# ENVIRST 326: Sustainability Tools: Systems Thinking & Life Cycle Assessment | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ENVIRST_326)

## 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
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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

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### course id

ENVIRST 326

### course uid

course\_0727d30df24570059a14bbfe

### catalog version id

a5ff429b68100cc3ed00d1475061becebee650e1f4e599502fa8763efb276b47

### course number

326

### subjects

* ENVIRST

### title

SUSTAINABILITY TOOLS: SYSTEMS THINKING & LIFE CYCLE ASSESSMENT

### description

Explores fundamentals of systems thinking and how to apply a systems-based approach to understanding and addressing sustainability issues ranging from climate change to environmental racism. Systems content is complemented with foundational skills in life cycle assessment (LCA), an inherently systems-based application of sustainability science that considers the full measure of resources used and waste created throughout the cradle-to-grave supply chain of a product or process. Life cycle and systems-based approaches are used to characterize both human and natural systems in local and global contexts. These approaches also will be integrated with sustainability concepts including the triple bottom line, industrial ecology, and the circular economy. Concepts include: life cycle stages, supply chains, stocks, flows, feedback loops, and unintended consequences.

### requirements text

Sophomore standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

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### llm model

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

### llm model revision

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### llm task version

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### llm search status

valid

### llm summary

ENVIRST 326 teaches systems thinking and life cycle assessment (LCA) to analyze sustainability issues across local and global contexts.

### llm topics

* Sustainability issues (climate change, environmental racism)
* Sustainability concepts (triple bottom line, industrial ecology, circular economy)
* Systems concepts (stocks, flows, feedback loops)

### llm skills

* Life cycle assessment (LCA)
* Systems-based approach application

### llm assumed background

None recorded.

### llm search phrases

* systems thinking sustainability
* life cycle assessment LCA
* triple bottom line circular economy
* industrial ecology supply chain

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

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#### course id

ENVIRST 326

#### 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

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#### quick take

Recent recorded grades — Fall 2024: 3.90 GPA, 96.6% A/AB (n=29 letter grades); Spring 2025: 3.92 GPA, 96.7% A/AB (n=30 letter grades); Spring 2026: 3.87 GPA, 97.7% A/AB (n=43 letter grades).

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#### student experience

None recorded.

#### task hash

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#### teaching history

None recorded.

#### term id

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#### term name

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#### version

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### requirements

#### nodes

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#### notes

None recorded.

#### root

n0

#### status

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### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ENVIRST 326",
    "course_uid": "course_0727d30df24570059a14bbfe",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "TIMOTHY LINDSTROM"
    ],
    "a": 28,
    "ab": 1,
    "b": 0,
    "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": 30,
    "source_aliases": [
      "ENVIRST 326"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ENVIRST 326",
    "course_uid": "course_0727d30df24570059a14bbfe",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "TIMOTHY LINDSTROM"
    ],
    "a": 35,
    "ab": 7,
    "b": 0,
    "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": 43,
    "source_aliases": [
      "ENVIRST 326"
    ]
  }
]
```

### statistics

#### gpa

3.897

#### graded

213

#### counts

* 190
* 13
* 5
* 1
* 3
* 1
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0727d30df24570059a14bbfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0727d30df24570059a14bbfe-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0727d30df24570059a14bbfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0727d30df24570059a14bbfe-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0727d30df24570059a14bbfe-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0727d30df24570059a14bbfe-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.896713615023474

#### count

213

#### university

##### size

3938

##### gpa Percentile

72

##### count Percentile

71

##### median Count

109

##### 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 | 13    | false   |
| 2.8–3.2 | 233   | false   |
| 3.2–3.6 | 983   | false   |
| 3.6–4.0 | 2709  | true    |

#### departments

```json
[
  {
    "subject": "ENVIRST",
    "comparison": {
      "size": 88,
      "gpaPercentile": 80,
      "countPercentile": 56,
      "medianCount": 173.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 32,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 51,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1232

