# PHMSCI 541: Pharmaceutical Calculations, Dispensing and Compounding | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PHMSCI_541)

## 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

d81d1ab1369683460d77816ece5af58e3dadf3f8428feefd3744ca675c333032

### course id

PHMSCI 541

### course uid

course\_791bf4f5a32573ea379ede75

### catalog version id

73830f098e5890780323e05157d9fc2e8a82fbb8562b207da6e31dbc5734ad94

### course number

541

### subjects

* PHMSCI

### title

PHARMACEUTICAL CALCULATIONS, DISPENSING AND COMPOUNDING

### description

Introductory laboratory course in compounding and dispensing of pharmaceutical dosage forms, including sterile products. Includes practice in interpretation of prescription orders, pharmaceutical calculations, compounding procedures, physical manipulation of drugs and dosage form components, and product packaging and labeling.

### requirements text

PHM SCI 420

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

387ec064c365c3bb3f715eb0b9f085a35ec5792e5fa4ce2ddca2514d15da45a9

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Introductory laboratory course covering pharmaceutical calculations, dispensing, and compounding of dosage forms including sterile products.

### llm topics

* Pharmaceutical dosage forms
* Sterile products
* Prescription order interpretation
* Pharmaceutical calculations

### llm skills

* Interpretation of prescription orders
* Pharmaceutical calculations
* Compounding procedures
* Physical manipulation of drugs and dosage forms
* Product packaging and labeling

### llm assumed background

* Physicochemical principles of drug formulation and delivery

### llm search phrases

* pharmaceutical compounding laboratory
* sterile product preparation
* prescription interpretation
* pharmaceutical calculations
* drug dispensing procedures

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

2724795db9f7eafa7f41b2450ed309e673695283e01da4f861d8e220c02d3143

#### course id

PHMSCI 541

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2024: 3.49 GPA, 69.9% A/AB (n=93 letter grades); Spring 2025: 3.59 GPA, 77.0% A/AB (n=126 letter grades); Spring 2026: 3.67 GPA, 80.3% A/AB (n=132 letter grades).

```json
{
  "citations": [
    {
      "course_id": "PHMSCI 541",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "44a18a2a-bed3-35e4-bf5b-e6963bf5eb63",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 541",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "44a18a2a-bed3-35e4-bf5b-e6963bf5eb63",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "PHMSCI 541",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "44a18a2a-bed3-35e4-bf5b-e6963bf5eb63",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 420,
      "minimum_grade": null,
      "subjects": [
        "PHMSCI"
      ],
      "timing": "prior"
    },
    "evidence": "PHM SCI 420",
    "id": "n0",
    "kind": "course"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "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_039c1f335afa8b6d0416248e",
    "source": "madgrades",
    "source_instructor_id": "1259235",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BONNIE FINGERHUT",
    "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": 3.63,
      "graded": 2645,
      "counts": [
        1485,
        551,
        492,
        67,
        42,
        6,
        2
      ],
      "sections": 20
    },
    "instructor_url": "/instructors/BONNIE_FINGERHUT--instructor_039c1f335afa8b6d0416248e"
  },
  {
    "instructor_uid": "instructor_095b701ec5d4005d11372bc8",
    "source": "madgrades",
    "source_instructor_id": "6363626",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YIXIN WANG",
    "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": 3.776,
      "graded": 321,
      "counts": [
        224,
        56,
        37,
        2,
        2,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/YIXIN_WANG"
  },
  {
    "instructor_uid": "instructor_347c147b69a4b3f562dc0142",
    "source": "madgrades",
    "source_instructor_id": "5863695",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ZEXIN ZHU",
    "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": 3.753,
      "graded": 223,
      "counts": [
        150,
        42,
        27,
        2,
        2,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/ZEXIN_ZHU--instructor_347c147b69a4b3f562dc0142"
  },
  {
    "instructor_uid": "instructor_5c73d2cf75ba3a5666dabab3",
    "source": "madgrades",
    "source_instructor_id": "6217005",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KE WANG",
    "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": 3.737,
      "graded": 658,
      "counts": [
        436,
        125,
        74,
        19,
        4,
        0,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/KE_WANG--instructor_5c73d2cf75ba3a5666dabab3"
  },
  {
    "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"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 85,
    "ab": 18,
    "b": 19,
    "bc": 1,
    "c": 0,
    "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": 124,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 73,
    "ab": 17,
    "b": 26,
    "bc": 5,
    "c": 4,
    "d": 2,
    "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 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 33,
    "ab": 30,
    "b": 42,
    "bc": 16,
    "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": 131,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 41,
    "ab": 25,
    "b": 52,
    "bc": 13,
    "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": 134,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 42,
    "ab": 29,
    "b": 42,
    "bc": 10,
    "c": 9,
    "d": 4,
    "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 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 37,
    "ab": 31,
    "b": 53,
    "bc": 6,
    "c": 4,
    "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": 131,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 65,
    "ab": 28,
    "b": 28,
    "bc": 6,
    "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": 129,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 71,
    "ab": 20,
    "b": 36,
    "bc": 4,
    "c": 4,
    "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": 136,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 59,
    "ab": 38,
    "b": 32,
    "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": 134,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 72,
    "ab": 30,
    "b": 18,
    "bc": 3,
    "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": 126,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 69,
    "ab": 38,
    "b": 35,
    "bc": 4,
    "c": 4,
    "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": 150,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 38,
    "ab": 38,
    "b": 50,
    "bc": 12,
    "c": 5,
    "d": 3,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 148,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 68,
    "ab": 32,
    "b": 29,
    "bc": 8,
    "c": 4,
    "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": 141,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 78,
    "ab": 20,
    "b": 26,
    "bc": 4,
    "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": 135,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 101,
    "ab": 17,
    "b": 8,
    "bc": 1,
    "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": 127,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 85,
    "ab": 26,
    "b": 20,
    "bc": 1,
    "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": 132,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "DAWON KIM",
      "KE WANG",
      "Melgardt De Villiers",
      "Yiting Wang",
      "Zixian Zhu"
    ],
    "a": 56,
    "ab": 21,
    "b": 18,
    "bc": 2,
    "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": 99,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Melgardt De Villiers"
    ],
    "a": 36,
    "ab": 29,
    "b": 23,
    "bc": 2,
    "c": 2,
    "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": 93,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 59,
    "ab": 38,
    "b": 26,
    "bc": 1,
    "c": 1,
    "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": 126,
    "source_aliases": [
      "PHMSCI 541"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PHMSCI 541",
    "course_uid": "course_791bf4f5a32573ea379ede75",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Bonnie Fingerhut",
      "Melgardt De Villiers"
    ],
    "a": 74,
    "ab": 32,
    "b": 25,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 132,
    "source_aliases": [
      "PHMSCI 541"
    ]
  }
]
```

