# CHEM 692: Senior Thesis | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/CHEM_692)

## 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

6a39400208f5d41c77332927f0a952df0858c0ec0a3f1098d923a36a58099ec1

### course id

CHEM 692

### course uid

course\_8f0902f34b8223d183c9bbff

### catalog version id

4bfb055267031f8fe451b2ad6b1abc69a736ff028c2191b0fb332dd2da589328

### course number

692

### subjects

* CHEM

### title

SENIOR THESIS

### description

Mentored research for students completing a senior thesis.

### requirements text

Consent of instructor

### credits min

2

### credits max

6

### credit offering ids

* 1272:224:002820

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

f4b565f5e751baede26dfd3415709343309bb8f71f4ab211e27c8dad85029c87

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

CHEM 692 is a mentored research course for students completing a senior thesis.

### llm topics

* Senior thesis research

### llm skills

* Conducting mentored research

### llm assumed background

None recorded.

### llm search phrases

* senior thesis chemistry
* mentored research CHEM 692
* undergraduate thesis credit

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

70c278321715b96457afe280099b527a889cfda53f32e6377f5246efd483418f

#### course id

CHEM 692

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_6ba689281079074d8a2109b0",
    "message": "No course-specific reviews available",
    "name": "Daniel Fredrickson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2302926",
    "summary": []
  },
  {
    "instructor_uid": "instructor_3759d499e7ee87a36aeb9ee9",
    "message": "No course-specific reviews available",
    "name": "Lian Yu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_a9520310fac767454bdc0b97",
    "message": "No course-specific reviews available",
    "name": "Samuel Gellman",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2481339",
    "summary": []
  },
  {
    "instructor_uid": "instructor_5c3ce3e8acbb58570cab6560",
    "message": "No course-specific reviews available",
    "name": "Silvia Cavagnero",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:129551",
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

None recorded.

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

LIAN YU is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 84,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    }
  ]
}
```

SAMUEL GELLMAN is recorded teaching in Spring 2007, Spring 2015, Spring 2016, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 48,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    }
  ]
}
```

