# COMPSCI 400: Programming III | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/COMPSCI_400)

## 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

131e2e8f7550cbaaa13c18917a4038c46f2e90e3584f55c209edd985db32eb0f

### course id

COMPSCI 400

### course uid

course\_583cd0f265d9f29704ca13ea

### catalog version id

43e4ac44c433a5fa92e7475dbbb269e9ecdc09f5282ef3d13e63df8e293ade9e

### course number

400

### subjects

* COMPSCI

### title

PROGRAMMING III

### description

The third course in our programming fundamentals sequence. Covers balanced search trees, graphs, graph traversal algorithms, hash tables and sets, and complexity analysis and about classes of problems that require each data type. Involves design and implementation using high quality professional code, a medium sized program, that demonstrates knowledge and use of latest language features, tools, and conventions. Additional topics may include inheritance and polymorphism; anonymous inner classes, lambda functions, performance analysis to discover and optimize critical code blocks. Introduces industry standards for writing high-quality, maintainable code.

### requirements text

COMP SCI 300, graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals

### credits min

3

### credits max

3

### credit offering ids

* 1272:266:024798

### llm job id

enrich-ecd149b6a6e0877fce2f3d1c

### llm output id

1574308213f91d1cd4ea6708758270bd0bd0dd8601e27892df2b00772f13b305

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

COMPSCI 400 (Programming III) covers advanced data structures, algorithms, and professional software design practices.

### llm topics

* Balanced search trees, graphs, and hash tables.
* Advanced language features, inheritance, polymorphism, and performance optimization.

### llm skills

* Implementation and analysis of advanced data structures (trees, graphs, hash tables).
* Professional software design, implementation, and code quality standards.

### llm assumed background

* Object-oriented programming with classes, objects, and basic data structures (lists, stacks, queues).
* Foundational algorithms, complexity analysis, and recursion.

### llm search phrases

* data structures and algorithms
* object-oriented programming
* software engineering fundamentals
* COMPSCI 400 prerequisites

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

edfed58056688a0a1c86963bb7ed5b81ae8a38941aa340490203179163a77fa3

#### course id

COMPSCI 400

#### current instructors

```json
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  {
    "instructor_uid": "instructor_84c317fdbc932162addaf020",
    "message": null,
    "name": "Florian Heimerl",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2776309",
    "summary": [
      {
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          {
            "instructor_name": "Florian Heimerl",
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            "source_review_id": "UmF0aW5nLTMzNjAwNDMx",
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          },
          {
            "instructor_name": "Florian Heimerl",
            "review_date": "2021-11-18 05:03:45 +0000 UTC",
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          {
            "instructor_name": "Florian Heimerl",
            "review_date": "2022-12-14 20:56:46 +0000 UTC",
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            "type": "review"
          },
          {
            "instructor_name": "Florian Heimerl",
            "review_date": "2023-04-06 08:11:50 +0000 UTC",
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            "source_url": "https://www.ratemyprofessors.com/professor/2776309",
            "type": "review"
          }
        ],
        "text": "Florian Heimerl is described as a good lecturer but criticized for disorganization, including outdated syllabi, grading changes, and slow lectures. Reviewers report unresponsive support and chaotic group projects, with some calling him mediocre or the worst professor they have had."
      },
      {
        "citations": [
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            "instructor_name": "Florian Heimerl",
            "review_date": "2024-04-19 00:41:42 +0000 UTC",
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            "review_date": "2024-12-09 20:05:56 +0000 UTC",
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          {
            "instructor_name": "Florian Heimerl",
            "review_date": "2025-05-05 00:16:49 +0000 UTC",
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          {
            "instructor_name": "Florian Heimerl",
            "review_date": "2025-12-09 18:54:06 +0000 UTC",
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          {
            "instructor_name": "Florian Heimerl",
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          }
        ],
        "text": "Other reviewers praise Heimerl for clear, helpful explanations and accessibility, noting he makes the poorly structured course manageable. They highlight that while projects and TAs are flawed, his lectures are effective and he is generally nice and approachable."
      },
      {
        "citations": [
          {
            "course_id": "COMPSCI 400",
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            "table": "section_grades_latest",
            "term_id": "1254",
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            },
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          },
          {
            "course_id": "COMPSCI 400",
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            "table": "section_grades_latest",
            "term_id": "1262",
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          {
            "course_id": "COMPSCI 400",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
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            "source_record": {
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            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "COMPSCI 400",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
            "source_record": {
              "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "COMPSCI 400",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
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            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          },
          {
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
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            },
            "table": "section_grades_latest",
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            "type": "grade"
          },
          {
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            "section_number": 3,
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 3.30 GPA, 57.2% A/AB (n=327 letter grades); Fall 2025: 3.34 GPA, 63.1% A/AB (n=521 letter grades); Spring 2026: 3.42 GPA, 69.3% A/AB (n=475 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_3c20f585497c036ee0ded500",
    "message": "No course-specific reviews available",
    "name": "Shayne Wadle",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3156510",
    "summary": []
  }
]
```

#### difficulty workload

Workload varies significantly based on group partners, with projects ranging from minimal to excessive time commitments, while exams are generally considered manageable.

```json
{
  "citations": [
    {
      "instructor_name": "Florian Heimerl",
      "review_date": "2023-04-06 08:11:50 +0000 UTC",
      "review_id": "a6aba3726b2ef804c9862e5a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2776309",
      "source_review_id": "UmF0aW5nLTM3NTg5NDAy",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "type": "review"
    },
    {
      "instructor_name": "Florian Heimerl",
      "review_date": "2025-12-09 18:54:06 +0000 UTC",
      "review_id": "4d9bf6e4e84cfd87aa576a32",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2776309",
      "source_review_id": "UmF0aW5nLTQyMTIzNDkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Meenakshi Syamkumar and Ashley Samuelson receive high praise for clear explanations and responsiveness. Syamkumar’s lectures help students grasp difficult concepts, while Samuelson is noted for her teaching style and attention to student needs. Reviewers describe their classes as engaging and well-structured, contrasting with other historical instructors who received mixed feedback.

