# ATMOCN 698: Directed Study | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ATMOCN_698)

## 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

a4ae1a2ca321edcd8004e23a906503839073055422a5d0ffeb0e220ecc300407

### course id

ATMOCN 698

### course uid

course\_395f635ceca100a358668eeb

### catalog version id

ef1f022465840a73b793fac075a56d6ea39811402401c31e3a2eaac9361f6c0e

### course number

698

### subjects

* ATMOCN

### title

DIRECTED STUDY

### description

Independent study as arranged with a faculty member.

### requirements text

Consent of instructor

### credits min

1

### credits max

5

### credit offering ids

* 1272:640:012812

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

406a6c949bbc5683fd7a0d8084f7c15ce9e32dc3148a4567c01b983d5080d544

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ATMOCN 698 is a directed study course allowing students to conduct independent research or study arranged with a faculty member.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* ATMOCN 698 independent study
* ATMOCN 698 directed study
* atmospheric and oceanic sciences independent study

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

78a922e5bf40677059715f11b171793a74cb5379ec4406d77a0170581362f7dd

#### course id

ATMOCN 698

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_b798415c844134f39459d14c",
    "message": "No course-specific reviews available",
    "name": "Andrea Lang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1248548",
    "summary": []
  },
  {
    "instructor_uid": "instructor_5031191fb398918f56c3ff4c",
    "message": "No course-specific reviews available",
    "name": "Angel Adames-Corraliza",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3157911",
    "summary": []
  },
  {
    "instructor_uid": "instructor_65dc12c97e05c090a616c3b5",
    "message": "No course-specific reviews available",
    "name": "Angela Rowe",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_bec67ecd471b303ed3a35fe9",
    "message": "No course-specific reviews available",
    "name": "Ankur Desai",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1262870",
    "summary": []
  },
  {
    "instructor_uid": "instructor_dd50bf3f848b974002641062",
    "message": "No course-specific reviews available",
    "name": "Bee Leung",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_20076ee31ba4e82d50ad8238",
    "message": "No course-specific reviews available",
    "name": "Brad Pierce",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_1b277cbbe0919f361d6c5c82",
    "message": "No course-specific reviews available",
    "name": "Daniel Vimont",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_ca47e0d94c0f9cf458595b48",
    "message": "No course-specific reviews available",
    "name": "David Henderson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_7da7cd39a088f432b97f398c",
    "message": "No course-specific reviews available",
    "name": "Elizabeth Maroon",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3048292",
    "summary": []
  },
  {
    "instructor_uid": "instructor_0516700accf58ea54d8b1571",
    "message": "No course-specific reviews available",
    "name": "Fraser King",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_62b89462b37ec832e8b408d5",
    "message": "No course-specific reviews available",
    "name": "Hannah Zanowski",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_f614613911e99dabc63f1167",
    "message": "No course-specific reviews available",
    "name": "Jonathan Martin",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:823557",
    "summary": []
  },
  {
    "instructor_uid": "instructor_d055ab4dadc1d40432b56afd",
    "message": "No course-specific reviews available",
    "name": "Larissa Back",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1695553",
    "summary": []
  },
  {
    "instructor_uid": "instructor_ceafe44c0ad451bbfa8e0705",
    "message": "No course-specific reviews available",
    "name": "Matthew Hitchman",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:283806",
    "summary": []
  },
  {
    "instructor_uid": "instructor_0d2d6100ce7d454aa83f9a44",
    "message": "No course-specific reviews available",
    "name": "Mayra Oyola",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_b420a4834df3a317012725dc",
    "message": "No course-specific reviews available",
    "name": "Michael Morgan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:340771",
    "summary": []
  },
  {
    "instructor_uid": "instructor_bc388df2441fd6d6741855e8",
    "message": "No course-specific reviews available",
    "name": "Stephanie Henderson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_4906d9f17830a80fd23a62c3",
    "message": "No course-specific reviews available",
    "name": "Till Wagner",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2908243",
    "summary": []
  },
  {
    "instructor_uid": "instructor_14e289bc8c49afa35314e917",
    "message": "No course-specific reviews available",
    "name": "Tracey Holloway",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1855026",
    "summary": []
  },
  {
    "instructor_uid": "instructor_9abda7f229980ea386416f17",
    "message": "No course-specific reviews available",
    "name": "Tristan L'Ecuyer",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

None recorded.

