# PHMSCI 751: Introduction to Regulatory Practice | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PHMSCI_751)

## Dataset

### revision

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| RADIOL    | 11    |
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## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

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### course id

PHMSCI 751

### course uid

course\_c0f8183ed6f60b09902fd459

### catalog version id

e0b8b355ab8886de71ad94d7c746f3c0fcf266867f89322e1800a8ae4d90703b

### course number

751

### subjects

* PHMSCI

### title

INTRODUCTION TO REGULATORY PRACTICE

### description

Identifies and examines the key regulatory agencies and practices that govern the highly regulated and diverse pharmaceutical industry. Highlights current and emerging FDA and ICH regulations and guidance documents to successfully navigate meeting with the agencies and to submit required documentation for successful product development.

### requirements text

Declared in MS Pharmaceutical Sciences or Capstone Certificate in Applied Drug Development

### credits min

3

### credits max

3

### credit offering ids

* 1272:718:025607

### llm job id

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### llm model revision

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### llm task version

14

### llm search status

valid

### llm summary

Introduction to Regulatory Practice examines key regulatory agencies and practices governing the pharmaceutical industry.

### llm topics

* FDA and ICH regulations and guidance
* Regulatory agencies and practices

### llm skills

* Navigating regulatory agency meetings
* Submitting regulatory documentation

### llm assumed background

None recorded.

### llm search phrases

* FDA regulations pharmaceutical
* ICH guidance documents
* regulatory agency practices
* product development documentation

### llm requirements status

valid

### llm student summary status

valid

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insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

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              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 751",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
            "source_record": {
              "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
              "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=13 letter grades); Fall 2025: 3.90 GPA, 94.1% A/AB (n=34 letter grades); Spring 2026: 3.86 GPA, 95.2% A/AB (n=21 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_bbbceb5a594fdf73e07aa05f",
    "message": "No course-specific reviews available",
    "name": "William Putnam",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 751",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
            "source_record": {
              "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 751",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
            "source_record": {
              "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 751",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
            "source_record": {
              "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 751",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
            "source_record": {
              "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
              "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=13 letter grades); Fall 2025: 3.90 GPA, 94.1% A/AB (n=34 letter grades); Spring 2026: 3.86 GPA, 95.2% A/AB (n=21 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=13 letter grades); Fall 2025: 3.90 GPA, 94.1% A/AB (n=34 letter grades); Spring 2026: 3.86 GPA, 95.2% A/AB (n=21 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "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

DANIEL KAPP is recorded teaching in Fall 2020, Fall 2021, 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": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
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      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
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      "section_number": 1,
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      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
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        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

PAMELA SWATKOWSKI is recorded teaching in Fall 2020, Fall 2021, 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": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
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      "type": "grade"
    },
    {
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    {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
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        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
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      },
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    },
    {
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      "section_number": 1,
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        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1242",
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    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
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}
```

SHARON AYD is recorded teaching in Fall 2021, 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.

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```

TERRANCE OCHELTREE is recorded teaching in Fall 2021, 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.

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    {
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      "section_number": 1,
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  ]
}
```

THOMAS GUILLIAMS is recorded teaching in Fall 2020, Fall 2021, 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
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```

WILLIAM PUTNAM is recorded teaching in Fall 2021, 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.