SILVIA CAVAGNERO is recorded teaching in Fall 2013, Spring 2014, Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "CHEM 692",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
      "source_record": {
        "entity_id": "636b4f2b-273b-3e45-8a4d-ea0629333fd3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "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_6ba689281079074d8a2109b0",
    "source": "enrollment",
    "source_instructor_id": "dcfredrickso",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Fredrickson",
    "email": "DANNY@CHEM.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": 11,
      "quality": 3.82,
      "difficulty": 3.91,
      "quality_count": 11,
      "difficulty_count": 11,
      "profile_id": "rmp:2302926",
      "source_url": "https://www.ratemyprofessors.com/professor/2302926",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:46:12.847467+00:00",
      "courses": {
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 3,
          "quality": 3.67,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 7,
          "quality": 4.29,
          "difficulty": 3.86,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.716571473255868,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DANIEL_FREDRICKSON"
  },
  {
    "instructor_uid": "instructor_3759d499e7ee87a36aeb9ee9",
    "source": "enrollment",
    "source_instructor_id": "yu1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Lian Yu",
    "email": "LIAN.YU@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/LIAN_YU"
  },
  {
    "instructor_uid": "instructor_a9520310fac767454bdc0b97",
    "source": "enrollment",
    "source_instructor_id": "sgellman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Samuel Gellman",
    "email": "GELLMAN@CHEM.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": 12,
      "quality": 4.08,
      "difficulty": 3.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2481339",
      "source_url": "https://www.ratemyprofessors.com/professor/2481339",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:07:37.220267+00:00",
      "courses": {
        "course_34903ee31ae592cff4822461": {
          "review_count": 8,
          "quality": 3.75,
          "difficulty": 3.62,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_daf4a0053696c0e96c07064d": {
          "review_count": 3,
          "quality": 4.67,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.8173036147166224,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/SAMUEL_GELLMAN"
  },
  {
    "instructor_uid": "instructor_5c3ce3e8acbb58570cab6560",
    "source": "enrollment",
    "source_instructor_id": "scavagnero",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Silvia Cavagnero",
    "email": "CAVAGNERO@CHEM.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": 117,
      "quality": 3.01,
      "difficulty": 3.47,
      "quality_count": 117,
      "difficulty_count": 117,
      "profile_id": "rmp:129551",
      "source_url": "https://www.ratemyprofessors.com/professor/129551",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:05:32.590762+00:00",
      "courses": {
        "course_e07ac3ead3ec5b8d4f3eb185": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 3.29,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_c2ae6c974269b52e4c300212": {
          "review_count": 11,
          "quality": 3.18,
          "difficulty": 3.36,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 31,
          "quality": 2.58,
          "difficulty": 4,
          "quality_count": 31,
          "difficulty_count": 31
        },
        "course_6c23abb86fb1851e6a100c80": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 32,
          "quality": 2.53,
          "difficulty": 2.88,
          "quality_count": 32,
          "difficulty_count": 32
        }
      },
      "bayesian_quality": 3.1048446399338094,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/SILVIA_CAVAGNERO"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:224:002820",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1272",
    "source_course_id": "002820",
    "source_subject_id": "224",
    "title": "Senior Thesis",
    "credits_min": 2,
    "credits_max": 6,
    "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:1272:16158",
    "term_id": "1272",
    "source_section_id": "16158",
    "identity_basis": "class_number",
    "section_number": "059",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 0,
    "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:1272:16181",
    "term_id": "1272",
    "source_section_id": "16181",
    "identity_basis": "class_number",
    "section_number": "084",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 0,
    "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:1272:19992",
    "term_id": "1272",
    "source_section_id": "19992",
    "identity_basis": "class_number",
    "section_number": "048",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 0,
    "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:1272:21017",
    "term_id": "1272",
    "source_section_id": "21017",
    "identity_basis": "class_number",
    "section_number": "015",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 0,
    "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_6859be6aa0277cde3b78dcb8",
    "source": "madgrades",