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DANIEL VIMONT is recorded teaching in Fall 2008. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 25,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    }
  ]
}
```

JONATHAN MARTIN is recorded teaching in Spring 2008, Spring 2012, Fall 2012, Fall 2013, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    }
  ]
}
```

MICHAEL MORGAN is recorded teaching in Fall 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    }
  ]
}
```

STEPHANIE HENDERSON is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 15,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

TRISTAN L'ECUYER is recorded teaching in Spring 2014, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 698",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
      "source_record": {
        "entity_id": "2538681f-5f48-3f19-ac53-44efc099ec1f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_b798415c844134f39459d14c",
    "source": "enrollment",
    "source_instructor_id": "aalopez",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Andrea Lang",
    "email": "ANDREA.LOPEZ.LANG@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": 10,
      "quality": 4.5,
      "difficulty": 3,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:1248548",
      "source_url": "https://www.ratemyprofessors.com/professor/1248548",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:40.524523+00:00",
      "courses": {},
      "bayesian_quality": 3.939790522364397,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANDREA_LANG"
  },
  {
    "instructor_uid": "instructor_5031191fb398918f56c3ff4c",
    "source": "enrollment",
    "source_instructor_id": "adamescorral",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Angel Adames-Corraliza",
    "email": "ANGEL.ADAMESCORRALIZA@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": 1,
      "quality": 3,
      "difficulty": 2,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:3157911",
      "source_url": "https://www.ratemyprofessors.com/professor/3157911",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:11.933213+00:00",
      "courses": {
        "course_3b0010d473cb30d24b4a3bcd": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6282721748062814,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANGEL_ADAMES-CORRALIZA"
  },
  {
    "instructor_uid": "instructor_65dc12c97e05c090a616c3b5",
    "source": "enrollment",
    "source_instructor_id": "akrowe",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Angela Rowe",
    "email": "AKROWE@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/ANGELA_ROWE"
  },
  {
    "instructor_uid": "instructor_bec67ecd471b303ed3a35fe9",
    "source": "enrollment",
    "source_instructor_id": "ardesai2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ankur Desai",
    "email": "DESAI@AOS.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": 8,
      "quality": 4.62,
      "difficulty": 2.25,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:1262870",
      "source_url": "https://www.ratemyprofessors.com/professor/1262870",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:01.147610+00:00",
      "courses": {},
      "bayesian_quality": 3.9340612739618543,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANKUR_DESAI"
  },
  {
    "instructor_uid": "instructor_dd50bf3f848b974002641062",
    "source": "enrollment",
    "source_instructor_id": "gleung3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Bee Leung",
    "email": "BEE.LEUNG@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/BEE_LEUNG"
  },
  {
    "instructor_uid": "instructor_20076ee31ba4e82d50ad8238",
    "source": "enrollment",
    "source_instructor_id": "rbpierce",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Brad Pierce",
    "email": "RBPIERCE@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/BRAD_PIERCE"
  },
  {
    "instructor_uid": "instructor_1b277cbbe0919f361d6c5c82",
    "source": "enrollment",
    "source_instructor_id": "dvimont",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Vimont",
    "email": "DVIMONT@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/DANIEL_VIMONT"
  },
  {
    "instructor_uid": "instructor_ca47e0d94c0f9cf458595b48",
    "source": "enrollment",
    "source_instructor_id": "dshenderson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "David Henderson",
    "email": "DSHENDERSON@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/DAVID_HENDERSON"
  },
  {
    "instructor_uid": "instructor_7da7cd39a088f432b97f398c",
    "source": "enrollment",
    "source_instructor_id": "emaroon",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Elizabeth Maroon",
    "email": "EMAROON@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/ELIZABETH_MAROON"
  },
  {
    "instructor_uid": "instructor_0516700accf58ea54d8b1571",
    "source": "enrollment",
    "source_instructor_id": "fking3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Fraser King",
    "email": "FKING3@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/FRASER_KING"
  },
  {
    "instructor_uid": "instructor_62b89462b37ec832e8b408d5",
    "source": "enrollment",
    "source_instructor_id": "zanowski",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Hannah Zanowski",
    "email": "ZANOWSKI@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/HANNAH_ZANOWSKI"
  },
  {
    "instructor_uid": "instructor_f614613911e99dabc63f1167",
    "source": "enrollment",
