# PHMSCI 540: Drug Delivery Systems for Pharmacotherapy | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PHMSCI_540)

## 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

e9107b0617a387be06cf2e3bfbb7006230f98ffd2e0a0b615a42aeeb51769449

### course id

PHMSCI 540

### course uid

course\_03ce20854d6acc1899f6703c

### catalog version id

2e5ab6b7aa64d9c279fd6da23bde13302fe1fb70d0169af26cfaab560cfb2b85

### course number

540

### subjects

* PHMSCI

### title

DRUG DELIVERY SYSTEMS FOR PHARMACOTHERAPY

### description

A series of lectures by experts covering: i) introductory drug development and delivery system development processes; ii) various drug delivery routes (oral, topical, rectal, vaginal, urethral, nasal, and pulmonary); iii) various delivery systems (conventional, ophthalmic, CNS, and recent advances); iv) delivery systems related to biofilms, infection, and vaccines.

### requirements text

Declared in the Doctor of Pharmacy program with second year standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:718:014404

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

355db73818465b9a8653d78232b96d43fc45630744dfc16d0f3608dc0e55de6d

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

PHMSCI 540 covers drug development, delivery routes, and delivery systems for pharmacotherapy.

### llm topics

* Drug development processes
* Drug delivery routes
* Drug delivery systems
* Delivery systems for biofilms, infection, and vaccines

### llm skills

* Understanding drug development and delivery system processes
* Knowledge of various drug delivery routes
* Knowledge of various delivery systems
* Understanding delivery systems for biofilms, infection, and vaccines

### llm assumed background

None recorded.

### llm search phrases

* drug delivery systems
* pharmacotheapy
* drug development
* pharmacy course
* PHMSCI 540

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

1b940a4c56bd7d8b3be6a28359176e25c42b04eb22afb24857bff4ec1cc5d33a

#### course id

PHMSCI 540

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_287af8c7590f4c2a4f4de720",
    "message": "No course-specific reviews available",
    "name": "Glen Kwon",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2024: 3.65 GPA, 80.9% A/AB (n=94 letter grades); Fall 2025: 3.46 GPA, 74.0% A/AB (n=123 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_31a83e0dac8fcaae3de69a63",
    "message": "No course-specific reviews available",
    "name": "Heather Barkholtz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_7b19519cfc67c9e1f7246a4a",
    "message": "No course-specific reviews available",
    "name": "Mary Hayney",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1172",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2016: 2.98 GPA, 21.9% A/AB (n=146 letter grades); Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2024: 3.65 GPA, 80.9% A/AB (n=94 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_0197f581e7b32ea9beaaeb8c",
    "message": "No course-specific reviews available",
    "name": "Melgardt De Villiers",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2024: 3.65 GPA, 80.9% A/AB (n=94 letter grades); Fall 2025: 3.46 GPA, 74.0% A/AB (n=123 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_2e549d4c5a38261e9b7a91da",
    "message": "No course-specific reviews available",
    "name": "Quanyin Hu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2024: 3.65 GPA, 80.9% A/AB (n=94 letter grades); Fall 2025: 3.46 GPA, 74.0% A/AB (n=123 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_c08c75a7cd828729b5c77206",
    "message": "No course-specific reviews available",
    "name": "Seungpyo Hong",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1232",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2022: 3.43 GPA, 62.6% A/AB (n=123 letter grades); Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2025: 3.46 GPA, 74.0% A/AB (n=123 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_c0b703441fe53b1fe7aa0ec0",
    "message": "No course-specific reviews available",
    "name": "Warren Rose",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1172",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "PHMSCI 540",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
            "source_record": {
              "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2016: 2.98 GPA, 21.9% A/AB (n=146 letter grades); Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2024: 3.65 GPA, 80.9% A/AB (n=94 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_8a9462bbd81a8594a8f3c9a6",
    "message": "No course-specific reviews available",
    "name": "Zixian Zhu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2023: 3.54 GPA, 82.7% A/AB (n=98 letter grades); Fall 2024: 3.65 GPA, 80.9% A/AB (n=94 letter grades); Fall 2025: 3.46 GPA, 74.0% A/AB (n=123 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

GLEN KWON is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

MARY HAYNEY is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

MELGARDT DE VILLIERS is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

QUANYIN HU is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

SEUNGPYO HONG is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

WARREN ROSE is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 540",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
      "source_record": {
        "entity_id": "f93bf158-03b4-3915-a2b9-1e32ecd78def",
        "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 the Doctor of Pharmacy program with second year standing",
    "course": null,
    "evidence": "Declared in the Doctor of Pharmacy program with second year standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

* The requirement is based on program standing, not a specific course prerequisite.