    "source_instructor_id": "2600121",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HOWARD E. ZIMMERMAN",
    "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": 2.925,
      "graded": 1200,
      "counts": [
        334,
        124,
        360,
        86,
        197,
        51,
        48
      ],
      "sections": 56
    },
    "instructor_url": "/instructors/HOWARD_E_ZIMMERMAN"
  },
  {
    "instructor_uid": "instructor_8e8373148ff58132810f57e8",
    "source": "madgrades",
    "source_instructor_id": "2600945",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SAMUEL GELLMAN",
    "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": 12,
      "quality": 4.08,
      "difficulty": 3.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2481339",
      "source_url": "https://www.ratemyprofessors.com/professor/2481339",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:07:37.220267+00:00",
      "courses": {
        "course_34903ee31ae592cff4822461": {
          "review_count": 8,
          "quality": 3.75,
          "difficulty": 3.62,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_daf4a0053696c0e96c07064d": {
          "review_count": 3,
          "quality": 4.67,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.8173036147166224,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.743,
      "graded": 6022,
      "counts": [
        1399,
        811,
        1176,
        677,
        1225,
        415,
        319
      ],
      "sections": 168
    },
    "instructor_url": "/instructors/SAMUEL_GELLMAN--instructor_8e8373148ff58132810f57e8"
  },
  {
    "instructor_uid": "instructor_a833a2caefcbfb1119e2c5db",
    "source": "madgrades",
    "source_instructor_id": "4004544",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TEHSHIK YOON",
    "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": 65,
      "quality": 4.91,
      "difficulty": 3.54,
      "quality_count": 65,
      "difficulty_count": 65,
      "profile_id": "rmp:2771012",
      "source_url": "https://www.ratemyprofessors.com/professor/2771012",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:31.739390+00:00",
      "courses": {
        "course_daf4a0053696c0e96c07064d": {
          "review_count": 57,
          "quality": 4.96,
          "difficulty": 3.53,
          "quality_count": 57,
          "difficulty_count": 57
        },
        "course_cd61788835b38f3e2ffee992": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_75930c37cc749772d3f9356c": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_3b5a17dbc40cfe7674ba4220": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.6158084196580225,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.039,
      "graded": 3473,
      "counts": [
        1104,
        447,
        946,
        247,
        491,
        137,
        101
      ],
      "sections": 137
    },
    "instructor_url": "/instructors/TEHSHIK_YOON--instructor_a833a2caefcbfb1119e2c5db"
  },
  {
    "instructor_uid": "instructor_ed97842f4a675d663f29a977",
    "source": "madgrades",
    "source_instructor_id": "2601433",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEVEN BURKE",
    "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": 3.179,
      "graded": 1595,
      "counts": [
        514,
        237,
        538,
        99,
        144,
        36,
        27
      ],
      "sections": 88
    },
    "instructor_url": "/instructors/STEVEN_BURKE--instructor_ed97842f4a675d663f29a977"
  },
  {
    "instructor_uid": "instructor_610103268d9d2aa3aabc9f24",
    "source": "madgrades",
    "source_instructor_id": "427349",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GERY JOSEPH ESSENMACHER",
    "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": 4,
      "graded": 9,
      "counts": [
        9,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/GERY_JOSEPH_ESSENMACHER"
  },
  {
    "instructor_uid": "instructor_7481805d9c172b2a0603c20d",
    "source": "madgrades",
    "source_instructor_id": "2600419",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT C WEST",
    "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": 3.935,
      "graded": 23,
      "counts": [
        20,
        3,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 36
    },
    "instructor_url": "/instructors/ROBERT_C_WEST--instructor_7481805d9c172b2a0603c20d"
  },
  {
    "instructor_uid": "instructor_e59408d948b16991f119727c",
    "source": "madgrades",
    "source_instructor_id": "3117219",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN BERRY",
    "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": 46,
      "quality": 3.98,
      "difficulty": 2.83,
      "quality_count": 46,
      "difficulty_count": 46,
      "profile_id": "rmp:922167",
      "source_url": "https://www.ratemyprofessors.com/professor/922167",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:31:50.894869+00:00",
      "courses": {
        "course_3c009c0fe685bfe140508df0": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 3.75,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 42,
          "quality": 3.88,
          "difficulty": 2.74,
          "quality_count": 42,
          "difficulty_count": 42
        }
      },
      "bayesian_quality": 3.8829350859232106,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.203,
      "graded": 1901,
      "counts": [
        662,
        246,
        585,
        159,
