# EDPOL 123: Education, Technology, and Society: Ai, Big Data, and the Digital Divide | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EDPOL_123)

## 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

4b10d8ebbabd732c73c50f01c33e4d3661dcf122d9b115179622e6cbfb7db4de

### course id

EDPOL 123

### course uid

course\_44948aaecd3d8adf8c1ecd87

### catalog version id

55e3dfe4b690223b0210039993a6782e3e7590c9ea435e7b936d07d13a71365d

### course number

123

### subjects

* EDPOL

### title

EDUCATION, TECHNOLOGY, AND SOCIETY: AI, BIG DATA, AND THE DIGITAL DIVIDE

### description

Introduction to the relationship between education, technology, and society. Consider issues related to educational technology and society in both domestic and global contexts. Critically examine how different types of educational technology interact with a variety of sociopolitical factors viewed through various stakeholder perspectives.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:310:026808

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

25fd4bcca735a3c94575c1b2c6b4a80d403ba596254c0f1ecfd892116b23ca63

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

EDPOL 123 introduces the relationship between education, technology, and society, examining issues in domestic and global contexts.

### llm topics

* AI, Big Data, and the Digital Divide
* Educational technology and society in domestic and global contexts
* Stakeholder perspectives on educational technology

### llm skills

* Critical examination of educational technology and sociopolitical factors

### llm assumed background

None recorded.

### llm search phrases

* educational technology society
* AI big data digital divide
* education technology sociopolitical factors
* stakeholder perspectives education

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

ad3e4546d39f5e283421058c5a4ffb2137e7fe38b4b0c55afa73779308456fa1

#### course id

EDPOL 123

#### current instructors

```json
[
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    "name": "Ellen Hsieh",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_b8eb4427ae540809f3d7612c",
    "message": "No course-specific reviews available",
    "name": "Ran Liu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3061514",
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=29 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=26 letter grades); Fall 2025: 3.95 GPA, 96.4% A/AB (n=28 letter grades).

```json
{
  "citations": [
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      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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      },
      "table": "grades_latest",
      "term_id": "1262",
      "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": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

```json
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### offerings

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    "source_subject_id": "310",
    "title": "Education, Technology, and Society: AI, Big Data, and the Digital Divide",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "identity_basis": "class_number",
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    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 45,
    "enrolled": 45,
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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      "gpa": 4,
      "graded": 55,
      "counts": [
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        0,
        0,
        0,
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        0,
        0
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      "sections": 2
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  },
  {
    "instructor_uid": "instructor_a842440f46c585ddb667fc67",
    "source": "madgrades",
    "source_instructor_id": "3675627",
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    "name": "REYNALDO MORALES",
    "email": null,
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    "name": "MORGAN MAYER-JOCHIMSEN",
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    "grade_statistics": {
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      "counts": [
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]
```

### grades

```json
[
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    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "AARON AGUILAR"
    ],
    "a": 29,
    "ab": 0,
    "b": 0,
    "bc": 0,
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    "total": 30,
    "source_aliases": [
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    ]
  },
  {
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    "course_uid": "course_44948aaecd3d8adf8c1ecd87",
    "term_id": "1254",
    "term_name": "Spring 2025",
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    ],
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    "ab": 0,
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    "total": 26,
    "source_aliases": [
      "EDPOL 123"
    ]
  },
  {
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    "course_uid": "course_44948aaecd3d8adf8c1ecd87",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Morgan Mayer-Jochimsen",
      "REYNALDO MORALES"
    ],
    "a": 26,
    "ab": 1,
    "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": 29,
    "source_aliases": [
      "EDPOL 123"
    ]
  }
]
```

### statistics

#### gpa

3.982

#### graded

83

#### counts

* 81
* 1
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_44948aaecd3d8adf8c1ecd87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_44948aaecd3d8adf8c1ecd87-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_44948aaecd3d8adf8c1ecd87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_44948aaecd3d8adf8c1ecd87-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_44948aaecd3d8adf8c1ecd87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_44948aaecd3d8adf8c1ecd87-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_44948aaecd3d8adf8c1ecd87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_44948aaecd3d8adf8c1ecd87-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.9819277108433737

#### count

83

#### university

##### size

2681

##### gpa Percentile

91

##### count Percentile

51

##### median Count

81

##### 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 | 15    | false   |
| 2.8–3.2 | 157   | false   |
| 3.2–3.6 | 725   | false   |
| 3.6–4.0 | 1784  | true    |

#### departments

```json
[
  {
    "subject": "EDPOL",
    "comparison": {
      "size": 34,
      "gpaPercentile": 94,
      "countPercentile": 39,
      "medianCount": 93.5,
      "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": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 32,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1252

##### term

1252

##### gpa

4

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPOL   |            |

#### 1254

##### term

1254

##### gpa

4

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPOL   |            |

#### 1262

##### term

1262

##### gpa

3.9464285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| EDPOL   |            |

### benchmarks

#### all

##### school

###### size

2681

###### gpa

3.6755348145844584

###### top Share

83.00550717499907

###### count

81

##### EDPOL

###### size

34

###### gpa

3.831372394120923

###### top Share

92.81947922739026

###### count

93.5

#### terms

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### EDPOL

###### size

14

###### gpa

3.846040359672837

###### top Share

93.678493202406

###### count

83

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### EDPOL

###### size

19

###### gpa

3.8097629810888387

###### top Share

91.41075449630793

###### count

59

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### EDPOL

###### size

18

###### gpa

3.8053444590268035

###### top Share

91.87752063868665

###### count

80.5

## instructor Trends

```json
[
  {
    "uid": "instructor_c4e251ab8887de0cd5307a1a",
    "name": "AARON AGUILAR",
    "count": 55,
    "terms": [
      {
        "term": "1252",
        "count": 29,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1254",
        "count": 26,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_a842440f46c585ddb667fc67",
    "name": "REYNALDO MORALES",
    "count": 28,
    "terms": [
      {
        "term": "1262",
        "count": 28,
        "sections": 1,
        "gpa": 3.9464285714285716
      }
    ]
  },
  {
    "uid": "instructor_cc4263127b0a189c5f193baf",
    "name": "MORGAN MAYER-JOCHIMSEN",
    "count": 28,
    "terms": [
      {
        "term": "1262",
        "count": 28,
        "sections": 1,
        "gpa": 3.9464285714285716
      }
    ]
  }
]
```

## following

None recorded.
