# ACTSCI 300: Probability for Actuaries | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ACTSCI_300)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

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

### built at

2026-09-10T23:19:01.870283+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

bab366699dc64d5a7ee60590d9b3f47a8e692c930e688686487030801fa506a3

### course id

ACTSCI 300

### course uid

course\_d5c3b831cc97e1d5bef0f5ff

### catalog version id

d59c08d93cb1705c7fa2b1f3c485b387fb9a367fabdfd811359caa3a5c43cb51

### course number

300

### subjects

* ACTSCI

### title

PROBABILITY FOR ACTUARIES

### description

Develop a knowledge of fundamental mathematical tools for quantitatively assessing risk. Emphasize the applications of these tools to problems encountered in actuarial science.

### requirements text

(STAT/​MATH  309,MATH 331,STAT 333,340, or concurrent enrollment), or declared in undergraduate Business Exchange program. Not open to graduate/professional students.

### credits min

1

### credits max

1

### credit offering ids

* 1272:242:021357

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

7e74dd3c062324a7e1cb76dbf7d03ab70fffb56f371a46332890a53cddf97f11

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Probability for Actuaries teaches fundamental mathematical tools for quantitatively assessing risk and applying them to actuarial science problems.

### llm topics

* Mathematical tools for risk assessment
* Actuarial science applications

### llm skills

* Quantitative risk assessment
* Application of mathematical tools to actuarial problems

### llm assumed background

* Foundational probability theory and statistical distributions
* Regression analysis and data modeling techniques

### llm search phrases

* actuarial risk assessment probability
* probability for actuaries course
* MATH STAT 309 probability statistics
* STAT 333 regression analysis
* STAT 340 data science modeling

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

955e5664b9f82e89c4e49b4fb0be4d57ce00ff481550309939f4c57db0626985

#### course id

ACTSCI 300

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_c6effbe874feca614e46f646",
    "message": "No course-specific reviews available",
    "name": "Gordon Enderle",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_3508804c3639fcfd0ab68610",
    "message": "No course-specific reviews available",
    "name": "Margie Rosenberg",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2329429",
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of Doug Bujakowski: The class is easy, but students recommend studying consistently rather than cramming because the material is extensive.

```json
{
  "citations": [
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2015-03-02 13:44:49 +0000 UTC",
      "review_id": "72467304dace54b0c1f5ffc6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI0NDI0NDEy",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Doug Bujakowski: Doug Bujakowski is praised as a clear, organized, and engaging lecturer who makes the class enjoyable. Reviewers note he covers extensive material efficiently and fosters a good learning environment. His teaching is associated with high quality ratings and positive student experiences.

```json
{
  "citations": [
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2015-03-02 13:44:49 +0000 UTC",
      "review_id": "72467304dace54b0c1f5ffc6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI0NDI0NDEy",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    },
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2015-04-08 16:48:41 +0000 UTC",
      "review_id": "09800d87abf4d07d352248e1",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI0NTYzNDI3",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    },
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2017-12-04 21:51:25 +0000 UTC",
      "review_id": "085447806cb9763f735a3dfc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI5MDQwNjcy",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Historical reviews of Doug Bujakowski: Doug Bujakowski is a clear, engaging lecturer who makes the class enjoyable, though lectures are long due to the volume of material covered in a short time.

```json
{
  "citations": [
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2015-03-02 13:44:49 +0000 UTC",
      "review_id": "72467304dace54b0c1f5ffc6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI0NDI0NDEy",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    },
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2015-04-08 16:48:41 +0000 UTC",
      "review_id": "09800d87abf4d07d352248e1",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI0NTYzNDI3",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    },
    {
      "instructor_name": "Doug Bujakowski",
      "review_date": "2017-12-04 21:51:25 +0000 UTC",
      "review_id": "085447806cb9763f735a3dfc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1960087",
      "source_review_id": "UmF0aW5nLTI5MDQwNjcy",
      "source_url": "https://www.ratemyprofessors.com/professor/1960087",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2019: 3.91 GPA, 95.7% A/AB (n=46 letter grades); Fall 2019: 3.91 GPA, 100.0% A/AB (n=11 letter grades); Spring 2020: 3.93 GPA, 97.6% A/AB (n=42 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1204",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Gee Lee describe a fast-paced lecture style that can leave students feeling lost, despite his willingness to help.