        199,
        29,
        21
      ],
      "sections": 109
    },
    "instructor_url": "/instructors/JOHN_BERRY--instructor_e59408d948b16991f119727c"
  },
  {
    "instructor_uid": "instructor_ceebd21991e96e8edee5da59",
    "source": "madgrades",
    "source_instructor_id": "2600029",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUDITH BURSTYN",
    "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": 108,
      "quality": 2.51,
      "difficulty": 3.47,
      "quality_count": 108,
      "difficulty_count": 108,
      "profile_id": "rmp:70837",
      "source_url": "https://www.ratemyprofessors.com/professor/70837",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:29:50.507548+00:00",
      "courses": {
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 43,
          "quality": 2.12,
          "difficulty": 3.67,
          "quality_count": 43,
          "difficulty_count": 43
        },
        "course_0d267b79490aeb7664694e7f": {
          "review_count": 5,
          "quality": 3.6,
          "difficulty": 3,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_e6a7a3645a09d1947d62420f": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 47,
          "quality": 2.7,
          "difficulty": 3.49,
          "quality_count": 47,
          "difficulty_count": 47
        },
        "course_3c009c0fe685bfe140508df0": {
          "review_count": 3,
          "quality": 4.33,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.6896384036791554,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.128,
      "graded": 2770,
      "counts": [
        855,
        431,
        637,
        404,
        383,
        48,
        12
      ],
      "sections": 76
    },
    "instructor_url": "/instructors/JUDITH_BURSTYN--instructor_ceebd21991e96e8edee5da59"
  },
  {
    "instructor_uid": "instructor_e5c29a38157e890cd635f9bb",
    "source": "madgrades",
    "source_instructor_id": "4007914",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOSHUA COON",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 13,
      "quality": 3,
      "difficulty": 2.08,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:925714",
      "source_url": "https://www.ratemyprofessors.com/professor/925714",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:07.735805+00:00",
      "courses": {
        "course_15b184d6362fe580ca16f2fd": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_43bbf42925cfa01efa8f1cbd": {
          "review_count": 5,
          "quality": 2.6,
          "difficulty": 2.4,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_a7668536d1e53aaa1b329b21": {
          "review_count": 7,
          "quality": 3.57,
          "difficulty": 1.86,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.3998095657858154,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.161,
      "graded": 497,
      "counts": [
        194,
        67,
        118,
        35,
        48,
        23,
        12
      ],
      "sections": 101
    },
    "instructor_url": "/instructors/JOSHUA_COON--instructor_e5c29a38157e890cd635f9bb"
  },
  {
    "instructor_uid": "instructor_411bcd16748ad841f551fbe2",
    "source": "madgrades",
    "source_instructor_id": "2600996",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT MCMAHON",
    "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": 3.155,
      "graded": 2170,
      "counts": [
        643,
        365,
        653,
        224,
        211,
        56,
        18
      ],
      "sections": 173
    },
    "instructor_url": "/instructors/ROBERT_MCMAHON--instructor_411bcd16748ad841f551fbe2"
  },
  {
    "instructor_uid": "instructor_a081a8ba06d673cd7f43ce71",
    "source": "madgrades",
    "source_instructor_id": "4004546",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FRANK KEUTSCH",
    "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": 85,
      "quality": 4.38,
      "difficulty": 3.42,
      "quality_count": 85,
      "difficulty_count": 85,
      "profile_id": "rmp:865166",
      "source_url": "https://www.ratemyprofessors.com/professor/865166",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:05.603222+00:00",
      "courses": {
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 73,
          "quality": 4.36,
          "difficulty": 3.4,
          "quality_count": 73,
          "difficulty_count": 73
        },
        "course_63e38eb3a7e4472202663ee1": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.242797292104114,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.245,
      "graded": 2305,
      "counts": [
        698,
        513,
        568,
        344,
        154,
        20,
        8
      ],
      "sections": 43
    },
    "instructor_url": "/instructors/FRANK_KEUTSCH--instructor_a081a8ba06d673cd7f43ce71"
  },
  {
    "instructor_uid": "instructor_80eb56e595c6fd0f1d6e8b52",
    "source": "madgrades",
    "source_instructor_id": "4171371",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MAHESH MAHANTHAPPA",
    "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": 58,
      "quality": 4.6,
      "difficulty": 3.38,
      "quality_count": 58,
      "difficulty_count": 58,
      "profile_id": "rmp:891655",
      "source_url": "https://www.ratemyprofessors.com/professor/891655",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:21:33.808027+00:00",
      "courses": {
