# PHMPRAC 471: Exploring Pharmacy Peer Mentor Seminar | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PHMPRAC_471)

## 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

f15d1b3cac4be75ffde0d8734dab4dc75907f569ceaa64e1ecd7843ff243edfc

### course id

PHMPRAC 471

### course uid

course\_95923d40b6124a2644ab62e0

### catalog version id

4636d67374a452e71b999b249e4965c4772c18de7addc62ae2241ab3fbb4e093

### course number

471

### subjects

* PHMPRAC

### title

EXPLORING PHARMACY PEER MENTOR SEMINAR

### description

A mentoring, leadership and facilitation class for pharmacy peer mentors assisting instructors of the Exploring Pharmacy courses.

### requirements text

Declared in Doctor of Pharmacy program

### credits min

1

### credits max

1

### credit offering ids

* 1272:728:026178

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

cd47ee4abd6d4d8d75c0cbd074a8708bb817993cbd963bd8baf3f464c5065c66

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

A seminar for pharmacy peer mentors to develop mentoring, leadership, and facilitation skills while assisting in Exploring Pharmacy courses.

### llm topics

* Mentoring, leadership, and facilitation
* Exploring Pharmacy course assistance

### llm skills

* Mentoring, leadership, and facilitation skills

### llm assumed background

* Must be a declared Doctor of Pharmacy student

### llm search phrases

* pharmacy peer mentor training
* peer mentoring leadership pharmacy
* exploring pharmacy seminar

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

2b65d88f5378dbe390450b6d5aca8f80a5bf408c4d48fb00ab120bbf500ea39a

#### course id

PHMPRAC 471

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_20f3c4eb3174fd88412d3d89",
    "message": "No course-specific reviews available",
    "name": "Amy Zwaska",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMPRAC 471",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
            "source_record": {
              "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "PHMPRAC 471",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
            "source_record": {
              "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "PHMPRAC 471",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
            "source_record": {
              "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=10 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_748109194dc2e9193348c9a6",
    "message": "No course-specific reviews available",
    "name": "Denise Walbrandt Pigarelli",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2192574",
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMPRAC 471",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
            "source_record": {
              "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1232",
            "type": "grade"
          },
          {
            "course_id": "PHMPRAC 471",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
            "source_record": {
              "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMPRAC 471",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
            "source_record": {
              "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2022: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=16 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 2025: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=10 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

AMY ZWASKA is recorded teaching in Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

DENISE WALBRANDT PIGARELLI is recorded teaching in Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMPRAC 471",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
      "source_record": {
        "entity_id": "72180cd3-8253-3a14-8057-5176ee98c2aa",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "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

* The phrase 'Declared in Doctor of Pharmacy program' is a program standing requirement, not a specific course. It is treated as a verbatim condition leaf.