#### 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\_287af8c7590f4c2a4f4de720 | enrollment | gskwon                 | netid           | source\_identified | Glen Kwon            | GLEN.KWON\@WISC.EDU           | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/GLEN\_KWON             |
| instructor\_31a83e0dac8fcaae3de69a63 | enrollment | hbarkholtz             | netid           | source\_identified | Heather Barkholtz    | HBARKHOLTZ\@WISC.EDU          | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/HEATHER\_BARKHOLTZ     |
| instructor\_7b19519cfc67c9e1f7246a4a | enrollment | mshayney               | netid           | source\_identified | Mary Hayney          | MARY.HAYNEY\@WISC.EDU         | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MARY\_HAYNEY           |
| instructor\_0197f581e7b32ea9beaaeb8c | enrollment | devilliers             | netid           | source\_identified | Melgardt De Villiers | MELGARDT.DEVILLIERS\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MELGARDT\_DE\_VILLIERS |
| instructor\_2e549d4c5a38261e9b7a91da | enrollment | qhu66                  | netid           | source\_identified | Quanyin Hu           | QHU66\@WISC.EDU               | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/QUANYIN\_HU            |
| instructor\_c08c75a7cd828729b5c77206 | enrollment | hong77                 | netid           | source\_identified | Seungpyo Hong        | SEUNGPYO.HONG\@WISC.EDU       | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SEUNGPYO\_HONG         |
| instructor\_c0b703441fe53b1fe7aa0ec0 | enrollment | wrose2                 | netid           | source\_identified | Warren Rose          | WARREN.ROSE\@WISC.EDU         | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/WARREN\_ROSE           |
| instructor\_8a9462bbd81a8594a8f3c9a6 | enrollment | zzhu433                | netid           | source\_identified | Zixian Zhu           | ZZHU433\@WISC.EDU             | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ZIXIAN\_ZHU            |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:718:014404",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1272",
    "source_course_id": "014404",
    "source_subject_id": "718",
    "title": "Drug Delivery Systems for Pharmacotherapy",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:17171",
    "term_id": "1272",
    "source_section_id": "17171",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 133,
    "enrolled": 132,
    "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_821427302fcbd54eab817226",
    "source": "madgrades",
    "source_instructor_id": "2601940",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GLEN KWON",
    "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": 3.414,
      "graded": 3487,
      "counts": [
        1335,
        762,
        945,
        350,
        93,
        2,
        0
      ],
      "sections": 116
    },
    "instructor_url": "/instructors/GLEN_KWON--instructor_821427302fcbd54eab817226"
  },
  {
    "instructor_uid": "instructor_9611266a2644ceeb00324f3e",
    "source": "madgrades",
    "source_instructor_id": "3776988",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LIAN YU",
    "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": 3.253,
      "graded": 3181,
      "counts": [
        790,
        817,
        986,
        411,
        165,
        12,
        0
      ],
      "sections": 108
    },
    "instructor_url": "/instructors/LIAN_YU--instructor_9611266a2644ceeb00324f3e"
  },
  {
    "instructor_uid": "instructor_c28b92c63cab0c78e230bca2",
    "source": "madgrades",
    "source_instructor_id": "3222444",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WATHAH GHASSAN ALANI",
    "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": 3.132,
      "graded": 125,
      "counts": [
        10,
        41,
        48,
        24,
        2,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/WATHAH_GHASSAN_ALANI--instructor_c28b92c63cab0c78e230bca2"
  },
  {
    "instructor_uid": "instructor_86d854f69bb7f8de4e46f040",
    "source": "madgrades",
    "source_instructor_id": "4004367",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DARIN FURGESON",
    "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": 3.536,
      "graded": 265,
      "counts": [
        149,
        29,
        51,
        29,
        7,
        0,
        0
      ],
      "sections": 17
    },
    "instructor_url": "/instructors/DARIN_FURGESON"
  },
  {
    "instructor_uid": "instructor_b43013a281afe44ebf5f573f",
    "source": "madgrades",
    "source_instructor_id": "1047192",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MAY XIONG",
    "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": 3.074,
      "graded": 398,
      "counts": [
        52,
        78,
        167,
        81,
        19,
        1,
        0
      ],
      "sections": 27
    },
    "instructor_url": "/instructors/MAY_XIONG"
  },
  {
    "instructor_uid": "instructor_ca7a9a84cbad744f0f561598",
    "source": "madgrades",
    "source_instructor_id": "4735318",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT THORNE",
    "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": 3.224,
      "graded": 982,
      "counts": [