        "course_f6dcecda2dcdae42619e98f8": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_6c23abb86fb1851e6a100c80": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 54,
          "quality": 4.61,
          "difficulty": 3.35,
          "quality_count": 54,
          "difficulty_count": 54
        },
        "course_0d267b79490aeb7664694e7f": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.3588937906529726,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.194,
      "graded": 1397,
      "counts": [
        379,
        308,
        359,
        252,
        73,
        15,
        11
      ],
      "sections": 53
    },
    "instructor_url": "/instructors/MAHESH_MAHANTHAPPA"
  },
  {
    "instructor_uid": "instructor_dfc7acb4d5bbb2f42b8aa479",
    "source": "madgrades",
    "source_instructor_id": "496971",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT HAMERS",
    "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": 11,
      "quality": 3.91,
      "difficulty": 3.18,
      "quality_count": 11,
      "difficulty_count": 11,
      "profile_id": "rmp:1889449",
      "source_url": "https://www.ratemyprofessors.com/professor/1889449",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:40.843479+00:00",
      "courses": {
        "course_a7668536d1e53aaa1b329b21": {
          "review_count": 8,
          "quality": 3.62,
          "difficulty": 3.12,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_43bbf42925cfa01efa8f1cbd": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.748506957126836,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.293,
      "graded": 729,
      "counts": [
        300,
        119,
        174,
        56,
        53,
        16,
        11
      ],
      "sections": 82
    },
    "instructor_url": "/instructors/ROBERT_HAMERS--instructor_dfc7acb4d5bbb2f42b8aa479"
  },
  {
    "instructor_uid": "instructor_4a48a612052e5205c540f838",
    "source": "madgrades",
    "source_instructor_id": "3090526",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SILVIA CAVAGNERO",
    "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": 117,
      "quality": 3.01,
      "difficulty": 3.47,
      "quality_count": 117,
      "difficulty_count": 117,
      "profile_id": "rmp:129551",
      "source_url": "https://www.ratemyprofessors.com/professor/129551",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:05:32.590762+00:00",
      "courses": {
        "course_e07ac3ead3ec5b8d4f3eb185": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 3.29,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_c2ae6c974269b52e4c300212": {
          "review_count": 11,
          "quality": 3.18,
          "difficulty": 3.36,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 31,
          "quality": 2.58,
          "difficulty": 4,
          "quality_count": 31,
          "difficulty_count": 31
        },
        "course_6c23abb86fb1851e6a100c80": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 32,
          "quality": 2.53,
          "difficulty": 2.88,
          "quality_count": 32,
          "difficulty_count": 32
        }
      },
      "bayesian_quality": 3.1048446399338094,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.127,
      "graded": 2238,
      "counts": [
        732,
        375,
        596,
        148,
        249,
        102,
        36
      ],
      "sections": 186
    },
    "instructor_url": "/instructors/SILVIA_CAVAGNERO--instructor_4a48a612052e5205c540f838"
  },
  {
    "instructor_uid": "instructor_9611266a2644ceeb00324f3e",
    "source": "madgrades",
    "source_instructor_id": "3776988",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LIAN YU",
    "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": 3.253,
      "graded": 3181,
      "counts": [
        790,
        817,
        986,
        411,
        165,
        12,
        0
      ],
      "sections": 108
    },
    "instructor_url": "/instructors/LIAN_YU--instructor_9611266a2644ceeb00324f3e"
  },
  {
    "instructor_uid": "instructor_e4e77efcb987c69404b31e38",
    "source": "madgrades",
    "source_instructor_id": "782235",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAMELA SEMRAD-DOOLITTLE",
    "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": 3.299,
      "graded": 1749,
      "counts": [
        602,
        413,
        424,
        154,
        117,
        25,
        14
      ],
      "sections": 40
    },
    "instructor_url": "/instructors/PAMELA_SEMRAD-DOOLITTLE--instructor_e4e77efcb987c69404b31e38"
  },
  {
    "instructor_uid": "instructor_3d620501b73b37e1cfbbb469",
    "source": "madgrades",
    "source_instructor_id": "3374497",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOEL PEDERSEN",
    "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": 3.507,
      "graded": 139,
      "counts": [
        63,
        31,
        38,
        2,
        3,
        2,
        0
      ],
      "sections": 133
    },
    "instructor_url": "/instructors/JOEL_PEDERSEN--instructor_3d620501b73b37e1cfbbb469"
  },
  {
    "instructor_uid": "instructor_dce267d44517715fdd13e208",
    "source": "madgrades",
    "source_instructor_id": "5284790",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "IVE HERMANS",
    "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": 41,
      "quality": 2.71,
      "difficulty": 3.98,
      "quality_count": 41,