    "source_instructor_id": "jemarti1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jonathan Martin",
    "email": "JEMARTI1@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": 131,
      "quality": 4.4,
      "difficulty": 2.66,
      "quality_count": 131,
      "difficulty_count": 131,
      "profile_id": "rmp:823557",
      "source_url": "https://www.ratemyprofessors.com/professor/823557",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:41.068587+00:00",
      "courses": {
        "course_abab02ccab293c82043d76e2": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 4.301945136893589,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JONATHAN_MARTIN"
  },
  {
    "instructor_uid": "instructor_d055ab4dadc1d40432b56afd",
    "source": "enrollment",
    "source_instructor_id": "lback",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Larissa Back",
    "email": "LBACK@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": 14,
      "quality": 1.57,
      "difficulty": 3.86,
      "quality_count": 14,
      "difficulty_count": 14,
      "profile_id": "rmp:1695553",
      "source_url": "https://www.ratemyprofessors.com/professor/1695553",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:24:21.166287+00:00",
      "courses": {},
      "bayesian_quality": 2.7992269314979974,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/LARISSA_BACK"
  },
  {
    "instructor_uid": "instructor_ceafe44c0ad451bbfa8e0705",
    "source": "enrollment",
    "source_instructor_id": "hitchman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matthew Hitchman",
    "email": "MATT@AOS.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/MATTHEW_HITCHMAN"
  },
  {
    "instructor_uid": "instructor_0d2d6100ce7d454aa83f9a44",
    "source": "enrollment",
    "source_instructor_id": "oyolamerced",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mayra Oyola",
    "email": "OYOLAMERCED@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/MAYRA_OYOLA"
  },
  {
    "instructor_uid": "instructor_b420a4834df3a317012725dc",
    "source": "enrollment",
    "source_instructor_id": "mcmorgan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Michael Morgan",
    "email": "MCMORGAN@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": 2.48,
      "difficulty": 3.67,
      "quality_count": 42,
      "difficulty_count": 42,
      "profile_id": "rmp:340771",
      "source_url": "https://www.ratemyprofessors.com/professor/340771",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:49.060733+00:00",
      "courses": {
        "course_3b3adb2e7bc86066154016d0": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_abab02ccab293c82043d76e2": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.860543801144063,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MICHAEL_MORGAN"
  },
  {
    "instructor_uid": "instructor_bc388df2441fd6d6741855e8",
    "source": "enrollment",
    "source_instructor_id": "sahenderson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Stephanie Henderson",
    "email": "SAHENDERSON@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/STEPHANIE_HENDERSON"
  },
  {
    "instructor_uid": "instructor_4906d9f17830a80fd23a62c3",
    "source": "enrollment",
    "source_instructor_id": "twagner26",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Till Wagner",
    "email": "TILL.WAGNER@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": 7,
      "quality": 4.29,
      "difficulty": 3.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2908243",
      "source_url": "https://www.ratemyprofessors.com/professor/2908243",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:49.944508+00:00",
      "courses": {},
      "bayesian_quality": 3.8231005804048857,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TILL_WAGNER"
  },
  {
    "instructor_uid": "instructor_14e289bc8c49afa35314e917",
    "source": "enrollment",
    "source_instructor_id": "taholloway",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tracey Holloway",
    "email": "TAHOLLOWAY@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": 7,
      "quality": 4.57,
      "difficulty": 3.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:1855026",
      "source_url": "https://www.ratemyprofessors.com/professor/1855026",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:17.534326+00:00",
      "courses": {
        "course_fd5fca1595288ddb46c25680": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8956931729974786,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TRACEY_HOLLOWAY"
  },
  {
    "instructor_uid": "instructor_9abda7f229980ea386416f17",
    "source": "enrollment",
    "source_instructor_id": "tlecuyer",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tristan L'Ecuyer",
    "email": "TLECUYER@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/TRISTAN_LECUYER"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:640:012812",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1272",
    "source_course_id": "012812",
    "source_subject_id": "640",
    "title": "Directed Study",
    "credits_min": 1,
    "credits_max": 5,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:13798",
    "term_id": "1272",
    "source_section_id": "13798",
    "identity_basis": "class_number",
    "section_number": "031",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:13850",
    "term_id": "1272",
    "source_section_id": "13850",
    "identity_basis": "class_number",
    "section_number": "005",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:13851",