```json
{
  "citations": [
    {
      "instructor_name": "Gee Lee",
      "review_date": "2016-05-09 17:33:19 +0000 UTC",
      "review_id": "60fbfb6ae2a832414f4cbc9e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2141605",
      "source_review_id": "UmF0aW5nLTI2NTE2MjQy",
      "source_url": "https://www.ratemyprofessors.com/professor/2141605",
      "type": "review"
    },
    {
      "instructor_name": "Gee Lee",
      "review_date": "2017-01-18 20:22:04 +0000 UTC",
      "review_id": "6286d9a0ffb7aea665b54bc9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2141605",
      "source_review_id": "UmF0aW5nLTI3NzUxMzk0",
      "source_url": "https://www.ratemyprofessors.com/professor/2141605",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DOUGLAS BUJAKOWSKI is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    }
  ]
}
```

GEE LEE is recorded teaching in Fall 2015, Spring 2016, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ACTSCI 300",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
      "source_record": {
        "entity_id": "e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3",
      "n4",
      "n5"
    ],
    "condition": null,
    "course": null,
    "evidence": "(STAT/MATH 309,MATH 331,STAT 333,340, or concurrent enrollment), or declared in undergraduate Business Exchange program.",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 309,
      "minimum_grade": null,
      "subjects": [
        "MATH",
        "STAT"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "STAT/MATH 309",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 331,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "MATH 331",
    "id": "n2",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 333,
      "minimum_grade": null,
      "subjects": [
        "STAT"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "STAT 333",
    "id": "n3",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 340,
      "minimum_grade": null,
      "subjects": [
        "STAT"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "340",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "declared in undergraduate Business Exchange program",
    "course": null,
    "evidence": "declared in undergraduate Business Exchange program",
    "id": "n5",
    "kind": "condition"
  }
]
```

