# ECON/PUBAFFR/URBRPL 734: Regional Economic Problem Analysis | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECON_PUBAFFR_URBRPL_734)

## 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

e819f2ddf0dab3348cfb9521b961cc8f0996d917feed3b75a1cb30d03a6f9f8d

### course id

ECON/PUBAFFR/URBRPL 734

### course uid

course\_7647c593938fcf81f094bdb2

### catalog version id

a6dc0a32fbcadc14a5d4023a083bf17193420c690db8fd109a6d818ac66b4208

### course number

734

### subjects

* ECON
* PUBAFFR
* URBRPL

### title

REGIONAL ECONOMIC PROBLEM ANALYSIS

### description

Examination of major theories of regional economic development, with special emphasis upon the evolution and amelioration of regional economic problems. Selected techniques of regional analysis, including economic base multipliers, input/output models, and shift-share analysis are used in the context of setting regional development goals.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

5dafb0cf5d6a726b2ec92c3c38054018488baa798ebe6f390e8ac91e07aa25fb

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Examination of regional economic development theories and analysis techniques to address regional economic problems

### llm topics

* Theories of regional economic development
* Evolution and amelioration of regional economic problems
* Economic base multipliers, input/output models, and shift-share analysis

### llm skills

* Application of regional analysis techniques such as economic base multipliers, input/output models, and shift-share analysis
* Setting regional development goals based on economic problem analysis

### llm assumed background

None recorded.

### llm search phrases

* regional economic development theories
* economic base multipliers
* input/output models
* shift-share analysis
* regional analysis techniques

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

003c049b28df1d2cdc6169b605460c3ae456bb04760c33c0a698560ae5f2386f

#### course id

ECON/PUBAFFR/URBRPL 734

#### 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 — Fall 2011: 3.17 GPA, 38.9% A/AB (n=18 letter grades); Spring 2019: 3.50 GPA, 83.3% A/AB (n=6 letter grades); Spring 2022: 3.80 GPA, 100.0% A/AB (n=10 letter grades).

```json
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}
```

#### 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": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
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    "source_instructor_id": "2601670",
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    "name": "DAVID MARCOUILLER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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      "source_url": "https://www.ratemyprofessors.com/professor/986109",
      "match_basis": "exact_name",
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      "courses": {},
      "bayesian_quality": 3.781532530496905,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "grade_statistics": {
      "gpa": 3.572,
      "graded": 271,
      "counts": [
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        0,
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      "sections": 51
    },
    "instructor_url": "/instructors/DAVID_MARCOUILLER--instructor_8fe60ab6ea35cde0160309bc"
  }
]
```

### grades