    "term_id": "1272",
    "source_section_id": "13851",
    "identity_basis": "class_number",
    "section_number": "016",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:13852",
    "term_id": "1272",
    "source_section_id": "13852",
    "identity_basis": "class_number",
    "section_number": "030",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:14892",
    "term_id": "1272",
    "source_section_id": "14892",
    "identity_basis": "class_number",
    "section_number": "025",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:15419",
    "term_id": "1272",
    "source_section_id": "15419",
    "identity_basis": "class_number",
    "section_number": "036",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:16563",
    "term_id": "1272",
    "source_section_id": "16563",
    "identity_basis": "class_number",
    "section_number": "037",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:26939",
    "term_id": "1272",
    "source_section_id": "26939",
    "identity_basis": "class_number",
    "section_number": "010",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:26940",
    "term_id": "1272",
    "source_section_id": "26940",
    "identity_basis": "class_number",
    "section_number": "032",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:28169",
    "term_id": "1272",
    "source_section_id": "28169",
    "identity_basis": "class_number",
    "section_number": "006",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36041",
    "term_id": "1272",
    "source_section_id": "36041",
    "identity_basis": "class_number",
    "section_number": "040",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36042",
    "term_id": "1272",
    "source_section_id": "36042",
    "identity_basis": "class_number",
    "section_number": "034",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36043",
    "term_id": "1272",
    "source_section_id": "36043",
    "identity_basis": "class_number",
    "section_number": "041",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36044",
    "term_id": "1272",
    "source_section_id": "36044",
    "identity_basis": "class_number",
    "section_number": "042",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36045",
    "term_id": "1272",
    "source_section_id": "36045",
    "identity_basis": "class_number",
    "section_number": "043",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36046",
    "term_id": "1272",
    "source_section_id": "36046",
    "identity_basis": "class_number",
    "section_number": "045",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36047",
    "term_id": "1272",
    "source_section_id": "36047",
    "identity_basis": "class_number",
    "section_number": "046",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36048",
    "term_id": "1272",
    "source_section_id": "36048",
    "identity_basis": "class_number",
    "section_number": "047",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:36049",
    "term_id": "1272",
    "source_section_id": "36049",
    "identity_basis": "class_number",
    "section_number": "007",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:37819",
    "term_id": "1272",
    "source_section_id": "37819",
    "identity_basis": "class_number",
    "section_number": "048",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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_6b83ea91968158a1b12b7156",
    "source": "madgrades",
    "source_instructor_id": "2600812",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GREGORY J TRIPOLI",
    "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": 2.998,
      "graded": 1368,
      "counts": [
        318,
        214,
        400,
        182,
        188,
        49,
        17
      ],
      "sections": 102
    },
    "instructor_url": "/instructors/GREGORY_J_TRIPOLI--instructor_6b83ea91968158a1b12b7156"
  },
  {
    "instructor_uid": "instructor_7d301ccdfdb8f7d5e60dccdf",
    "source": "madgrades",
    "source_instructor_id": "163266",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEVEN ACKERMAN",
    "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": 3.072,
      "graded": 1463,
      "counts": [
        349,
        305,
        414,
        201,
        119,
        49,
        26
      ],
      "sections": 67
    },
    "instructor_url": "/instructors/STEVEN_ACKERMAN--instructor_7d301ccdfdb8f7d5e60dccdf"
  },
  {
    "instructor_uid": "instructor_e8768e1bc2a9a2b7f5b439d1",
    "source": "madgrades",
    "source_instructor_id": "2600090",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JONATHAN MARTIN",
    "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": 131,
      "quality": 4.4,
      "difficulty": 2.66,
      "quality_count": 131,
      "difficulty_count": 131,
      "profile_id": "rmp:823557",
      "source_url": "https://www.ratemyprofessors.com/professor/823557",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:41.068587+00:00",
      "courses": {
        "course_abab02ccab293c82043d76e2": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 4.301945136893589,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.083,
      "graded": 6071,
      "counts": [
        1825,
        1049,
        1203,
        1061,
        614,
        258,
        61
      ],
      "sections": 149
    },
    "instructor_url": "/instructors/JONATHAN_MARTIN--instructor_e8768e1bc2a9a2b7f5b439d1"
  },
  {
    "instructor_uid": "instructor_3d05514845ae8299cf1cefed",
    "source": "madgrades",