#### notes

* The phrase 'or concurrent enrollment' applies to the list of courses (STAT/MATH 309, MATH 331, STAT 333, 340).
* The reference '340' is assumed to be STAT 340 based on context.
* The exclusion 'Not open to graduate/professional students' is a global constraint on the course offering, not a prerequisite condition for enrollment in the graph structure, so it is not included as a prerequisite node.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_c6effbe874feca614e46f646",
    "source": "enrollment",
    "source_instructor_id": "genderle",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Gordon Enderle",
    "email": "GENDERLE@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/GORDON_ENDERLE"
  },
  {
    "instructor_uid": "instructor_3508804c3639fcfd0ab68610",
    "source": "enrollment",
    "source_instructor_id": "marosenb",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Margie Rosenberg",
    "email": "MROSENBERG@BUS.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": 4,
      "quality": 4.25,
      "difficulty": 4,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2329429",
      "source_url": "https://www.ratemyprofessors.com/professor/2329429",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:43.914376+00:00",
      "courses": {
        "course_06b63a2bd77811b0eec7bbab": {
          "review_count": 3,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_cf57ee176273b438b9f1adc9": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7580714862888294,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MARGIE_ROSENBERG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:242:021357",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1272",
    "source_course_id": "021357",
    "source_subject_id": "242",
    "title": "Probability for Actuaries",
    "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:1272:19310",
    "term_id": "1272",
    "source_section_id": "19310",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 40,
    "enrolled": 20,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:33211",
    "term_id": "1272",
    "source_section_id": "33211",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 40,
    "enrolled": 21,
    "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_1bc83c854b968d9486432407",
    "source": "madgrades",
    "source_instructor_id": "654739",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KIRK PETER",
    "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": 56,
      "quality": 4.82,
      "difficulty": 3.12,
      "quality_count": 56,
      "difficulty_count": 56,
      "profile_id": "rmp:917965",
      "source_url": "https://www.ratemyprofessors.com/professor/917965",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:25:43.192996+00:00",
      "courses": {
        "course_0dc2eef4cc55721b49c22e15": {
          "review_count": 18,
          "quality": 4.72,
          "difficulty": 2.78,
          "quality_count": 18,
          "difficulty_count": 18
        },
        "course_70e9892ee38d8e6852d59a7d": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.514654153564893,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.352,
      "graded": 3894,
      "counts": [
        1587,
        897,
        708,
        366,
        214,
        98,
        24
      ],
      "sections": 128
    },
    "instructor_url": "/instructors/KIRK_PETER--instructor_1bc83c854b968d9486432407"
  },
  {
    "instructor_uid": "instructor_d61bed607171514ce7d5218f",
    "source": "madgrades",
    "source_instructor_id": "1630556",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JIE GAO",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.912,
      "graded": 34,
      "counts": [
        31,
        0,
        3,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/JIE_GAO--instructor_d61bed607171514ce7d5218f"
  },
  {
    "instructor_uid": "instructor_5217fc21c238a5fae9262ddf",
    "source": "madgrades",
    "source_instructor_id": "3800534",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PENG SHI",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 3,
      "quality": 4.33,
      "difficulty": 2.33,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:1877077",
      "source_url": "https://www.ratemyprofessors.com/professor/1877077",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:10.449164+00:00",
      "courses": {
        "course_874e30b1d4fa32884aa74250": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_2df2f7477ed071a49c40488a": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7471180726492133,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.377,
      "graded": 999,
      "counts": [
        344,
        322,
        173,
        115,
        28,
        8,
        9
      ],
      "sections": 56
    },
    "instructor_url": "/instructors/PENG_SHI--instructor_5217fc21c238a5fae9262ddf"
  },
  {
    "instructor_uid": "instructor_9b1bda6d594bfa782dec67b3",
    "source": "madgrades",
    "source_instructor_id": "4135152",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUNJIE SUN",
    "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": 3.934,
      "graded": 244,
      "counts": [
        225,
        11,
        4,
        3,
        1,
        0,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/YUNJIE_SUN--instructor_9b1bda6d594bfa782dec67b3"
  },
  {
    "instructor_uid": "instructor_68fffba0fa041a5ede630afa",
    "source": "madgrades",
    "source_instructor_id": "4458199",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LAURENT HUBER",
    "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": 3.956,
      "graded": 34,
      "counts": [
        32,
        1,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/LAURENT_HUBER"
  },
  {
    "instructor_uid": "instructor_c9a2fc105d3b4c40accee83f",
    "source": "madgrades",