### statistics

#### gpa

3.529

#### graded

2591

#### counts

* 1242
* 557
* 608
* 102
* 67
* 13
* 2

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_791bf4f5a32573ea379ede75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_791bf4f5a32573ea379ede75-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_791bf4f5a32573ea379ede75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_791bf4f5a32573ea379ede75-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_791bf4f5a32573ea379ede75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_791bf4f5a32573ea379ede75-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.528946352759552

#### count

2591

#### university

##### size

4742

##### gpa Percentile

30

##### count Percentile

97

##### median Count

162

##### 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 | 19    | false   |
| 2.8–3.2 | 361   | false   |
| 3.2–3.6 | 1376  | true    |
| 3.6–4.0 | 2986  | false   |

#### departments

```json
[
  {
    "subject": "PHMSCI",
    "comparison": {
      "size": 32,
      "gpaPercentile": 32,
      "countPercentile": 97,
      "medianCount": 137.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 19,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.7379032258064515

##### count

124

##### university

###### size

723

###### gpa Percentile

83

###### 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   | false   |
| 3.2–3.6 | 306   | false   |
| 3.6–4.0 | 180   | true    |

##### departments

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

#### 1082

##### term

1082

##### gpa

3.559055118110236

##### count

127

##### university

###### size

723

###### gpa Percentile

69

###### 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   | false   |
| 3.2–3.6 | 265   | true    |
| 3.6–4.0 | 204   | false   |

##### departments

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

#### 1092

##### term

1092

##### gpa

3.2290076335877864

##### count

131

##### university

###### size

732

###### gpa Percentile

37

###### 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   | false   |
| 3.2–3.6 | 271   | true    |
| 3.6–4.0 | 211   | false   |

##### departments

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

#### 1102

##### term

1102

##### gpa

3.328358208955224

##### count

134

##### university

###### size

774

###### gpa Percentile

46

###### 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   | false   |
| 3.2–3.6 | 287   | true    |
| 3.6–4.0 | 235   | false   |

##### departments

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

#### 1112

##### term

1112

##### gpa

3.2536764705882355

##### count

136

##### university

###### size

805

###### gpa Percentile

38

###### 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   | false   |
| 3.2–3.6 | 316   | true    |
| 3.6–4.0 | 225   | false   |

##### departments

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

#### 1122

##### term

1122

##### gpa

3.3473282442748094

##### count

131

##### university

###### size

804

###### gpa Percentile

48

###### count Percentile

78

###### 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   | false   |
| 3.2–3.6 | 282   | true    |
| 3.6–4.0 | 248   | false   |

##### departments

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

#### 1124

##### term

1124

##### gpa

3.5736434108527133

##### count

129

##### university

###### size

821

###### gpa Percentile

64

###### 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 | 1     | false   |
| 2.4–2.8 | 39    | false   |
| 2.8–3.2 | 223   | false   |
| 3.2–3.6 | 278   | true    |
| 3.6–4.0 | 280   | false   |

##### departments

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

#### 1134

##### term

1134

##### gpa

3.536764705882353

##### count

136

##### university

###### size

852

###### gpa Percentile

61

###### count Percentile

81

###### 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 | 30    | false   |
| 2.8–3.2 | 229   | false   |
| 3.2–3.6 | 304   | true    |
| 3.6–4.0 | 287   | false   |

##### departments

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

#### 1144

##### term

1144

##### gpa

3.5559701492537314

##### count

134

##### university

###### size

878

###### gpa Percentile

62

###### count Percentile

82

###### 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 | 4     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 243   | false   |
| 3.2–3.6 | 302   | true    |
| 3.6–4.0 | 299   | false   |

##### departments

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

#### 1154

##### term

1154

##### gpa

3.6547619047619047

##### count

126

##### university

###### size

935

###### gpa Percentile

69

###### count Percentile

79

###### median Count

63

###### 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 | 38    | false   |
| 2.8–3.2 | 237   | false   |
