# PUBAFFR 520: Inequality, Race and Public Policy | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/PUBAFFR_520)

## 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
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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

e7d19f2cb1b44bda8f8fc1e313312955754bb787d6260f6a13e6990b5b0e3543

### course id

PUBAFFR 520

### course uid

course\_b577ba15118b4ecfdb95ecbd

### catalog version id

01e8d086cd66d721aa36d26d43efa3604fee159ffdca0832d7d43c97847594f8

### course number

520

### subjects

* PUBAFFR

### title

INEQUALITY, RACE AND PUBLIC POLICY

### description

Explore the impact of public policies and programs on the distribution of income, wealth and opportunity in the United States. Examines inequalities across various social dimensions with a focus on disparities across racial and ethnic groups. Begin with an introduction to key concepts in the measurement of inequality and poverty and an overview of recent trends. Systematically examine how public policy shapes inequality across a range of topical areas including labor markets, education, taxation, health, housing and criminal justice.

### requirements text

Sophomore standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:826:024812

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

8e9d2b6f042c4d6f96f70484b9a7e47144738a24bdcf9982372a5ca18f8d21c2

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Examines how public policy shapes inequality across racial and ethnic groups in areas like labor, education, and housing.

### llm topics

* Racial and ethnic disparities
* Income, wealth, and opportunity distribution
* Policy areas: labor, education, taxation, health, housing, criminal justice

### llm skills

* Measurement of inequality and poverty
* Analysis of policy impacts on inequality

### llm assumed background

None recorded.

### llm search phrases

* public policy inequality
* racial disparities policy
* income wealth distribution
* poverty measurement
* labor market policy
* housing policy inequality
* criminal justice disparities