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    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 751",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
      "source_record": {
        "entity_id": "4336752f-4d8d-3b72-a723-c2a0a1ead6ab",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "Declared in MS Pharmaceutical Sciences or Capstone Certificate in Applied Drug Development",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": "Declared in MS Pharmaceutical Sciences",
    "course": null,
    "evidence": "Declared in MS Pharmaceutical Sciences",
    "id": "n1",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Capstone Certificate in Applied Drug Development",
    "course": null,
    "evidence": "Capstone Certificate in Applied Drug Development",
    "id": "n2",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name               | email                 | first\_observed\_at              | last\_observed\_at               | instructor\_url                  |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------------ | --------------------- | -------------------------------- | -------------------------------- | -------------------------------- |
| instructor\_e59f354cd18d9ec98cf14f0c | enrollment | dkapp                  | netid           | source\_identified | Daniel Kapp        | DKAPP\@WISC.EDU       | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/DANIEL\_KAPP        |
| instructor\_16cdbfecbb3028548e893abd | enrollment | swatkowski             | netid           | source\_identified | Pamela Swatkowski  | SWATKOWSKI\@WISC.EDU  | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/PAMELA\_SWATKOWSKI  |
| instructor\_dd367e4abb70e632c91fcdea | enrollment | swayd                  | netid           | source\_identified | Sharon Ayd         | SWAYD\@WISC.EDU       | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SHARON\_AYD         |
| instructor\_f5c8005aa8f5dd17cc57e4be | enrollment | ocheltree              | netid           | source\_identified | Terrance Ocheltree | OCHELTREE\@WISC.EDU   | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TERRANCE\_OCHELTREE |
| instructor\_7a6718662f5046a05e71f0de | enrollment | tgguilliams            | netid           | source\_identified | Thomas Guilliams   | TGGUILLIAMS\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/THOMAS\_GUILLIAMS   |
| instructor\_bbbceb5a594fdf73e07aa05f | enrollment | wputnam                | netid           | source\_identified | William Putnam     | WPUTNAM\@WISC.EDU     | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/WILLIAM\_PUTNAM     |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:718:025607",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1272",
    "source_course_id": "025607",
    "source_subject_id": "718",
    "title": "Introduction to Regulatory Practice",
    "credits_min": 3,
    "credits_max": 3,
    "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:1272:21845",
    "term_id": "1272",
    "source_section_id": "21845",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 55,
    "enrolled": 28,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:23019",
    "term_id": "1272",
    "source_section_id": "23019",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Online (some classroom)",
    "capacity": 15,
    "enrolled": 4,
    "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_3f1d56446d32b44efc8252cb",
    "source": "madgrades",
    "source_instructor_id": "6318319",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAMELA SWATKOWSKI",
    "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": 3.889,
      "graded": 283,
      "counts": [
        240,
        31,
        9,
        0,
        2,
        1,
        0
      ],
      "sections": 23
    },
    "instructor_url": "/instructors/PAMELA_SWATKOWSKI--instructor_3f1d56446d32b44efc8252cb"
  },
  {
    "instructor_uid": "instructor_8a1cfed36b3446d4b4a833d2",
    "source": "madgrades",
    "source_instructor_id": "3649012",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "THOMAS GUILLIAMS",
    "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": 3.883,
      "graded": 253,
      "counts": [
        213,
        29,
        8,
        0,
        2,
        1,
        0
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/THOMAS_GUILLIAMS--instructor_8a1cfed36b3446d4b4a833d2"
  },
  {
    "instructor_uid": "instructor_b7c5bf922652d4eb939f8d3c",
    "source": "madgrades",
    "source_instructor_id": "3855983",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL KAPP",
    "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": 3.883,
      "graded": 253,
      "counts": [
        213,
        29,
        8,
        0,
        2,
        1,
        0
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/DANIEL_KAPP--instructor_b7c5bf922652d4eb939f8d3c"
  },
  {
    "instructor_uid": "instructor_03290f5716815f75c74d5244",
    "source": "madgrades",
    "source_instructor_id": "6325539",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WILLIAM PUTNAM",
    "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": 3.892,
      "graded": 277,
      "counts": [
        237,
        28,
        9,
        0,
        2,
        1,
        0
      ],
      "sections": 22
    },
    "instructor_url": "/instructors/WILLIAM_PUTNAM--instructor_03290f5716815f75c74d5244"
  },
  {
    "instructor_uid": "instructor_27d1d2f74061c77ecb0ed0d5",
    "source": "madgrades",
    "source_instructor_id": "6324094",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHARON AYD",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.873,
