# COMPSCI 368: Learning a Programming Language | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/COMPSCI_368)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

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

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

d9a8a87df6aecf88655de438e4337930d2d489751b2167178bdee023e695b6f0

### course id

COMPSCI 368

### course uid

course\_37a551eb9007bebe6a41c6b3

### catalog version id

4061c49d7b988d3ca09e79ecccf4bdbf357861cc271852fbbf948d7df2be5b5d

### course number

368

### subjects

* COMPSCI

### title

LEARNING A PROGRAMMING LANGUAGE

### description

For students interested in learning a particular programming language. Focuses on a specific language offered at one of three levels: beginner, intermediate, and advanced. Students may repeat the course if the topic title is different.

### requirements text

None

### credits min

1

### credits max

1

### credit offering ids

* 1272:266:019505
* 1272:266:019505.15

### llm job id

enrich-b6d8f78c1be0d523cf09d00d

### llm output id

2a85828730258376ff2c2f61d42926bc58168bf591085d38e0249eba74f4c86c

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

COMPSCI 368 teaches a specific programming language at beginner, intermediate, or advanced levels.

### llm topics

* Specific programming language instruction

### llm skills

* Proficiency in a specific programming language at beginner, intermediate, or advanced level

### llm assumed background

None recorded.

### llm search phrases

* programming language beginner
* programming language intermediate
* programming language advanced
* COMPSCI 368 syllabus
* learn specific programming language

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

4176e18b3294359fd357b77ee9ab999725efc4891cea46ee37028d4e770d2969

#### course id

COMPSCI 368

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_402c5e1526ed25ff5ab4777d",
    "message": "No course-specific reviews available",
    "name": "Louis Oliphant",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2965334",
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of Luke Swanson, Marc Renault, Peyman Morteza: Reviewers describe the workload as heavy for a one-credit course, with projects taking considerable time and requiring self-study. Others note that assignments are clear, related to lectures, and the class is clear-cut with no exams.

```json
{
  "citations": [
    {
      "instructor_name": "Marc Renault",
      "review_date": "2020-04-30 09:02:07 +0000 UTC",
      "review_id": "425ba9fbf140e772db4d336e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2316450",
      "source_review_id": "UmF0aW5nLTMzMTY0Njk4",
      "source_url": "https://www.ratemyprofessors.com/professor/2316450",
      "type": "review"
    },
    {
      "instructor_name": "Luke Swanson",
      "review_date": "2021-12-31 18:11:20 +0000 UTC",
      "review_id": "a554d1db025d22261967b23c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2683772",
      "source_review_id": "UmF0aW5nLTM1NjgxNTI5",
      "source_url": "https://www.ratemyprofessors.com/professor/2683772",
      "type": "review"
    },
    {
      "instructor_name": "Peyman Morteza",
      "review_date": "2024-06-19 17:25:27 +0000 UTC",
      "review_id": "98070a658ab4867d59a20619",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2612724",
      "source_review_id": "UmF0aW5nLTM5NTgxNjkx",
      "source_url": "https://www.ratemyprofessors.com/professor/2612724",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Karen Miller describe poor content knowledge and ineffective teaching for a C++ course aimed at Java programmers. Reviewers found her explanations uncertain, though one noted the class could still help brush up on C++ skills.

```json
{
  "citations": [
    {
      "instructor_name": "Karen Miller",
      "review_date": "2008-02-06 13:35:48 +0000 UTC",
      "review_id": "11e61fdd2d29dfc59cc3d23f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:617842",
      "source_review_id": "UmF0aW5nLTE0MDc1NDMy",
      "source_url": "https://www.ratemyprofessors.com/professor/617842",
      "type": "review"
    },
    {
      "instructor_name": "Karen Miller",
      "review_date": "2008-04-23 17:43:19 +0000 UTC",
      "review_id": "343d97ce660f4edbb136eb2a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:617842",
      "source_review_id": "UmF0aW5nLTE0MzM2NTg3",
      "source_url": "https://www.ratemyprofessors.com/professor/617842",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Andrew Kuemmel, Marc Renault, Michael Doescher: Students generally recommend COMPSCI 368 for learning C++, citing helpful online notes from Andrew Kuemmel and clear, funny lectures from Marc Renault. Reviewers describe the course as easy and highly recommended for those seeking to learn C++.

```json
{
  "citations": [
    {
      "instructor_name": "Andrew Kuemmel",
      "review_date": "2014-05-21 21:53:56 +0000 UTC",
      "review_id": "cec1d151e3996b76938d5407",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1780137",
      "source_review_id": "UmF0aW5nLTIzMjk1MTkw",
      "source_url": "https://www.ratemyprofessors.com/professor/1780137",
      "type": "review"
    },
    {
      "instructor_name": "Andrew Kuemmel",
      "review_date": "2018-04-20 14:40:03 +0000 UTC",
      "review_id": "98770bd5405781554bdb61a5",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1780137",
      "source_review_id": "UmF0aW5nLTI5ODUyNzY3",
      "source_url": "https://www.ratemyprofessors.com/professor/1780137",
      "type": "review"
    },
    {
      "instructor_name": "Marc Renault",
      "review_date": "2020-04-29 19:22:21 +0000 UTC",
      "review_id": "72e109387bf27e740f61b772",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2316450",
      "source_review_id": "UmF0aW5nLTMzMTU4NDEz",
      "source_url": "https://www.ratemyprofessors.com/professor/2316450",
      "type": "review"
    },
    {
      "instructor_name": "Michael Doescher",
      "review_date": "2020-11-28 19:50:04 +0000 UTC",
      "review_id": "ea3f8abfdd3ad02e43c3c547",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2593156",
      "source_review_id": "UmF0aW5nLTMzODk4OTkw",
      "source_url": "https://www.ratemyprofessors.com/professor/2593156",
      "type": "review"
    }
  ]
}
```