        239,
        209,
        339,
        154,
        36,
        4,
        1
      ],
      "sections": 43
    },
    "instructor_url": "/instructors/ROBERT_THORNE"
  },
  {
    "instructor_uid": "instructor_08ce8edb16366847f757f9a5",
    "source": "madgrades",
    "source_instructor_id": "2601664",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARY HAYNEY",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.284,
      "graded": 5320,
      "counts": [
        1544,
        1386,
        1359,
        695,
        314,
        3,
        19
      ],
      "sections": 86
    },
    "instructor_url": "/instructors/MARY_HAYNEY--instructor_08ce8edb16366847f757f9a5"
  },
  {
    "instructor_uid": "instructor_aade6ca903b2038c052e1edc",
    "source": "madgrades",
    "source_instructor_id": "4756520",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "APARNA LAKKARAJU",
    "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": 3.137,
      "graded": 501,
      "counts": [
        90,
        95,
        201,
        94,
        20,
        1,
        0
      ],
      "sections": 27
    },
    "instructor_url": "/instructors/APARNA_LAKKARAJU"
  },
  {
    "instructor_uid": "instructor_b3cffd9bd716e8b625a044a9",
    "source": "madgrades",
    "source_instructor_id": "4083108",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MELGARDT DE VILLIERS",
    "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": 3.565,
      "graded": 6602,
      "counts": [
        3355,
        1421,
        1361,
        305,
        140,
        18,
        2
      ],
      "sections": 62
    },
    "instructor_url": "/instructors/MELGARDT_DE_VILLIERS--instructor_b3cffd9bd716e8b625a044a9"
  },
  {
    "instructor_uid": "instructor_f1a360d6b9a97b11906115ba",
    "source": "madgrades",
    "source_instructor_id": "4393913",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WARREN ROSE",
    "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": 3.387,
      "graded": 5280,
      "counts": [
        1902,
        1420,
        1149,
        559,
        230,
        2,
        18
      ],
      "sections": 95
    },
    "instructor_url": "/instructors/WARREN_ROSE--instructor_f1a360d6b9a97b11906115ba"
  },
  {
    "instructor_uid": "instructor_429dfc931196c597cce8a03d",
    "source": "madgrades",
    "source_instructor_id": "5452344",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL TAYLOR",
    "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": 3.58,
      "graded": 1836,
      "counts": [
        938,
        441,
        326,
        88,
        37,
        5,
        1
      ],
      "sections": 65
    },
    "instructor_url": "/instructors/MICHAEL_TAYLOR--instructor_429dfc931196c597cce8a03d"
  },
  {
    "instructor_uid": "instructor_4b903c4215d6f14aa216d214",
    "source": "madgrades",
    "source_instructor_id": "5856593",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SEUNGPYO HONG",
    "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": 3.525,
      "graded": 916,
      "counts": [
        375,
        312,
        151,
        58,
        19,
        1,
        0
      ],
      "sections": 57
    },
    "instructor_url": "/instructors/SEUNGPYO_HONG--instructor_4b903c4215d6f14aa216d214"
  },
  {
    "instructor_uid": "instructor_d74dc9aab092c42306e67b8c",
    "source": "madgrades",
    "source_instructor_id": "6213465",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KAILA JAVIUS-JONES",
    "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": 3.8,
      "graded": 223,
      "counts": [
        156,
        47,
        18,
        2,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/KAILA_JAVIUS-JONES--instructor_d74dc9aab092c42306e67b8c"
  },
  {
    "instructor_uid": "instructor_88f26e2696938dcd2105a57b",
    "source": "madgrades",
    "source_instructor_id": "6324437",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "QUANYIN HU",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.518,
      "graded": 1010,
      "counts": [
        441,
        301,
        162,
        76,
        30,
        0,
        0
      ],
      "sections": 39
    },
    "instructor_url": "/instructors/QUANYIN_HU--instructor_88f26e2696938dcd2105a57b"
  },
  {
    "instructor_uid": "instructor_9486db9ecfbd1f39e405ecfb",
    "source": "madgrades",
    "source_instructor_id": "6284119",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAWON KIM",
    "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": 3.68,
      "graded": 295,
      "counts": [
        168,
        78,
        40,
        5,
        4,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/DAWON_KIM"
  },
  {
    "instructor_uid": "instructor_35f8597b44d94af769731d5d",
    "source": "madgrades",
    "source_instructor_id": "6559446",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TYLER TANG",
    "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": 3.539,
      "graded": 217,
      "counts": [
        86,
        81,
        35,
        11,
        4,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/TYLER_TANG--instructor_35f8597b44d94af769731d5d"
  },
  {
    "instructor_uid": "instructor_c17e6eb35c05bbce17df5ffb",
    "source": "madgrades",
