# BIOMDSCI 802: Business of Biotechnology: Business Fundamentals | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/BIOMDSCI_802)

## 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
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* 1242
* 1234
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* 1204
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* 1194
* 1192
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* 1182
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### 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

d1b4902822b8eff00beb909b6f97d5b417904b44923969bee7274d72bdee9cdf

### course id

BIOMDSCI 802

### course uid

course\_6341d4eda3a919c37f681211

### catalog version id

3900bb6fd9e1a8823ac655d46f99d93c1bec1fce9242137015efc2ce73493564

### course number

802

### subjects

* BIOMDSCI

### title

BUSINESS OF BIOTECHNOLOGY: BUSINESS FUNDAMENTALS

### description

Discover the business challenges inherent in translating scientific discoveries into a successful business. Apply fundamental business principles that guide the operations of biotechnology companies.

### requirements text

Declared in Biotechnology MS

### credits min

2

### credits max

2

### credit offering ids

* 1272:209:027007

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

618303ddb550725725d9b471db58aafb76b8ed77664faedbb0a2580aa2f2fa21

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

BIOMDSCI 802 teaches how to translate scientific discoveries into successful businesses by applying fundamental business principles to biotechnology operations.

### llm topics

* Business challenges in translating scientific discoveries
* Biotechnology company operations

### llm skills

* Applying business principles to biotech operations

### llm assumed background

None recorded.

### llm search phrases

* biotechnology business fundamentals
* scientific discoveries commercialization
* biotech company operations

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

bd4b52ebaf9ef092a28e7713c8c37c64dd4ae4edaea773f3784791529a50e4ba

#### course id

BIOMDSCI 802

#### current instructors

```json
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            },
            "table": "section_grades_latest",
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        ],
        "text": "Recent recorded grades — Fall 2025: 3.67 GPA, 100.0% A/AB (n=23 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_a966f137ec0c7cce17000272",
    "message": "No course-specific reviews available",
    "name": "Fabio Gaertner",
    "review_status": "no_course_reviews",
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    "name": "Hemanth Shenoi",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
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      }
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  {
    "instructor_uid": "instructor_c317bd61cc411f8cab9a335d",
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    "review_status": "no_course_reviews",
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    "summary": []
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    "review_status": "no_course_reviews",
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      }
    ]
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```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

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#### quick take

Recent recorded grades — Fall 2025: 3.67 GPA, 100.0% A/AB (n=23 letter grades).

```json
{
  "citations": [
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      },
      "table": "grades_latest",
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```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

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

```json
{
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      "table": "section_grades_latest",
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}
```

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

```json
{
  "citations": [
    {
      "course_id": "BIOMDSCI 802",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "BIOMDSCI 802",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Declared in Biotechnology MS",
    "course": null,
    "evidence": "Declared in Biotechnology MS",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

* Reference to 'Biotechnology MS' program is unlinked and requires review for canonical identity.

#### root

n0

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_0370383a598ceb9375e9380e",
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    "source_instructor_id": "seffrood",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Benjamin Seffrood",
    "email": "SEFFROOD@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/BENJAMIN_SEFFROOD"
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    "identity_status": "source_identified",
    "name": "Fabio Gaertner",
    "email": "FABIO.GAERTNER@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",
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          "difficulty_count": 3
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]
```

