# PHARMACY 434: Pharmaceutical Genetics and Immunology | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PHARMACY_434)

## 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

84cfaf37dfc24315e8443bf01e2eca64a1de9664f4f431c7b955ac6226e9ce5a

### course id

PHARMACY 434

### course uid

course\_4814432ed2e34f1396426b06

### catalog version id

1ea20f161567c2682e8b22c210e466274f81b76fcf80d3b207bd960c07add1be

### course number

434

### subjects

* PHARMACY

### title

PHARMACEUTICAL GENETICS AND IMMUNOLOGY

### description

Facilitates the understanding and application of the principles of pharmaceutical genetics, immunology, and biotechnology.

### requirements text

Declared in Doctor of Pharmacy program

### credits min

2

### credits max

2

### credit offering ids

* 1272:726:026302

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

bd4417f332b57617449abb727a17b7699ef48acae55610c6eac5a4ba35f7fce5

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

PHARMACEUTICAL GENETICS AND IMMUNOLOGY facilitates the understanding and application of pharmaceutical genetics, immunology, and biotechnology principles.

### llm topics

* Pharmaceutical genetics
* Immunology
* Biotechnology

### llm skills

* Understanding and application of pharmaceutical genetics, immunology, and biotechnology principles

### llm assumed background

None recorded.

### llm search phrases

* pharmaceutical genetics
* pharmacy immunology
* biotechnology pharmacy
* pharmacogenomics

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

4ef2e8504d4deb2e9513188dcadfd7efb4abd8860eb837a1235e59c738ac33e2

#### course id

PHARMACY 434

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_c3b79c31ddfa910286c8733a",
    "message": "No course-specific reviews available",
    "name": "Brian Train",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_7b19519cfc67c9e1f7246a4a",
    "message": "No course-specific reviews available",
    "name": "Mary Hayney",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHARMACY 434",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
            "source_record": {
              "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1244",
            "type": "grade"
          },
          {
            "course_id": "PHARMACY 434",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
            "source_record": {
              "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "PHARMACY 434",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
            "source_record": {
              "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2024: 3.62 GPA, 80.4% A/AB (n=92 letter grades); Spring 2025: 3.37 GPA, 63.0% A/AB (n=127 letter grades); Fall 2025: 3.42 GPA, 65.2% A/AB (n=132 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_2e549d4c5a38261e9b7a91da",
    "message": "No course-specific reviews available",
    "name": "Quanyin Hu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHARMACY 434",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
            "source_record": {
              "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1244",
            "type": "grade"
          },
          {
            "course_id": "PHARMACY 434",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
            "source_record": {
              "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "PHARMACY 434",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
            "source_record": {
              "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2024: 3.62 GPA, 80.4% A/AB (n=92 letter grades); Spring 2025: 3.37 GPA, 63.0% A/AB (n=127 letter grades); Fall 2025: 3.42 GPA, 65.2% A/AB (n=132 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### 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 2024: 3.62 GPA, 80.4% A/AB (n=92 letter grades); Spring 2025: 3.37 GPA, 63.0% A/AB (n=127 letter grades); Fall 2025: 3.42 GPA, 65.2% A/AB (n=132 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

MARY HAYNEY is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

QUANYIN HU is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHARMACY 434",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
      "source_record": {
        "entity_id": "4f2ad9e1-c68f-3757-a988-d41a1d9dccbc",
        "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": "Declared in Doctor of Pharmacy program",
    "course": null,
    "evidence": "Declared in Doctor of Pharmacy program",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

* Reference to 'Doctor of Pharmacy program' is not a linked course; requires manual verification of program eligibility.