    "source_instructor_id": "6087705",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MORTEZA RASOULIANBOROUJENI",
    "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": 3.649,
      "graded": 94,
      "counts": [
        51,
        25,
        14,
        3,
        1,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/MORTEZA_RASOULIANBOROUJENI--instructor_c17e6eb35c05bbce17df5ffb"
  },
  {
    "instructor_uid": "instructor_fa56ce1e9b86b374fdc4744c",
    "source": "madgrades",
    "source_instructor_id": "4401402",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAUL MARKER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 12,
      "quality": 2.5,
      "difficulty": 3.33,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:1433607",
      "source_url": "https://www.ratemyprofessors.com/professor/1433607",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:24.623830+00:00",
      "courses": {},
      "bayesian_quality": 3.224803614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.611,
      "graded": 6606,
      "counts": [
        3859,
        1208,
        1047,
        270,
        166,
        43,
        13
      ],
      "sections": 129
    },
    "instructor_url": "/instructors/PAUL_MARKER--instructor_fa56ce1e9b86b374fdc4744c"
  },
  {
    "instructor_uid": "instructor_0197f581e7b32ea9beaaeb8c",
    "source": "enrollment",
    "source_instructor_id": "devilliers",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Melgardt De Villiers",
    "email": "MELGARDT.DEVILLIERS@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/MELGARDT_DE_VILLIERS"
  },
  {
    "instructor_uid": "instructor_287af8c7590f4c2a4f4de720",
    "source": "enrollment",
    "source_instructor_id": "gskwon",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Glen Kwon",
    "email": "GLEN.KWON@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/GLEN_KWON"
  },
  {
    "instructor_uid": "instructor_2e549d4c5a38261e9b7a91da",
    "source": "enrollment",
    "source_instructor_id": "qhu66",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Quanyin Hu",
    "email": "QHU66@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/QUANYIN_HU"
  },
  {
    "instructor_uid": "instructor_31a83e0dac8fcaae3de69a63",
    "source": "enrollment",
    "source_instructor_id": "hbarkholtz",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Heather Barkholtz",
    "email": "HBARKHOLTZ@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/HEATHER_BARKHOLTZ"
  },
  {
    "instructor_uid": "instructor_7b19519cfc67c9e1f7246a4a",
    "source": "enrollment",
    "source_instructor_id": "mshayney",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mary Hayney",
    "email": "MARY.HAYNEY@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/MARY_HAYNEY"
  },
  {
    "instructor_uid": "instructor_8a9462bbd81a8594a8f3c9a6",
    "source": "enrollment",
    "source_instructor_id": "zzhu433",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Zixian Zhu",
    "email": "ZZHU433@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/ZIXIAN_ZHU"
  },
  {
    "instructor_uid": "instructor_c08c75a7cd828729b5c77206",
    "source": "enrollment",
    "source_instructor_id": "hong77",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Seungpyo Hong",
    "email": "SEUNGPYO.HONG@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/SEUNGPYO_HONG"
  },
  {
    "instructor_uid": "instructor_c0b703441fe53b1fe7aa0ec0",
    "source": "enrollment",
    "source_instructor_id": "wrose2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Warren Rose",
    "email": "WARREN.ROSE@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/WARREN_ROSE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Glen Kwon",
      "Lian Yu",
      "WATHAH GHASSAN ALANI"
    ],
    "a": 10,
    "ab": 41,
    "b": 48,
    "bc": 24,
    "c": 2,
    "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": 125,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "Glen Kwon"
    ],
    "a": 10,
    "ab": 28,
    "b": 51,
    "bc": 32,
    "c": 5,
    "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": 126,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "DARIN FURGESON",
      "Glen Kwon",
      "Lian Yu"
    ],
    "a": 13,
    "ab": 29,
    "b": 51,
    "bc": 29,
    "c": 7,
    "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": 129,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "Glen Kwon"
    ],
    "a": 19,
    "ab": 27,
    "b": 52,
    "bc": 26,
    "c": 9,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 133,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Glen Kwon",
      "Lian Yu",
      "MAY XIONG",
      "ROBERT THORNE"
    ],
    "a": 15,
    "ab": 29,
    "b": 58,
    "bc": 27,
    "c": 7,
    "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": 136,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Glen Kwon"
    ],
    "a": 14,
    "ab": 28,
    "b": 62,
    "bc": 20,
    "c": 5,
    "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": 129,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "Glen Kwon"
    ],
    "a": 12,
    "ab": 36,
    "b": 54,
    "bc": 18,
    "c": 10,
    "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": 130,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "Glen Kwon"
    ],
