# LSC 435: Brand Strategy for the Sciences | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LSC_435)

## 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
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* 1242
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### 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

895312ad2d0a6b0af00862976408129d146e7f6f5af2699684b363b358bb7615

### course id

LSC 435

### course uid

course\_b1643da484aa8ec3f7b1c2a0

### catalog version id

5a98744ea27f26be1947246ad2e853883e8421fefd3cf5da4cfe9651dac1593d

### course number

435

### subjects

* LSC

### title

BRAND STRATEGY FOR THE SCIENCES

### description

Explores strategic marketing, branding, and communication planning specific to science, technology, and environmental industries. Examines the sociological and psychological processes shaping audiences' perceptions of various brands, and discusses how to apply various strategies and frameworks to reinforce these perceptions and guide marketing and communication efforts. Combines portfolio-building writing as well as in-class presentations and discussion on contemporary marketing, branding issues, including strategic marketing plans.

### requirements text

LSC 270,GEN BUS 311,MARKETNG 300,CNSR SCI 477, or graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

c22e36b49feb382ae2be36da097de3b819de94f6aef27ec3e26e15859fb9d06c

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Explores strategic marketing, branding, and communication planning for science, technology, and environmental industries.

### llm topics

* Strategic marketing, branding, and communication planning for science/tech/environmental industries
* Sociological and psychological processes shaping audience perceptions
* Contemporary marketing and branding issues

### llm skills

* Portfolio-building writing and in-class presentations
* Applying strategies and frameworks to guide marketing and communication efforts
* Examining sociological and psychological processes shaping audience perceptions

### llm assumed background

* Foundational knowledge in marketing communication, marketing management, general business fundamentals, and consumer behavior.

### llm search phrases

* science marketing strategy
* brand communication sciences
* environmental industry marketing
* consumer behavior science
* strategic marketing plan portfolio

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

c42c77ebc86a8e3ef15a622899cc717302632344f450f41d9cbadbc30f8c4214

#### course id

LSC 435

#### 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 2023: 3.94 GPA, 97.2% A/AB (n=36 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=17 letter grades); Spring 2025: 3.92 GPA, 100.0% A/AB (n=33 letter grades).

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```

#### student experience

None recorded.

#### task hash

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#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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```

### grades

```json
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    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 20,
    "ab": 6,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "KRISTIN RUNGE"
    ],
    "a": 14,
    "ab": 5,
    "b": 2,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 13,
    "ab": 4,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 15,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 18,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 17,
    "ab": 2,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 11,
    "ab": 4,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 17,
    "ab": 7,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 24,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 14,
    "ab": 8,
    "b": 3,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 13,
    "ab": 6,
    "b": 7,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "JACQUELINE CLAIRE BUSH HITCHON"
    ],
    "a": 11,
    "ab": 11,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 27,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "HEIDI ZOERB"
    ],
    "a": 13,
    "ab": 9,
    "b": 5,
    "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": 28,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "JENNE MEYER"
    ],
    "a": 17,
    "ab": 3,
    "b": 2,
    "bc": 2,
    "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": 26,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "JENNE MEYER"
    ],
    "a": 5,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "BRENNA WIESNER",
      "Todd Newman"
    ],
    "a": 8,
    "ab": 2,
    "b": 0,
    "bc": 0,
    "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": 11,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Todd Newman"
    ],
    "a": 7,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 7,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Todd Newman"
    ],
    "a": 33,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 37,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Todd Newman"
    ],
    "a": 17,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 18,
    "source_aliases": [
      "LSC 435"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 435",
    "course_uid": "course_b1643da484aa8ec3f7b1c2a0",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Todd Newman"
    ],
    "a": 28,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 33,
    "source_aliases": [
      "LSC 435"
    ]
  }
]
```

### statistics

#### gpa

3.769

#### graded

494

#### counts

* 336
* 103
* 48
* 3
* 2
* 2
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b1643da484aa8ec3f7b1c2a0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b1643da484aa8ec3f7b1c2a0-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b1643da484aa8ec3f7b1c2a0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b1643da484aa8ec3f7b1c2a0-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b1643da484aa8ec3f7b1c2a0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b1643da484aa8ec3f7b1c2a0-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.769230769230769

#### count

494

#### university

##### size

4776

##### gpa Percentile

60

##### count Percentile

77

##### median Count

170

##### 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 | 406   | false   |
| 3.2–3.6 | 1440  | false   |
| 3.6–4.0 | 2908  | true    |

