# EDPOL 163: Histories of Discrimination and Resistance at UW Madison: Higher Education and Society Since 1848 | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EDPOL_163)

## 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

e1d1fdd597cf88a4b189f7b8b7d581bfdebafb60cb1dc6852c929e89c85e09e8

### course id

EDPOL 163

### course uid

course\_c739c30d5c9ff56f8b8a932c

### catalog version id

dad17a77d9af05b561ea8e978d752a773fb9b28f20975ed5eddf47aa4300cbb7

### course number

163

### subjects

* EDPOL

### title

HISTORIES OF DISCRIMINATION AND RESISTANCE AT UW MADISON: HIGHER EDUCATION AND SOCIETY SINCE 1848

### description

Uses histories of discrimination and resistance in higher education and American to society to frame how discrimination and resistance transpired at the University of Wisconsin-Madison and in Madison with particular focus on race and racial inequalities. Discrimination which has and continues to hinder marginalized peoples and groups from receiving a quality education, living and representing their authentic selves, and learning, teaching, and working at this institution. Explores how structural discrimination and discriminatory policies manifested within higher education and society, which impacted students, staff, and faculty's experience at UW and in Madison.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:310:027226

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

6952ff61a4f4a5a8ea40108f7c649b17c4ce71879d94dbe703c0fc022c378eed

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Examines histories of discrimination and resistance at UW-Madison and in Madison, focusing on race and structural inequalities in higher education since 1848.

### llm topics

* Race and racial inequalities
* Structural discrimination in higher education
* Histories of discrimination and resistance

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* UW-Madison history discrimination
* racial inequality higher education
* resistance movements Madison
* structural discrimination university

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

0ab84932792d80f1a5717f244202c9920f7a54c86b39cfcdf63e46c226fad088

#### course id

EDPOL 163

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_aac0e67f473b5876e6f258f6",
    "message": "No course-specific reviews available",
    "name": "Daniel Berman",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2960452",
    "summary": [
      {
        "citations": [
          {
            "course_id": "EDPOL 163",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "e3298b0b-ebea-3af3-9fe0-9d5eff6a1195",
            "source_record": {
              "entity_id": "e3298b0b-ebea-3af3-9fe0-9d5eff6a1195",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2026: 3.80 GPA, 96.0% A/AB (n=25 letter grades)."
      }
    ]
  }
]
```

#### 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 — Spring 2026: 3.80 GPA, 96.0% A/AB (n=25 letter grades).

```json
{
  "citations": [
    {
      "course_id": "EDPOL 163",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "e3298b0b-ebea-3af3-9fe0-9d5eff6a1195",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DANIEL BERMAN is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EDPOL 163",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "e3298b0b-ebea-3af3-9fe0-9d5eff6a1195",
      "source_record": {
        "entity_id": "e3298b0b-ebea-3af3-9fe0-9d5eff6a1195",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### 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
[
  {
    "instructor_uid": "instructor_aac0e67f473b5876e6f258f6",
    "source": "enrollment",
    "source_instructor_id": "dberman2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Berman",
    "email": "DBERMAN2@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "quality": 5,
      "difficulty": 2.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2960452",
      "source_url": "https://www.ratemyprofessors.com/professor/2960452",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:46:18.473214+00:00",
      "courses": {
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      },
      "bayesian_quality": 3.8830714862888294,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DANIEL_BERMAN"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:310:027226",
    "course_id": "EDPOL 163",
    "course_uid": "course_c739c30d5c9ff56f8b8a932c",
    "term_id": "1272",
    "source_course_id": "027226",
    "source_subject_id": "310",
    "title": "Histories of Discrimination and Resistance at UW Madison: Higher Education and Society since 1848",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35597",
    "term_id": "1272",
    "source_section_id": "35597",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 24,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_752305181ad4e62fab0285c6",
    "source": "madgrades",
    "source_instructor_id": "5325648",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL BERMAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 5,
      "difficulty": 2.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2960452",
      "source_url": "https://www.ratemyprofessors.com/professor/2960452",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:46:18.473214+00:00",
      "courses": {
        "course_7ee6ba9cbe4548a50ef23d2e": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2.5,
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        },
        "course_956cbf0bb44c5080eeb87440": {
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        }
      },
      "bayesian_quality": 3.8830714862888294,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.707,
      "graded": 821,
      "counts": [
        531,
        200,
        49,
        19,
        11,
        3,
        8
      ],
      "sections": 14
    },
    "instructor_url": "/instructors/DANIEL_BERMAN--instructor_752305181ad4e62fab0285c6"
  },
  {
    "instructor_uid": "instructor_aac0e67f473b5876e6f258f6",
    "source": "enrollment",
    "source_instructor_id": "dberman2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Daniel Berman",
    "email": "DBERMAN2@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 5,
      "difficulty": 2.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2960452",
      "source_url": "https://www.ratemyprofessors.com/professor/2960452",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:46:18.473214+00:00",
      "courses": {
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          "quality": 5,
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          "quality_count": 2,
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        "course_956cbf0bb44c5080eeb87440": {
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          "quality": 5,
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      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "instructor_url": "/instructors/DANIEL_BERMAN"
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]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EDPOL 163",
    "course_uid": "course_c739c30d5c9ff56f8b8a932c",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Daniel Berman"
    ],
    "a": 16,
    "ab": 8,
    "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": 25,
    "source_aliases": [
      "EDPOL 163"
    ]
  }
]
```

### statistics

#### gpa

3.8

#### graded

25

#### counts

* 16
* 8
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_c739c30d5c9ff56f8b8a932c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c739c30d5c9ff56f8b8a932c-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_c739c30d5c9ff56f8b8a932c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c739c30d5c9ff56f8b8a932c-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_c739c30d5c9ff56f8b8a932c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_c739c30d5c9ff56f8b8a932c-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_c739c30d5c9ff56f8b8a932c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c739c30d5c9ff56f8b8a932c-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8

#### count

25

#### departments

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

### terms

#### 1264

##### term

1264

##### gpa

3.8

##### count

25

##### departments

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

### benchmarks

#### all

##### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

##### EDPOL

###### size

15

###### gpa

3.8484198403767675

###### top Share

92.8800181753709

###### count

84

#### terms

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### EDPOL

###### size

15

###### gpa

3.8484198403767675

###### top Share

92.8800181753709

###### count

84

## instructor Trends

```json
[
  {
    "uid": "instructor_752305181ad4e62fab0285c6",
    "name": "DANIEL BERMAN",
    "count": 25,
    "terms": [
      {
        "term": "1264",
        "count": 25,
        "sections": 1,
        "gpa": 3.8
      }
    ]
  }
]
```

## following

None recorded.