#### student experience

Historical reviews of Andrew Kuemmel, Beck Hasti, Luke Swanson, Marc Renault: Students appreciate professors who provide online lecture notes, clear assignment writeups, and accessible office hours. Conversely, one reviewer notes a professor can be spacey, while others find the content poorly designed for the credit value.

```json
{
  "citations": [
    {
      "instructor_name": "Andrew Kuemmel",
      "review_date": "2014-05-21 21:53:56 +0000 UTC",
      "review_id": "cec1d151e3996b76938d5407",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1780137",
      "source_review_id": "UmF0aW5nLTIzMjk1MTkw",
      "source_url": "https://www.ratemyprofessors.com/professor/1780137",
      "type": "review"
    },
    {
      "instructor_name": "Beck Hasti",
      "review_date": "2015-05-02 11:50:44 +0000 UTC",
      "review_id": "3413cbd319f4ec3adf2ba818",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:384064",
      "source_review_id": "UmF0aW5nLTI0NzIxMjY5",
      "source_url": "https://www.ratemyprofessors.com/professor/384064",
      "type": "review"
    },
    {
      "instructor_name": "Marc Renault",
      "review_date": "2020-04-30 09:02:07 +0000 UTC",
      "review_id": "425ba9fbf140e772db4d336e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2316450",
      "source_review_id": "UmF0aW5nLTMzMTY0Njk4",
      "source_url": "https://www.ratemyprofessors.com/professor/2316450",
      "type": "review"
    },
    {
      "instructor_name": "Luke Swanson",
      "review_date": "2021-12-31 18:11:20 +0000 UTC",
      "review_id": "a554d1db025d22261967b23c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2683772",
      "source_review_id": "UmF0aW5nLTM1NjgxNTI5",
      "source_url": "https://www.ratemyprofessors.com/professor/2683772",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANDREW KUEMMEL is recorded teaching in Spring 2014, Spring 2018, Fall 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

BECK HASTI is recorded teaching in Fall 2008, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Fall 2013, Fall 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

KAREN S. MILLER is recorded teaching in Fall 2007, Spring 2008, Spring 2009, Fall 2009, Spring 2010. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    }
  ]
}
```

LUKE SWANSON is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

MARC RENAULT is recorded teaching in Spring 2020, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

MICHAEL DOESCHER is recorded teaching in Spring 2018, 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 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