#### departments

```json
[
  {
    "subject": "LSC",
    "comparison": {
      "size": 31,
      "gpaPercentile": 57,
      "countPercentile": 83,
      "medianCount": 227,
      "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": 29,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.75

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1074

##### term

1074

##### gpa

3.6944444444444446

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1082

##### term

1082

##### gpa

3.611111111111111

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1084

##### term

1084

##### gpa

3.772727272727273

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1092

##### term

1092

##### gpa

3.8333333333333335

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1094

##### term

1094

##### gpa

3.8846153846153846

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1102

##### term

1102

##### gpa

3.7045454545454546

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1104

##### term

1104

##### gpa

3.75

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1112

##### term

1112

##### gpa

3.9166666666666665

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1114

##### term

1114

##### gpa

3.9473684210526314

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1122

##### term

1122

##### gpa

3.6842105263157894

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1124

##### term

1124

##### gpa

3.8541666666666665

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1134

##### term

1134

##### gpa

3.72

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1142

##### term

1142

##### gpa

3.6153846153846154

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1144

##### term

1144

##### gpa

3.611111111111111

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1172

##### term

1172

##### gpa

3.607142857142857

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1182

##### term

1182

##### gpa

3.5576923076923075

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1184

##### term

1184

##### gpa

3.7222222222222223

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1194

##### term

1194

##### gpa

3.6363636363636362

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1204

##### term

1204

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1234

##### term

1234

##### gpa

3.9444444444444446

##### count

36

##### university

###### size

1188

###### gpa Percentile

88

###### count Percentile

13

###### 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 |
| ------- | ---------- |
| LSC     |            |

#### 1244

##### term

1244

##### gpa

4

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1254

##### term

1254

##### gpa

3.9242424242424243

##### count

33

##### university

###### size

1289

###### gpa Percentile

85

###### count Percentile

6

###### 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   | false   |
| 3.6–4.0 | 765   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

### benchmarks

#### all

##### school

###### size

4776

###### gpa

3.6370083571627205

###### top Share

80.4009407439703

###### count

170

##### LSC

###### size

31

###### gpa

3.7657339137825794

###### top Share

89.22573892704867

###### count

227

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

##### 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

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 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

##### 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

##### 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

## instructor Trends

```json
[
  {
    "uid": "instructor_d645a5a77f7f913bc89fec40",
    "name": "JACQUELINE CLAIRE BUSH HITCHON",
    "count": 305,
    "terms": [
      {
        "term": "1072",
        "count": 22,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1074",
        "count": 18,
        "sections": 1,
        "gpa": 3.6944444444444446
      },
      {
        "term": "1082",
        "count": 18,
        "sections": 1,
        "gpa": 3.611111111111111
      },
      {
        "term": "1084",
        "count": 22,
        "sections": 1,
        "gpa": 3.772727272727273
      },
      {
        "term": "1092",
        "count": 21,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1094",
        "count": 26,
        "sections": 1,
        "gpa": 3.8846153846153846
      },
      {
        "term": "1104",
        "count": 20,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1112",
        "count": 18,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1114",
        "count": 19,
        "sections": 1,
        "gpa": 3.9473684210526314
      },
      {
        "term": "1122",
        "count": 19,
        "sections": 1,
        "gpa": 3.6842105263157894
      },
      {
        "term": "1124",
        "count": 24,
        "sections": 1,
        "gpa": 3.8541666666666665
      },
      {
        "term": "1134",
        "count": 25,
        "sections": 1,
        "gpa": 3.72
      },
      {
        "term": "1142",
        "count": 26,
        "sections": 1,
        "gpa": 3.6153846153846154
      },
      {
        "term": "1144",
        "count": 27,
        "sections": 1,
        "gpa": 3.611111111111111
      }
    ]
  },
  {
    "uid": "instructor_ef74fd8510864538b50c8397",
    "name": "TODD NEWMAN",
    "count": 104,
    "terms": [
      {
        "term": "1194",
        "count": 11,
        "sections": 1,
        "gpa": 3.6363636363636362
      },
      {
        "term": "1204",
        "count": 7,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1234",
        "count": 36,
        "sections": 1,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1244",
        "count": 17,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1254",
        "count": 33,
        "sections": 1,
        "gpa": 3.9242424242424243
      }
    ]
  },
  {
    "uid": "instructor_505037bf96d8b69b7891d6d0",
    "name": "JENNE MEYER",
    "count": 35,
    "terms": [
      {
        "term": "1182",
        "count": 26,
        "sections": 1,
        "gpa": 3.5576923076923075
      },
      {
        "term": "1184",
        "count": 9,
        "sections": 1,
        "gpa": 3.7222222222222223
      }
    ]
  },
  {
    "uid": "instructor_30acc5731379f89acab32397",
    "name": "HEIDI ZOERB",
    "count": 28,
    "terms": [
      {
        "term": "1172",
        "count": 28,
        "sections": 1,
        "gpa": 3.607142857142857
      }
    ]
  },
  {
    "uid": "instructor_7b7ee1393f634263ba365ce5",
    "name": "KRISTIN RUNGE",
    "count": 22,
    "terms": [
      {
        "term": "1102",
        "count": 22,
        "sections": 1,
        "gpa": 3.7045454545454546
      }
    ]
  },
  {
    "uid": "instructor_c3970ea0eef9a02356ae0824",
    "name": "BRENNA WIESNER",
    "count": 11,
    "terms": [
      {
        "term": "1194",
        "count": 11,
        "sections": 1,
        "gpa": 3.6363636363636362
      }
    ]
  }
]
```

## following

None recorded.
