# MOLBIOL 682: Senior Honors Thesis | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MOLBIOL_682)

## 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

e68b0430df4cc3138ca4208fdef5d593051c95730dc64637b834729d4a88e774

### course id

MOLBIOL 682

### course uid

course\_11965332ed2fa41a0b967363

### catalog version id

88d8fb844b389bd8394531241ca346a86f5ddf29eccce5e1cb2efc3fea9b01ae

### course number

682

### subjects

* MOLBIOL

### title

SENIOR HONORS THESIS

### description

Individual mentored study for seniors completing theses for Honors in the Major as arranged with a faculty member. Must have completed MOL BIO 681 and declared in an honors program.

### requirements text

Consent of instructor

### credits min

3

### credits max

3

### credit offering ids

* 1272:650:012886

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

845a28f096b35cbcaaa9ee55e30d0e5557d53a04ded52d5939376c2f256f458c

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

MOLBIOL 682 is an individual mentored study for seniors completing theses for Honors in the Major.

### llm topics

* Senior Honors Thesis

### llm skills

* Conducting independent senior thesis research under faculty mentorship.

### llm assumed background

* Completion of MOLBIOL 681 and declaration in an honors program.

### llm search phrases

* senior honors thesis molbiol
* molbiol 682 mentored study
* honors in the major thesis

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

11c4893484903a3f0967426c048f91d74a0d2c2ab1c0f0595fd831ae0abc83c8

#### course id

MOLBIOL 682

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_da71ecdf8611614aee0276ef",
    "message": "No course-specific reviews available",
    "name": "Bill Sugden",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_1f4bffe3daa97ac76df93fce",
    "message": "No course-specific reviews available",
    "name": "Ned Kalin",
    "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

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades).

```json
{
  "citations": [
    {
      "course_id": "MOLBIOL 682",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "aecd5a88-7106-38b0-889c-44fff604aaaf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

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

```json
{
  "citations": [
    {
      "course_id": "MOLBIOL 682",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "aecd5a88-7106-38b0-889c-44fff604aaaf",
      "source_record": {
        "entity_id": "aecd5a88-7106-38b0-889c-44fff604aaaf",
        "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