```json
{
  "citations": [
    {
      "instructor_name": "Meenakshi Syamkumar",
      "review_date": "2025-07-17 16:47:51 +0000 UTC",
      "review_id": "043ff87d3ac8f723294f6794",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2274671",
      "source_review_id": "UmF0aW5nLTQxNTA3MTI5",
      "source_url": "https://www.ratemyprofessors.com/professor/2274671",
      "type": "review"
    },
    {
      "instructor_name": "Meenakshi Syamkumar",
      "review_date": "2025-09-29 12:12:40 +0000 UTC",
      "review_id": "8da546298aa88e4706824b5c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2274671",
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      "source_url": "https://www.ratemyprofessors.com/professor/2274671",
      "type": "review"
    },
    {
      "instructor_name": "Ashley Samuelson",
      "review_date": "2025-12-13 18:07:58 +0000 UTC",
      "review_id": "7e6d9d8cd96b0e72d95112ab",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3138921",
      "source_review_id": "UmF0aW5nLTQyMjMwMTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/3138921",
      "type": "review"
    },
    {
      "instructor_name": "Ashley Samuelson",
      "review_date": "2026-08-16 20:14:03 +0000 UTC",
      "review_id": "004efe7daa606cb1df3ec553",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3138921",
      "source_review_id": "UmF0aW5nLTQzMzY5NTcy",
      "source_url": "https://www.ratemyprofessors.com/professor/3138921",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Reviewers describe Florian Heimerl as a good professor with clear lectures, but criticize the course structure and group projects as poorly organized and unhelpful.

```json
{
  "citations": [
    {
      "instructor_name": "Florian Heimerl",
      "review_date": "2023-11-18 02:41:46 +0000 UTC",
      "review_id": "0eabc95650d4d04a2ffb5f88",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2776309",
      "source_review_id": "UmF0aW5nLTM4NDE1MDE2",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "type": "review"
    },
    {
      "instructor_name": "Florian Heimerl",
      "review_date": "2024-12-09 20:05:56 +0000 UTC",
      "review_id": "95540741da7a8b77c2a8ba34",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2776309",
      "source_review_id": "UmF0aW5nLTQwMTc3NzAx",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.29 GPA, 58.5% A/AB (n=670 letter grades); Fall 2025: 3.38 GPA, 65.6% A/AB (n=564 letter grades); Spring 2026: 3.42 GPA, 69.3% A/AB (n=475 letter grades).

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students report frustration with uncoordinated instructional staff and unclear project requirements, though one reviewer notes Heimerl is great at explaining things while another finds him unresponsive.

```json
{
  "citations": [
    {
      "instructor_name": "Florian Heimerl",
      "review_date": "2021-11-18 05:03:45 +0000 UTC",
      "review_id": "9ee7e54aee59dc41e9549d26",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2776309",
      "source_review_id": "UmF0aW5nLTM1MjYzODIx",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "type": "review"
    },
    {
      "instructor_name": "Florian Heimerl",
      "review_date": "2025-05-05 00:16:49 +0000 UTC",
      "review_id": "424e8c8ffc0484eb7ad460a1",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2776309",
      "source_review_id": "UmF0aW5nLTQxMTU1NjIz",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANDREW KUEMMEL is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 10,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

ASHLEY SAMUELSON is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

CONNOR BAILEY is recorded teaching in Fall 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

DANIEL FINER is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

DEBRA DEPPELER is recorded teaching in Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 10,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

FLORIAN HEIMERL is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "e449f054-a344-3556-b18a-5333e51ceb82",
      "source_record": {
        "entity_id": "e449f054-a344-3556-b18a-5333e51ceb82",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 400",
      "run_id": "20260907T155543-ce3781c4",
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      "table": "section_grades_latest",
      "term_id": "1264",
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      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

GARY DAHL is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. 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": [
      "n1",
      "n2",
      "n3"
    ],
    "condition": null,
    "course": null,
    "evidence": "COMP SCI 300, graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 300,
      "minimum_grade": null,
      "subjects": [
        "COMPSCI"
      ],
      "timing": "prior"
    },
    "evidence": "COMP SCI 300",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "declared in the Capstone Certificate in Computer Sciences for Professionals",
    "course": null,
    "evidence": "declared in the Capstone Certificate in Computer Sciences for Professionals",
    "id": "n3",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_84c317fdbc932162addaf020",
    "source": "enrollment",
    "source_instructor_id": "fheimerl",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Florian Heimerl",
    "email": "HEIMERL@CS.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",
    "ratings": {
      "review_count": 73,
      "quality": 3.15,
      "difficulty": 3.15,
      "quality_count": 73,
      "difficulty_count": 73,
      "profile_id": "rmp:2776309",
      "source_url": "https://www.ratemyprofessors.com/professor/2776309",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:13.151836+00:00",
      "courses": {
        "course_583cd0f265d9f29704ca13ea": {
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    "instructor_url": "/instructors/FLORIAN_HEIMERL"
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    "source": "enrollment",
    "source_instructor_id": "swadle",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Shayne Wadle",
    "email": "SWADLE@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",
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]
```

### offerings