    "a": 8,
    "ab": 18,
    "b": 84,
    "bc": 16,
    "c": 7,
    "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": 133,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "APARNA LAKKARAJU",
      "Glen Kwon",
      "Lian Yu",
      "MAY XIONG",
      "Mary Hayney",
      "Melgardt De Villiers",
      "ROBERT THORNE",
      "Warren Rose"
    ],
    "a": 10,
    "ab": 25,
    "b": 55,
    "bc": 35,
    "c": 9,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 135,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "APARNA LAKKARAJU",
      "Glen Kwon",
      "Lian Yu",
      "MAY XIONG",
      "Mary Hayney",
      "Melgardt De Villiers",
      "ROBERT THORNE",
      "Warren Rose"
    ],
    "a": 27,
    "ab": 24,
    "b": 54,
    "bc": 19,
    "c": 3,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 127,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "APARNA LAKKARAJU",
      "Glen Kwon",
      "Lian Yu",
      "Mary Hayney",
      "Melgardt De Villiers",
      "ROBERT THORNE",
      "Warren Rose"
    ],
    "a": 17,
    "ab": 15,
    "b": 66,
    "bc": 40,
    "c": 8,
    "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": 146,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Glen Kwon",
      "Lian Yu",
      "Melgardt De Villiers",
      "Michael Taylor",
      "ROBERT THORNE"
    ],
    "a": 46,
    "ab": 35,
    "b": 56,
    "bc": 9,
    "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": 146,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Glen Kwon",
      "Lian Yu",
      "Melgardt De Villiers",
      "Michael Taylor",
      "ROBERT THORNE",
      "Seungpyo Hong"
    ],
    "a": 39,
    "ab": 40,
    "b": 33,
    "bc": 18,
    "c": 8,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 139,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Lian Yu",
      "Melgardt De Villiers",
      "Michael Taylor",
      "Seungpyo Hong"
    ],
    "a": 34,
    "ab": 62,
    "b": 26,
    "bc": 10,
    "c": 2,
    "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": 134,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Glen Kwon",
      "KAILA JAVIUS-JONES",
      "Melgardt De Villiers",
      "Michael Taylor",
      "Seungpyo Hong"
    ],
    "a": 82,
    "ab": 33,
    "b": 8,
    "bc": 2,
    "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": 125,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Glen Kwon",
      "Melgardt De Villiers",
      "Michael Taylor",
      "Quanyin Hu",
      "Seungpyo Hong"
    ],
    "a": 44,
    "ab": 28,
    "b": 15,
    "bc": 9,
    "c": 2,
    "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": 98,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Glen Kwon",
      "Melgardt De Villiers",
      "Michael Taylor",
      "Quanyin Hu",
      "Seungpyo Hong"
    ],
    "a": 40,
    "ab": 37,
    "b": 36,
    "bc": 8,
    "c": 2,
    "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": 123,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "DAWON KIM",
      "Glen Kwon",
      "Mary Hayney",
      "Melgardt De Villiers",
      "Michael Taylor",
      "Quanyin Hu",
      "Seungpyo Hong",
      "Warren Rose"
    ],
    "a": 31,
    "ab": 50,
    "b": 12,
    "bc": 3,
    "c": 2,
    "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": 98,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Glen Kwon",
      "MORTEZA RASOULIANBOROUJENI",
      "Mary Hayney",
      "Melgardt De Villiers",
      "Paul Marker",
      "Quanyin Hu",
      "TYLER TANG",
      "Warren Rose"
    ],
    "a": 51,
    "ab": 25,
    "b": 14,
    "bc": 3,
    "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": 94,
    "source_aliases": [
      "PHMSCI 540"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 540",
    "course_uid": "course_03ce20854d6acc1899f6703c",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Glen Kwon",
      "Melgardt De Villiers",
      "Quanyin Hu",
      "Seungpyo Hong",
      "TYLER TANG"
    ],
    "a": 35,
    "ab": 56,
    "b": 21,
    "bc": 8,
    "c": 3,
    "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": 123,
    "source_aliases": [
      "PHMSCI 540"
    ]
  }
]
```

### statistics

#### gpa

3.244

#### graded

2529

#### counts

* 557
* 666
* 856
* 356
* 92
* 2
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_03ce20854d6acc1899f6703c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_03ce20854d6acc1899f6703c-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_03ce20854d6acc1899f6703c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_03ce20854d6acc1899f6703c-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_03ce20854d6acc1899f6703c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_03ce20854d6acc1899f6703c-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_03ce20854d6acc1899f6703c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_03ce20854d6acc1899f6703c-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.243574535389482

#### count

2529

#### university

##### size

4146

##### gpa Percentile

10

##### count Percentile

95

##### median Count

193

##### 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 | 10    | false   |
| 2.8–3.2 | 326   | false   |
| 3.2–3.6 | 1185  | true    |
| 3.6–4.0 | 2625  | false   |

#### departments