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name        | email                     | first\_observed\_at              | last\_observed\_at               | instructor\_url           |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------- | ------------------------- | -------------------------------- | -------------------------------- | ------------------------- |
| instructor\_da71ecdf8611614aee0276ef | enrollment | wmsugden               | netid           | source\_identified | Bill Sugden | SUGDEN\@ONCOLOGY.WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/BILL\_SUGDEN |
| instructor\_1f4bffe3daa97ac76df93fce | enrollment | nkalin                 | netid           | source\_identified | Ned Kalin   | NKALIN\@FACSTAFF.WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/NED\_KALIN   |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:650:012886",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1272",
    "source_course_id": "012886",
    "source_subject_id": "650",
    "title": "Senior Honors Thesis",
    "credits_min": 3,
    "credits_max": 3,
    "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:1272:16322",
    "term_id": "1272",
    "source_section_id": "16322",
    "identity_basis": "class_number",
    "section_number": "001",
    "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:1272:33624",
    "term_id": "1272",
    "source_section_id": "33624",
    "identity_basis": "class_number",
    "section_number": "008",
    "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_545d33e139a255010fddf9bb",
    "source": "madgrades",
    "source_instructor_id": "934268",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL AHLQUIST",
    "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": 3.406,
      "graded": 863,
      "counts": [
        362,
        149,
        252,
        54,
        35,
        9,
        2
      ],
      "sections": 110
    },
    "instructor_url": "/instructors/PAUL_AHLQUIST--instructor_545d33e139a255010fddf9bb"
  },
  {
    "instructor_uid": "instructor_3a85d6fd22aa44b8b35aad6c",
    "source": "madgrades",
    "source_instructor_id": "2601865",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL M HARARI",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 23
    },
    "instructor_url": "/instructors/PAUL_M_HARARI"
  },
  {
    "instructor_uid": "instructor_4be0a09efa907d797c39d305",
    "source": "madgrades",
    "source_instructor_id": "904845",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PATRICIA KEELY",
    "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": 3.945,
      "graded": 190,
      "counts": [
        173,
        13,
        4,
        0,
        0,
        0,
        0
      ],
      "sections": 72
    },
    "instructor_url": "/instructors/PATRICIA_KEELY"
  },
  {
    "instructor_uid": "instructor_7578415ab4ea0e923598d484",
    "source": "madgrades",
    "source_instructor_id": "2601867",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN G WHITE",
    "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": 3.964,
      "graded": 14,
      "counts": [
        13,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 23
    },
    "instructor_url": "/instructors/JOHN_G_WHITE--instructor_7578415ab4ea0e923598d484"
  },
  {
    "instructor_uid": "instructor_953839564f0fcfacfe74e408",
    "source": "madgrades",
    "source_instructor_id": "2602127",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN FALLON",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/JOHN_FALLON--instructor_953839564f0fcfacfe74e408"
  },
  {
    "instructor_uid": "instructor_9e218a215ce10b3c7bfd8169",
    "source": "madgrades",
    "source_instructor_id": "2601907",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WILLIAM BEMENT",
    "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": 2.86,
      "graded": 7583,
      "counts": [
        1912,
        736,
        2175,
        578,
        1519,
        458,
        205
      ],
      "sections": 187
    },
    "instructor_url": "/instructors/WILLIAM_BEMENT--instructor_9e218a215ce10b3c7bfd8169"
  },
  {
    "instructor_uid": "instructor_a353fa39f294f7edfcf76ef7",
    "source": "madgrades",
    "source_instructor_id": "3356773",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TERESA C. BALSER",
    "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": 3.838,
      "graded": 1495,
      "counts": [
        1294,
        95,
        43,
        25,
        17,
        4,
        17
      ],
      "sections": 83
    },
    "instructor_url": "/instructors/TERESA_C_BALSER"
  },
  {
    "instructor_uid": "instructor_c71feff2a986fae66793ae3d",
    "source": "madgrades",
    "source_instructor_id": "623762",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL KEVIN FRITSCH",
    "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": 3.511,
      "graded": 699,
      "counts": [
        300,
        215,
        112,
        51,
        17,
        4,
        0
      ],
      "sections": 14
    },
    "instructor_url": "/instructors/MICHAEL_KEVIN_FRITSCH--instructor_c71feff2a986fae66793ae3d"
  },
  {
    "instructor_uid": "instructor_d56c0dd40e631ed6e689a15a",
    "source": "madgrades",
    "source_instructor_id": "129440",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JANET MERTZ",
    "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": 57,
      "counts": [
        57,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 54
    },
    "instructor_url": "/instructors/JANET_MERTZ--instructor_d56c0dd40e631ed6e689a15a"
  },
  {
    "instructor_uid": "instructor_e41b21a578a27c6795d9f943",
    "source": "madgrades",
    "source_instructor_id": "789014",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HERBERT CHEN",
    "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": 20,
      "counts": [
        20,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 33
    },
    "instructor_url": "/instructors/HERBERT_CHEN--instructor_e41b21a578a27c6795d9f943"
  },
  {
    "instructor_uid": "instructor_fc39b33745b8e98af758fb22",
    "source": "madgrades",
    "source_instructor_id": "953135",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RICHARD SCOTT EISENSTEIN",
    "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": 3.704,
      "graded": 533,
      "counts": [
        363,
        49,
        104,
        13,
        3,
        0,
        1
      ],
      "sections": 136
    },
    "instructor_url": "/instructors/RICHARD_SCOTT_EISENSTEIN--instructor_fc39b33745b8e98af758fb22"
  },
  {
    "instructor_uid": "instructor_972a4443432a675544eae37a",
    "source": "madgrades",