      "graded": 355,
      "counts": [
        296,
        42,
        11,
        2,
        2,
        2,
        0
      ],
      "sections": 27
    },
    "instructor_url": "/instructors/SHARON_AYD--instructor_27d1d2f74061c77ecb0ed0d5"
  },
  {
    "instructor_uid": "instructor_5d6414aa16944a4b108395fa",
    "source": "madgrades",
    "source_instructor_id": "6324232",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TERRANCE OCHELTREE",
    "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": 3.896,
      "graded": 289,
      "counts": [
        249,
        28,
        9,
        0,
        2,
        1,
        0
      ],
      "sections": 24
    },
    "instructor_url": "/instructors/TERRANCE_OCHELTREE--instructor_5d6414aa16944a4b108395fa"
  },
  {
    "instructor_uid": "instructor_16cdbfecbb3028548e893abd",
    "source": "enrollment",
    "source_instructor_id": "swatkowski",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Pamela Swatkowski",
    "email": "SWATKOWSKI@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/PAMELA_SWATKOWSKI"
  },
  {
    "instructor_uid": "instructor_7a6718662f5046a05e71f0de",
    "source": "enrollment",
    "source_instructor_id": "tgguilliams",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Thomas Guilliams",
    "email": "TGGUILLIAMS@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/THOMAS_GUILLIAMS"
  },
  {
    "instructor_uid": "instructor_bbbceb5a594fdf73e07aa05f",
    "source": "enrollment",
    "source_instructor_id": "wputnam",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "William Putnam",
    "email": "WPUTNAM@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/WILLIAM_PUTNAM"
  },
  {
    "instructor_uid": "instructor_dd367e4abb70e632c91fcdea",
    "source": "enrollment",
    "source_instructor_id": "swayd",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Sharon Ayd",
    "email": "SWAYD@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/SHARON_AYD"
  },
  {
    "instructor_uid": "instructor_e59f354cd18d9ec98cf14f0c",
    "source": "enrollment",
    "source_instructor_id": "dkapp",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Kapp",
    "email": "DKAPP@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/DANIEL_KAPP"
  },
  {
    "instructor_uid": "instructor_f5c8005aa8f5dd17cc57e4be",
    "source": "enrollment",
    "source_instructor_id": "ocheltree",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Terrance Ocheltree",
    "email": "OCHELTREE@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/TERRANCE_OCHELTREE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Thomas Guilliams"
    ],
    "a": 3,
    "ab": 3,
    "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": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "a": 19,
    "ab": 5,
    "b": 2,
    "bc": 0,
    "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": 27,
    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "a": 28,
    "ab": 5,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 34,
    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "a": 12,
    "ab": 1,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 15,
    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "a": 32,
    "ab": 4,
    "b": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 37,
    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
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    "b": 1,
    "bc": 0,
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    "d": 0,
    "f": 0,
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    "total": 29,
    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
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    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "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": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "a": 29,
    "ab": 3,
    "b": 2,
    "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": 34,
    "source_aliases": [
      "PHMSCI 751"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 751",
    "course_uid": "course_c0f8183ed6f60b09902fd459",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Daniel Kapp",
      "Pamela Swatkowski",
      "Sharon Ayd",
      "Terrance Ocheltree",
      "Thomas Guilliams",
      "William Putnam"
    ],
    "a": 20,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "PHMSCI 751"
    ]
  }
]
```

### statistics

#### gpa

3.883

#### graded

253

#### counts

* 213
* 29
* 8
* 0
* 2
* 1
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_c0f8183ed6f60b09902fd459-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c0f8183ed6f60b09902fd459-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_c0f8183ed6f60b09902fd459-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c0f8183ed6f60b09902fd459-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_c0f8183ed6f60b09902fd459-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_c0f8183ed6f60b09902fd459-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_c0f8183ed6f60b09902fd459-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c0f8183ed6f60b09902fd459-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.883399209486166

#### count

253

#### university

##### size

4427

##### gpa Percentile

70

##### count Percentile

70

##### median Count

124

##### 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 | 228   | false   |
| 3.2–3.6 | 1081  | false   |
| 3.6–4.0 | 3106  | true    |

#### departments