```json
[
  {
    "subject": "PHMSCI",
    "comparison": {
      "size": 21,
      "gpaPercentile": 5,
      "countPercentile": 85,
      "medianCount": 319,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.132

##### count

125

##### university

###### size

723

###### gpa Percentile

29

###### count Percentile

75

###### 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 | 1     | false   |
| 2.4–2.8 | 62    | false   |
| 2.8–3.2 | 174   | true    |
| 3.2–3.6 | 306   | false   |
| 3.6–4.0 | 180   | false   |

##### departments

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

#### 1082

##### term

1082

##### gpa

3.0238095238095237

##### count

126

##### university

###### size

723

###### gpa Percentile

20

###### count Percentile

74

###### median Count

68

###### 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 | 51    | false   |
| 2.8–3.2 | 202   | true    |
| 3.2–3.6 | 265   | false   |
| 3.6–4.0 | 204   | false   |

##### departments

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

#### 1092

##### term

1092

##### gpa

3.046511627906977

##### count

129

##### university

###### size

732

###### gpa Percentile

20

###### count Percentile

74

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | true    |
| 3.2–3.6 | 271   | false   |
| 3.6–4.0 | 211   | false   |

##### departments

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

#### 1102

##### term

1102

##### gpa

3.0789473684210527

##### count

133

##### university

###### size

774

###### gpa Percentile

24

###### count Percentile

77

###### 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 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | true    |
| 3.2–3.6 | 287   | false   |
| 3.6–4.0 | 235   | false   |

##### departments

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

#### 1112

##### term

1112

##### gpa

3.0661764705882355

##### count

136

##### university

###### size

805

###### gpa Percentile

21

###### count Percentile

79

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 218   | true    |
| 3.2–3.6 | 316   | false   |
| 3.6–4.0 | 225   | false   |

##### departments

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

#### 1122

##### term

1122

##### gpa

3.10077519379845

##### count

129

##### university

###### size

804

###### gpa Percentile

25

###### count Percentile

77

###### 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 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | true    |
| 3.2–3.6 | 282   | false   |
| 3.6–4.0 | 248   | false   |

##### departments

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

#### 1132

##### term

1132

##### gpa

3.0846153846153848

##### count

130

##### university

###### size

851

###### gpa Percentile

22

###### count Percentile

78

###### 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 | 40    | false   |
| 2.8–3.2 | 234   | true    |
| 3.2–3.6 | 303   | false   |
| 3.6–4.0 | 272   | false   |

##### departments

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

#### 1142

##### term

1142

##### gpa

3.0150375939849625

##### count

133

##### university

###### size

853

###### gpa Percentile

16

###### count Percentile

78

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | true    |
| 3.2–3.6 | 320   | false   |
| 3.6–4.0 | 268   | false   |

##### departments

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

#### 1152

##### term

1152

##### gpa

2.9555555555555557

##### count

135

##### university

###### size

918

###### gpa Percentile

11

###### count Percentile

78

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 227   | true    |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 286   | false   |

##### departments

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

#### 1162

##### term

1162

##### gpa

3.2086614173228347

##### count

127

##### university

###### size

954

###### gpa Percentile

28

###### count Percentile

77

###### median Count

64.5

###### 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 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

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

#### 1172

##### term

1172

##### gpa

2.9760273972602738

##### count

146

##### university

###### size

991

###### gpa Percentile

9

###### count Percentile

81

###### 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 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | true    |
| 3.2–3.6 | 353   | false   |
| 3.6–4.0 | 390   | false   |

##### departments

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

#### 1182

##### term

1182

##### gpa

3.404109589041096

##### count

146

##### university

###### size

1025

###### gpa Percentile

41

###### count Percentile

81

###### 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 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

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

#### 1192

##### term

1192

##### gpa

3.287769784172662

##### count

139

##### university

###### size

1077

###### gpa Percentile

28

###### count Percentile

79

###### 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 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

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

#### 1202

##### term

1202

##### gpa

3.4328358208955225

##### count

134

##### university

###### size

1102

###### gpa Percentile

39

###### count Percentile

76

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

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

#### 1212

##### term

1212

##### gpa

3.78

##### count

125

##### university

###### size

1111

###### gpa Percentile

66

###### count Percentile

74

###### median Count

68

###### 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 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

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

#### 1222

##### term

1222

##### gpa

3.5255102040816326

##### count

98

##### university

###### size

1157

###### gpa Percentile

40

###### count Percentile

66

###### median Count

64

###### 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 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

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

#### 1232

##### term

1232

##### gpa

3.426829268292683

##### count

123

##### university

###### size

1216

###### gpa Percentile

30

###### count Percentile

74

###### 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   | true    |
| 3.6–4.0 | 670   | false   |

##### departments

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

#### 1242

##### term

1242

##### gpa

3.5357142857142856

##### count

98

##### university

###### size

1295

###### gpa Percentile

37

###### count Percentile

67

###### 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   | true    |
| 3.6–4.0 | 726   | false   |

##### departments

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

#### 1252

##### term

1252

##### gpa

3.648936170212766

##### count

94

##### university

###### size

1333

###### gpa Percentile

46

###### count Percentile

63

###### 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": 18,
      "countPercentile": 64,
      "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
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.4552845528455283

##### count

123

##### university

###### size

1320

###### gpa Percentile

26

###### count Percentile

74

###### median Count

70

###### histogram

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

##### departments

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

### benchmarks

#### all

##### school

###### size

4146

###### gpa

3.655576857310451

###### top Share

81.61127984016484

###### count

193

##### PHMSCI

###### size

21

###### gpa

3.672622649012828

###### top Share

80.38945293763786

###### count

319

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 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

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 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