```json
[
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    "course_uid": "course_7647c593938fcf81f094bdb2",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
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    "a": 3,
    "ab": 6,
    "b": 6,
    "bc": 0,
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    "term_name": "Fall 2007",
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    "ab": 7,
    "b": 8,
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    "d": 0,
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    "term_id": "1102",
    "term_name": "Fall 2009",
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      "David Marcouiller"
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    "ab": 4,
    "b": 7,
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
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    "course_id": "ECON/PUBAFFR/URBRPL 734",
    "course_uid": "course_7647c593938fcf81f094bdb2",
    "term_id": "1194",
    "term_name": "Spring 2019",
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      "David Marcouiller"
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    "b": 1,
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    "passed": 0,
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    "total": 7,
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON/PUBAFFR/URBRPL 734",
    "course_uid": "course_7647c593938fcf81f094bdb2",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "David Marcouiller"
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    "a": 0,
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  },
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON/PUBAFFR/URBRPL 734",
    "course_uid": "course_7647c593938fcf81f094bdb2",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "David Marcouiller"
    ],
    "a": 6,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
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    "total": 10,
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]
```

### statistics

#### gpa

3.389

#### graded

81

#### counts

* 17
* 31
* 31
* 2
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7647c593938fcf81f094bdb2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7647c593938fcf81f094bdb2-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7647c593938fcf81f094bdb2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7647c593938fcf81f094bdb2-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7647c593938fcf81f094bdb2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7647c593938fcf81f094bdb2-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.388888888888889

#### count

81

#### university

##### size

3122

##### gpa Percentile

24

##### count Percentile

43

##### median Count

96

##### 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 | 21    | false   |
| 2.8–3.2 | 349   | false   |
| 3.2–3.6 | 979   | true    |
| 3.6–4.0 | 1773  | false   |

#### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 81,
      "gpaPercentile": 49,
      "countPercentile": 39,
      "medianCount": 115,
      "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": 21,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 31,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 29,
          "current": false
        }
      ]
    }
  },
  {
    "subject": "PUBAFFR",
    "comparison": {
      "size": 23,
      "gpaPercentile": 14,
      "countPercentile": 45,
      "medianCount": 94,
      "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": 7,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": false
        }
      ]
    }
  },
  {
    "subject": "URBRPL",
    "comparison": {
      "size": 24,
      "gpaPercentile": 13,
      "countPercentile": 43,
      "medianCount": 92.5,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.4

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |
| PUBAFFR |            |
| URBRPL  |            |

#### 1082

##### term

1082

##### gpa

3.3947368421052633

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |
| PUBAFFR |            |
| URBRPL  |            |

#### 1102

##### term

1102

##### gpa

3.3076923076923075

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |
| PUBAFFR |            |
| URBRPL  |            |

#### 1122

##### term

1122

##### gpa

3.1666666666666665

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |
| PUBAFFR |            |
| URBRPL  |            |

#### 1194

##### term

1194

##### gpa

3.5

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |
| PUBAFFR |            |
| URBRPL  |            |

#### 1224

##### term

1224

##### gpa

3.8

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |
| PUBAFFR |            |
| URBRPL  |            |

### benchmarks

#### all

##### school

###### size

3122

###### gpa

3.6136015877620835

###### top Share

79.03272831407395

###### count

96

##### ECON

###### size

81

###### gpa

3.4587997866260918

###### top Share

68.20032603961066

###### count

115

##### PUBAFFR

###### size

23

###### gpa

3.686909115296001

###### top Share

85.15226195732883

###### count

94

##### URBRPL

###### size

24

###### gpa

3.65349417264545

###### top Share

82.77695029620862

###### count

92.5

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### ECON

###### size

22

###### gpa

3.0214354917219977

###### top Share

40.565682901047786

###### count

81.5

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### ECON

###### size

23

###### gpa

3.0919296833361263

###### top Share

43.929521475736

###### count

86

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### ECON

###### size

27

###### gpa

3.1047684954005166

###### top Share

46.644448387645376

###### count

65

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### ECON

###### size

32

###### gpa

3.148060317171765

###### top Share

48.69785590964286

###### count

75

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### ECON

###### size

33

###### gpa

3.2532291931353967

###### top Share

55.37138838007602

###### count

91

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### ECON

###### size

33

###### gpa

3.5818404132725767

###### top Share

77.38790104739134

###### count

79

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### ECON

###### size

37

###### gpa

3.358824647431352

###### top Share

62.02356029673636

###### count

71

## instructor Trends

```json
[
  {
    "uid": "instructor_8fe60ab6ea35cde0160309bc",
    "name": "DAVID MARCOUILLER",
    "count": 81,
    "terms": [
      {
        "term": "1072",
        "count": 15,
        "sections": 1,
        "gpa": 3.4
      },
      {
        "term": "1082",
        "count": 19,
        "sections": 1,
        "gpa": 3.3947368421052633
      },
      {
        "term": "1102",
        "count": 13,
        "sections": 1,
        "gpa": 3.3076923076923075
      },
      {
        "term": "1122",
        "count": 18,
        "sections": 1,
        "gpa": 3.1666666666666665
      },
      {
        "term": "1194",
        "count": 6,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1224",
        "count": 10,
        "sections": 1,
        "gpa": 3.8
      }
    ]
  }
]
```

## following

None recorded.