      "difficulty_count": 41,
      "profile_id": "rmp:2043082",
      "source_url": "https://www.ratemyprofessors.com/professor/2043082",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:35:36.326287+00:00",
      "courses": {
        "course_daf4a0053696c0e96c07064d": {
          "review_count": 20,
          "quality": 2,
          "difficulty": 4.35,
          "quality_count": 20,
          "difficulty_count": 20
        },
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 20,
          "quality": 3.3,
          "difficulty": 3.7,
          "quality_count": 20,
          "difficulty_count": 20
        }
      },
      "bayesian_quality": 3.0213723880480643,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.014,
      "graded": 2050,
      "counts": [
        582,
        319,
        512,
        181,
        331,
        83,
        42
      ],
      "sections": 135
    },
    "instructor_url": "/instructors/IVE_HERMANS--instructor_dce267d44517715fdd13e208"
  },
  {
    "instructor_uid": "instructor_fa716db8b4a5bace9d071720",
    "source": "madgrades",
    "source_instructor_id": "3089125",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "THOMAS BRUNOLD",
    "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": 202,
      "quality": 4.62,
      "difficulty": 3.42,
      "quality_count": 202,
      "difficulty_count": 202,
      "profile_id": "rmp:765968",
      "source_url": "https://www.ratemyprofessors.com/professor/765968",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:13.153845+00:00",
      "courses": {
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 187,
          "quality": 4.61,
          "difficulty": 3.44,
          "quality_count": 187,
          "difficulty_count": 187
        },
        "course_abaa23c5d9875b6d55c2e39b": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_3c009c0fe685bfe140508df0": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 4.533485205724919,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.021,
      "graded": 6882,
      "counts": [
        1900,
        1100,
        1805,
        773,
        814,
        362,
        128
      ],
      "sections": 94
    },
    "instructor_url": "/instructors/THOMAS_BRUNOLD--instructor_fa716db8b4a5bace9d071720"
  },
  {
    "instructor_uid": "instructor_1a3def40ebff1c88125c4bbf",
    "source": "madgrades",
    "source_instructor_id": "3893754",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JEFFREY MARTELL",
    "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": 16,
      "quality": 4.94,
      "difficulty": 3.69,
      "quality_count": 16,
      "difficulty_count": 16,
      "profile_id": "rmp:2687490",
      "source_url": "https://www.ratemyprofessors.com/professor/2687490",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:40.396990+00:00",
      "courses": {
        "course_daf4a0053696c0e96c07064d": {
          "review_count": 16,
          "quality": 4.94,
          "difficulty": 3.69,
          "quality_count": 16,
          "difficulty_count": 16
        }
      },
      "bayesian_quality": 4.228714324192554,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.115,
      "graded": 915,
      "counts": [
        307,
        118,
        240,
        65,
        150,
        27,
        8
      ],
      "sections": 47
    },
    "instructor_url": "/instructors/JEFFREY_MARTELL--instructor_1a3def40ebff1c88125c4bbf"
  },
  {
    "instructor_uid": "instructor_4b903c4215d6f14aa216d214",
    "source": "madgrades",
    "source_instructor_id": "5856593",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SEUNGPYO HONG",
    "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": 3.525,
      "graded": 916,
      "counts": [
        375,
        312,
        151,
        58,
        19,
        1,
        0
      ],
      "sections": 57
    },
    "instructor_url": "/instructors/SEUNGPYO_HONG--instructor_4b903c4215d6f14aa216d214"
  },
  {
    "instructor_uid": "instructor_3e762fb0a2aa8cc46ef3e590",
    "source": "madgrades",
    "source_instructor_id": "773731",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAN WEIX",
    "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": 3.232,
      "graded": 521,
      "counts": [
        196,
        102,
        110,
        30,
        61,
        16,
        6
      ],
      "sections": 63
    },
    "instructor_url": "/instructors/DAN_WEIX--instructor_3e762fb0a2aa8cc46ef3e590"
  },
  {
    "instructor_uid": "instructor_3759d499e7ee87a36aeb9ee9",
    "source": "enrollment",
    "source_instructor_id": "yu1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Lian Yu",
    "email": "LIAN.YU@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/LIAN_YU"
  },
  {
    "instructor_uid": "instructor_5c3ce3e8acbb58570cab6560",
    "source": "enrollment",
    "source_instructor_id": "scavagnero",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Silvia Cavagnero",
    "email": "CAVAGNERO@CHEM.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": 117,
      "quality": 3.01,
      "difficulty": 3.47,
      "quality_count": 117,
      "difficulty_count": 117,
      "profile_id": "rmp:129551",
      "source_url": "https://www.ratemyprofessors.com/professor/129551",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:05:32.590762+00:00",
      "courses": {