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_821427302fcbd54eab817226",
    "name": "GLEN KWON",
    "count": 2395,
    "terms": [
      {
        "term": "1072",
        "count": 125,
        "sections": 1,
        "gpa": 3.132
      },
      {
        "term": "1082",
        "count": 126,
        "sections": 1,
        "gpa": 3.0238095238095237
      },
      {
        "term": "1092",
        "count": 129,
        "sections": 1,
        "gpa": 3.046511627906977
      },
      {
        "term": "1102",
        "count": 133,
        "sections": 1,
        "gpa": 3.0789473684210527
      },
      {
        "term": "1112",
        "count": 136,
        "sections": 1,
        "gpa": 3.0661764705882355
      },
      {
        "term": "1122",
        "count": 129,
        "sections": 1,
        "gpa": 3.10077519379845
      },
      {
        "term": "1132",
        "count": 130,
        "sections": 1,
        "gpa": 3.0846153846153848
      },
      {
        "term": "1142",
        "count": 133,
        "sections": 1,
        "gpa": 3.0150375939849625
      },
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      },
      {
        "term": "1182",
        "count": 146,
        "sections": 1,
        "gpa": 3.404109589041096
      },
      {
        "term": "1192",
        "count": 139,
        "sections": 1,
        "gpa": 3.287769784172662
      },
      {
        "term": "1212",
        "count": 125,
        "sections": 1,
        "gpa": 3.78
      },
      {
        "term": "1222",
        "count": 98,
        "sections": 1,
        "gpa": 3.5255102040816326
      },
      {
        "term": "1232",
        "count": 123,
        "sections": 1,
        "gpa": 3.426829268292683
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      },
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      },
      {
        "term": "1262",
        "count": 123,
        "sections": 1,
        "gpa": 3.4552845528455283
      }
    ]
  },
  {
    "uid": "instructor_b3cffd9bd716e8b625a044a9",
    "name": "MELGARDT DE VILLIERS",
    "count": 1488,
    "terms": [
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      },
      {
        "term": "1182",
        "count": 146,
        "sections": 1,
        "gpa": 3.404109589041096
      },
      {
        "term": "1192",
        "count": 139,
        "sections": 1,
        "gpa": 3.287769784172662
      },
      {
        "term": "1202",
        "count": 134,
        "sections": 1,
        "gpa": 3.4328358208955225
      },
      {
        "term": "1212",
        "count": 125,
        "sections": 1,
        "gpa": 3.78
      },
      {
        "term": "1222",
        "count": 98,
        "sections": 1,
        "gpa": 3.5255102040816326
      },
      {
        "term": "1232",
        "count": 123,
        "sections": 1,
        "gpa": 3.426829268292683
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      },
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      },
      {
        "term": "1262",
        "count": 123,
        "sections": 1,
        "gpa": 3.4552845528455283
      }
    ]
  },
  {
    "uid": "instructor_9611266a2644ceeb00324f3e",
    "name": "LIAN YU",
    "count": 1217,
    "terms": [
      {
        "term": "1072",
        "count": 125,
        "sections": 1,
        "gpa": 3.132
      },
      {
        "term": "1092",
        "count": 129,
        "sections": 1,
        "gpa": 3.046511627906977
      },
      {
        "term": "1112",
        "count": 136,
        "sections": 1,
        "gpa": 3.0661764705882355
      },
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      },
      {
        "term": "1182",
        "count": 146,
        "sections": 1,
        "gpa": 3.404109589041096
      },
      {
        "term": "1192",
        "count": 139,
        "sections": 1,
        "gpa": 3.287769784172662
      },
      {
        "term": "1202",
        "count": 134,
        "sections": 1,
        "gpa": 3.4328358208955225
      }
    ]
  },
  {
    "uid": "instructor_429dfc931196c597cce8a03d",
    "name": "MICHAEL TAYLOR",
    "count": 863,
    "terms": [
      {
        "term": "1182",
        "count": 146,
        "sections": 1,
        "gpa": 3.404109589041096
      },
      {
        "term": "1192",
        "count": 139,
        "sections": 1,
        "gpa": 3.287769784172662
      },
      {
        "term": "1202",
        "count": 134,
        "sections": 1,
        "gpa": 3.4328358208955225
      },
      {
        "term": "1212",
        "count": 125,
        "sections": 1,
        "gpa": 3.78
      },
      {
        "term": "1222",
        "count": 98,
        "sections": 1,
        "gpa": 3.5255102040816326
      },
      {
        "term": "1232",
        "count": 123,
        "sections": 1,
        "gpa": 3.426829268292683
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      }
    ]
  },
  {
    "uid": "instructor_4b903c4215d6f14aa216d214",
    "name": "SEUNGPYO HONG",
    "count": 840,
    "terms": [
      {
        "term": "1192",
        "count": 139,
        "sections": 1,
        "gpa": 3.287769784172662
      },
      {
        "term": "1202",
        "count": 134,
        "sections": 1,
        "gpa": 3.4328358208955225
      },
      {
        "term": "1212",
        "count": 125,
        "sections": 1,
        "gpa": 3.78
      },
      {