##### term

1232

##### gpa

3.925925925925926

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| ENVIRST |            |

#### 1234

##### term

1234

##### gpa

3.9

##### count

30

##### university

###### size

1188

###### gpa Percentile

80

###### count Percentile

0

###### 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

```json
[
  {
    "subject": "ENVIRST",
    "comparison": {
      "size": 35,
      "gpaPercentile": 82,
      "countPercentile": 0,
      "medianCount": 75,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 20,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.9285714285714284

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| ENVIRST |            |

#### 1244

##### term

1244

##### gpa

3.8461538461538463

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| ENVIRST |            |

#### 1252

##### term

1252

##### gpa

3.896551724137931

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| ENVIRST |            |

#### 1254

##### term

1254

##### gpa

3.9166666666666665

##### count

30

##### university

###### size

1289

###### gpa Percentile

83

###### count Percentile

0

###### 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

```json
[
  {
    "subject": "ENVIRST",
    "comparison": {
      "size": 39,
      "gpaPercentile": 84,
      "countPercentile": 0,
      "medianCount": 73,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 25,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.872093023255814

##### count

43

##### university

###### size

1283

###### gpa Percentile

75

###### count Percentile

26

###### 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

```json
[
  {
    "subject": "ENVIRST",
    "comparison": {
      "size": 39,
      "gpaPercentile": 74,
      "countPercentile": 13,
      "medianCount": 70,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 23,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3938

###### gpa

3.690399614160339

###### top Share

83.82530691968691

###### count

109

##### ENVIRST

###### size

88

###### gpa

3.6402563396600764

###### top Share

81.17323605488262

###### count

173.5

#### terms

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### ENVIRST

###### size

29

###### gpa

3.5783012544240154

###### top Share

78.86347740827466

###### count

113

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### ENVIRST

###### size

35

###### gpa

3.562190005068061

###### top Share

74.74595421679987

###### count

75

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ENVIRST

###### size

26

###### gpa

3.587215102541305

###### top Share

76.1762391487616

###### count

102

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### ENVIRST

###### size

40

###### gpa

3.609333958752014

###### top Share

78.44870523269554

###### count

71

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### ENVIRST

###### size

29

###### gpa

3.6285167663247697

###### top Share

79.2354489571711

###### count

107

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### ENVIRST

###### size

39

###### gpa

3.6271091837384972

###### top Share

80.50128090125337

###### count

73

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### ENVIRST

###### size

39

###### gpa

3.6234319124309753

###### top Share

80.66171436378418

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_39b22d6a8fcd6116d13d2d75",
    "name": "TIMOTHY LINDSTROM",
    "count": 129,
    "terms": [
      {
        "term": "1234",
        "count": 30,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1244",
        "count": 26,
        "sections": 1,
        "gpa": 3.8461538461538463
      },
      {
        "term": "1254",
        "count": 30,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1264",
        "count": 43,
        "sections": 1,
        "gpa": 3.872093023255814
      }
    ]
  },
  {
    "uid": "instructor_5a9c1729a130d45343092d90",
    "name": "JENNY KEHL",
    "count": 29,
    "terms": [
      {
        "term": "1252",
        "count": 29,
        "sections": 1,
        "gpa": 3.896551724137931
      }
    ]
  },
  {
    "uid": "instructor_fc76791618914d704a32e16b",
    "name": "KIM WAHL",
    "count": 28,
    "terms": [
      {
        "term": "1242",
        "count": 28,
        "sections": 1,
        "gpa": 3.9285714285714284
      }
    ]
  },
  {
    "uid": "instructor_35b8c8f0cd86744b5b9b9b7a",
    "name": "MONICA RODRIGUEZ MORRIS",
    "count": 27,
    "terms": [
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.925925925925926
      }
    ]
  },
  {
    "uid": "instructor_3b9e79817542c6f5bb5270b0",
    "name": "MARISSA BREITENSTEIN",
    "count": 27,
    "terms": [
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.925925925925926
      }
    ]
  }
]
```

## following

None recorded.