    "source_instructor_id": "2600006",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "EDGAR SPALDING",
    "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": 49,
      "quality": 4.69,
      "difficulty": 2.84,
      "quality_count": 49,
      "difficulty_count": 49,
      "profile_id": "rmp:566623",
      "source_url": "https://www.ratemyprofessors.com/professor/566623",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:42:04.245852+00:00",
      "courses": {},
      "bayesian_quality": 4.391358198129448,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.006,
      "graded": 3331,
      "counts": [
        869,
        350,
        1198,
        219,
        516,
        139,
        40
      ],
      "sections": 105
    },
    "instructor_url": "/instructors/EDGAR_SPALDING"
  },
  {
    "instructor_uid": "instructor_14223698c0770583d5b584f4",
    "source": "madgrades",
    "source_instructor_id": "1100224",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ELAINE ALARID",
    "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": 3.5,
      "difficulty": 3.5,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:1619377",
      "source_url": "https://www.ratemyprofessors.com/professor/1619377",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:41:53.539792+00:00",
      "courses": {
        "course_e34906f35ad367a50665e0b3": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6451688941332687,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.273,
      "graded": 768,
      "counts": [
        278,
        73,
        307,
        35,
        64,
        10,
        1
      ],
      "sections": 76
    },
    "instructor_url": "/instructors/ELAINE_ALARID--instructor_14223698c0770583d5b584f4"
  },
  {
    "instructor_uid": "instructor_20b5b2b04dbfcacfe824ce70",
    "source": "madgrades",
    "source_instructor_id": "2601380",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MIROSLAV BACKONJA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/MIROSLAV_BACKONJA"
  },
  {
    "instructor_uid": "instructor_5eced1db2d03d00ce298bfdb",
    "source": "madgrades",
    "source_instructor_id": "3474625",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NIHAL AHMAD",
    "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": 3.5,
      "difficulty": 2.25,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:899102",
      "source_url": "https://www.ratemyprofessors.com/professor/899102",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:13:56.235165+00:00",
      "courses": {},
      "bayesian_quality": 3.599803614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.297,
      "graded": 1288,
      "counts": [
        569,
        111,
        372,
        67,
        132,
        34,
        3
      ],
      "sections": 129
    },
    "instructor_url": "/instructors/NIHAL_AHMAD--instructor_5eced1db2d03d00ce298bfdb"
  },
  {
    "instructor_uid": "instructor_91313f3bcef7276482badfda",
    "source": "madgrades",
    "source_instructor_id": "2600519",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "EDWIN CHAPMAN",
    "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": 3.826,
      "graded": 46,
      "counts": [
        34,
        8,
        4,
        0,
        0,
        0,
        0
      ],
      "sections": 115
    },
    "instructor_url": "/instructors/EDWIN_CHAPMAN--instructor_91313f3bcef7276482badfda"
  },
  {
    "instructor_uid": "instructor_f31b54ee6c65b6f814f07ea5",
    "source": "madgrades",
    "source_instructor_id": "4402471",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JING ZHANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.795,
      "graded": 144,
      "counts": [
        101,
        28,
        14,
        1,
        0,
        0,
        0
      ],
      "sections": 70
    },
    "instructor_url": "/instructors/JING_ZHANG--instructor_f31b54ee6c65b6f814f07ea5"
  },
  {
    "instructor_uid": "instructor_f4054088acbcabec925c033e",
    "source": "madgrades",
    "source_instructor_id": "789307",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANITA BHATTACHARYYA",
    "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": 3.913,
      "graded": 75,
      "counts": [
        65,
        7,
        3,
        0,
        0,
        0,
        0
      ],
      "sections": 57
    },
    "instructor_url": "/instructors/ANITA_BHATTACHARYYA--instructor_f4054088acbcabec925c033e"
  },
  {
    "instructor_uid": "instructor_230f0a4ea5ba728e5b4e1fc2",
    "source": "madgrades",
    "source_instructor_id": "296815",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KAREN DOWNS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/KAREN_DOWNS"
  },
  {
    "instructor_uid": "instructor_6c42ede1288fa264872e3604",
    "source": "madgrades",
    "source_instructor_id": "3125418",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES A THOMSON",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 21
    },
    "instructor_url": "/instructors/JAMES_A_THOMSON"
  },
  {
    "instructor_uid": "instructor_09e121e4eae7ef12e81870af",
    "source": "madgrades",
    "source_instructor_id": "1006569",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL BERTICS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 43
    },
    "instructor_url": "/instructors/PAUL_BERTICS"
  },
  {
    "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_6400dba877545a9d40035b7c",
    "source": "madgrades",
    "source_instructor_id": "2839534",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CRAIG JANUARY",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 28
    },
    "instructor_url": "/instructors/CRAIG_JANUARY"
  },
  {
    "instructor_uid": "instructor_9f083512caf2a322ba209799",
    "source": "madgrades",
    "source_instructor_id": "3338167",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAVID BAUM",
    "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": 87,
      "quality": 4.43,
      "difficulty": 2.86,
      "quality_count": 87,
      "difficulty_count": 87,
      "profile_id": "rmp:435214",
      "source_url": "https://www.ratemyprofessors.com/professor/435214",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:45:23.905157+00:00",
      "courses": {
        "course_5a690a5b7d8cad6be35bbe20": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.2860160343077744,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.235,
      "graded": 10779,
      "counts": [
        3856,
        1321,
        3745,
        556,
        977,
        247,
        77
      ],
      "sections": 178
    },
    "instructor_url": "/instructors/DAVID_BAUM--instructor_9f083512caf2a322ba209799"