    "source_instructor_id": "990987",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL VIMONT",
    "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": 2.999,
      "graded": 3756,
      "counts": [
        937,
        792,
        821,
        510,
        416,
        175,
        105
      ],
      "sections": 101
    },
    "instructor_url": "/instructors/DANIEL_VIMONT--instructor_3d05514845ae8299cf1cefed"
  },
  {
    "instructor_uid": "instructor_6d4eb409bad69b8bcd1d9314",
    "source": "madgrades",
    "source_instructor_id": "3486218",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RALF BENNARTZ",
    "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": 3.465,
      "graded": 269,
      "counts": [
        105,
        72,
        75,
        8,
        7,
        1,
        1
      ],
      "sections": 39
    },
    "instructor_url": "/instructors/RALF_BENNARTZ--instructor_6d4eb409bad69b8bcd1d9314"
  },
  {
    "instructor_uid": "instructor_d0ce958beccc7968384850da",
    "source": "madgrades",
    "source_instructor_id": "118505",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GALEN MCKINLEY",
    "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": 2,
      "quality": 3,
      "difficulty": 4.5,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:1785094",
      "source_url": "https://www.ratemyprofessors.com/professor/1785094",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:43.964914+00:00",
      "courses": {
        "course_0ab1d20e0a0bd3b0dca2922a": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.5997143486787233,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.126,
      "graded": 373,
      "counts": [
        103,
        83,
        91,
        49,
        28,
        12,
        7
      ],
      "sections": 58
    },
    "instructor_url": "/instructors/GALEN_MCKINLEY"
  },
  {
    "instructor_uid": "instructor_0d545e25dde5795950e769f3",
    "source": "madgrades",
    "source_instructor_id": "4945145",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TRISTAN L'ECUYER",
    "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": 3.716,
      "graded": 350,
      "counts": [
        229,
        69,
        34,
        14,
        2,
        2,
        0
      ],
      "sections": 75
    },
    "instructor_url": "/instructors/TRISTAN_LECUYER--instructor_0d545e25dde5795950e769f3"
  },
  {
    "instructor_uid": "instructor_470be316e1c9bf83243640a3",
    "source": "madgrades",
    "source_instructor_id": "2600638",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL MORGAN",
    "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": 42,
      "quality": 2.48,
      "difficulty": 3.67,
      "quality_count": 42,
      "difficulty_count": 42,
      "profile_id": "rmp:340771",
      "source_url": "https://www.ratemyprofessors.com/professor/340771",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:49.060733+00:00",
      "courses": {
        "course_3b3adb2e7bc86066154016d0": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_abab02ccab293c82043d76e2": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.860543801144063,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.017,
      "graded": 1082,
      "counts": [
        218,
        157,
        444,
        115,
        94,
        35,
        19
      ],
      "sections": 71
    },
    "instructor_url": "/instructors/MICHAEL_MORGAN--instructor_470be316e1c9bf83243640a3"
  },
  {
    "instructor_uid": "instructor_3612b26b438f4bf2c7ab91e4",
    "source": "madgrades",
    "source_instructor_id": "6239374",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEPHANIE HENDERSON",
    "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": 3.583,
      "graded": 247,
      "counts": [
        147,
        52,
        21,
        10,
        11,
        5,
        1
      ],
      "sections": 31
    },
    "instructor_url": "/instructors/STEPHANIE_HENDERSON--instructor_3612b26b438f4bf2c7ab91e4"
  },
  {
    "instructor_uid": "instructor_41e4d4010b9534979c088a74",
    "source": "madgrades",
    "source_instructor_id": "6486919",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MAYRA OYOLA-MERCED",
    "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": 3.841,
      "graded": 138,
      "counts": [
        116,
        6,
        13,
        0,
        3,
        0,
        0
      ],
      "sections": 20
    },
    "instructor_url": "/instructors/MAYRA_OYOLA-MERCED"
  },
  {
    "instructor_uid": "instructor_0516700accf58ea54d8b1571",
    "source": "enrollment",
    "source_instructor_id": "fking3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Fraser King",
    "email": "FKING3@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/FRASER_KING"
  },
  {
    "instructor_uid": "instructor_0d2d6100ce7d454aa83f9a44",
    "source": "enrollment",
    "source_instructor_id": "oyolamerced",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mayra Oyola",
    "email": "OYOLAMERCED@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/MAYRA_OYOLA"
  },
  {
    "instructor_uid": "instructor_14e289bc8c49afa35314e917",
    "source": "enrollment",
    "source_instructor_id": "taholloway",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tracey Holloway",
    "email": "TAHOLLOWAY@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": 7,
      "quality": 4.57,
      "difficulty": 3.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:1855026",