OKAN AKALIN is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    }
  ]
}
```

PEYMAN MORTEZA is recorded teaching in Spring 2020, Fall 2022, Spring 2023, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 368",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
      "source_record": {
        "entity_id": "bed9386b-f25b-39d1-b648-73e9641ac615",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_402c5e1526ed25ff5ab4777d",
    "source": "enrollment",
    "source_instructor_id": "ltoliphant",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Louis Oliphant",
    "email": "LTOLIPHANT@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": 42,
      "quality": 3.83,
      "difficulty": 3.52,
      "quality_count": 42,
      "difficulty_count": 42,
      "profile_id": "rmp:2965334",
      "source_url": "https://www.ratemyprofessors.com/professor/2965334",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:22:44.180256+00:00",
      "courses": {
        "course_834bc468ca49d8090d0f211f": {
          "review_count": 20,
          "quality": 4.1,
          "difficulty": 3,
          "quality_count": 20,
          "difficulty_count": 20
        },
        "course_79e5479d9eb1286e8642b399": {
          "review_count": 22,
          "quality": 3.59,
          "difficulty": 4,
          "quality_count": 22,
          "difficulty_count": 22
        }
      },
      "bayesian_quality": 3.7750599301763215,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/LOUIS_OLIPHANT"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:266:019505",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1272",
    "source_course_id": "019505",
    "source_subject_id": "266",
    "title": "Learning a Programming Language",
    "credits_min": 1,
    "credits_max": 1,
    "typically_offered": "Fall, Spring"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:266:019505.15",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1272",
    "source_course_id": "019505.15",
    "source_subject_id": "266",
    "title": "Python for Java Programmers",
    "credits_min": 1,
    "credits_max": 1,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:36651",
    "term_id": "1272",
    "source_section_id": "36651",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 60,
    "enrolled": 37,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_adbd0bd587a3ce39fbcac67d",
    "source": "madgrades",
    "source_instructor_id": "636841",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES SKRENTNY",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.172,
      "graded": 6285,
      "counts": [
        2551,
        924,
        1052,
        655,
        766,
        171,
        166
      ],
      "sections": 44
    },
    "instructor_url": "/instructors/JAMES_SKRENTNY"
  },
  {
    "instructor_uid": "instructor_a818eae9005891fc52d7392c",
    "source": "madgrades",
    "source_instructor_id": "1013357",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KAREN S. MILLER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.075,
      "graded": 2038,
      "counts": [
        697,
        346,
        368,
        229,
        248,
        95,
        55
      ],
      "sections": 32
    },
    "instructor_url": "/instructors/KAREN_S_MILLER--instructor_a818eae9005891fc52d7392c"
  },
  {
    "instructor_uid": "instructor_6b9d949b27a623d397655050",
    "source": "madgrades",
    "source_instructor_id": "960897",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BECK HASTI",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 138,
      "quality": 4.27,
      "difficulty": 3.12,
      "quality_count": 138,
      "difficulty_count": 138,
      "profile_id": "rmp:384064",
      "source_url": "https://www.ratemyprofessors.com/professor/384064",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:52:17.836692+00:00",
      "courses": {
        "course_15b3f0bfce126907b8d418aa": {
          "review_count": 2,
          "quality": 2,
          "difficulty": 5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 52,
          "quality": 4.5,
          "difficulty": 3.02,
          "quality_count": 52,
          "difficulty_count": 52
        },
        "course_20918224366f6bbd226f8ec0": {
          "review_count": 4,
          "quality": 4,
          "difficulty": 3.5,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_d9da99b53fd561c692c2d0e0": {
          "review_count": 27,
          "quality": 3.85,
          "difficulty": 3.37,
          "quality_count": 27,
          "difficulty_count": 27
        },
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.192745035891973,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.131,
      "graded": 7144,
      "counts": [
        1937,
        1076,
        2438,
        996,
        473,
        105,
        119
      ],
      "sections": 64
    },
    "instructor_url": "/instructors/BECK_HASTI--instructor_6b9d949b27a623d397655050"
  },
  {
    "instructor_uid": "instructor_d66b4b32d678a362e6d565a5",
    "source": "madgrades",
    "source_instructor_id": "4646303",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NICHOLAS LEROY",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/NICHOLAS_LEROY--instructor_d66b4b32d678a362e6d565a5"
  },
  {
    "instructor_uid": "instructor_008ff5e8cdcf2e4fe8e38bf6",
    "source": "madgrades",
    "source_instructor_id": "777651",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DEBRA DEPPELER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.205,
      "graded": 7631,
      "counts": [
        2139,
        1504,
        2474,
        898,
        417,
        134,
        65
      ],
      "sections": 52
    },
    "instructor_url": "/instructors/DEBRA_DEPPELER"
  },
  {
    "instructor_uid": "instructor_c6ad0d75a487848bdbfab080",
    "source": "madgrades",
    "source_instructor_id": "628285",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIMOTHY CARTWRIGHT",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/TIMOTHY_CARTWRIGHT--instructor_c6ad0d75a487848bdbfab080"
  },
  {
    "instructor_uid": "instructor_9863ac02b3c8eef4a56444c2",
    "source": "madgrades",
    "source_instructor_id": "4700650",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SRINIVASAN THIRUNARAYANAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/SRINIVASAN_THIRUNARAYANAN--instructor_9863ac02b3c8eef4a56444c2"
  },
  {
    "instructor_uid": "instructor_87719f6ea9401ef11a52337a",