  },
  {
    "instructor_uid": "instructor_c30e8946ebc12dcd62ab396b",
    "source": "madgrades",
    "source_instructor_id": "2601697",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ZSUZSANNA FABRY",
    "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": 311,
      "counts": [
        240,
        45,
        24,
        2,
        0,
        0,
        0
      ],
      "sections": 187
    },
    "instructor_url": "/instructors/ZSUZSANNA_FABRY--instructor_c30e8946ebc12dcd62ab396b"
  },
  {
    "instructor_uid": "instructor_f6edb7a77f19593ac1317d44",
    "source": "madgrades",
    "source_instructor_id": "282285",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAVID O'CONNOR",
    "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": 1,
      "quality": 5,
      "difficulty": 3,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:2973149",
      "source_url": "https://www.ratemyprofessors.com/professor/2973149",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:44:36.448232+00:00",
      "courses": {
        "course_55f2e0b9acc7c3438bb264ac": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7235102700443767,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.446,
      "graded": 1284,
      "counts": [
        690,
        114,
        327,
        35,
        89,
        19,
        10
      ],
      "sections": 86
    },
    "instructor_url": "/instructors/DAVID_OCONNOR--instructor_f6edb7a77f19593ac1317d44"
  },
  {
    "instructor_uid": "instructor_bd6757e64855bfbbc9ec8fa1",
    "source": "madgrades",
    "source_instructor_id": "244306",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALAN ATTIE",
    "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": 3.351,
      "graded": 979,
      "counts": [
        473,
        91,
        233,
        60,
        102,
        17,
        3
      ],
      "sections": 159
    },
    "instructor_url": "/instructors/ALAN_ATTIE--instructor_bd6757e64855bfbbc9ec8fa1"
  },
  {
    "instructor_uid": "instructor_071268c465c1fca1cbdd4789",
    "source": "madgrades",
    "source_instructor_id": "812237",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL SONDEL",
    "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": 3.975,
      "graded": 40,
      "counts": [
        39,
        0,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 121
    },
    "instructor_url": "/instructors/PAUL_SONDEL--instructor_071268c465c1fca1cbdd4789"
  },
  {
    "instructor_uid": "instructor_28d89b15eb3cc79350675e47",
    "source": "madgrades",
    "source_instructor_id": "3234414",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SAMUEL BUTCHER",
    "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": 3.246,
      "graded": 21215,
      "counts": [
        8211,
        3169,
        4857,
        1729,
        2833,
        365,
        51
      ],
      "sections": 178
    },
    "instructor_url": "/instructors/SAMUEL_BUTCHER--instructor_28d89b15eb3cc79350675e47"
  },
  {
    "instructor_uid": "instructor_080fcf034af38104151b461c",
    "source": "madgrades",
    "source_instructor_id": "2601995",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WALTER GOODMAN",
    "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": 22,
      "quality": 4.82,
      "difficulty": 1.36,
      "quality_count": 22,
      "difficulty_count": 22,
      "profile_id": "rmp:323063",
      "source_url": "https://www.ratemyprofessors.com/professor/323063",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:59:42.404927+00:00",
      "courses": {
        "course_b51d1f38a12125cfc1dc45f6": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 4.267469420736474,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.573,
      "graded": 1636,
      "counts": [
        801,
        558,
        138,
        69,
        44,
        14,
        12
      ],
      "sections": 83
    },
    "instructor_url": "/instructors/WALTER_GOODMAN"
  },
  {
    "instructor_uid": "instructor_4efdadf9569190a6cef8eb19",
    "source": "madgrades",
    "source_instructor_id": "4461677",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DE-ANN PILLERS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 21
    },
    "instructor_url": "/instructors/DE-ANN_PILLERS"
  },
  {
    "instructor_uid": "instructor_abdfe895242bd3522a54313f",
    "source": "madgrades",
    "source_instructor_id": "377413",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANJON AUDHYA",
    "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": 3.951,
      "graded": 355,
      "counts": [
        326,
        25,
        3,
        0,
        1,
        0,
        0
      ],
      "sections": 130
    },
    "instructor_url": "/instructors/ANJON_AUDHYA--instructor_abdfe895242bd3522a54313f"
  },
  {
    "instructor_uid": "instructor_072cbc91643195da08fb5751",
    "source": "madgrades",
    "source_instructor_id": "4699794",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MASATOSHI SUZUKI",
    "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": 3.373,
      "graded": 577,
      "counts": [
        278,
        85,
        108,
        33,
        61,
        8,
        4
      ],
      "sections": 85
    },
    "instructor_url": "/instructors/MASATOSHI_SUZUKI--instructor_072cbc91643195da08fb5751"
  },
  {
    "instructor_uid": "instructor_0bffdbfe00f5df78665ed615",
    "source": "madgrades",
    "source_instructor_id": "250437",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LOREN DENLINGER",
    "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": 3.1,
      "graded": 175,
      "counts": [
        62,
        20,
        47,
        11,
        25,
        6,
        4
      ],
      "sections": 31
    },
    "instructor_url": "/instructors/LOREN_DENLINGER--instructor_0bffdbfe00f5df78665ed615"
  },
  {
    "instructor_uid": "instructor_b6bec0ed50ce4f9ada7f0a45",
    "source": "madgrades",
    "source_instructor_id": "3452030",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "EUGENE KAJI",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 112
    },
    "instructor_url": "/instructors/EUGENE_KAJI"
  },
  {
    "instructor_uid": "instructor_d8e20f7eef3f4ea9fd3f47e0",
    "source": "madgrades",
    "source_instructor_id": "3907181",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PEIMAN HEMATTI",
    "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": 30,
      "counts": [
        30,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 44
    },
    "instructor_url": "/instructors/PEIMAN_HEMATTI"
  },
  {
    "instructor_uid": "instructor_111c8c5094f5353318f411c6",