```json
[
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1272",
    "source_course_id": "024798",
    "source_subject_id": "266",
    "title": "Programming III",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
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    "end_date": "2026-12-09 06:00:00+00:00"
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]
```

### grade instructors

```json
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]
```

### grades

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      "SAPAN GUPTA",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Andrew Kuemmel",
      "Florian Heimerl",
      "Gary Dahl"
    ],
    "a": 334,
    "ab": 166,
    "b": 99,
    "bc": 18,
    "c": 16,
    "d": 14,
    "f": 10,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 657,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "ABHINAV AGARWAL",
      "APRIL ROSZKOWSKI",
      "BRIANNA COCHRAN",
      "CAMERON RUGGLES",
      "DANIEL FINER",
      "DEBRA DEPPELER",
      "EDWARD BARTON",
      "EVAN WIREMAN",
      "Florian Heimerl",
      "Gary Dahl",
      "ILAY RAZ",
      "KARAN GROVER",
      "MU CAI",
      "SURABHI GUPTA",
      "TINGJIA CAO",
      "YUYE JIANG"
    ],
    "a": 238,
    "ab": 117,
    "b": 173,
    "bc": 40,
    "c": 35,
    "d": 12,
    "f": 12,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 630,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "APRIL ROSZKOWSKI",
      "BRIANNA COCHRAN",
      "CALLIE KIM",
      "CAMERON RUGGLES",
      "DANIEL FINER",
      "Florian Heimerl",
      "Gary Dahl",
      "ILAY RAZ",
      "KARAN GROVER",
      "MOHIT LOGANATHAN",
      "SUJITHA PERUMAL",
      "YELUN BAO",
      "YUYE JIANG"
    ],
    "a": 178,
    "ab": 105,
    "b": 175,
    "bc": 52,
    "c": 20,
    "d": 15,
    "f": 5,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 552,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "ABHINAV AGARWAL",
      "APRIL ROSZKOWSKI",
      "CALLIE KIM",
      "DANIEL FINER",
      "Florian Heimerl",
      "Gary Dahl",
      "ILAY RAZ",
      "James Sorenson",
      "KARAN GROVER",
      "MINGHAO YAN",
      "RAHUL CHOUDHARY",
      "SUJITHA PERUMAL",
      "SURABHI GUPTA",
      "YELUN BAO",
      "YUYE JIANG"
    ],
    "a": 211,
    "ab": 168,
    "b": 189,
    "bc": 48,
    "c": 14,
    "d": 18,
    "f": 5,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 655,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "APRIL ROSZKOWSKI",
      "CALLIE KIM",
      "DANIEL FINER",
      "Florian Heimerl",
      "Gary Dahl",
      "HAFEEZ ALI ANEES ALI",
      "ILAY RAZ",
      "Jiayi Zhang",
      "KARAN GROVER",
      "LAIK RUETTEN",
      "NAMAN GUPTA",
      "RACHIT TIBREWAL",
      "RAHUL CHOUDHARY",
      "SAMUEL CHURCH",
      "YUYE JIANG"
    ],
    "a": 240,
    "ab": 134,
    "b": 228,
    "bc": 75,
    "c": 32,
    "d": 28,
    "f": 4,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 746,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "ALEX PESECKIS",
      "ANVAY GROVER",
      "AYDAN BAILEY",
      "BINWEI YAO",
      "CASEY FORD",
      "CONNOR BAILEY",
      "Florian Heimerl",
      "GRANT WALDOW",
      "Gary Dahl",
      "KEVIN KRISTENSEN",
      "LAKSHIKA RATHI",
      "MANAS TRIVEDI",
      "MATTHEW SCHWENNESEN",
      "NICHOLAS RUSSELL",
      "ROBERT NAGEL",
      "YUYE JIANG",
      "ZHEYANG XIONG",
      "ZHUOMING LIU"
    ],
    "a": 217,
    "ab": 124,
    "b": 257,
    "bc": 78,
    "c": 26,
    "d": 17,
    "f": 7,
    "satisfactory": 0,
    "unsatisfactory": 1,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 9,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 736,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "AISHA MOHAMED",
      "ATHANASIOS PITTAS",
      "BENJAMIN GUSTAFSON",
      "BINWEI YAO",
      "CASEY FORD",
      "Florian Heimerl",
      "GOWTHAM RAMESH",
      "Gary Dahl",
      "HAOYUE BAI",
      "JIANGYI LIU",
      "KEREN CHEN",
      "LAKSHIKA RATHI",
      "LILLY PERALTA",
      "MANAS TRIVEDI",
      "MATTHEW SCHWENNESEN",
      "NICHOLAS RUSSELL",
      "PUCHENG XIONG",
      "THOMAS ZENG",
      "YUYE JIANG",
      "ZHUOMING LIU"
    ],
    "a": 250,
    "ab": 169,
    "b": 216,
    "bc": 45,
    "c": 25,
    "d": 26,
    "f": 10,
    "satisfactory": 0,
    "unsatisfactory": 1,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 745,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "BENJAMIN GUSTAFSON",
      "BERYL JIANG",
      "CALLIE KIM",
      "CASEY FORD",
      "CONNOR BAILEY",
      "Florian Heimerl",
      "Gary Dahl",
      "HONGYI LIU",
      "IVAN JAEN MARQUEZ",
      "JAEHYUN LEE",
      "MANAS TRIVEDI",
      "MATTHEW SCHWENNESEN",
      "PUCHENG XIONG",
      "RISHABH SHARMA",
      "SARTHAK CHOUDHARY",
      "THOMAS ZENG",
      "VAISHNAVI BHARGAVA"
    ],
    "a": 208,
    "ab": 160,
    "b": 185,
    "bc": 75,
    "c": 27,
    "d": 26,
    "f": 9,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 693,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "ANTHONY SAUER",
      "ATHANASIOS PITTAS",
      "BENJAMIN GUSTAFSON",
      "CALLIE KIM",
      "CASEY FORD",
      "CODY SONDGEROTH",
      "Florian Heimerl",
      "Gary Dahl",
      "HAOYUE BAI",
      "HONGYI LIU",
      "MANAS TRIVEDI",
      "RISHABH SHARMA",
      "VAISHNAVI BHARGAVA",
      "WEIJUN PAN",
      "XUANCHENG TU",
      "ZHUOMING LIU"
    ],
    "a": 210,
    "ab": 182,
    "b": 187,
    "bc": 47,
    "c": 17,
    "d": 14,
    "f": 13,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 672,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "ASHLEY SAMUELSON",
      "ATHANASIOS PITTAS",
      "CASEY FORD",
      "DAVID ZIKEL",
      "Florian Heimerl",
      "KARTHIK REDDY JANNUPALLI",
      "PUCHENG XIONG",
      "RISHABH SHARMA",
      "STELIOS DRAKONTAEIDIS",
      "TIM LU",
      "WEIJUN PAN",
      "William Wang",
      "XUANCHENG TU",
      "XUSHENG ZHI",
      "YANGFAN HU",
      "Young Wu"
    ],
    "a": 233,
    "ab": 137,
    "b": 116,
    "bc": 40,
    "c": 17,
    "d": 11,
    "f": 10,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 570,
    "source_aliases": [
      "COMPSCI 400"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 400",
    "course_uid": "course_583cd0f265d9f29704ca13ea",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "CASEY FORD",
      "CONNOR BAILEY",
      "Florian Heimerl",
      "KARTHIK REDDY JANNUPALLI",
      "MATTHEW SCHWENNESEN",
      "RAHUL CHOUDHARY",
      "RISHABH SHARMA",
      "STELIOS DRAKONTAEIDIS",
      "TIM LU",
      "William Wang",
      "XUANCHENG TU"
    ],
    "a": 179,
    "ab": 150,
    "b": 99,
    "bc": 26,
    "c": 6,
    "d": 8,
    "f": 7,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 4,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 479,
    "source_aliases": [
      "COMPSCI 400"
    ]
  }
]
```