    "source": "madgrades",
    "source_instructor_id": "969938",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALAN DE SMET",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ALAN_DE_SMET--instructor_87719f6ea9401ef11a52337a"
  },
  {
    "instructor_uid": "instructor_6d94e970032c92a41ffed8e9",
    "source": "madgrades",
    "source_instructor_id": "506546",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANDREW KUEMMEL",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 53,
      "quality": 3.83,
      "difficulty": 2.57,
      "quality_count": 53,
      "difficulty_count": 53,
      "profile_id": "rmp:1780137",
      "source_url": "https://www.ratemyprofessors.com/professor/1780137",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:25.683249+00:00",
      "courses": {
        "course_9b1d5f832c492d1c4a3ce19c": {
          "review_count": 16,
          "quality": 3.06,
          "difficulty": 2.75,
          "quality_count": 16,
          "difficulty_count": 16
        },
        "course_834bc468ca49d8090d0f211f": {
          "review_count": 11,
          "quality": 4.18,
          "difficulty": 2.91,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_225541a560a0e4df0ee57e76": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_583cd0f265d9f29704ca13ea": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 1.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 1.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_15b3f0bfce126907b8d418aa": {
          "review_count": 4,
          "quality": 4.5,
          "difficulty": 2.75,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.7833385708346836,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.596,
      "graded": 3157,
      "counts": [
        1849,
        619,
        445,
        116,
        68,
        30,
        30
      ],
      "sections": 107
    },
    "instructor_url": "/instructors/ANDREW_KUEMMEL--instructor_6d94e970032c92a41ffed8e9"
  },
  {
    "instructor_uid": "instructor_8122c50a4d2320a3f4c2b16d",
    "source": "madgrades",
    "source_instructor_id": "4286144",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MOHAMMED ANSARI",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.226,
      "graded": 53,
      "counts": [
        22,
        13,
        7,
        5,
        1,
        2,
        3
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/MOHAMMED_ANSARI"
  },
  {
    "instructor_uid": "instructor_0a6ecd79e79d6cc3064cbe10",
    "source": "madgrades",
    "source_instructor_id": "4715452",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ERIK WRIGHT",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 47,
      "quality": 3.81,
      "difficulty": 2.68,
      "quality_count": 47,
      "difficulty_count": 47,
      "profile_id": "rmp:454276",
      "source_url": "https://www.ratemyprofessors.com/professor/454276",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:40:26.608786+00:00",
      "courses": {
        "course_0be5a695ca3454e263bbc0de": {
          "review_count": 37,
          "quality": 3.81,
          "difficulty": 2.65,
          "quality_count": 37,
          "difficulty_count": 37
        }
      },
      "bayesian_quality": 3.7651300846407745,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/ERIK_WRIGHT"
  },
  {
    "instructor_uid": "instructor_55f768131898465b4f7007ca",
    "source": "madgrades",
    "source_instructor_id": "4890242",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "OKAN AKALIN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 1.75,
      "difficulty": 4.75,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2095720",
      "source_url": "https://www.ratemyprofessors.com/professor/2095720",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:13:16.653464+00:00",
      "courses": {
        "course_15b3f0bfce126907b8d418aa": {
          "review_count": 3,
          "quality": 1.33,
          "difficulty": 5,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.341404819622163,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.964,
      "graded": 96,
      "counts": [
        27,
        13,
        21,
        8,
        22,
        4,
        1
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/OKAN_AKALIN"
  },
  {
    "instructor_uid": "instructor_d61bdcf8ea886e884eba4977",
    "source": "madgrades",
    "source_instructor_id": "5145977",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADALBERT GERALD SOOSAI RAJ",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.597,
      "graded": 356,
      "counts": [
        211,
        65,
        43,
        24,
        8,
        4,
        1
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/ADALBERT_GERALD_SOOSAI_RAJ--instructor_d61bdcf8ea886e884eba4977"
  },
  {
    "instructor_uid": "instructor_68d5795608f795081fea3ee0",
    "source": "madgrades",
    "source_instructor_id": "5163492",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHANGSOK SUNG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/CHANGSOK_SUNG"
  },
  {
    "instructor_uid": "instructor_122a7e74ef02066805f0b041",
    "source": "madgrades",
    "source_instructor_id": "5158351",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL DOESCHER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 88,
      "quality": 3.47,
      "difficulty": 3.33,
      "quality_count": 88,
      "difficulty_count": 88,
      "profile_id": "rmp:2593156",
      "source_url": "https://www.ratemyprofessors.com/professor/2593156",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:18:28.055099+00:00",
      "courses": {
        "course_834bc468ca49d8090d0f211f": {
          "review_count": 48,
          "quality": 4.17,
          "difficulty": 3.04,
          "quality_count": 48,
          "difficulty_count": 48
        },
        "course_6e524f2d6f14b4e14c7ac770": {
          "review_count": 39,
          "quality": 2.56,
          "difficulty": 3.72,
          "quality_count": 39,
          "difficulty_count": 39
        },
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.505126996953073,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.348,
      "graded": 7490,
      "counts": [
        2424,
        2356,
        1852,
        398,
        222,
        136,
        102
      ],
      "sections": 73
    },
    "instructor_url": "/instructors/MICHAEL_DOESCHER--instructor_122a7e74ef02066805f0b041"