    "source": "madgrades",
    "source_instructor_id": "3950347",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VLADIMIR SPIEGELMAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 13,
      "quality": 2.69,
      "difficulty": 3.92,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:979107",
      "source_url": "https://www.ratemyprofessors.com/professor/979107",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:59:53.588526+00:00",
      "courses": {},
      "bayesian_quality": 3.2776883536646033,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.772,
      "graded": 1767,
      "counts": [
        269,
        149,
        718,
        134,
        343,
        126,
        28
      ],
      "sections": 40
    },
    "instructor_url": "/instructors/VLADIMIR_SPIEGELMAN"
  },
  {
    "instructor_uid": "instructor_44d78142a3cc0bfa02c9761e",
    "source": "madgrades",
    "source_instructor_id": "4630653",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL CAMPAGNOLA",
    "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": 3.74,
      "graded": 415,
      "counts": [
        235,
        149,
        26,
        5,
        0,
        0,
        0
      ],
      "sections": 121
    },
    "instructor_url": "/instructors/PAUL_CAMPAGNOLA--instructor_44d78142a3cc0bfa02c9761e"
  },
  {
    "instructor_uid": "instructor_46cdd114ed8bab3177dd492a",
    "source": "madgrades",
    "source_instructor_id": "4748769",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROZALYN ANDERSON",
    "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": 3.709,
      "graded": 481,
      "counts": [
        334,
        59,
        63,
        11,
        12,
        1,
        1
      ],
      "sections": 106
    },
    "instructor_url": "/instructors/ROZALYN_ANDERSON--instructor_46cdd114ed8bab3177dd492a"
  },
  {
    "instructor_uid": "instructor_95ad44b7514c9c041de00088",
    "source": "madgrades",
    "source_instructor_id": "753898",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AMY CHARKOWSKI",
    "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": 3.438,
      "graded": 16,
      "counts": [
        9,
        1,
        2,
        3,
        1,
        0,
        0
      ],
      "sections": 66
    },
    "instructor_url": "/instructors/AMY_CHARKOWSKI--instructor_95ad44b7514c9c041de00088"
  },
  {
    "instructor_uid": "instructor_9587fb34795ac51b317f4517",
    "source": "madgrades",
    "source_instructor_id": "4917067",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BIKASH PATTNAIK",
    "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": 5,
      "quality": 3.4,
      "difficulty": 2.6,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2557836",
      "source_url": "https://www.ratemyprofessors.com/professor/2557836",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:51:47.583797+00:00",
      "courses": {},
      "bayesian_quality": 3.6077486268372763,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.897,
      "graded": 218,
      "counts": [
        185,
        25,
        6,
        0,
        2,
        0,
        0
      ],
      "sections": 60
    },
    "instructor_url": "/instructors/BIKASH_PATTNAIK--instructor_9587fb34795ac51b317f4517"
  },
  {
    "instructor_uid": "instructor_57967728c1612e508a56fea7",
    "source": "madgrades",
    "source_instructor_id": "852312",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ASEEM ANSARI",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.292,
      "graded": 522,
      "counts": [
        129,
        133,
        209,
        30,
        15,
        5,
        1
      ],
      "sections": 106
    },
    "instructor_url": "/instructors/ASEEM_ANSARI--instructor_57967728c1612e508a56fea7"
  },
  {
    "instructor_uid": "instructor_88418a1fd0ae85ecf86c0493",
    "source": "madgrades",
    "source_instructor_id": "297643",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATHALEEN O'CONNOR-GILES",
    "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": 3.618,
      "graded": 646,
      "counts": [
        400,
        63,
        148,
        14,
        18,
        2,
        1
      ],
      "sections": 60
    },
    "instructor_url": "/instructors/KATHALEEN_OCONNOR-GILES--instructor_88418a1fd0ae85ecf86c0493"
  },
  {
    "instructor_uid": "instructor_2c9cc6d6b7403a91b3e74d7b",
    "source": "madgrades",
    "source_instructor_id": "5274933",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PETER LEWIS",
    "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": 3.547,
      "graded": 127,
      "counts": [
        52,
        41,
        33,
        0,
        0,
        0,
        1
      ],
      "sections": 70
    },
    "instructor_url": "/instructors/PETER_LEWIS--instructor_2c9cc6d6b7403a91b3e74d7b"
  },
  {
    "instructor_uid": "instructor_c4790e7d83c3ddcfc30e8d0a",
    "source": "madgrades",
    "source_instructor_id": "5111233",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KRISHANU SAHA",
    "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": 3.816,
      "graded": 534,
      "counts": [
        385,
        104,
        43,
        1,
        1,
        0,
        0
      ],
      "sections": 115
    },
    "instructor_url": "/instructors/KRISHANU_SAHA--instructor_c4790e7d83c3ddcfc30e8d0a"
  },
  {
    "instructor_uid": "instructor_0cd05653b4a73c15e913343a",
    "source": "madgrades",
    "source_instructor_id": "4199220",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GREGORY GAUTHIER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/GREGORY_GAUTHIER--instructor_0cd05653b4a73c15e913343a"
  },
  {
    "instructor_uid": "instructor_a0e16b7c841f6fd6e9bbad0e",
    "source": "madgrades",
    "source_instructor_id": "4845188",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RANDALL KIMPLE",
    "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": 3.973,
      "graded": 75,
      "counts": [
        72,
        2,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 81
    },
    "instructor_url": "/instructors/RANDALL_KIMPLE"
  },
  {
    "instructor_uid": "instructor_fe9eee0ac5cf33484c479772",
    "source": "madgrades",
    "source_instructor_id": "881945",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RANDAL TIBBETTS",
    "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": 3.9,
      "graded": 501,
      "counts": [
        439,
        31,
        26,
        3,
        2,
        0,
        0
      ],
      "sections": 78
    },
    "instructor_url": "/instructors/RANDAL_TIBBETTS--instructor_fe9eee0ac5cf33484c479772"
  },
  {
    "instructor_uid": "instructor_6fb6eddcd18cf3dca2f4b064",