### statistics

#### gpa

3.319

#### graded

9392

#### counts

* 3339
* 2149
* 2553
* 725
* 299
* 223
* 104

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_583cd0f265d9f29704ca13ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_583cd0f265d9f29704ca13ea-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_583cd0f265d9f29704ca13ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_583cd0f265d9f29704ca13ea-0.json)
* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_583cd0f265d9f29704ca13ea-1.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_583cd0f265d9f29704ca13ea-1.json)
* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_583cd0f265d9f29704ca13ea-2.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_583cd0f265d9f29704ca13ea-2.json)
* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_583cd0f265d9f29704ca13ea-3.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_583cd0f265d9f29704ca13ea-3.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_583cd0f265d9f29704ca13ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_583cd0f265d9f29704ca13ea-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_583cd0f265d9f29704ca13ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_583cd0f265d9f29704ca13ea-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_583cd0f265d9f29704ca13ea-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_583cd0f265d9f29704ca13ea-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.318781942078365

#### count

9392

#### university

##### size

5037

##### gpa Percentile

10

##### count Percentile

100

##### median Count

153

##### 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 | 8     | false   |
| 2.8–3.2 | 259   | false   |
| 3.2–3.6 | 1232  | true    |
| 3.6–4.0 | 3538  | false   |

#### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 107,
      "gpaPercentile": 17,
      "countPercentile": 98,
      "medianCount": 356,
      "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": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 33,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 60,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1184

##### term

1184

##### gpa

3.4035087719298245

##### count

228

##### university

###### size

1010

###### gpa Percentile

40

###### count Percentile

90

###### 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 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 31,
      "gpaPercentile": 63,
      "countPercentile": 70,
      "medianCount": 126,
      "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": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.292220113851992

##### count

527

##### university

###### size

1077

###### gpa Percentile

29

###### count Percentile

97

###### 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": "COMPSCI",
    "comparison": {
      "size": 38,
      "gpaPercentile": 57,
      "countPercentile": 95,
      "medianCount": 95.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": false
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.3603411513859274

##### count

469

##### university

###### size

1040

###### gpa Percentile

35

###### count Percentile

97

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | true    |
| 3.6–4.0 | 454   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 38,
      "gpaPercentile": 62,
      "countPercentile": 95,
      "medianCount": 92,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.217094017094017