| 3.2–3.6 | 326   | false   |
| 3.6–4.0 | 334   | true    |

##### departments

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

#### 1164

##### term

1164

##### gpa

3.546666666666667

##### count

150

##### university

###### size

965

###### gpa Percentile

55

###### count Percentile

83

###### 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 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

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

#### 1174

##### term

1174

##### gpa

3.22972972972973

##### count

148

##### university

###### size

955

###### gpa Percentile

29

###### count Percentile

83

###### 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 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | true    |
| 3.6–4.0 | 369   | false   |

##### departments

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

#### 1184

##### term

1184

##### gpa

3.5390070921985815

##### count

141

##### university

###### size

1010

###### gpa Percentile

53

###### count Percentile

80

###### 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 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

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

#### 1194

##### term

1194

##### gpa

3.585185185185185

##### count

135

##### university

###### size

1040

###### gpa Percentile

55

###### 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 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | true    |
| 3.6–4.0 | 454   | false   |

##### departments

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

#### 1204

##### term

1204

##### gpa

3.858267716535433

##### count

127

##### university

###### size

1012

###### gpa Percentile

67

###### count Percentile

78

###### median Count

65.5

###### 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 | 0     | false   |
| 2.4–2.8 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

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

#### 1224

##### term

1224

##### gpa

3.7386363636363638

##### count

132

##### university

###### size

1171

###### gpa Percentile

61

###### count Percentile

80

###### 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 | 3     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 173   | false   |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | true    |

##### departments

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

#### 1234

##### term

1234

##### gpa

3.6414141414141414

##### count

99

##### university

###### size

1188

###### gpa Percentile

49

###### count Percentile

69

###### median Count

65

###### histogram

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

##### departments

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

#### 1244

##### term

1244

##### gpa

3.489247311827957

##### count

93

##### university

###### size

1241

###### gpa Percentile

32

###### count Percentile

66

###### median Count

65

###### histogram

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

##### departments

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

#### 1254

##### term

1254

##### gpa

3.5912698412698414

##### count

126

##### university

###### size

1289

###### gpa Percentile

40

###### 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 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

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

#### 1264

##### term

1264

##### gpa

3.6742424242424243

##### count

132

##### university

###### size

1283

###### gpa Percentile

47

###### 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 | 1     | false   |
| 2.4–2.8 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

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

### benchmarks

#### all

##### school

###### size

4742

###### gpa

3.6506692549614574

###### top Share

81.28945138522218

###### count

162

##### PHMSCI

###### size

32

###### gpa

3.6490345921111422

###### top Share

78.86370913318045

###### count

137.5

#### 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

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_b3cffd9bd716e8b625a044a9",
    "name": "MELGARDT DE VILLIERS",
    "count": 2591,
    "terms": [
      {
        "term": "1072",
        "count": 124,
        "sections": 1,
        "gpa": 3.7379032258064515
      },
      {
        "term": "1082",
        "count": 127,
        "sections": 1,
        "gpa": 3.559055118110236
      },
      {
        "term": "1092",
        "count": 131,
        "sections": 1,
        "gpa": 3.2290076335877864
      },
      {
        "term": "1102",
        "count": 134,
        "sections": 1,
        "gpa": 3.328358208955224
      },
      {
        "term": "1112",
        "count": 136,
        "sections": 1,
        "gpa": 3.2536764705882355