  },
  {
    "instructor_uid": "instructor_f49b3563847a91878806055e",
    "source": "madgrades",
    "source_instructor_id": "5022570",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALEXANDER BROOKS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 13,
      "quality": 2.92,
      "difficulty": 3.69,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:2225093",
      "source_url": "https://www.ratemyprofessors.com/professor/2225093",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:57:00.766334+00:00",
      "courses": {
        "course_834bc468ca49d8090d0f211f": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_de12e29109d0c90ee086fcec": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_28c3390ba944d49fd17f7c72": {
          "review_count": 5,
          "quality": 2,
          "difficulty": 4.2,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 3.368294414270664,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.968,
      "graded": 233,
      "counts": [
        57,
        40,
        57,
        39,
        22,
        11,
        7
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/ALEXANDER_BROOKS--instructor_f49b3563847a91878806055e"
  },
  {
    "instructor_uid": "instructor_0b933671cbe95c9e9ba88474",
    "source": "madgrades",
    "source_instructor_id": "4904435",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PEYMAN MORTEZA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 5,
      "difficulty": 3.25,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2612724",
      "source_url": "https://www.ratemyprofessors.com/professor/2612724",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:11:56.254690+00:00",
      "courses": {
        "course_834bc468ca49d8090d0f211f": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1dae8ec78980ea57dc44f5c9": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_de12e29109d0c90ee086fcec": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.8830714862888294,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.254,
      "graded": 678,
      "counts": [
        248,
        145,
        150,
        64,
        37,
        23,
        11
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/PEYMAN_MORTEZA"
  },
  {
    "instructor_uid": "instructor_1f5d168396278931b444b48c",
    "source": "madgrades",
    "source_instructor_id": "6043085",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARC RENAULT",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 168,
      "quality": 2.33,
      "difficulty": 4.2,
      "quality_count": 168,
      "difficulty_count": 168,
      "profile_id": "rmp:2316450",
      "source_url": "https://www.ratemyprofessors.com/professor/2316450",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:21:19.997838+00:00",
      "courses": {
        "course_de12e29109d0c90ee086fcec": {
          "review_count": 124,
          "quality": 1.77,
          "difficulty": 4.5,
          "quality_count": 124,
          "difficulty_count": 124
        },
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 6,
          "quality": 2.33,
          "difficulty": 3.67,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_9b1d5f832c492d1c4a3ce19c": {
          "review_count": 35,
          "quality": 4.09,
          "difficulty": 3.23,
          "quality_count": 35,
          "difficulty_count": 35
        },
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.4714559344198506,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.991,
      "graded": 6001,
      "counts": [
        1629,
        991,
        1438,
        788,
        649,
        383,
        123
      ],
      "sections": 49
    },
    "instructor_url": "/instructors/MARC_RENAULT--instructor_1f5d168396278931b444b48c"
  },
  {
    "instructor_uid": "instructor_208d8d337645e7565eb46933",
    "source": "madgrades",
    "source_instructor_id": "5339915",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL O'NEILL",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.486,
      "graded": 141,
      "counts": [
        69,
        25,
        34,
        8,
        3,
        0,
        2
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/MICHAEL_ONEILL"
  },
  {
    "instructor_uid": "instructor_75ddfc6d3571563984bbdacf",
    "source": "madgrades",
    "source_instructor_id": "6216312",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HEMANT CHINCHORE",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/HEMANT_CHINCHORE"
  },
  {
    "instructor_uid": "instructor_7cff0035fd15d5040c297090",
    "source": "madgrades",
    "source_instructor_id": "5052480",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KYLE KLASSY",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/KYLE_KLASSY"
  },
  {
    "instructor_uid": "instructor_902925e12a3aaed6b6dc97e5",
    "source": "madgrades",
    "source_instructor_id": "6210553",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHANMATHI NATARAJAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/SHANMATHI_NATARAJAN--instructor_902925e12a3aaed6b6dc97e5"
  },
  {
    "instructor_uid": "instructor_fdd4be08d9eabb98784c0024",
    "source": "madgrades",
    "source_instructor_id": "115214",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL SWIFT",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 19,
      "quality": 3.95,
      "difficulty": 4,
      "quality_count": 19,
      "difficulty_count": 19,
      "profile_id": "rmp:1072363",
      "source_url": "https://www.ratemyprofessors.com/professor/1072363",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:30.356736+00:00",
      "courses": {
        "course_79e5479d9eb1286e8642b399": {
          "review_count": 16,
          "quality": 3.88,
          "difficulty": 3.94,
          "quality_count": 16,
          "difficulty_count": 16
        },
        "course_92044dcea97b04bfee427edf": {
          "review_count": 3,
          "quality": 4.33,
          "difficulty": 4.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.80112091463928,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.45,
      "graded": 1866,
      "counts": [
        748,
        612,
        271,
        125,
        79,
        21,
        10
      ],
      "sections": 160
    },
    "instructor_url": "/instructors/MICHAEL_SWIFT--instructor_fdd4be08d9eabb98784c0024"
  },
  {
    "instructor_uid": "instructor_31b8539bffc096446327a41d",