      "source_url": "https://www.ratemyprofessors.com/professor/1855026",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:17.534326+00:00",
      "courses": {
        "course_fd5fca1595288ddb46c25680": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8956931729974786,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TRACEY_HOLLOWAY"
  },
  {
    "instructor_uid": "instructor_1b277cbbe0919f361d6c5c82",
    "source": "enrollment",
    "source_instructor_id": "dvimont",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Vimont",
    "email": "DVIMONT@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/DANIEL_VIMONT"
  },
  {
    "instructor_uid": "instructor_20076ee31ba4e82d50ad8238",
    "source": "enrollment",
    "source_instructor_id": "rbpierce",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Brad Pierce",
    "email": "RBPIERCE@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/BRAD_PIERCE"
  },
  {
    "instructor_uid": "instructor_4906d9f17830a80fd23a62c3",
    "source": "enrollment",
    "source_instructor_id": "twagner26",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Till Wagner",
    "email": "TILL.WAGNER@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": 7,
      "quality": 4.29,
      "difficulty": 3.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2908243",
      "source_url": "https://www.ratemyprofessors.com/professor/2908243",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:49.944508+00:00",
      "courses": {},
      "bayesian_quality": 3.8231005804048857,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TILL_WAGNER"
  },
  {
    "instructor_uid": "instructor_5031191fb398918f56c3ff4c",
    "source": "enrollment",
    "source_instructor_id": "adamescorral",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Angel Adames-Corraliza",
    "email": "ANGEL.ADAMESCORRALIZA@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": 1,
      "quality": 3,
      "difficulty": 2,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:3157911",
      "source_url": "https://www.ratemyprofessors.com/professor/3157911",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:11.933213+00:00",
      "courses": {
        "course_3b0010d473cb30d24b4a3bcd": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6282721748062814,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANGEL_ADAMES-CORRALIZA"
  },
  {
    "instructor_uid": "instructor_62b89462b37ec832e8b408d5",
    "source": "enrollment",
    "source_instructor_id": "zanowski",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Hannah Zanowski",
    "email": "ZANOWSKI@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/HANNAH_ZANOWSKI"
  },
  {
    "instructor_uid": "instructor_65dc12c97e05c090a616c3b5",
    "source": "enrollment",
    "source_instructor_id": "akrowe",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Angela Rowe",
    "email": "AKROWE@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/ANGELA_ROWE"
  },
  {
    "instructor_uid": "instructor_7da7cd39a088f432b97f398c",
    "source": "enrollment",
    "source_instructor_id": "emaroon",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Elizabeth Maroon",
    "email": "EMAROON@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/ELIZABETH_MAROON"
  },
  {
    "instructor_uid": "instructor_9abda7f229980ea386416f17",
    "source": "enrollment",
    "source_instructor_id": "tlecuyer",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tristan L'Ecuyer",
    "email": "TLECUYER@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/TRISTAN_LECUYER"
  },
  {
    "instructor_uid": "instructor_b420a4834df3a317012725dc",
    "source": "enrollment",
    "source_instructor_id": "mcmorgan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Michael Morgan",
    "email": "MCMORGAN@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": 2.48,
      "difficulty": 3.67,
      "quality_count": 42,
      "difficulty_count": 42,
      "profile_id": "rmp:340771",
      "source_url": "https://www.ratemyprofessors.com/professor/340771",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:49.060733+00:00",
      "courses": {
        "course_3b3adb2e7bc86066154016d0": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_abab02ccab293c82043d76e2": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.860543801144063,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MICHAEL_MORGAN"
  },
  {
    "instructor_uid": "instructor_b798415c844134f39459d14c",
    "source": "enrollment",
    "source_instructor_id": "aalopez",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Andrea Lang",
    "email": "ANDREA.LOPEZ.LANG@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": 10,
      "quality": 4.5,
      "difficulty": 3,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:1248548",
      "source_url": "https://www.ratemyprofessors.com/professor/1248548",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:40.524523+00:00",
      "courses": {},
      "bayesian_quality": 3.939790522364397,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANDREA_LANG"
  },
  {
    "instructor_uid": "instructor_bc388df2441fd6d6741855e8",
    "source": "enrollment",
    "source_instructor_id": "sahenderson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Stephanie Henderson",
    "email": "SAHENDERSON@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/STEPHANIE_HENDERSON"
  },
  {
    "instructor_uid": "instructor_bec67ecd471b303ed3a35fe9",
    "source": "enrollment",