    "source_instructor_id": "4727878",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARC-ANDR? DESROSIERS",
    "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": 3.908,
      "graded": 196,
      "counts": [
        176,
        6,
        12,
        2,
        0,
        0,
        0
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/MARC-ANDR%3F_DESROSIERS--instructor_c9a2fc105d3b4c40accee83f"
  },
  {
    "instructor_uid": "instructor_24cd893d9e4906ea7e4951b7",
    "source": "madgrades",
    "source_instructor_id": "4919850",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DOUGLAS BUJAKOWSKI",
    "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": 3.93,
      "graded": 314,
      "counts": [
        282,
        25,
        3,
        3,
        1,
        0,
        0
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/DOUGLAS_BUJAKOWSKI--instructor_24cd893d9e4906ea7e4951b7"
  },
  {
    "instructor_uid": "instructor_a399f8d85aff77116ce39ee5",
    "source": "madgrades",
    "source_instructor_id": "3097849",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GEE LEE",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 3,
      "quality": 3.33,
      "difficulty": 3,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:2141605",
      "source_url": "https://www.ratemyprofessors.com/professor/2141605",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:34.551096+00:00",
      "courses": {
        "course_d5c3b831cc97e1d5bef0f5ff": {
          "review_count": 3,
          "quality": 3.33,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.6166832900405175,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.932,
      "graded": 292,
      "counts": [
        265,
        16,
        9,
        2,
        0,
        0,
        0
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/GEE_LEE"
  },
  {
    "instructor_uid": "instructor_e4f5592240f3842b75761704",
    "source": "madgrades",
    "source_instructor_id": "4896421",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUNHAO LIU",
    "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": 3.94,
      "graded": 50,
      "counts": [
        46,
        2,
        2,
        0,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/JUNHAO_LIU--instructor_e4f5592240f3842b75761704"
  },
  {
    "instructor_uid": "instructor_4ac5a7b321722fc1caa0f4e7",
    "source": "madgrades",
    "source_instructor_id": "5538583",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADOLPH OKINE",
    "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": 3.7,
      "graded": 50,
      "counts": [
        32,
        8,
        8,
        2,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/ADOLPH_OKINE"
  },
  {
    "instructor_uid": "instructor_ad9d593f8d9fd42d8e4bf1bd",
    "source": "madgrades",
    "source_instructor_id": "6115147",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "XIAOCHEN JING",
    "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": 3.925,
      "graded": 53,
      "counts": [
        46,
        6,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/XIAOCHEN_JING--instructor_ad9d593f8d9fd42d8e4bf1bd"
  },
  {
    "instructor_uid": "instructor_a543224f2b400e44d06c4237",
    "source": "madgrades",
    "source_instructor_id": "553148",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL JOHNSON",
    "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": 15,
      "quality": 3.8,
      "difficulty": 3.67,
      "quality_count": 15,
      "difficulty_count": 15,
      "profile_id": "rmp:2067033",
      "source_url": "https://www.ratemyprofessors.com/professor/2067033",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:31.391967+00:00",
      "courses": {
        "course_d5c3b831cc97e1d5bef0f5ff": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_201b25ecc8a2ddee30b320c8": {
          "review_count": 3,
          "quality": 4,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_9f3d31814669db24532fa2c2": {
          "review_count": 8,
          "quality": 3.75,
          "difficulty": 4.12,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_969e3f1b5c6d33d8965c5c9b": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_cf57ee176273b438b9f1adc9": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.719820447740912,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.191,
      "graded": 1670,
      "counts": [
        498,
        341,
        485,
        158,
        130,
        34,
        24
      ],
      "sections": 61
    },
    "instructor_url": "/instructors/PAUL_JOHNSON--instructor_a543224f2b400e44d06c4237"
  },
  {
    "instructor_uid": "instructor_9aba51a1b7155538e49aa5f2",
    "source": "madgrades",
    "source_instructor_id": "6644999",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YANIEL RIVERA VEGA",
    "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/YANIEL_RIVERA_VEGA--instructor_9aba51a1b7155538e49aa5f2"
  },
  {
    "instructor_uid": "instructor_3508804c3639fcfd0ab68610",
    "source": "enrollment",
    "source_instructor_id": "marosenb",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Margie Rosenberg",
    "email": "MROSENBERG@BUS.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": 4,
      "quality": 4.25,
      "difficulty": 4,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2329429",
      "source_url": "https://www.ratemyprofessors.com/professor/2329429",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:43.914376+00:00",
      "courses": {
        "course_06b63a2bd77811b0eec7bbab": {
          "review_count": 3,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_cf57ee176273b438b9f1adc9": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7580714862888294,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MARGIE_ROSENBERG"
  },
  {