        "term": "1222",
        "count": 98,
        "sections": 1,
        "gpa": 3.5255102040816326
      },
      {
        "term": "1232",
        "count": 123,
        "sections": 1,
        "gpa": 3.426829268292683
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      },
      {
        "term": "1262",
        "count": 123,
        "sections": 1,
        "gpa": 3.4552845528455283
      }
    ]
  },
  {
    "uid": "instructor_ca7a9a84cbad744f0f561598",
    "name": "ROBERT THORNE",
    "count": 829,
    "terms": [
      {
        "term": "1112",
        "count": 136,
        "sections": 1,
        "gpa": 3.0661764705882355
      },
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      },
      {
        "term": "1182",
        "count": 146,
        "sections": 1,
        "gpa": 3.404109589041096
      },
      {
        "term": "1192",
        "count": 139,
        "sections": 1,
        "gpa": 3.287769784172662
      }
    ]
  },
  {
    "uid": "instructor_08ce8edb16366847f757f9a5",
    "name": "MARY HAYNEY",
    "count": 600,
    "terms": [
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      },
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      }
    ]
  },
  {
    "uid": "instructor_f1a360d6b9a97b11906115ba",
    "name": "WARREN ROSE",
    "count": 600,
    "terms": [
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      },
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      }
    ]
  },
  {
    "uid": "instructor_88f26e2696938dcd2105a57b",
    "name": "QUANYIN HU",
    "count": 536,
    "terms": [
      {
        "term": "1222",
        "count": 98,
        "sections": 1,
        "gpa": 3.5255102040816326
      },
      {
        "term": "1232",
        "count": 123,
        "sections": 1,
        "gpa": 3.426829268292683
      },
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      },
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      },
      {
        "term": "1262",
        "count": 123,
        "sections": 1,
        "gpa": 3.4552845528455283
      }
    ]
  },
  {
    "uid": "instructor_aade6ca903b2038c052e1edc",
    "name": "APARNA LAKKARAJU",
    "count": 408,
    "terms": [
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      },
      {
        "term": "1172",
        "count": 146,
        "sections": 1,
        "gpa": 2.9760273972602738
      }
    ]
  },
  {
    "uid": "instructor_b43013a281afe44ebf5f573f",
    "name": "MAY XIONG",
    "count": 398,
    "terms": [
      {
        "term": "1112",
        "count": 136,
        "sections": 1,
        "gpa": 3.0661764705882355
      },
      {
        "term": "1152",
        "count": 135,
        "sections": 1,
        "gpa": 2.9555555555555557
      },
      {
        "term": "1162",
        "count": 127,
        "sections": 1,
        "gpa": 3.2086614173228347
      }
    ]
  },
  {
    "uid": "instructor_35f8597b44d94af769731d5d",
    "name": "TYLER TANG",
    "count": 217,
    "terms": [
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      },
      {
        "term": "1262",
        "count": 123,
        "sections": 1,
        "gpa": 3.4552845528455283
      }
    ]
  },
  {
    "uid": "instructor_86d854f69bb7f8de4e46f040",
    "name": "DARIN FURGESON",
    "count": 129,
    "terms": [
      {
        "term": "1092",
        "count": 129,
        "sections": 1,
        "gpa": 3.046511627906977
      }
    ]
  },
  {
    "uid": "instructor_c28b92c63cab0c78e230bca2",
    "name": "WATHAH GHASSAN ALANI",
    "count": 125,
    "terms": [
      {
        "term": "1072",
        "count": 125,
        "sections": 1,
        "gpa": 3.132
      }
    ]
  },
  {
    "uid": "instructor_d74dc9aab092c42306e67b8c",
    "name": "KAILA JAVIUS-JONES",
    "count": 125,
    "terms": [
      {
        "term": "1212",
        "count": 125,
        "sections": 1,
        "gpa": 3.78
      }
    ]
  },
  {
    "uid": "instructor_9486db9ecfbd1f39e405ecfb",
    "name": "DAWON KIM",
    "count": 98,
    "terms": [
      {
        "term": "1242",
        "count": 98,
        "sections": 1,
        "gpa": 3.5357142857142856
      }
    ]
  },
  {
    "uid": "instructor_c17e6eb35c05bbce17df5ffb",
    "name": "MORTEZA RASOULIANBOROUJENI",
    "count": 94,
    "terms": [
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      }
    ]
  },
  {
    "uid": "instructor_fa56ce1e9b86b374fdc4744c",
    "name": "PAUL MARKER",
    "count": 94,
    "terms": [
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.648936170212766
      }
    ]
  }
]
```

## following

| code       | title                            |
| ---------- | -------------------------------- |
| PHMSCI 542 | PARENTERAL THERAPY AND NUTRITION |

## projection

### target

1272

### interval

#### lower

3.03

#### upper

4

#### coverage

80

#### terms

8

### gpa

3.5209055797330358

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 37.822777372940216 |
| AB    | 37.64951077250142  |
| B     | 17.277353834890146 |
| BC    | 5.386766467561794  |
| C     | 1.8635915521064133 |
| D     | 0                  |
| F     | 0                  |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

536

### same Season

true

### historical Range

* 3.426829268292683
* 3.648936170212766

### backtest

#### terms

8

#### gpa Error

0.16145261451001047

#### mix Error

20.489440687086365