##### count

585

##### university

###### size

1102

###### gpa Percentile

22

###### count Percentile

98

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 41,
      "gpaPercentile": 43,
      "countPercentile": 95,
      "medianCount": 91,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.6319018404907975

##### count

489

##### university

###### size

1012

###### gpa Percentile

37

###### count Percentile

99

###### median Count

65.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 42,
      "gpaPercentile": 54,
      "countPercentile": 95,
      "medianCount": 90.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.5083713850837137

##### count

657

##### university

###### size

1111

###### gpa Percentile

37

###### count Percentile

98

###### 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   | true    |
| 3.6–4.0 | 611   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 42,
      "gpaPercentile": 61,
      "countPercentile": 95,
      "medianCount": 96,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.289473684210526

##### count

627

##### university

###### size

1157

###### gpa Percentile

21

###### count Percentile

98

###### 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   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 46,
      "gpaPercentile": 38,
      "countPercentile": 93,
      "medianCount": 94.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 23,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.2536363636363634

##### count

550

##### university

###### size

1171

###### gpa Percentile

20

###### count Percentile

98

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 173   | false   |
| 3.2–3.6 | 358   | true    |
| 3.6–4.0 | 616   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 45,
      "gpaPercentile": 27,
      "countPercentile": 91,
      "medianCount": 96,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": false
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.315467075038285

##### count

653

##### university

###### size

1216

###### gpa Percentile

23

###### count Percentile

98

###### 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   | true    |
| 3.6–4.0 | 670   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 50,
      "gpaPercentile": 31,
      "countPercentile": 94,
      "medianCount": 82.5,
      "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": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": false
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.2287449392712553

##### count

741

##### university

###### size

1188

###### gpa Percentile

16

###### count Percentile

99

###### median Count

65

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 46,
      "gpaPercentile": 20,
      "countPercentile": 98,
      "medianCount": 111,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 26,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": false
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.21900826446281

##### count

726

##### university

###### size

1295

###### gpa Percentile

15

###### count Percentile

98

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 52,
      "gpaPercentile": 22,
      "countPercentile": 94,
      "medianCount": 99,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 20,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.2766531713900133

##### count

741

##### university

###### size

1241

###### gpa Percentile

17

###### count Percentile

99

###### median Count

65

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 46,
      "gpaPercentile": 38,
      "countPercentile": 96,
      "medianCount": 116,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.2094202898550726

##### count

690

##### university

###### size

1333

###### gpa Percentile

10

###### count Percentile

98

###### 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   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 54,
      "gpaPercentile": 19,
      "countPercentile": 96,
      "medianCount": 101,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 23,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": false
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.288805970149254

##### count

670

##### university

###### size

1289

###### gpa Percentile

17

###### count Percentile

98

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 52,
      "gpaPercentile": 25,
      "countPercentile": 96,
      "medianCount": 105,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 24,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": false
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.37677304964539

##### count

564

##### university

###### size

1320

###### gpa Percentile

21

###### count Percentile

97

###### 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   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 53,
      "gpaPercentile": 29,
      "countPercentile": 94,
      "medianCount": 82,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 22,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 21,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.4168421052631577

##### count

475

##### university

###### size

1283

###### gpa Percentile

23

###### count Percentile

97

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 48,
      "gpaPercentile": 40,
      "countPercentile": 83,
      "medianCount": 105.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 21,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 19,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5037