    "source_instructor_id": "ardesai2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ankur Desai",
    "email": "DESAI@AOS.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": 8,
      "quality": 4.62,
      "difficulty": 2.25,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:1262870",
      "source_url": "https://www.ratemyprofessors.com/professor/1262870",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:01.147610+00:00",
      "courses": {},
      "bayesian_quality": 3.9340612739618543,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/ANKUR_DESAI"
  },
  {
    "instructor_uid": "instructor_ca47e0d94c0f9cf458595b48",
    "source": "enrollment",
    "source_instructor_id": "dshenderson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "David Henderson",
    "email": "DSHENDERSON@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/DAVID_HENDERSON"
  },
  {
    "instructor_uid": "instructor_ceafe44c0ad451bbfa8e0705",
    "source": "enrollment",
    "source_instructor_id": "hitchman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matthew Hitchman",
    "email": "MATT@AOS.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/MATTHEW_HITCHMAN"
  },
  {
    "instructor_uid": "instructor_d055ab4dadc1d40432b56afd",
    "source": "enrollment",
    "source_instructor_id": "lback",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Larissa Back",
    "email": "LBACK@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": 14,
      "quality": 1.57,
      "difficulty": 3.86,
      "quality_count": 14,
      "difficulty_count": 14,
      "profile_id": "rmp:1695553",
      "source_url": "https://www.ratemyprofessors.com/professor/1695553",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:24:21.166287+00:00",
      "courses": {},
      "bayesian_quality": 2.7992269314979974,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/LARISSA_BACK"
  },
  {
    "instructor_uid": "instructor_dd50bf3f848b974002641062",
    "source": "enrollment",
    "source_instructor_id": "gleung3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Bee Leung",
    "email": "BEE.LEUNG@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/BEE_LEUNG"
  },
  {
    "instructor_uid": "instructor_f614613911e99dabc63f1167",
    "source": "enrollment",
    "source_instructor_id": "jemarti1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jonathan Martin",
    "email": "JEMARTI1@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": 131,
      "quality": 4.4,
      "difficulty": 2.66,
      "quality_count": 131,
      "difficulty_count": 131,
      "profile_id": "rmp:823557",
      "source_url": "https://www.ratemyprofessors.com/professor/823557",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:41.068587+00:00",
      "courses": {
        "course_abab02ccab293c82043d76e2": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 4.301945136893589,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JONATHAN_MARTIN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "GREGORY J TRIPOLI",
      "STEVEN ACKERMAN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 7,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 7,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 6,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 6,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "GREGORY J TRIPOLI",
      "Jonathan Martin"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Daniel Vimont",
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "GREGORY J TRIPOLI",
      "RALF BENNARTZ"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Jonathan Martin"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "GALEN MCKINLEY",
      "GREGORY J TRIPOLI",
      "Jonathan Martin"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "GALEN MCKINLEY",
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "GALEN MCKINLEY",
      "GREGORY J TRIPOLI",
      "Jonathan Martin"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Jonathan Martin",
      "Tristan L'Ecuyer"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "GALEN MCKINLEY",
      "GREGORY J TRIPOLI",
      "Michael Morgan"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 7,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 7,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "GREGORY J TRIPOLI",
      "Michael Morgan"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "GREGORY J TRIPOLI",
      "STEVEN ACKERMAN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "GREGORY J TRIPOLI"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Stephanie Henderson"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "MAYRA OYOLA-MERCED"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 698",
    "course_uid": "course_395f635ceca100a358668eeb",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Tristan L'Ecuyer"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ATMOCN 698"
    ]
  }
]
```

### statistics

#### graded

0

#### counts

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

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_395f635ceca100a358668eeb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_395f635ceca100a358668eeb-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_395f635ceca100a358668eeb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_395f635ceca100a358668eeb-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_395f635ceca100a358668eeb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_395f635ceca100a358668eeb-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.