    "source": "madgrades",
    "source_instructor_id": "5856982",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LUKE SWANSON",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 3.75,
      "difficulty": 2.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2683772",
      "source_url": "https://www.ratemyprofessors.com/professor/2683772",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:22:28.837920+00:00",
      "courses": {
        "course_37a551eb9007bebe6a41c6b3": {
          "review_count": 4,
          "quality": 3.75,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.6747381529554963,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/LUKE_SWANSON--instructor_31b8539bffc096446327a41d"
  },
  {
    "instructor_uid": "instructor_5f27293890df0360cbe7fdf5",
    "source": "madgrades",
    "source_instructor_id": "6249944",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BETHANY SCHMELING",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/BETHANY_SCHMELING"
  },
  {
    "instructor_uid": "instructor_533b97505e4e976b622f195e",
    "source": "madgrades",
    "source_instructor_id": "3467904",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LAURA LEGAULT",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 45,
      "quality": 4.09,
      "difficulty": 2.89,
      "quality_count": 45,
      "difficulty_count": 45,
      "profile_id": "rmp:1856181",
      "source_url": "https://www.ratemyprofessors.com/professor/1856181",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:24:10.140255+00:00",
      "courses": {
        "course_28c3390ba944d49fd17f7c72": {
          "review_count": 12,
          "quality": 3.42,
          "difficulty": 3.08,
          "quality_count": 12,
          "difficulty_count": 12
        },
        "course_451e04263559a1194fd692f0": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.957595625706645,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.391,
      "graded": 4369,
      "counts": [
        1728,
        1157,
        966,
        246,
        129,
        83,
        60
      ],
      "sections": 42
    },
    "instructor_url": "/instructors/LAURA_LEGAULT"
  },
  {
    "instructor_uid": "instructor_55d7d313bf198f413f6a2f60",
    "source": "madgrades",
    "source_instructor_id": "6292310",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ZIYI ZHANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.417,
      "graded": 731,
      "counts": [
        334,
        148,
        145,
        45,
        46,
        4,
        9
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/ZIYI_ZHANG"
  },
  {
    "instructor_uid": "instructor_b2baa6eb84b1741dc3592e4d",
    "source": "madgrades",
    "source_instructor_id": "6101352",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YOUNG WU",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 48,
      "quality": 2.6,
      "difficulty": 3.54,
      "quality_count": 48,
      "difficulty_count": 48,
      "profile_id": "rmp:2510986",
      "source_url": "https://www.ratemyprofessors.com/professor/2510986",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:57:31.649346+00:00",
      "courses": {
        "course_e0f984e8747ee9ccaba16d75": {
          "review_count": 29,
          "quality": 2.45,
          "difficulty": 3.72,
          "quality_count": 29,
          "difficulty_count": 29
        },
        "course_1dae8ec78980ea57dc44f5c9": {
          "review_count": 9,
          "quality": 2.11,
          "difficulty": 3.78,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_de12e29109d0c90ee086fcec": {
          "review_count": 3,
          "quality": 2.33,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 2.9116722892784104,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.479,
      "graded": 1523,
      "counts": [
        781,
        308,
        249,
        93,
        46,
        25,
        21
      ],
      "sections": 22
    },
    "instructor_url": "/instructors/YOUNG_WU--instructor_b2baa6eb84b1741dc3592e4d"
  },
  {
    "instructor_uid": "instructor_b59514dbc9a63d9bb4ee8f86",
    "source": "madgrades",
    "source_instructor_id": "6185965",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHELLE JENSEN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.355,
      "graded": 1504,
      "counts": [
        567,
        393,
        348,
        94,
        45,
        33,
        24
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/MICHELLE_JENSEN"
  },
  {
    "instructor_uid": "instructor_c6356d47f3e8baf96e13074b",
    "source": "madgrades",
    "source_instructor_id": "4111767",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TYLER CARAZA-HARTER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 43,
      "quality": 2.4,
      "difficulty": 3.79,
      "quality_count": 43,
      "difficulty_count": 43,
      "profile_id": "rmp:2950714",
      "source_url": "https://www.ratemyprofessors.com/professor/2950714",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:00.271485+00:00",
      "courses": {
        "course_4c46b17e9b3f9a4f2ed9a0e9": {
          "review_count": 43,
          "quality": 2.4,
          "difficulty": 3.79,
          "quality_count": 43,
          "difficulty_count": 43
        }
      },
      "bayesian_quality": 2.799900248744951,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.387,
      "graded": 3443,
      "counts": [
        1454,
        780,
        704,
        313,
        87,
        47,
        58
      ],
      "sections": 31
    },
    "instructor_url": "/instructors/TYLER_CARAZA-HARTER--instructor_c6356d47f3e8baf96e13074b"
  },
  {
    "instructor_uid": "instructor_59c84201597a7deeeb214791",
    "source": "madgrades",
    "source_instructor_id": "6376244",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YIYIN SHEN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 13,
      "quality": 2.62,
      "difficulty": 3.08,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:2930244",
      "source_url": "https://www.ratemyprofessors.com/professor/2930244",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:57:39.943117+00:00",
      "courses": {
        "course_6e524f2d6f14b4e14c7ac770": {
          "review_count": 3,
          "quality": 4.33,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_1dae8ec78980ea57dc44f5c9": {
          "review_count": 10,
          "quality": 2.1,
          "difficulty": 3.1,