    "instructor_uid": "instructor_c6effbe874feca614e46f646",
    "source": "enrollment",
    "source_instructor_id": "genderle",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Gordon Enderle",
    "email": "GENDERLE@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/GORDON_ENDERLE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "JIE GAO",
      "Kirk Peter"
    ],
    "a": 48,
    "ab": 1,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 52,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "Kirk Peter",
      "Peng Shi"
    ],
    "a": 49,
    "ab": 0,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 50,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "Peng Shi"
    ],
    "a": 36,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 38,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "YUNJIE SUN"
    ],
    "a": 26,
    "ab": 2,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 29,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "YUNJIE SUN"
    ],
    "a": 32,
    "ab": 2,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 35,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "LAURENT HUBER"
    ],
    "a": 32,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 34,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "YUNJIE SUN"
    ],
    "a": 50,
    "ab": 1,
    "b": 1,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 54,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "YUNJIE SUN"
    ],
    "a": 45,
    "ab": 2,
    "b": 3,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 52,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "YUNJIE SUN"
    ],
    "a": 72,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 76,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "MARC-ANDR? DESROSIERS"
    ],
    "a": 48,
    "ab": 3,
    "b": 1,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 54,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "MARC-ANDR? DESROSIERS"
    ],
    "a": 54,
    "ab": 2,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 58,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "MARC-ANDR? DESROSIERS"
    ],
    "a": 44,
    "ab": 0,
    "b": 5,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 50,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "DOUGLAS BUJAKOWSKI"
    ],
    "a": 44,
    "ab": 4,
    "b": 1,
    "bc": 3,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 53,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "MARC-ANDR? DESROSIERS"
    ],
    "a": 30,
    "ab": 1,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 35,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "DOUGLAS BUJAKOWSKI"
    ],
    "a": 45,
    "ab": 9,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 55,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "DOUGLAS BUJAKOWSKI"
    ],
    "a": 53,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 58,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "DOUGLAS BUJAKOWSKI"
    ],
    "a": 79,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 84,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "DOUGLAS BUJAKOWSKI"
    ],
    "a": 61,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 66,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "GEE LEE"
    ],
    "a": 56,
    "ab": 6,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 63,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "GEE LEE"
    ],
    "a": 61,
    "ab": 2,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 66,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "GEE LEE"
    ],
    "a": 70,
    "ab": 4,
    "b": 4,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 79,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "JUNHAO LIU"
    ],
    "a": 46,
    "ab": 2,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 50,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "ADOLPH OKINE"
    ],
    "a": 32,
    "ab": 8,
    "b": 8,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 50,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Kirk Peter"
    ],
    "a": 23,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 24,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Kirk Peter"
    ],
    "a": 40,
    "ab": 4,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 46,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "XIAOCHEN JING"
    ],
    "a": 9,
    "ab": 2,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "XIAOCHEN JING"
    ],
    "a": 37,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "XIAOCHEN JING"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 17,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 17,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 17,
    "no_credit": 1,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 18,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 42,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 10,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 39,
    "no_credit": 1,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Kirk Peter"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 19,
    "no_credit": 2,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Kirk Peter"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 32,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Kirk Peter"
    ],
    "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": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Kirk Peter"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 28,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 28,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Paul Johnson",
      "YANIEL RIVERA VEGA"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 34,
    "no_credit": 1,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 35,
    "source_aliases": [
      "ACTSCI 300"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACTSCI 300",