    "source": "madgrades",
    "source_instructor_id": "4616858",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAVID PAGLIARINI",
    "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": 9,
      "quality": 4.78,
      "difficulty": 3.11,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:1699041",
      "source_url": "https://www.ratemyprofessors.com/professor/1699041",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:44:35.472513+00:00",
      "courses": {
        "course_c759b64b8555402c1fff9182": {
          "review_count": 5,
          "quality": 4.8,
          "difficulty": 3.4,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 4.0073695058942045,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.989,
      "graded": 1514,
      "counts": [
        356,
        264,
        418,
        175,
        212,
        62,
        27
      ],
      "sections": 78
    },
    "instructor_url": "/instructors/DAVID_PAGLIARINI"
  },
  {
    "instructor_uid": "instructor_9f5230f2e1a9c4b929d5f05b",
    "source": "madgrades",
    "source_instructor_id": "2600645",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MEYER JACKSON",
    "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": 3.79,
      "graded": 820,
      "counts": [
        662,
        65,
        54,
        14,
        12,
        11,
        2
      ],
      "sections": 113
    },
    "instructor_url": "/instructors/MEYER_JACKSON--instructor_9f5230f2e1a9c4b929d5f05b"
  },
  {
    "instructor_uid": "instructor_5cd09835674e7650e86020f1",
    "source": "madgrades",
    "source_instructor_id": "1283126",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DHANANSAYAN SHANMUGANAYAGAM",
    "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,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2251765",
      "source_url": "https://www.ratemyprofessors.com/professor/2251765",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:43.060989+00:00",
      "courses": {
        "course_050bac6b9bffa27f645294b6": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.5997143486787233,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.706,
      "graded": 502,
      "counts": [
        354,
        58,
        58,
        21,
        6,
        3,
        2
      ],
      "sections": 95
    },
    "instructor_url": "/instructors/DHANANSAYAN_SHANMUGANAYAGAM--instructor_5cd09835674e7650e86020f1"
  },
  {
    "instructor_uid": "instructor_8f5071822df28a8178d16bdc",
    "source": "madgrades",
    "source_instructor_id": "2601638",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RICHARD A ANDERSON",
    "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": 9,
      "quality": 4.89,
      "difficulty": 3.89,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:759257",
      "source_url": "https://www.ratemyprofessors.com/professor/759257",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:10:07.061071+00:00",
      "courses": {},
      "bayesian_quality": 4.041507436928686,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.926,
      "graded": 27,
      "counts": [
        23,
        4,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 79
    },
    "instructor_url": "/instructors/RICHARD_A_ANDERSON"
  },
  {
    "instructor_uid": "instructor_dc8acc79b71e2cab9ae8c240",
    "source": "madgrades",
    "source_instructor_id": "576502",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAWN DAVIS",
    "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": 3.979,
      "graded": 47,
      "counts": [
        45,
        2,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 121
    },
    "instructor_url": "/instructors/DAWN_DAVIS--instructor_dc8acc79b71e2cab9ae8c240"
  },
  {
    "instructor_uid": "instructor_de3683f818b38fe55a09c915",
    "source": "madgrades",
    "source_instructor_id": "4756001",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FOTIOS ASIMAKOPOULOS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 34
    },
    "instructor_url": "/instructors/FOTIOS_ASIMAKOPOULOS"
  },
  {
    "instructor_uid": "instructor_f8a8c3e969e287636bcc97a5",
    "source": "madgrades",
    "source_instructor_id": "6044335",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAYSHREE SAMANTA",
    "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": 3.443,
      "graded": 366,
      "counts": [
        154,
        82,
        85,
        24,
        21,
        0,
        0
      ],
      "sections": 24
    },
    "instructor_url": "/instructors/JAYSHREE_SAMANTA--instructor_f8a8c3e969e287636bcc97a5"
  },
  {
    "instructor_uid": "instructor_647d1ce0b6feda0516422ca8",
    "source": "madgrades",
    "source_instructor_id": "2600707",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "EMERY BRESNICK",
    "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": 1,
      "quality": 1,
      "difficulty": 5,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:1869858",
      "source_url": "https://www.ratemyprofessors.com/professor/1869858",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:41:14.044760+00:00",
      "courses": {},
      "bayesian_quality": 3.533034079568186,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.862,
      "graded": 127,
      "counts": [
        101,
        19,
        6,
        0,
        1,
        0,
        0
      ],
      "sections": 143
    },
    "instructor_url": "/instructors/EMERY_BRESNICK--instructor_647d1ce0b6feda0516422ca8"
  },
  {
    "instructor_uid": "instructor_860e85e3905e5cb324d686bb",
    "source": "madgrades",
    "source_instructor_id": "5287646",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DUDLEY LAMMING",
    "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": 3.785,
      "graded": 571,
      "counts": [
        444,
        52,
        51,
        10,
        12,
        1,
        1
      ],
      "sections": 103
    },
    "instructor_url": "/instructors/DUDLEY_LAMMING--instructor_860e85e3905e5cb324d686bb"
  },
  {
    "instructor_uid": "instructor_3837e248996c3a748330a4e7",
    "source": "madgrades",
    "source_instructor_id": "3800611",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARISA OTEGUI",
    "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": 6,
      "quality": 3.17,
      "difficulty": 3,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:1269891",
      "source_url": "https://www.ratemyprofessors.com/professor/1269891",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:47.847260+00:00",
      "courses": {
        "course_390558240a3e132e2d35d0b7": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.546681371958919,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.083,