#### root

n0

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name        | email                 | first\_observed\_at              | last\_observed\_at               | instructor\_url           |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------- | --------------------- | -------------------------------- | -------------------------------- | ------------------------- |
| instructor\_c3b79c31ddfa910286c8733a | enrollment | btrain                 | netid           | source\_identified | Brian Train | BTRAIN\@WISC.EDU      | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/BRIAN\_TRAIN |
| instructor\_7b19519cfc67c9e1f7246a4a | enrollment | mshayney               | netid           | source\_identified | Mary Hayney | MARY.HAYNEY\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MARY\_HAYNEY |
| instructor\_2e549d4c5a38261e9b7a91da | enrollment | qhu66                  | netid           | source\_identified | Quanyin Hu  | QHU66\@WISC.EDU       | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/QUANYIN\_HU  |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:726:026302",
    "course_id": "PHARMACY 434",
    "course_uid": "course_4814432ed2e34f1396426b06",
    "term_id": "1272",
    "source_course_id": "026302",
    "source_subject_id": "726",
    "title": "Pharmaceutical Genetics and Immunology",
    "credits_min": 2,
    "credits_max": 2,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:32379",
    "term_id": "1272",
    "source_section_id": "32379",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 130,
    "enrolled": 139,
    "waitlisted": 0,
    "start_date": "2026-10-05 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_08ce8edb16366847f757f9a5",
    "source": "madgrades",
    "source_instructor_id": "2601664",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARY HAYNEY",
    "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": 3.284,
      "graded": 5320,
      "counts": [
        1544,
        1386,
        1359,
        695,
        314,
        3,
        19
      ],
      "sections": 86
    },
    "instructor_url": "/instructors/MARY_HAYNEY--instructor_08ce8edb16366847f757f9a5"
  },
  {
    "instructor_uid": "instructor_3e0783679f6455988780a471",
    "source": "madgrades",
    "source_instructor_id": "3972860",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JASON MATTHEW PETERS",
    "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": 3.625,
      "graded": 1287,
      "counts": [
        767,
        227,
        188,
        68,
        32,
        5,
        0
      ],
      "sections": 44
    },
    "instructor_url": "/instructors/JASON_MATTHEW_PETERS--instructor_3e0783679f6455988780a471"
  },
  {
    "instructor_uid": "instructor_88f26e2696938dcd2105a57b",
    "source": "madgrades",
    "source_instructor_id": "6324437",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "QUANYIN HU",
    "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": 3.518,
      "graded": 1010,
      "counts": [
        441,
        301,
        162,
        76,
        30,
        0,
        0
      ],
      "sections": 39
    },
    "instructor_url": "/instructors/QUANYIN_HU--instructor_88f26e2696938dcd2105a57b"
  },
  {
    "instructor_uid": "instructor_2e549d4c5a38261e9b7a91da",
    "source": "enrollment",
    "source_instructor_id": "qhu66",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Quanyin Hu",
    "email": "QHU66@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/QUANYIN_HU"
  },
  {
    "instructor_uid": "instructor_7b19519cfc67c9e1f7246a4a",
    "source": "enrollment",
    "source_instructor_id": "mshayney",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mary Hayney",
    "email": "MARY.HAYNEY@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/MARY_HAYNEY"
  },
  {
    "instructor_uid": "instructor_c3b79c31ddfa910286c8733a",
    "source": "enrollment",
    "source_instructor_id": "btrain",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Brian Train",
    "email": "BTRAIN@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/BRIAN_TRAIN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHARMACY 434",
    "course_uid": "course_4814432ed2e34f1396426b06",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Jason Peters",
      "Mary Hayney",
      "Quanyin Hu"
    ],
    "a": 69,
    "ab": 15,
    "b": 8,
    "bc": 9,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 102,
    "source_aliases": [
      "PHARMACY 434"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHARMACY 434",
    "course_uid": "course_4814432ed2e34f1396426b06",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Jason Peters",
      "Mary Hayney",
      "Quanyin Hu"
    ],
    "a": 49,
    "ab": 25,
    "b": 10,
    "bc": 7,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 92,
    "source_aliases": [
      "PHARMACY 434"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHARMACY 434",
    "course_uid": "course_4814432ed2e34f1396426b06",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Jason Peters",
      "Mary Hayney",
      "Quanyin Hu"
    ],
    "a": 48,
    "ab": 32,
    "b": 21,
    "bc": 17,
    "c": 9,
    "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": 127,
    "source_aliases": [
      "PHARMACY 434"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHARMACY 434",