    "course_uid": "course_d5c3b831cc97e1d5bef0f5ff",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Paul Johnson"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 42,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "ACTSCI 300"
    ]
  }
]
```

### statistics

#### gpa

3.92

#### graded

1358

#### counts

* 1222
* 77
* 43
* 13
* 2
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d5c3b831cc97e1d5bef0f5ff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d5c3b831cc97e1d5bef0f5ff-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d5c3b831cc97e1d5bef0f5ff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d5c3b831cc97e1d5bef0f5ff-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d5c3b831cc97e1d5bef0f5ff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d5c3b831cc97e1d5bef0f5ff-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d5c3b831cc97e1d5bef0f5ff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d5c3b831cc97e1d5bef0f5ff-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d5c3b831cc97e1d5bef0f5ff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d5c3b831cc97e1d5bef0f5ff-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_24cd893d9e4906ea7e4951b7",
    "name": "DOUGLAS BUJAKOWSKI",
    "count": 314,
    "terms": [
      {
        "term": "1132",
        "count": 52,
        "sections": 2,
        "gpa": 3.855769230769231
      },
      {
        "term": "1142",
        "count": 54,
        "sections": 2,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1144",
        "count": 58,
        "sections": 2,
        "gpa": 3.9224137931034484
      },
      {
        "term": "1152",
        "count": 84,
        "sections": 2,
        "gpa": 3.9642857142857144
      },
      {
        "term": "1154",
        "count": 66,
        "sections": 2,
        "gpa": 3.962121212121212
      }
    ]
  },
  {
    "uid": "instructor_9b1bda6d594bfa782dec67b3",
    "name": "YUNJIE SUN",
    "count": 244,
    "terms": [
      {
        "term": "1084",
        "count": 29,
        "sections": 1,
        "gpa": 3.913793103448276
      },
      {
        "term": "1092",
        "count": 34,
        "sections": 1,
        "gpa": 3.9705882352941178
      },
      {
        "term": "1102",
        "count": 54,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1104",
        "count": 51,
        "sections": 1,
        "gpa": 3.8823529411764706
      },
      {
        "term": "1112",
        "count": 76,
        "sections": 2,
        "gpa": 3.973684210526316
      }
    ]
  },
  {
    "uid": "instructor_a399f8d85aff77116ce39ee5",
    "name": "GEE LEE",
    "count": 208,
    "terms": [
      {
        "term": "1162",
        "count": 63,
        "sections": 2,
        "gpa": 3.9365079365079363
      },
      {
        "term": "1164",
        "count": 66,
        "sections": 2,
        "gpa": 3.9318181818181817
      },
      {
        "term": "1172",
        "count": 79,
        "sections": 2,
        "gpa": 3.9050632911392404
      }
    ]
  },
  {
    "uid": "instructor_c9a2fc105d3b4c40accee83f",
    "name": "MARC-ANDR? DESROSIERS",
    "count": 196,
    "terms": [
      {
        "term": "1114",
        "count": 53,
        "sections": 2,
        "gpa": 3.9245283018867925
      },
      {
        "term": "1122",
        "count": 58,
        "sections": 2,
        "gpa": 3.9482758620689653
      },
      {
        "term": "1124",
        "count": 50,
        "sections": 2,
        "gpa": 3.87
      },
      {
        "term": "1134",
        "count": 35,
        "sections": 2,
        "gpa": 3.8714285714285714
      }
    ]
  },
  {
    "uid": "instructor_1bc83c854b968d9486432407",
    "name": "KIRK PETER",
    "count": 116,
    "terms": [
      {
        "term": "1072",
        "count": 18,
        "sections": 1,
        "gpa": 3.9722222222222223
      },
      {
        "term": "1074",
        "count": 28,
        "sections": 1,
        "gpa": 3.9464285714285716
      },
      {
        "term": "1192",
        "count": 24,
        "sections": 1,
        "gpa": 3.9791666666666665
      },
      {
        "term": "1194",
        "count": 46,
        "sections": 2,
        "gpa": 3.9130434782608696
      }
    ]
  },
  {
    "uid": "instructor_5217fc21c238a5fae9262ddf",
    "name": "PENG SHI",
    "count": 59,
    "terms": [
      {
        "term": "1074",
        "count": 22,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1082",
        "count": 37,
        "sections": 1,
        "gpa": 3.891891891891892
      }
    ]
  },
  {
    "uid": "instructor_ad9d593f8d9fd42d8e4bf1bd",
    "name": "XIAOCHEN JING",
    "count": 53,
    "terms": [
      {
        "term": "1202",
        "count": 11,
        "sections": 1,
        "gpa": 3.909090909090909
      },
      {
        "term": "1204",
        "count": 42,
        "sections": 2,
        "gpa": 3.9285714285714284
      }
    ]
  },
  {
    "uid": "instructor_4ac5a7b321722fc1caa0f4e7",
    "name": "ADOLPH OKINE",
    "count": 50,
    "terms": [
      {
        "term": "1184",
        "count": 50,
        "sections": 2,
        "gpa": 3.7
      }
    ]
  },
  {
    "uid": "instructor_e4f5592240f3842b75761704",
    "name": "JUNHAO LIU",
    "count": 50,
    "terms": [
      {
        "term": "1174",
        "count": 50,
        "sections": 2,
        "gpa": 3.94
      }
    ]
  },
  {
    "uid": "instructor_68fffba0fa041a5ede630afa",
    "name": "LAURENT HUBER",
    "count": 34,
    "terms": [
      {
        "term": "1094",
        "count": 34,
        "sections": 1,
        "gpa": 3.9558823529411766
      }
    ]
  },
  {
    "uid": "instructor_d61bed607171514ce7d5218f",
    "name": "JIE GAO",
    "count": 34,
    "terms": [
      {
        "term": "1072",
        "count": 34,
        "sections": 1,
        "gpa": 3.911764705882353
      }
    ]
  }
]
```

## following

None recorded.