### offerings

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:209:027007",
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    "course_uid": "course_6341d4eda3a919c37f681211",
    "term_id": "1272",
    "source_course_id": "027007",
    "source_subject_id": "209",
    "title": "Business of Biotechnology: Business Fundamentals",
    "credits_min": 2,
    "credits_max": 2,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
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    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
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    "enrolled": 27,
    "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
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    "name": "BENJAMIN SEFFROOD",
    "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": 3.513,
      "graded": 150,
      "counts": [
        58,
        57,
        22,
        7,
        6,
        0,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/BENJAMIN_SEFFROOD--instructor_6547b9828270e24a9e295359"
  },
  {
    "instructor_uid": "instructor_6d21bc07da00876f9cee3356",
    "source": "madgrades",
    "source_instructor_id": "948165",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NATALIE BETZ",
    "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": 3.745,
      "graded": 1840,
      "counts": [
        1199,
        444,
        130,
        46,
        18,
        0,
        3
      ],
      "sections": 184
    },
    "instructor_url": "/instructors/NATALIE_BETZ--instructor_6d21bc07da00876f9cee3356"
  },
  {
    "instructor_uid": "instructor_e7a04271bb069cdcb7da4660",
    "source": "madgrades",
    "source_instructor_id": "6318318",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HEMANTH SHENOI",
    "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": 3.563,
      "graded": 127,
      "counts": [
        55,
        48,
        14,
        5,
        5,
        0,
        0
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/HEMANTH_SHENOI--instructor_e7a04271bb069cdcb7da4660"
  },
  {
    "instructor_uid": "instructor_0370383a598ceb9375e9380e",
    "source": "enrollment",
    "source_instructor_id": "seffrood",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Benjamin Seffrood",
    "email": "SEFFROOD@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/BENJAMIN_SEFFROOD"
  },
  {
    "instructor_uid": "instructor_68c9675b1463d4eb9a4893aa",
    "source": "enrollment",
    "source_instructor_id": "hshenoi",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Hemanth Shenoi",
    "email": "HSHENOI@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/HEMANTH_SHENOI"
  },
  {
    "instructor_uid": "instructor_a966f137ec0c7cce17000272",
    "source": "enrollment",
    "source_instructor_id": "fgaertner",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Fabio Gaertner",
    "email": "FABIO.GAERTNER@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 48,
      "quality": 4.81,
      "difficulty": 3.02,
      "quality_count": 48,
      "difficulty_count": 48,
      "profile_id": "rmp:1868981",
      "source_url": "https://www.ratemyprofessors.com/professor/1868981",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:26.252487+00:00",
      "courses": {
        "course_9b2e2b0c576f857dcfc9e451": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 4.47167228927841,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/FABIO_GAERTNER"
  },
  {
    "instructor_uid": "instructor_c317bd61cc411f8cab9a335d",
    "source": "enrollment",
    "source_instructor_id": "ganco",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Martin Ganco",
    "email": "GANCO@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 2,
      "quality": 4.5,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2241452",
      "source_url": "https://www.ratemyprofessors.com/professor/2241452",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:20.099642+00:00",
      "courses": {
        "course_ba431ca9abcfcac1bac9b4e0": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_ec7f217a7dded862500b3dca": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7360779850423596,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MARTIN_GANCO"
  },
  {
    "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d",
    "source": "enrollment",
    "source_instructor_id": "nabetz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Natalie Betz",
    "email": "NABETZ@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/NATALIE_BETZ"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BIOMDSCI 802",
    "course_uid": "course_6341d4eda3a919c37f681211",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Benjamin Seffrood",
      "Hemanth Shenoi",
      "Natalie Betz"
    ],
    "a": 8,
    "ab": 15,
    "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": 23,
    "source_aliases": [
      "BIOMDSCI 802"
    ]
  }
]
```

### statistics

#### gpa

3.674

#### graded

23

#### counts

* 8
* 15
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_6341d4eda3a919c37f681211-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_6341d4eda3a919c37f681211-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_6341d4eda3a919c37f681211-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_6341d4eda3a919c37f681211-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_6341d4eda3a919c37f681211-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_6341d4eda3a919c37f681211-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_6341d4eda3a919c37f681211-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_6341d4eda3a919c37f681211-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.6739130434782608

#### count

23

#### departments

| subject  | comparison |
| -------- | ---------- |
| BIOMDSCI |            |

### terms

#### 1262

##### term

1262

##### gpa

3.6739130434782608

##### count

23

##### departments

| subject  | comparison |
| -------- | ---------- |
| BIOMDSCI |            |

### benchmarks

#### all

##### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

#### terms

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_6547b9828270e24a9e295359",
    "name": "BENJAMIN SEFFROOD",
    "count": 23,
    "terms": [
      {
        "term": "1262",
        "count": 23,
        "sections": 1,
        "gpa": 3.6739130434782608
      }
    ]
  },
  {
    "uid": "instructor_6d21bc07da00876f9cee3356",
    "name": "NATALIE BETZ",
    "count": 23,
    "terms": [
      {
        "term": "1262",
        "count": 23,
        "sections": 1,
        "gpa": 3.6739130434782608
      }
    ]
  },
  {
    "uid": "instructor_e7a04271bb069cdcb7da4660",
    "name": "HEMANTH SHENOI",
    "count": 23,
    "terms": [
      {
        "term": "1262",
        "count": 23,
        "sections": 1,
        "gpa": 3.6739130434782608
      }
    ]
  }
]
```

## following

None recorded.