          "quality_count": 10,
          "difficulty_count": 10
        }
      },
      "bayesian_quality": 3.250112596088846,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.381,
      "graded": 1201,
      "counts": [
        455,
        326,
        280,
        68,
        37,
        15,
        20
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/YIYIN_SHEN"
  },
  {
    "instructor_uid": "instructor_60d4517a28faddfd38e9b1c3",
    "source": "madgrades",
    "source_instructor_id": "6353871",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CALEB RASCHKA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 2.903,
      "graded": 145,
      "counts": [
        23,
        33,
        42,
        15,
        20,
        10,
        2
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/CALEB_RASCHKA--instructor_60d4517a28faddfd38e9b1c3"
  },
  {
    "instructor_uid": "instructor_936cdb26a5aba1265cc76fd5",
    "source": "madgrades",
    "source_instructor_id": "3466264",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES WILLIAMS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.262,
      "graded": 7022,
      "counts": [
        2878,
        1338,
        1380,
        563,
        468,
        225,
        170
      ],
      "sections": 48
    },
    "instructor_url": "/instructors/JAMES_WILLIAMS"
  },
  {
    "instructor_uid": "instructor_023925c6b09270395957c2cc",
    "source": "madgrades",
    "source_instructor_id": "6549907",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GUY THAMPAKKUL",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.152,
      "graded": 443,
      "counts": [
        115,
        107,
        133,
        40,
        23,
        17,
        8
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/GUY_THAMPAKKUL"
  },
  {
    "instructor_uid": "instructor_402c5e1526ed25ff5ab4777d",
    "source": "enrollment",
    "source_instructor_id": "ltoliphant",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Louis Oliphant",
    "email": "LTOLIPHANT@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": 42,
      "quality": 3.83,
      "difficulty": 3.52,
      "quality_count": 42,
      "difficulty_count": 42,
      "profile_id": "rmp:2965334",
      "source_url": "https://www.ratemyprofessors.com/professor/2965334",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:22:44.180256+00:00",
      "courses": {
        "course_834bc468ca49d8090d0f211f": {
          "review_count": 20,
          "quality": 4.1,
          "difficulty": 3,
          "quality_count": 20,
          "difficulty_count": 20
        },
        "course_79e5479d9eb1286e8642b399": {
          "review_count": 22,
          "quality": 3.59,
          "difficulty": 4,
          "quality_count": 22,
          "difficulty_count": 22
        }
      },
      "bayesian_quality": 3.7750599301763215,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/LOUIS_OLIPHANT"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "JAMES SKRENTNY"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 22,
    "no_credit": 1,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 23,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "JAMES SKRENTNY"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 39,
    "no_credit": 5,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 44,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "KAREN S. MILLER"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 21,
    "no_credit": 1,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "KAREN S. MILLER"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 31,
    "no_credit": 4,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 35,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Beck Hasti"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 32,
    "no_credit": 3,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 35,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "KAREN S. MILLER"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 34,
    "no_credit": 5,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "KAREN S. MILLER"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 31,
    "no_credit": 2,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 33,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "KAREN S. MILLER"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 33,
    "no_credit": 2,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 36,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Beck Hasti",
      "NICHOLAS LEROY"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 62,
    "no_credit": 18,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 80,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "Beck Hasti",
      "NICHOLAS LEROY"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 54,
    "no_credit": 7,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 62,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Beck Hasti",
      "DEBRA DEPPELER",
      "NICHOLAS LEROY",
      "TIMOTHY CARTWRIGHT"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 137,
    "no_credit": 30,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 169,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Beck Hasti",
      "DEBRA DEPPELER",
      "SRINIVASAN THIRUNARAYANAN",
      "TIMOTHY CARTWRIGHT"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 118,
    "no_credit": 20,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 138,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "ALAN DE SMET",
      "Beck Hasti",
      "JAMES SKRENTNY",
      "TIMOTHY CARTWRIGHT"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 116,
    "no_credit": 26,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 142,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "JAMES SKRENTNY"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 60,
    "no_credit": 8,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 68,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "Beck Hasti",
      "JAMES SKRENTNY"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 95,
    "no_credit": 6,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 101,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Andrew Kuemmel"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 60,
    "no_credit": 5,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 65,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Beck Hasti",