#### 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\_20f3c4eb3174fd88412d3d89 | enrollment | ababiarz               | netid           | source\_identified | Amy Zwaska                 | AMY.ZWASKA\@WISC.EDU       | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/AMY\_ZWASKA                  |
| instructor\_748109194dc2e9193348c9a6 | enrollment | dlpigare               | netid           | source\_identified | Denise Walbrandt Pigarelli | DENISE.PIGARELLI\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/DENISE\_WALBRANDT\_PIGARELLI |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:728:026178",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1272",
    "source_course_id": "026178",
    "source_subject_id": "728",
    "title": "Exploring Pharmacy Peer Mentor Seminar",
    "credits_min": 1,
    "credits_max": 1,
    "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:1272:25468",
    "term_id": "1272",
    "source_section_id": "25468",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "SEM",
    "instruction_mode": "Classroom Instruction",
    "capacity": 14,
    "enrolled": 16,
    "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_1f232a6c94deaa2f93ab2721",
    "source": "madgrades",
    "source_instructor_id": "624855",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CONNIE KROLL KRAUS",
    "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": 3.916,
      "graded": 1889,
      "counts": [
        1723,
        41,
        113,
        2,
        8,
        1,
        1
      ],
      "sections": 38
    },
    "instructor_url": "/instructors/CONNIE_KROLL_KRAUS"
  },
  {
    "instructor_uid": "instructor_cafe1d54e9e00151ba01a13e",
    "source": "madgrades",
    "source_instructor_id": "620541",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL EDWARD PITTERLE",
    "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": 3.959,
      "graded": 873,
      "counts": [
        826,
        29,
        13,
        4,
        1,
        0,
        0
      ],
      "sections": 52
    },
    "instructor_url": "/instructors/MICHAEL_EDWARD_PITTERLE"
  },
  {
    "instructor_uid": "instructor_ff1e999e20e41b27cf3545ec",
    "source": "madgrades",
    "source_instructor_id": "289914",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AMY ZWASKA",
    "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": 3.971,
      "graded": 1278,
      "counts": [
        1228,
        31,
        14,
        4,
        1,
        0,
        0
      ],
      "sections": 60
    },
    "instructor_url": "/instructors/AMY_ZWASKA--instructor_ff1e999e20e41b27cf3545ec"
  },
  {
    "instructor_uid": "instructor_9b3bd294a3e012fedbb9ea06",
    "source": "madgrades",
    "source_instructor_id": "442100",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DENISE WALBRANDT PIGARELLI",
    "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": 3.427,
      "graded": 5936,
      "counts": [
        2742,
        1182,
        1061,
        536,
        316,
        83,
        16
      ],
      "sections": 124
    },
    "instructor_url": "/instructors/DENISE_WALBRANDT_PIGARELLI--instructor_9b3bd294a3e012fedbb9ea06"
  },
  {
    "instructor_uid": "instructor_20f3c4eb3174fd88412d3d89",
    "source": "enrollment",
    "source_instructor_id": "ababiarz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Amy Zwaska",
    "email": "AMY.ZWASKA@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/AMY_ZWASKA"
  },
  {
    "instructor_uid": "instructor_748109194dc2e9193348c9a6",
    "source": "enrollment",
    "source_instructor_id": "dlpigare",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Denise Walbrandt Pigarelli",
    "email": "DENISE.PIGARELLI@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/DENISE_WALBRANDT_PIGARELLI"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Amy Zwaska",
      "CONNIE KROLL KRAUS",
      "MICHAEL EDWARD PITTERLE"
    ],
    "a": 9,
    "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": 9,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Amy Zwaska",
      "Denise Walbrandt Pigarelli",
      "MICHAEL EDWARD PITTERLE"
    ],
    "a": 16,
    "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": 16,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Amy Zwaska",
      "MICHAEL EDWARD PITTERLE"
    ],
    "a": 6,
    "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": 6,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Amy Zwaska",
      "Denise Walbrandt Pigarelli"
    ],
    "a": 13,
    "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": 13,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Amy Zwaska"
    ],
    "a": 9,
    "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": 9,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Amy Zwaska",
      "Denise Walbrandt Pigarelli"
    ],
    "a": 16,
    "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": 16,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Amy Zwaska"
    ],
    "a": 11,
    "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": 11,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Amy Zwaska"
    ],
    "a": 14,
    "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": 14,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMPRAC 471",
    "course_uid": "course_95923d40b6124a2644ab62e0",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Amy Zwaska"
    ],
    "a": 10,
    "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": 10,
    "source_aliases": [
      "PHMPRAC 471"
    ]
  }
]
```

### statistics

#### gpa

4

#### graded

104

#### counts

* 104
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_95923d40b6124a2644ab62e0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_95923d40b6124a2644ab62e0-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_95923d40b6124a2644ab62e0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_95923d40b6124a2644ab62e0-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_95923d40b6124a2644ab62e0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_95923d40b6124a2644ab62e0-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_95923d40b6124a2644ab62e0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_95923d40b6124a2644ab62e0-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

4

#### count

104

#### university

##### size

4326

##### gpa Percentile

94

##### count Percentile

44

##### median Count

121

##### 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 | 12    | false   |
| 2.8–3.2 | 236   | false   |
| 3.2–3.6 | 1054  | false   |
| 3.6–4.0 | 3024  | true    |

#### departments

```json
[
  {
    "subject": "PHMPRAC",
    "comparison": {
      "size": 38,
      "gpaPercentile": 78,
      "countPercentile": 49,
      "medianCount": 109.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 30,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1224

##### term

1224

##### gpa

4

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1232

##### term

1232

##### gpa

4

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1234

##### term

1234

##### gpa

4

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1242

##### term

1242

##### gpa

4

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1244

##### term

1244

##### gpa

4

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1252

##### term

1252

##### gpa

4

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1254

##### term

1254

##### gpa

4

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1262

##### term

1262

##### gpa

4

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

#### 1264

##### term

1264

##### gpa

4

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMPRAC |            |

### benchmarks

#### all

##### school

###### size

4326

###### gpa

3.6988471432532406

###### top Share

84.26784333877397

###### count

121

##### PHMPRAC

###### size

38

###### gpa

3.777984605169478

###### top Share

88.04283271558687

###### count

109.5

#### terms

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### PHMPRAC

###### size

10

###### gpa

3.621829491075591

###### top Share

78.53295143631307

###### count

98

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### PHMPRAC

###### size

10

###### gpa

3.6720474445944395

###### top Share

79.71095620325742

###### count

97

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### PHMPRAC

###### size

11

###### gpa

3.5977117468438675

###### top Share

76.74711424471205

###### count

94

##### 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

###### PHMPRAC

###### size

11

###### gpa

3.5608209517471576

###### top Share

74.67388561973216

###### count

94

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_ff1e999e20e41b27cf3545ec",
    "name": "AMY ZWASKA",
    "count": 104,
    "terms": [
      {
        "term": "1224",
        "count": 9,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1232",
        "count": 16,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1234",
        "count": 6,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1242",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1244",
        "count": 9,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1252",
        "count": 16,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1254",
        "count": 11,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 14,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1264",
        "count": 10,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_9b3bd294a3e012fedbb9ea06",
    "name": "DENISE WALBRANDT PIGARELLI",
    "count": 45,
    "terms": [
      {
        "term": "1232",
        "count": 16,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1242",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1252",
        "count": 16,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_cafe1d54e9e00151ba01a13e",
    "name": "MICHAEL EDWARD PITTERLE",
    "count": 31,
    "terms": [
      {
        "term": "1224",
        "count": 9,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1232",
        "count": 16,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1234",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_1f232a6c94deaa2f93ab2721",
    "name": "CONNIE KROLL KRAUS",
    "count": 9,
    "terms": [
      {
        "term": "1224",
        "count": 9,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