###### gpa

3.7017037016619163

###### top Share

84.44393022206597

###### count

153

##### COMPSCI

###### size

107

###### gpa

3.605185351629869

###### top Share

79.35821421566655

###### count

356

#### terms

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### COMPSCI

###### size

31

###### gpa

3.329310414227759

###### top Share

61.243618316797935

###### count

126

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### COMPSCI

###### size

38

###### gpa

3.3453717241366854

###### top Share

64.2917310505246

###### count

95.5

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### COMPSCI

###### size

38

###### gpa

3.3433846242383978

###### top Share

63.409438479169644

###### count

92

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### COMPSCI

###### size

41

###### gpa

3.3598624373657553

###### top Share

65.26544910639922

###### count

91

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### COMPSCI

###### size

42

###### gpa

3.6240893265324647

###### top Share

79.98991493017058

###### count

90.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### COMPSCI

###### size

42

###### gpa

3.450396020252364

###### top Share

69.90950224603134

###### count

96

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### COMPSCI

###### size

46

###### gpa

3.4266761668874532

###### top Share

68.93117403010548

###### count

94.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### COMPSCI

###### size

45

###### gpa

3.4719336884851772

###### top Share

70.89188483398956

###### count

96

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### COMPSCI

###### size

50

###### gpa

3.522872390836507

###### top Share

74.11555010870671

###### count

82.5

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.457340982461054

###### top Share

70.00975704504911

###### count

111

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### COMPSCI

###### size

52

###### gpa

3.5206188715369935

###### top Share

74.2043106737207

###### count

99

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.477413782571094

###### top Share

70.8725394264854

###### count

116

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### COMPSCI

###### size

54

###### gpa

3.5244021201456657

###### top Share

75.07938169795783

###### count

101

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### COMPSCI

###### size

52

###### gpa

3.482652727664103

###### top Share

71.33786483648515

###### count

105

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### COMPSCI

###### size

53

###### gpa

3.533845597774486

###### top Share

75.31824598445624

###### count

82

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### COMPSCI

###### size

48

###### gpa

3.5022746140005943

###### top Share

73.13318776233326

###### count

105.5

## instructor Trends

```json
[
  {
    "uid": "instructor_376021a002186e155fa2c533",
    "name": "FLORIAN HEIMERL",
    "count": 3630,
    "terms": [
      {
        "term": "1212",
        "count": 265,
        "sections": 2,
        "gpa": 3.4415094339622643
      },
      {
        "term": "1222",
        "count": 273,
        "sections": 2,
        "gpa": 3.21978021978022
      },
      {
        "term": "1224",
        "count": 182,
        "sections": 1,
        "gpa": 3.1483516483516483
      },
      {
        "term": "1232",
        "count": 273,
        "sections": 2,
        "gpa": 3.291208791208791
      },
      {
        "term": "1234",
        "count": 373,
        "sections": 2,
        "gpa": 3.214477211796247
      },
      {
        "term": "1242",
        "count": 288,
        "sections": 2,
        "gpa": 3.2152777777777777
      },
      {
        "term": "1244",
        "count": 349,
        "sections": 2,
        "gpa": 3.2951289398280803
      },
      {
        "term": "1252",
        "count": 304,
        "sections": 2,
        "gpa": 3.2516447368421053
      },
      {
        "term": "1254",
        "count": 327,
        "sections": 2,
        "gpa": 3.2981651376146788
      },
      {
        "term": "1262",
        "count": 521,
        "sections": 3,
        "gpa": 3.336852207293666
      },
      {
        "term": "1264",
        "count": 475,
        "sections": 3,
        "gpa": 3.4168421052631577
      }
    ]
  },
  {
    "uid": "instructor_ae6d3e38bcec5ad6b4559f22",
    "name": "GARY DAHL",
    "count": 3331,
    "terms": [
      {
        "term": "1212",
        "count": 345,
        "sections": 2,
        "gpa": 3.5014492753623188
      },
      {
        "term": "1222",
        "count": 311,
        "sections": 2,
        "gpa": 3.2990353697749195
      },
      {
        "term": "1224",
        "count": 368,
        "sections": 2,
        "gpa": 3.3057065217391304
      },
      {
        "term": "1232",
        "count": 380,
        "sections": 2,
        "gpa": 3.332894736842105
      },
      {
        "term": "1234",
        "count": 368,
        "sections": 2,
        "gpa": 3.2432065217391304
      },
      {
        "term": "1242",
        "count": 438,
        "sections": 2,
        "gpa": 3.221461187214612
      },
      {
        "term": "1244",
        "count": 392,
        "sections": 2,
        "gpa": 3.260204081632653
      },
      {
        "term": "1252",
        "count": 386,
        "sections": 2,
        "gpa": 3.1761658031088085
      },
      {
        "term": "1254",
        "count": 343,
        "sections": 2,
        "gpa": 3.2798833819241984
      }
    ]
  },
  {
    "uid": "instructor_008ff5e8cdcf2e4fe8e38bf6",
    "name": "DEBRA DEPPELER",
    "count": 1949,
    "terms": [
      {
        "term": "1184",
        "count": 228,
        "sections": 2,
        "gpa": 3.4035087719298245
      },
      {
        "term": "1192",
        "count": 363,
        "sections": 2,
        "gpa": 3.260330578512397
      },
      {
        "term": "1194",
        "count": 312,
        "sections": 2,
        "gpa": 3.315705128205128
      },
      {
        "term": "1202",
        "count": 514,
        "sections": 2,
        "gpa": 3.1507782101167314
      },
      {
        "term": "1204",
        "count": 489,
        "sections": 2,
        "gpa": 3.6319018404907975
      },
      {
        "term": "1222",
        "count": 43,
        "sections": 1,
        "gpa": 3.6627906976744184
      }
    ]
  },
  {
    "uid": "instructor_6cccf0a639315e749627d487",
    "name": "CASEY FORD",
    "count": 1205,
    "terms": [
      {
        "term": "1242",
        "count": 258,
        "sections": 1,
        "gpa": 3.1569767441860463
      },
      {
        "term": "1244",
        "count": 191,
        "sections": 1,
        "gpa": 3.2931937172774868
      },
      {
        "term": "1252",
        "count": 249,
        "sections": 1,
        "gpa": 3.1726907630522088
      },
      {
        "term": "1254",
        "count": 170,
        "sections": 1,
        "gpa": 3.1852941176470586
      },
      {
        "term": "1262",
        "count": 120,
        "sections": 1,
        "gpa": 3.4208333333333334
      },
      {
        "term": "1264",
        "count": 217,
        "sections": 1,
        "gpa": 3.4838709677419355
      }
    ]
  },
  {
    "uid": "instructor_fb9c0dde2a5645104d47f421",
    "name": "YUYE JIANG",
    "count": 1123,
    "terms": [
      {
        "term": "1222",
        "count": 142,
        "sections": 1,
        "gpa": 3.2746478873239435
      },
      {
        "term": "1224",
        "count": 182,
        "sections": 1,
        "gpa": 3.25
      },
      {
        "term": "1232",
        "count": 190,
        "sections": 1,
        "gpa": 3.2973684210526315
      },
      {
        "term": "1234",
        "count": 177,
        "sections": 1,
        "gpa": 3.2203389830508473
      },
      {
        "term": "1242",
        "count": 221,
        "sections": 1,
        "gpa": 3.178733031674208
      },
      {
        "term": "1244",
        "count": 211,
        "sections": 1,
        "gpa": 3.2701421800947865
      }
    ]
  },
  {
    "uid": "instructor_c192e9d01d7efc2f9b7edbd3",
    "name": "MATTHEW SCHWENNESEN",
    "count": 861,
    "terms": [
      {
        "term": "1242",
        "count": 221,
        "sections": 1,
        "gpa": 3.178733031674208
      },
      {
        "term": "1244",
        "count": 191,
        "sections": 1,
        "gpa": 3.2931937172774868