    "course_uid": "course_4814432ed2e34f1396426b06",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Jason Peters",
      "Mary Hayney",
      "Quanyin Hu"
    ],
    "a": 55,
    "ab": 31,
    "b": 25,
    "bc": 12,
    "c": 9,
    "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": 132,
    "source_aliases": [
      "PHARMACY 434"
    ]
  }
]
```

### statistics

#### gpa

3.508

#### graded

453

#### counts

* 221
* 103
* 64
* 45
* 20
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_4814432ed2e34f1396426b06-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4814432ed2e34f1396426b06-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_4814432ed2e34f1396426b06-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4814432ed2e34f1396426b06-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_4814432ed2e34f1396426b06-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_4814432ed2e34f1396426b06-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_4814432ed2e34f1396426b06-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4814432ed2e34f1396426b06-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.507726269315673

#### count

453

#### university

##### size

2961

##### gpa Percentile

25

##### count Percentile

90

##### median Count

91

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 195   | false   |
| 3.2–3.6 | 783   | true    |
| 3.6–4.0 | 1968  | false   |

#### departments

| subject  | comparison |
| -------- | ---------- |
| PHARMACY |            |

### terms

#### 1234

##### term

1234

##### gpa

3.696078431372549

##### count

102

##### university

###### size

1188

###### gpa Percentile

55

###### count Percentile

70

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 144   | false   |
| 3.2–3.6 | 374   | false   |
| 3.6–4.0 | 650   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| PHARMACY |            |

#### 1244

##### term

1244

##### gpa

3.619565217391304

##### count

92

##### university

###### size

1241

###### gpa Percentile

45

###### count Percentile

65

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 9     | false   |
| 2.8–3.2 | 151   | false   |
| 3.2–3.6 | 373   | false   |
| 3.6–4.0 | 706   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| PHARMACY |            |

#### 1254

##### term

1254

##### gpa

3.3661417322834644

##### count

127

##### university

###### size

1289

###### gpa Percentile

21

###### count Percentile

79

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

| subject  | comparison |
| -------- | ---------- |
| PHARMACY |            |

#### 1262

##### term

1262

##### gpa

3.4204545454545454

##### count

132

##### university

###### size

1320

###### gpa Percentile

24

###### count Percentile

75

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

| subject  | comparison |
| -------- | ---------- |
| PHARMACY |            |

### benchmarks

#### all

##### school

###### size

2961

###### gpa

3.675002446012273

###### top Share

82.84369387140099

###### count

91

#### terms

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_08ce8edb16366847f757f9a5",
    "name": "MARY HAYNEY",
    "count": 453,
    "terms": [
      {
        "term": "1234",
        "count": 102,
        "sections": 1,
        "gpa": 3.696078431372549
      },
      {
        "term": "1244",
        "count": 92,
        "sections": 1,
        "gpa": 3.619565217391304
      },
      {
        "term": "1254",
        "count": 127,
        "sections": 1,
        "gpa": 3.3661417322834644
      },
      {
        "term": "1262",
        "count": 132,
        "sections": 1,
        "gpa": 3.4204545454545454
      }
    ]
  },
  {
    "uid": "instructor_3e0783679f6455988780a471",
    "name": "JASON MATTHEW PETERS",
    "count": 453,
    "terms": [
      {
        "term": "1234",
        "count": 102,
        "sections": 1,
        "gpa": 3.696078431372549
      },
      {
        "term": "1244",
        "count": 92,
        "sections": 1,
        "gpa": 3.619565217391304
      },
      {
        "term": "1254",
        "count": 127,
        "sections": 1,
        "gpa": 3.3661417322834644
      },
      {
        "term": "1262",
        "count": 132,
        "sections": 1,
        "gpa": 3.4204545454545454
      }
    ]
  },
  {
    "uid": "instructor_88f26e2696938dcd2105a57b",
    "name": "QUANYIN HU",
    "count": 453,
    "terms": [
      {
        "term": "1234",
        "count": 102,
        "sections": 1,
        "gpa": 3.696078431372549
      },
      {
        "term": "1244",
        "count": 92,
        "sections": 1,
        "gpa": 3.619565217391304
      },
      {
        "term": "1254",
        "count": 127,
        "sections": 1,
        "gpa": 3.3661417322834644
      },
      {
        "term": "1262",
        "count": 132,
        "sections": 1,
        "gpa": 3.4204545454545454
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.477413049779617

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 46.12646873612361  |
| AB    | 23.291471001313152 |
| B     | 15.708335614656132 |
| BC    | 9.685650778177088  |
| C     | 5.188073869730031  |
| D     | 0                  |
| F     | 0                  |

### source Terms

* 1262
* 1254
* 1244
* 1234

### source Count

453

### same Season

false

### historical Range

* 3.366141732283465
* 3.696078431372549
