##### count

24

##### departments

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

#### 1162

##### term

1162

##### gpa

3.3958333333333335

##### count

24

##### departments

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

#### 1172

##### term

1172

##### gpa

3.393939393939394

##### count

33

##### university

###### size

991

###### gpa Percentile

42

###### count Percentile

7

###### median Count

67

###### histogram

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

##### departments

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

#### 1182

##### term

1182

##### gpa

3.462962962962963

##### count

27

##### departments

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

#### 1192

##### term

1192

##### gpa

3.3142857142857145

##### count

35

##### university

###### size

1077

###### gpa Percentile

31

###### count Percentile

9

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 13,
      "gpaPercentile": 0,
      "countPercentile": 8,
      "medianCount": 37,
      "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": true
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.625

##### count

36

##### university

###### size

1102

###### gpa Percentile

57

###### count Percentile

14

###### median Count

68

###### histogram

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

##### departments

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 15,
      "gpaPercentile": 36,
      "countPercentile": 43,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.772727272727273

##### count

33

##### university

###### size

1111

###### gpa Percentile

65

###### count Percentile

7

###### 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": "DS",
    "comparison": {
      "size": 12,
      "gpaPercentile": 45,
      "countPercentile": 18,
      "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
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.716666666666667

##### count

30

##### university

###### size

1157

###### gpa Percentile

60

###### count Percentile

0

###### 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

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 12,
      "gpaPercentile": 64,
      "countPercentile": 0,
      "medianCount": 40.5,
      "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": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.8448275862068964

##### count

29

##### departments

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

#### 1242

##### term

1242

##### gpa

3.96875

##### count

32

##### university

###### size

1295

###### gpa Percentile

92

###### count Percentile

7

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 14,
      "gpaPercentile": 85,
      "countPercentile": 8,
      "medianCount": 34,
      "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
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

4

##### count

32

##### university

###### size

1333

###### gpa Percentile

96

###### count Percentile

5

###### 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

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 15,
      "gpaPercentile": 86,
      "countPercentile": 21,
      "medianCount": 34,
      "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": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.9516129032258065

##### count

31

##### university

###### size

1320

###### gpa Percentile

88

###### count Percentile

3

###### median Count

70

###### histogram

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

##### departments

```json
[
  {
    "subject": "DS",
    "comparison": {
      "size": 16,
      "gpaPercentile": 87,
      "countPercentile": 13,
      "medianCount": 35,
      "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": 15,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4146

###### gpa

3.655576857310451

###### top Share

81.61127984016484

###### count

193

##### DS

###### size

42

###### gpa

3.6999552776668865

###### top Share

84.90935025471468

###### count

228

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### DS

###### size

11

###### gpa

3.6728726403334844

###### top Share

82.65322902004556

###### count

38

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### DS

###### size

13

###### gpa

3.648509685550376

###### top Share

81.82278724694115

###### count

37

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### DS

###### size

15

###### gpa

3.6646702742916895

###### top Share

85.74158978455371

###### count

36

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### DS

###### size

12

###### gpa

3.784992260200742

###### top Share

90.38777055679854

###### count

39.5

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### DS

###### size

12

###### gpa

3.6331242946101185

###### top Share

83.46446070919158

###### count

40.5

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### DS

###### size

11

###### gpa

3.7551425596820334

###### top Share

88.13990152148047

###### count

45

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### DS

###### size

14

###### gpa

3.867870759457944

###### top Share

95.13807967559639

###### count

34

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### DS

###### size

15

###### gpa

3.8294156923925837

###### top Share

91.72424128616156

###### count

34

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### DS

###### size

16

###### gpa

3.8204789402191395

###### top Share

90.8177094763585

###### count

35

## instructor Trends

```json
[
  {
    "uid": "instructor_249b3fa4b9c7cc5079ca8bdd",
    "name": "CLAYTON CARTLAND",
    "count": 310,
    "terms": [
      {
        "term": "1072",
        "count": 31,
        "sections": 1,
        "gpa": 3.3548387096774195
      },
      {
        "term": "1082",
        "count": 31,
        "sections": 1,
        "gpa": 3.403225806451613
      },
      {
        "term": "1092",
        "count": 32,
        "sections": 1,
        "gpa": 3.484375
      },
      {
        "term": "1102",
        "count": 31,
        "sections": 1,
        "gpa": 3.6774193548387095
      },
      {
        "term": "1112",
        "count": 30,
        "sections": 1,
        "gpa": 3.1166666666666667
      },
      {
        "term": "1122",
        "count": 25,
        "sections": 1,
        "gpa": 3.44
      },
      {
        "term": "1132",
        "count": 22,
        "sections": 1,
        "gpa": 3.2045454545454546
      },
      {
        "term": "1142",
        "count": 27,
        "sections": 1,
        "gpa": 3.6296296296296298
      },
      {
        "term": "1152",
        "count": 24,
        "sections": 1,
        "gpa": 3.4375
      },
      {
        "term": "1162",
        "count": 24,
        "sections": 1,
        "gpa": 3.3958333333333335
      },
      {
        "term": "1172",
        "count": 33,
        "sections": 1,
        "gpa": 3.393939393939394
      }
    ]
  },
  {
    "uid": "instructor_fa12b0a6ad6d2f1576ef4043",
    "name": "MARK NELSON",
    "count": 98,
    "terms": [
      {
        "term": "1182",
        "count": 27,
        "sections": 1,
        "gpa": 3.462962962962963
      },
      {
        "term": "1192",
        "count": 35,
        "sections": 1,
        "gpa": 3.3142857142857145
      },
      {
        "term": "1202",
        "count": 36,
        "sections": 1,
        "gpa": 3.625
      }
    ]
  },
  {
    "uid": "instructor_b58eed65171f46a89acac2d4",
    "name": "MENGNI ZHANG",
    "count": 95,
    "terms": [
      {
        "term": "1242",
        "count": 32,
        "sections": 1,
        "gpa": 3.96875
      },
      {
        "term": "1252",
        "count": 32,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 31,
        "sections": 1,
        "gpa": 3.9516129032258065
      }
    ]
  },
  {
    "uid": "instructor_6d8b09322c297b9f1813a028",
    "name": "NASTARAN SHISHEGAR",
    "count": 33,
    "terms": [
      {
        "term": "1212",
        "count": 33,
        "sections": 1,
        "gpa": 3.772727272727273
      }
    ]
  },
  {
    "uid": "instructor_8f767242253e2c67e725b6e5",
    "name": "JENNIFER MEYERS",
    "count": 30,
    "terms": [
      {
        "term": "1222",
        "count": 30,
        "sections": 1,
        "gpa": 3.716666666666667
      }
    ]
  },
  {
    "uid": "instructor_d2350730130ae8c214c4de00",
    "name": "BROOKE GODFREY",
    "count": 29,
    "terms": [
      {
        "term": "1232",
        "count": 29,
        "sections": 1,
        "gpa": 3.8448275862068964
      }
    ]
  }
]
```

## following

None recorded.