      },
      {
        "term": "1252",
        "count": 241,
        "sections": 1,
        "gpa": 3.1576763485477177
      },
      {
        "term": "1264",
        "count": 208,
        "sections": 1,
        "gpa": 3.4038461538461537
      }
    ]
  },
  {
    "uid": "instructor_5192f26b12a1e4fd2e8d42cc",
    "name": "RISHABH SHARMA",
    "count": 825,
    "terms": [
      {
        "term": "1252",
        "count": 241,
        "sections": 1,
        "gpa": 3.1576763485477177
      },
      {
        "term": "1254",
        "count": 173,
        "sections": 1,
        "gpa": 3.3728323699421967
      },
      {
        "term": "1262",
        "count": 194,
        "sections": 1,
        "gpa": 3.301546391752577
      },
      {
        "term": "1264",
        "count": 217,
        "sections": 1,
        "gpa": 3.4838709677419355
      }
    ]
  },
  {
    "uid": "instructor_91efb9c9af762172b8ecf370",
    "name": "MANAS TRIVEDI",
    "count": 801,
    "terms": [
      {
        "term": "1242",
        "count": 221,
        "sections": 1,
        "gpa": 3.178733031674208
      },
      {
        "term": "1244",
        "count": 158,
        "sections": 1,
        "gpa": 3.2974683544303796
      },
      {
        "term": "1252",
        "count": 249,
        "sections": 1,
        "gpa": 3.1726907630522088
      },
      {
        "term": "1254",
        "count": 173,
        "sections": 1,
        "gpa": 3.3728323699421967
      }
    ]
  },
  {
    "uid": "instructor_60ac7a4b270433f28c0ef3b3",
    "name": "CALLIE KIM",
    "count": 797,
    "terms": [
      {
        "term": "1224",
        "count": 186,
        "sections": 1,
        "gpa": 3.360215053763441
      },
      {
        "term": "1232",
        "count": 190,
        "sections": 1,
        "gpa": 3.3684210526315788
      },
      {
        "term": "1234",
        "count": 191,
        "sections": 1,
        "gpa": 3.264397905759162
      },
      {
        "term": "1252",
        "count": 55,
        "sections": 1,
        "gpa": 3.609090909090909
      },
      {
        "term": "1254",
        "count": 175,
        "sections": 1,
        "gpa": 3.38
      }
    ]
  },
  {
    "uid": "instructor_2045194f97df297a50eac0a2",
    "name": "DANIEL FINER",
    "count": 731,
    "terms": [
      {
        "term": "1222",
        "count": 142,
        "sections": 1,
        "gpa": 3.2746478873239435
      },
      {
        "term": "1224",
        "count": 182,
        "sections": 1,
        "gpa": 3.1483516483516483
      },
      {
        "term": "1232",
        "count": 230,
        "sections": 1,
        "gpa": 3.252173913043478
      },
      {
        "term": "1234",
        "count": 177,
        "sections": 1,
        "gpa": 3.2203389830508473
      }
    ]
  },
  {
    "uid": "instructor_a4e9b62867fe29afdc3e0b2d",
    "name": "KARAN GROVER",
    "count": 718,
    "terms": [
      {
        "term": "1222",
        "count": 154,
        "sections": 1,
        "gpa": 3.2175324675324677
      },
      {
        "term": "1224",
        "count": 182,
        "sections": 1,
        "gpa": 3.25
      },
      {
        "term": "1232",
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      }
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  },
  {
    "uid": "instructor_0ccec9d3eda826dfa723a235",
    "name": "MOHIT LOGANATHAN",
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    "terms": [
      {
        "term": "1224",
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        "gpa": 3.360215053763441
      }
    ]
  },
  {
    "uid": "instructor_13ad370eb12c9cce04cdef7e",
    "name": "LILLY PERALTA",
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      {
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    ]
  },
  {
    "uid": "instructor_60624fcf87a10b30db54c9ed",
    "name": "NAMAN GUPTA",
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    "terms": [
      {
        "term": "1234",
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        "gpa": 3.251381215469613
      }
    ]
  },
  {
    "uid": "instructor_9e3229ba78ba0aac51c99271",
    "name": "JIAHUI ZHANG",
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    "terms": [
      {
        "term": "1234",
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    ]
  },
  {
    "uid": "instructor_a5f71855924cc8d4ff132b5f",
    "name": "GOWTHAM RAMESH",
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    "terms": [
      {
        "term": "1244",
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        "sections": 1,
        "gpa": 3.248618784530387
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    ]
  },
  {
    "uid": "instructor_ace53f229ed00be9a6cdeb56",
    "name": "RACHIT TIBREWAL",
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    "terms": [
      {
        "term": "1234",
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        "gpa": 3.251381215469613
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  },
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    "uid": "instructor_8bce71f4b0908fe5cced4067",
    "name": "HAFEEZ ALI ANEES ALI",
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  },
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    "uid": "instructor_e85d940dbc63e06ae325d2ec",
    "name": "LAIK RUETTEN",
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      {
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  },
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    "uid": "instructor_fbccff4dcccf0fe547590f52",
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  {
    "uid": "instructor_c91dc09070c2a44bd160f05e",
    "name": "WILLIAM WANG",
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    "terms": [
      {
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      },
      {
        "term": "1264",
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      }
    ]
  },
  {
    "uid": "instructor_ac3ea927cdd57bc6dddeed5a",
    "name": "TINGJIA CAO",
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    "terms": [
      {
        "term": "1222",
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  {
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      {
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  {
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  {
    "uid": "instructor_32c61a2da9c6b7e30a81951a",
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      {
        "term": "1252",
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  },
  {
    "uid": "instructor_edab350941b33e2f981afeeb",
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    "terms": [
      {
        "term": "1252",
        "count": 145,
        "sections": 1,
        "gpa": 3.206896551724138
      }
    ]
  },
  {
    "uid": "instructor_704b36fe4462edc17c44dbb4",
    "name": "EVAN WIREMAN",
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    "terms": [
      {
        "term": "1222",
        "count": 142,
        "sections": 1,
        "gpa": 3.2746478873239435
      }
    ]
  },
  {
    "uid": "instructor_26f60437d6fecb004b1b5ebd",
    "name": "ASHLEY SAMUELSON",
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      {
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        "sections": 1,
        "gpa": 3.4208333333333334
      }
    ]
  },
  {
    "uid": "instructor_120e27e61c8abadb1058a438",
    "name": "JAMES SORENSON",
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    "terms": [
      {
        "term": "1232",
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        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_b2baa6eb84b1741dc3592e4d",
    "name": "YOUNG WU",
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    "terms": [
      {
        "term": "1262",
        "count": 43,
        "sections": 1,
        "gpa": 3.86046511627907
      }
    ]
  },
  {
    "uid": "instructor_c7c5862906e978145b431d0e",
    "name": "YANGFAN HU",
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    "terms": [
      {
        "term": "1262",
        "count": 43,
        "sections": 1,
        "gpa": 3.86046511627907
      }
    ]
  },
  {
    "uid": "instructor_e0817980520fd4b58f26c448",
    "name": "KEVIN KRISTENSEN",
    "count": 30,
    "terms": [
      {
        "term": "1242",
        "count": 30,
        "sections": 1,
        "gpa": 3.716666666666667
      }
    ]
  }
]
```