        "course_e07ac3ead3ec5b8d4f3eb185": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 3.29,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_c2ae6c974269b52e4c300212": {
          "review_count": 11,
          "quality": 3.18,
          "difficulty": 3.36,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 31,
          "quality": 2.58,
          "difficulty": 4,
          "quality_count": 31,
          "difficulty_count": 31
        },
        "course_6c23abb86fb1851e6a100c80": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_c6c64d7584708e58ca90e23d": {
          "review_count": 32,
          "quality": 2.53,
          "difficulty": 2.88,
          "quality_count": 32,
          "difficulty_count": 32
        }
      },
      "bayesian_quality": 3.1048446399338094,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/SILVIA_CAVAGNERO"
  },
  {
    "instructor_uid": "instructor_6ba689281079074d8a2109b0",
    "source": "enrollment",
    "source_instructor_id": "dcfredrickso",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Fredrickson",
    "email": "DANNY@CHEM.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": 11,
      "quality": 3.82,
      "difficulty": 3.91,
      "quality_count": 11,
      "difficulty_count": 11,
      "profile_id": "rmp:2302926",
      "source_url": "https://www.ratemyprofessors.com/professor/2302926",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:46:12.847467+00:00",
      "courses": {
        "course_1892a0df3dfd0788ad8a857d": {
          "review_count": 3,
          "quality": 3.67,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_f4c1d40f8af1545c1ccf8488": {
          "review_count": 7,
          "quality": 4.29,
          "difficulty": 3.86,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.716571473255868,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DANIEL_FREDRICKSON"
  },
  {
    "instructor_uid": "instructor_a9520310fac767454bdc0b97",
    "source": "enrollment",
    "source_instructor_id": "sgellman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Samuel Gellman",
    "email": "GELLMAN@CHEM.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": 12,
      "quality": 4.08,
      "difficulty": 3.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2481339",
      "source_url": "https://www.ratemyprofessors.com/professor/2481339",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:07:37.220267+00:00",
      "courses": {
        "course_34903ee31ae592cff4822461": {
          "review_count": 8,
          "quality": 3.75,
          "difficulty": 3.62,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_daf4a0053696c0e96c07064d": {
          "review_count": 3,
          "quality": 4.67,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.8173036147166224,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/SAMUEL_GELLMAN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "HOWARD E. ZIMMERMAN"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "STEVEN BURKE",
      "Samuel Gellman",
      "Tehshik Yoon"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "GERY JOSEPH ESSENMACHER"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "ROBERT C WEST"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "John Berry"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "Josh Coon",
      "Judith Burstyn",
      "ROBERT C WEST"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "FRANK KEUTSCH",
      "ROBERT C WEST",
      "Robert Mcmahon"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "MAHESH MAHANTHAPPA",
      "ROBERT C WEST",
      "Robert Hamers"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "Lian Yu",
      "Silvia Cavagnero"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Silvia Cavagnero"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Samuel Gellman"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Pamela Semrad-Doolittle",
      "Samuel Gellman"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "JOEL PEDERSEN",
      "Silvia Cavagnero"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Ive Hermans",
      "Silvia Cavagnero",
      "Thomas Brunold"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Samuel Gellman"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Robert Hamers"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Jeffrey Martell",
      "Seungpyo Hong"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Dan Weix"
    ],
    "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": [
      "CHEM 692"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CHEM 692",
    "course_uid": "course_8f0902f34b8223d183c9bbff",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Ive Hermans",
      "John Berry"
    ],
    "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": [
      "CHEM 692"
    ]
  }
]
```

### statistics

#### graded

0

#### counts

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

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8f0902f34b8223d183c9bbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8f0902f34b8223d183c9bbff-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8f0902f34b8223d183c9bbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8f0902f34b8223d183c9bbff-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8f0902f34b8223d183c9bbff-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8f0902f34b8223d183c9bbff-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.