      "graded": 1977,
      "counts": [
        577,
        230,
        684,
        151,
        240,
        72,
        23
      ],
      "sections": 138
    },
    "instructor_url": "/instructors/MARISA_OTEGUI--instructor_3837e248996c3a748330a4e7"
  },
  {
    "instructor_uid": "instructor_c837756bc830ef31e58f4d31",
    "source": "madgrades",
    "source_instructor_id": "6241891",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHANNA ELFENBEIN",
    "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": 3.917,
      "graded": 1259,
      "counts": [
        1108,
        99,
        45,
        7,
        0,
        0,
        0
      ],
      "sections": 34
    },
    "instructor_url": "/instructors/JOHANNA_ELFENBEIN--instructor_c837756bc830ef31e58f4d31"
  },
  {
    "instructor_uid": "instructor_80c4c745900911ba6195848a",
    "source": "madgrades",
    "source_instructor_id": "2600156",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WILLIAM SUGDEN",
    "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": 3.541,
      "graded": 170,
      "counts": [
        70,
        50,
        44,
        6,
        0,
        0,
        0
      ],
      "sections": 114
    },
    "instructor_url": "/instructors/WILLIAM_SUGDEN"
  },
  {
    "instructor_uid": "instructor_297861ff1144d6f0d5c22947",
    "source": "madgrades",
    "source_instructor_id": "3234931",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIMOTHY GOMEZ",
    "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": 3.854,
      "graded": 292,
      "counts": [
        238,
        30,
        19,
        3,
        2,
        0,
        0
      ],
      "sections": 108
    },
    "instructor_url": "/instructors/TIMOTHY_GOMEZ--instructor_297861ff1144d6f0d5c22947"
  },
  {
    "instructor_uid": "instructor_54debdc1dcdf2bdecd52e574",
    "source": "madgrades",
    "source_instructor_id": "4462453",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YONGNA XING",
    "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": 3.88,
      "graded": 167,
      "counts": [
        136,
        23,
        7,
        1,
        0,
        0,
        0
      ],
      "sections": 67
    },
    "instructor_url": "/instructors/YONGNA_XING--instructor_54debdc1dcdf2bdecd52e574"
  },
  {
    "instructor_uid": "instructor_6daf2d61c17eecd57e5d0138",
    "source": "madgrades",
    "source_instructor_id": "638102",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MATTHEW BROWN",
    "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": 45,
      "counts": [
        45,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 34
    },
    "instructor_url": "/instructors/MATTHEW_BROWN--instructor_6daf2d61c17eecd57e5d0138"
  },
  {
    "instructor_uid": "instructor_8fc6bbb33d35bdf5acdec188",
    "source": "madgrades",
    "source_instructor_id": "6041561",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KARTHIK ANANTHARAMAN",
    "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": 3.428,
      "graded": 370,
      "counts": [
        157,
        79,
        95,
        16,
        18,
        3,
        2
      ],
      "sections": 48
    },
    "instructor_url": "/instructors/KARTHIK_ANANTHARAMAN--instructor_8fc6bbb33d35bdf5acdec188"
  },
  {
    "instructor_uid": "instructor_abae6e8d0228f95bdb5a33aa",
    "source": "madgrades",
    "source_instructor_id": "6282594",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "OWEN TAMPLIN",
    "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": 3.895,
      "graded": 148,
      "counts": [
        124,
        17,
        7,
        0,
        0,
        0,
        0
      ],
      "sections": 42
    },
    "instructor_url": "/instructors/OWEN_TAMPLIN--instructor_abae6e8d0228f95bdb5a33aa"
  },
  {
    "instructor_uid": "instructor_b4f9dc7211b37fb5e133890b",
    "source": "madgrades",
    "source_instructor_id": "3980857",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VIJAYASARADHI SETALURI",
    "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": 3.269,
      "graded": 760,
      "counts": [
        304,
        67,
        258,
        38,
        73,
        19,
        1
      ],
      "sections": 73
    },
    "instructor_url": "/instructors/VIJAYASARADHI_SETALURI--instructor_b4f9dc7211b37fb5e133890b"
  },
  {
    "instructor_uid": "instructor_bb59a1501c892d7f4618a965",
    "source": "madgrades",
    "source_instructor_id": "3120474",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NASIA SAFDAR",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 57
    },
    "instructor_url": "/instructors/NASIA_SAFDAR--instructor_bb59a1501c892d7f4618a965"
  },
  {
    "instructor_uid": "instructor_cdca2b3804904184f817829d",
    "source": "madgrades",
    "source_instructor_id": "3374775",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NADER SHEIBANI",
    "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": 3.328,
      "graded": 29,
      "counts": [
        9,
        3,
        15,
        2,
        0,
        0,
        0
      ],
      "sections": 81
    },
    "instructor_url": "/instructors/NADER_SHEIBANI--instructor_cdca2b3804904184f817829d"
  },
  {
    "instructor_uid": "instructor_cbca41c43b7b7c25dff06c75",
    "source": "madgrades",
    "source_instructor_id": "2600596",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NED KALIN",
    "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": 107,
      "counts": [
        107,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 103
    },
    "instructor_url": "/instructors/NED_KALIN--instructor_cbca41c43b7b7c25dff06c75"
  },
  {
    "instructor_uid": "instructor_03167566e37a9be76377d971",
    "source": "madgrades",
    "source_instructor_id": "4991968",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VINCENT CRYNS",
    "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": 1,
      "counts": [
        1,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 61
    },
    "instructor_url": "/instructors/VINCENT_CRYNS--instructor_03167566e37a9be76377d971"
  },
  {
    "instructor_uid": "instructor_7677deb4e34a574e01697ccd",
    "source": "madgrades",
    "source_instructor_id": "5850241",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PHILLIP NEWMARK",
    "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": 3.073,
      "graded": 1527,
      "counts": [
        378,
        187,
        615,
        107,
        191,
        31,
        18
      ],
      "sections": 49
    },
    "instructor_url": "/instructors/PHILLIP_NEWMARK--instructor_7677deb4e34a574e01697ccd"