      "MOHAMMED ANSARI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 114,
    "no_credit": 4,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 118,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Beck Hasti",
      "ERIK WRIGHT"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 74,
    "no_credit": 6,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 81,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "OKAN AKALIN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 88,
    "no_credit": 15,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 103,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Beck Hasti",
      "DEBRA DEPPELER",
      "ERIK WRIGHT"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 185,
    "no_credit": 25,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 210,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "ADALBERT GERALD SOOSAI RAJ"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 86,
    "no_credit": 16,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 102,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Beck Hasti",
      "CHANGSOK SUNG"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 142,
    "no_credit": 2,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 145,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "CHANGSOK SUNG"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 96,
    "no_credit": 10,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 106,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Andrew Kuemmel",
      "Michael Doescher"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 123,
    "no_credit": 9,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 132,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Michael Doescher"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 102,
    "no_credit": 8,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 110,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "ALEXANDER BROOKS",
      "Michael Doescher"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 142,
    "no_credit": 6,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 148,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Michael Doescher"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 90,
    "no_credit": 2,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 92,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "HEMANT CHINCHORE",
      "KYLE KLASSY",
      "MICHAEL O'NEILL",
      "Marc Renault",
      "Michael Swift",
      "PEYMAN MORTEZA",
      "SHANMATHI NATARAJAN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 169,
    "no_credit": 12,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 181,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Michael Doescher"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 76,
    "no_credit": 5,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 81,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "BETHANY SCHMELING",
      "LUKE SWANSON",
      "Michael Swift"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 71,
    "no_credit": 5,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 76,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "LAURA LEGAULT",
      "Marc Renault",
      "Young Wu",
      "ZIYI ZHANG"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 208,
    "no_credit": 11,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 219,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Andrew Kuemmel",
      "LAURA LEGAULT",
      "PEYMAN MORTEZA"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 149,
    "no_credit": 11,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 160,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "LAURA LEGAULT",
      "PEYMAN MORTEZA"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 157,
    "no_credit": 12,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 169,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "LAURA LEGAULT",
      "MICHELLE JENSEN",
      "PEYMAN MORTEZA"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 101,
    "no_credit": 5,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 106,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "LAURA LEGAULT",
      "MICHELLE JENSEN",
      "PEYMAN MORTEZA",
      "Tyler Caraza-Harter"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 163,
    "no_credit": 14,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 177,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "CALEB RASCHKA",
      "LAURA LEGAULT",
      "YIYIN SHEN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 111,
    "no_credit": 8,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 119,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Andrew Kuemmel",
      "LAURA LEGAULT",
      "Young Wu"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 165,
    "no_credit": 4,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 169,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "JAMES WILLIAMS"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 8,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "COMPSCI 368"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "COMPSCI 368",
    "course_uid": "course_37a551eb9007bebe6a41c6b3",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Beck Hasti",
      "GUY THAMPAKKUL",
      "JAMES WILLIAMS"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 79,
    "no_credit": 3,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 85,
    "source_aliases": [
      "COMPSCI 368"
    ]
  }
]
```

### statistics

#### graded

0

#### counts

* 0
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_37a551eb9007bebe6a41c6b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_37a551eb9007bebe6a41c6b3-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_37a551eb9007bebe6a41c6b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_37a551eb9007bebe6a41c6b3-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_37a551eb9007bebe6a41c6b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_37a551eb9007bebe6a41c6b3-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_37a551eb9007bebe6a41c6b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_37a551eb9007bebe6a41c6b3-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_37a551eb9007bebe6a41c6b3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_37a551eb9007bebe6a41c6b3-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.