      },
      {
        "term": "1122",
        "count": 131,
        "sections": 1,
        "gpa": 3.3473282442748094
      },
      {
        "term": "1124",
        "count": 129,
        "sections": 1,
        "gpa": 3.5736434108527133
      },
      {
        "term": "1134",
        "count": 136,
        "sections": 1,
        "gpa": 3.536764705882353
      },
      {
        "term": "1144",
        "count": 134,
        "sections": 1,
        "gpa": 3.5559701492537314
      },
      {
        "term": "1154",
        "count": 126,
        "sections": 1,
        "gpa": 3.6547619047619047
      },
      {
        "term": "1164",
        "count": 150,
        "sections": 1,
        "gpa": 3.546666666666667
      },
      {
        "term": "1174",
        "count": 148,
        "sections": 1,
        "gpa": 3.22972972972973
      },
      {
        "term": "1184",
        "count": 141,
        "sections": 1,
        "gpa": 3.5390070921985815
      },
      {
        "term": "1194",
        "count": 135,
        "sections": 1,
        "gpa": 3.585185185185185
      },
      {
        "term": "1204",
        "count": 127,
        "sections": 1,
        "gpa": 3.858267716535433
      },
      {
        "term": "1224",
        "count": 132,
        "sections": 1,
        "gpa": 3.7386363636363638
      },
      {
        "term": "1234",
        "count": 99,
        "sections": 1,
        "gpa": 3.6414141414141414
      },
      {
        "term": "1244",
        "count": 93,
        "sections": 1,
        "gpa": 3.489247311827957
      },
      {
        "term": "1254",
        "count": 126,
        "sections": 1,
        "gpa": 3.5912698412698414
      },
      {
        "term": "1264",
        "count": 132,
        "sections": 1,
        "gpa": 3.6742424242424243
      }
    ]
  },
  {
    "uid": "instructor_039c1f335afa8b6d0416248e",
    "name": "BONNIE FINGERHUT",
    "count": 1484,
    "terms": [
      {
        "term": "1092",
        "count": 131,
        "sections": 1,
        "gpa": 3.2290076335877864
      },
      {
        "term": "1122",
        "count": 131,
        "sections": 1,
        "gpa": 3.3473282442748094
      },
      {
        "term": "1124",
        "count": 129,
        "sections": 1,
        "gpa": 3.5736434108527133
      },
      {
        "term": "1134",
        "count": 136,
        "sections": 1,
        "gpa": 3.536764705882353
      },
      {
        "term": "1144",
        "count": 134,
        "sections": 1,
        "gpa": 3.5559701492537314
      },
      {
        "term": "1154",
        "count": 126,
        "sections": 1,
        "gpa": 3.6547619047619047
      },
      {
        "term": "1164",
        "count": 150,
        "sections": 1,
        "gpa": 3.546666666666667
      },
      {
        "term": "1174",
        "count": 148,
        "sections": 1,
        "gpa": 3.22972972972973
      },
      {
        "term": "1184",
        "count": 141,
        "sections": 1,
        "gpa": 3.5390070921985815
      },
      {
        "term": "1254",
        "count": 126,
        "sections": 1,
        "gpa": 3.5912698412698414
      },
      {
        "term": "1264",
        "count": 132,
        "sections": 1,
        "gpa": 3.6742424242424243
      }
    ]
  },
  {
    "uid": "instructor_095b701ec5d4005d11372bc8",
    "name": "YIXIN WANG",
    "count": 99,
    "terms": [
      {
        "term": "1234",
        "count": 99,
        "sections": 1,
        "gpa": 3.6414141414141414
      }
    ]
  },
  {
    "uid": "instructor_347c147b69a4b3f562dc0142",
    "name": "ZEXIN ZHU",
    "count": 99,
    "terms": [
      {
        "term": "1234",
        "count": 99,
        "sections": 1,
        "gpa": 3.6414141414141414
      }
    ]
  },
  {
    "uid": "instructor_5c73d2cf75ba3a5666dabab3",
    "name": "KE WANG",
    "count": 99,
    "terms": [
      {
        "term": "1234",
        "count": 99,
        "sections": 1,
        "gpa": 3.6414141414141414
      }
    ]
  },
  {
    "uid": "instructor_9486db9ecfbd1f39e405ecfb",
    "name": "DAWON KIM",
    "count": 99,
    "terms": [
      {
        "term": "1234",
        "count": 99,
        "sections": 1,
        "gpa": 3.6414141414141414
      }
    ]
  }
]
```

## following

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

## projection

### target

1272

### gpa

3.622122225064756

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 51.65174048271191   |
| AB    | 25.956354850429864  |
| B     | 19.868645571076055  |
| BC    | 0.9983077063269292  |
| C     | 1.1313612306227192  |
| D     | 0.39359015883251647 |
| F     | 0                   |

### source Terms

* 1264
* 1254
* 1244
* 1234
* 1224

### source Count

582

### same Season

false

### historical Range

* 3.489247311827957
* 3.7386363636363638

### backtest

#### terms

3

#### gpa Error

0.1120285029235298

#### mix Error

15.25359193442293