  },
  {
    "instructor_uid": "instructor_7e6e645ce3b93c3a75618c00",
    "source": "madgrades",
    "source_instructor_id": "3481176",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL MATSON",
    "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": 3.873,
      "graded": 146,
      "counts": [
        123,
        11,
        11,
        0,
        1,
        0,
        0
      ],
      "sections": 32
    },
    "instructor_url": "/instructors/DANIEL_MATSON--instructor_7e6e645ce3b93c3a75618c00"
  },
  {
    "instructor_uid": "instructor_a2fce79a88c4f5730cd5abb3",
    "source": "madgrades",
    "source_instructor_id": "2600251",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIMOTHY DONOHUE",
    "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": 3.951,
      "graded": 226,
      "counts": [
        215,
        0,
        11,
        0,
        0,
        0,
        0
      ],
      "sections": 111
    },
    "instructor_url": "/instructors/TIMOTHY_DONOHUE--instructor_a2fce79a88c4f5730cd5abb3"
  },
  {
    "instructor_uid": "instructor_ccad3175204eb58f92dc162b",
    "source": "madgrades",
    "source_instructor_id": "3758707",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAKE BRUNKARD",
    "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": 3.743,
      "graded": 259,
      "counts": [
        185,
        46,
        17,
        5,
        2,
        1,
        3
      ],
      "sections": 43
    },
    "instructor_url": "/instructors/JAKE_BRUNKARD--instructor_ccad3175204eb58f92dc162b"
  },
  {
    "instructor_uid": "instructor_1f4bffe3daa97ac76df93fce",
    "source": "enrollment",
    "source_instructor_id": "nkalin",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ned Kalin",
    "email": "NKALIN@FACSTAFF.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/NED_KALIN"
  },
  {
    "instructor_uid": "instructor_da71ecdf8611614aee0276ef",
    "source": "enrollment",
    "source_instructor_id": "wmsugden",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Bill Sugden",
    "email": "SUGDEN@ONCOLOGY.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/BILL_SUGDEN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Paul Ahlquist"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "HERBERT CHEN",
      "JOHN FALLON",
      "JOHN G WHITE",
      "Janet Mertz",
      "MICHAEL KEVIN FRITSCH",
      "PATRICIA KEELY",
      "Paul Harari",
      "RICHARD SCOTT EISENSTEIN",
      "TERESA C. BALSER",
      "William Bement"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "EDGAR SPALDING"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "ANITA BHATTACHARYYA",
      "Edwin Chapman",
      "Elaine Alarid",
      "HERBERT CHEN",
      "Jing Zhang",
      "MICHAEL KEVIN FRITSCH",
      "MIROSLAV BACKONJA",
      "Nihal Ahmad",
      "RICHARD SCOTT EISENSTEIN"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "JAMES A THOMSON",
      "KAREN DOWNS"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "CRAIG JANUARY",
      "David Baum",
      "David O'Connor",
      "PAUL BERTICS",
      "Silvia Cavagnero",
      "Zsuzsanna Fabry"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "Alan Attie"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "Elaine Alarid",
      "PAUL BERTICS",
      "Paul Sondel",
      "Samuel Butcher"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "Anjon Audhya",
      "DE-ANN PILLERS",
      "WALTER GOODMAN"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Paul Sondel"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "EUGENE KAJI",
      "Loren Denlinger",
      "Masatoshi Suzuki",
      "PEIMAN HEMATTI"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "VLADIMIR SPIEGELMAN"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "AMY CHARKOWSKI",
      "Edwin Chapman",
      "Paul Campagnola",
      "Rozalyn Anderson",
      "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Bikash Pattnaik"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "ASEEM ANSARI",
      "KATHALEEN O'CONNOR-GILES",
      "William Bement"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Krishanu Saha",
      "Peter Lewis"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "GREGORY GAUTHIER",
      "RANDALL KIMPLE",
      "Randal Tibbetts"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "DAVID PAGLIARINI",
      "Meyer Jackson",
      "William Bement"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "ASEEM ANSARI",
      "Paul Sondel"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "DHANANSAYAN SHANMUGANAYAGAM",
      "Dawn Davis",
      "FOTIOS ASIMAKOPOULOS",
      "Richard Anderson"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "JAYSHREE SAMANTA"
    ],
    "a": 1,
    "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": 1,
    "source_aliases": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Dudley Lamming",
      "Emery Bresnick"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "ANITA BHATTACHARYYA"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Johanna Elfenbein",
      "Marisa Otegui",
      "Nihal Ahmad"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "WILLIAM SUGDEN"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Karthik Anantharaman",
      "Matthew Brown",
      "NADER SHEIBANI",
      "Nasia Safdar",
      "Owen Tamplin",
      "Timothy Gomez",
      "Vijayasaradhi Setaluri",
      "Yongna Xing"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Ned Kalin"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MOLBIOL 682",
    "course_uid": "course_11965332ed2fa41a0b967363",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Daniel Matson",
      "Jake Brunkard",
      "Phillip Newmark",
      "TIMOTHY DONOHUE",
      "Vincent Cryns"
    ],
    "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": [
      "MOLBIOL 682"
    ]
  }
]
```

### statistics

#### gpa

4

#### graded

1

#### counts

* 1
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_11965332ed2fa41a0b967363-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_11965332ed2fa41a0b967363-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_11965332ed2fa41a0b967363-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_11965332ed2fa41a0b967363-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_11965332ed2fa41a0b967363-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_11965332ed2fa41a0b967363-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_f8a8c3e969e287636bcc97a5",
    "name": "JAYSHREE SAMANTA",
    "count": 1,
    "terms": [
      {
        "term": "1224",
        "count": 1,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