## following

| code            | title                                                          |
| --------------- | -------------------------------------------------------------- |
| BMI/COMPSCI 576 | INTRODUCTION TO BIOINFORMATICS                                 |
| COMPSCI 407     | FOUNDATIONS OF MOBILE SYSTEMS AND APPLICATIONS                 |
| COMPSCI 520     | INTRODUCTION TO THEORY OF COMPUTING                            |
| COMPSCI 536     | INTRODUCTION TO PROGRAMMING LANGUAGES AND COMPILERS            |
| COMPSCI 537     | INTRODUCTION TO OPERATING SYSTEMS                              |
| COMPSCI 538     | INTRODUCTION TO THE THEORY AND DESIGN OF PROGRAMMING LANGUAGES |
| COMPSCI 542     | INTRODUCTION TO SOFTWARE SECURITY                              |
| COMPSCI 544     | INTRODUCTION TO BIG DATA SYSTEMS                               |
| COMPSCI 559     | COMPUTER GRAPHICS                                              |
| COMPSCI 564     | DATABASE MANAGEMENT SYSTEMS: DESIGN AND IMPLEMENTATION         |
| COMPSCI 565     | INTRODUCTION TO DATA VISUALIZATION                             |
| COMPSCI 566     | INTRODUCTION TO COMPUTER VISION                                |
| COMPSCI 571     | BUILDING USER INTERFACES                                       |
| COMPSCI 574     | DATA MANAGEMENT FOR DATA SCIENCE                               |
| COMPSCI 577     | INTRODUCTION TO ALGORITHMS                                     |
| COMPSCI 580     | INTELLIGENT ROBOTICS                                           |
| COMPSCI 620     | COMPUTER SCIENCES CAPSTONE                                     |
| COMPSCI 640     | INTRODUCTION TO COMPUTER NETWORKS                              |
| COMPSCI/ECE 506 | SOFTWARE ENGINEERING                                           |
| ECE 454         | MOBILE COMPUTING LABORATORY                                    |
| ECE 537         | COMMUNICATION NETWORKS                                         |
| GEOG 576        | GEOSPATIAL WEB AND MOBILE PROGRAMMING                          |
| ISYE/ME 643     | PERFORMANCE ANALYSIS OF MANUFACTURING SYSTEMS                  |

## projection

### target

1272

### interval

#### lower

3.13

#### upper

3.44

#### coverage

80

#### terms

7

### gpa

3.2869354278492025

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 34.700512059146696 |
| AB    | 22.188339707401013 |
| B     | 27.008820475491994 |
| BC    | 8.638896595764791  |
| C     | 3.5164137582947306 |
| D     | 2.575775139952496  |
| F     | 1.3712422639482718 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

3260

### same Season

true

### historical Range

* 3.2094202898550726
* 3.3767730496453905

### backtest

#### terms

7

#### gpa Error

0.09261426578839498

#### mix Error

10.902741148631867