```json
[
  {
    "subject": "PHMSCI",
    "comparison": {
      "size": 29,
      "gpaPercentile": 61,
      "countPercentile": 57,
      "medianCount": 172,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 23,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1212

##### term

1212

##### gpa

3.75

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1222

##### term

1222

##### gpa

3.759259259259259

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1232

##### term

1232

##### gpa

3.8970588235294117

##### count

34

##### university

###### size

1216

###### gpa Percentile

82

###### count Percentile

10

###### 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 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1234

##### term

1234

##### gpa

3.8333333333333335

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1242

##### term

1242

##### gpa

3.9444444444444446

##### count

36

##### university

###### size

1295

###### gpa Percentile

88

###### count Percentile

15

###### median Count

67

###### 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 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1244

##### term

1244

##### gpa

3.8448275862068964

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1252

##### term

1252

##### gpa

3.9342105263157894

##### count

38

##### university

###### size

1333

###### gpa Percentile

86

###### count Percentile

17

###### median Count

69

###### 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 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

```json
[
  {
    "subject": "PHMSCI",
    "comparison": {
      "size": 12,
      "gpaPercentile": 91,
      "countPercentile": 45,
      "medianCount": 65,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

4

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1262

##### term

1262

##### gpa

3.8970588235294117

##### count

34

##### university

###### size

1320

###### gpa Percentile

79

###### count Percentile

8

###### 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   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

#### 1264

##### term

1264

##### gpa

3.857142857142857

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PHMSCI  |            |

### benchmarks

#### all

##### school

###### size

4427

###### gpa

3.7007723924183322

###### top Share

84.38727253231062

###### count

124

##### PHMSCI

###### size

29

###### gpa

3.747376453027678

###### top Share

86.21009900459846

###### count

172

#### terms

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 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

##### 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

###### PHMSCI

###### size

12

###### gpa

3.728543154478551

###### top Share

84.94017449057357

###### 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

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_3f1d56446d32b44efc8252cb",
    "name": "PAMELA SWATKOWSKI",
    "count": 253,
    "terms": [
      {
        "term": "1212",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1222",
        "count": 27,
        "sections": 2,
        "gpa": 3.759259259259259
      },
      {
        "term": "1232",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1234",
        "count": 15,
        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 36,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 2,
        "gpa": 3.8448275862068964
      },
      {
        "term": "1252",
        "count": 38,
        "sections": 2,
        "gpa": 3.9342105263157894
      },
      {
        "term": "1254",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1264",
        "count": 21,
        "sections": 2,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_8a1cfed36b3446d4b4a833d2",
    "name": "THOMAS GUILLIAMS",
    "count": 253,
    "terms": [
      {
        "term": "1212",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1222",
        "count": 27,
        "sections": 2,
        "gpa": 3.759259259259259
      },
      {
        "term": "1232",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1234",
        "count": 15,
        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 36,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 2,
        "gpa": 3.8448275862068964
      },
      {
        "term": "1252",
        "count": 38,
        "sections": 2,
        "gpa": 3.9342105263157894
      },
      {
        "term": "1254",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1264",
        "count": 21,
        "sections": 2,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_b7c5bf922652d4eb939f8d3c",
    "name": "DANIEL KAPP",
    "count": 253,
    "terms": [
      {
        "term": "1212",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1222",
        "count": 27,
        "sections": 2,
        "gpa": 3.759259259259259
      },
      {
        "term": "1232",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1234",
        "count": 15,
        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 36,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 2,
        "gpa": 3.8448275862068964
      },
      {
        "term": "1252",
        "count": 38,
        "sections": 2,
        "gpa": 3.9342105263157894
      },
      {
        "term": "1254",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1264",
        "count": 21,
        "sections": 2,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_03290f5716815f75c74d5244",
    "name": "WILLIAM PUTNAM",
    "count": 247,
    "terms": [
      {
        "term": "1222",
        "count": 27,
        "sections": 2,
        "gpa": 3.759259259259259
      },
      {
        "term": "1232",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1234",
        "count": 15,
        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 36,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 2,
        "gpa": 3.8448275862068964
      },
      {
        "term": "1252",
        "count": 38,
        "sections": 2,
        "gpa": 3.9342105263157894
      },
      {
        "term": "1254",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1264",
        "count": 21,
        "sections": 2,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_27d1d2f74061c77ecb0ed0d5",
    "name": "SHARON AYD",
    "count": 247,
    "terms": [
      {
        "term": "1222",
        "count": 27,
        "sections": 2,
        "gpa": 3.759259259259259
      },
      {
        "term": "1232",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1234",
        "count": 15,
        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 36,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 2,
        "gpa": 3.8448275862068964
      },
      {
        "term": "1252",
        "count": 38,
        "sections": 2,
        "gpa": 3.9342105263157894
      },
      {
        "term": "1254",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1264",
        "count": 21,
        "sections": 2,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_5d6414aa16944a4b108395fa",
    "name": "TERRANCE OCHELTREE",
    "count": 247,
    "terms": [
      {
        "term": "1222",
        "count": 27,
        "sections": 2,
        "gpa": 3.759259259259259
      },
      {
        "term": "1232",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1234",
        "count": 15,
        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 36,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 29,
        "sections": 2,
        "gpa": 3.8448275862068964
      },
      {
        "term": "1252",
        "count": 38,
        "sections": 2,
        "gpa": 3.9342105263157894
      },
      {
        "term": "1254",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.8970588235294117
      },
      {
        "term": "1264",
        "count": 21,
        "sections": 2,
        "gpa": 3.857142857142857
      }
    ]
  }
]
```

## following

| code       | title                            |
| ---------- | -------------------------------- |
| PHMSCI 764 | CASE STUDIES IN DRUG DEVELOPMENT |