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

d8f3322bb89b555141565573d2c141d859931ea0f724acff5f6eeb9297c49c28

#### course id

PUBAFFR 520

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_3ff18f6f176f3d22310ef36a",
    "message": "No course-specific reviews available",
    "name": "Denia Garcia",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2665326",
    "summary": [
      {
        "citations": [
          {
            "course_id": "PUBAFFR 520",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "30c12013-8cca-3b92-9f9c-ea8dc32b374d",
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              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1234",
            "type": "grade"
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            "section_number": 1,
            "source_course_id": "30c12013-8cca-3b92-9f9c-ea8dc32b374d",
            "source_record": {
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              "file": "tables/observations.parquet",
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            },
            "table": "section_grades_latest",
            "term_id": "1254",
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          {
            "course_id": "PUBAFFR 520",
            "run_id": "20260907T155543-ce3781c4",
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            "source_record": {
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              "file": "tables/observations.parquet",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2023: 3.50 GPA, 79.3% A/AB (n=29 letter grades); Spring 2025: 3.77 GPA, 86.7% A/AB (n=30 letter grades); Spring 2026: 3.48 GPA, 78.3% A/AB (n=23 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 2025: 3.77 GPA, 86.7% A/AB (n=30 letter grades); Fall 2025: 3.87 GPA, 92.3% A/AB (n=26 letter grades); Spring 2026: 3.48 GPA, 78.3% A/AB (n=23 letter grades).

```json
{
  "citations": [
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      "table": "grades_latest",
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}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DENIA GARCIA is recorded teaching in Spring 2022, Fall 2022, Spring 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      },
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      "table": "section_grades_latest",
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      "section_number": 1,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1254",
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    {
      "course_id": "PUBAFFR 520",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "source_record": {
        "entity_id": "30c12013-8cca-3b92-9f9c-ea8dc32b374d",
        "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": "Sophomore standing",
    "course": null,
    "evidence": "Sophomore standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_3ff18f6f176f3d22310ef36a",
    "source": "enrollment",
    "source_instructor_id": "dgarcia28",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Denia Garcia",
    "email": "DGARCIA28@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": 10,
      "quality": 4.1,
      "difficulty": 1.8,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2665326",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:57.230985+00:00",
      "courses": {
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          "quality": 4.11,
          "difficulty": 1.89,
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      "bayesian_quality": 3.8064571890310637,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DENIA_GARCIA"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:826:024812",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1272",
    "source_course_id": "024812",
    "source_subject_id": "826",
    "title": "Inequality, Race and Public Policy",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Summer"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:31965",
    "term_id": "1272",
    "source_section_id": "31965",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 26,
    "waitlisted": 5,
    "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_78a29b114d7bfaf838885dc1",
    "source": "madgrades",
    "source_instructor_id": "707181",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GEOFFREY WALLACE",
    "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": {
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      "quality": 2.63,
      "difficulty": 3.21,
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      "profile_id": "rmp:152264",
      "source_url": "https://www.ratemyprofessors.com/professor/152264",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:31.818676+00:00",
      "courses": {
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          "quality": 2.5,
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    },
    "grade_statistics": {
      "gpa": 3.121,
      "graded": 4151,
      "counts": [
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      ],
      "sections": 55
    },
    "instructor_url": "/instructors/GEOFFREY_WALLACE"
  },
  {
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    "source": "madgrades",
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    "name": "DENIA GARCIA",
    "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": 10,
      "quality": 4.1,
      "difficulty": 1.8,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2665326",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:57.230985+00:00",
      "courses": {
        "course_eba4cde6ca47fecbcd03450d": {
          "review_count": 9,
          "quality": 4.11,
          "difficulty": 1.89,
          "quality_count": 9,
          "difficulty_count": 9
        }
      },
      "bayesian_quality": 3.8064571890310637,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.655,
      "graded": 644,
      "counts": [
        370,
        175,
        60,
        22,
        11,
        4,
        2
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/DENIA_GARCIA--instructor_8449de993dd5e285d0dae502"
  },
  {
    "instructor_uid": "instructor_f03ee3fda633dab72f9c37ee",
    "source": "madgrades",
    "source_instructor_id": "428973",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATHLEEN DOHERTY",
    "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": 9,
      "quality": 2.89,
      "difficulty": 2.11,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:2772299",
      "source_url": "https://www.ratemyprofessors.com/professor/2772299",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:02.450061+00:00",
      "courses": {
        "course_636497c01ee603e3a78b0225": {
          "review_count": 6,
          "quality": 2.83,
          "difficulty": 1.83,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.420817781756273,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.775,
      "graded": 772,
      "counts": [
        581,
        112,
        42,
        15,
        16,
        3,
        3
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/KATHLEEN_DOHERTY--instructor_f03ee3fda633dab72f9c37ee"
  },
  {
    "instructor_uid": "instructor_3ff18f6f176f3d22310ef36a",
    "source": "enrollment",
    "source_instructor_id": "dgarcia28",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Denia Garcia",
    "email": "DGARCIA28@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": 10,
      "quality": 4.1,
      "difficulty": 1.8,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2665326",
      "source_url": "https://www.ratemyprofessors.com/professor/2665326",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:57.230985+00:00",
      "courses": {
        "course_eba4cde6ca47fecbcd03450d": {
          "review_count": 9,
          "quality": 4.11,
          "difficulty": 1.89,
          "quality_count": 9,
          "difficulty_count": 9
        }
      },
      "bayesian_quality": 3.8064571890310637,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DENIA_GARCIA"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "GEOFFREY WALLACE"
    ],
    "a": 3,
    "ab": 8,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 8,
    "unsatisfactory": 1,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "GEOFFREY WALLACE"
    ],
    "a": 7,
    "ab": 5,
    "b": 4,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 2,
    "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": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "GEOFFREY WALLACE"
    ],
    "a": 9,
    "ab": 9,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 14,
    "ab": 9,
    "b": 4,
    "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": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 17,
    "ab": 6,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 1,
    "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": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 12,
    "ab": 11,
    "b": 4,
    "bc": 0,
    "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": 29,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Kathleen Doherty"
    ],
    "a": 26,
    "ab": 1,
    "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": 28,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 20,
    "ab": 6,
    "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": 30,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Kathleen Doherty"
    ],
    "a": 23,
    "ab": 1,
    "b": 1,
    "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": 26,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "PUBAFFR 520",
    "course_uid": "course_b577ba15118b4ecfdb95ecbd",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Denia Garcia"
    ],
    "a": 12,
    "ab": 6,
    "b": 0,
    "bc": 2,
    "c": 3,
    "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": 23,
    "source_aliases": [
      "PUBAFFR 520"
    ]
  }
]
```

### statistics

#### gpa

3.619

#### graded

244

#### counts

* 143
* 62
* 24
* 4
* 5
* 2
* 4

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b577ba15118b4ecfdb95ecbd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b577ba15118b4ecfdb95ecbd-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b577ba15118b4ecfdb95ecbd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b577ba15118b4ecfdb95ecbd-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b577ba15118b4ecfdb95ecbd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b577ba15118b4ecfdb95ecbd-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b577ba15118b4ecfdb95ecbd-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b577ba15118b4ecfdb95ecbd-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.6188524590163933

#### count

244

#### university

##### size

4449

##### gpa Percentile

31

##### count Percentile

71

##### median Count

120

##### 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 | 9     | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 1067  | false   |
| 3.6–4.0 | 3147  | true    |

#### departments

```json
[
  {
    "subject": "PUBAFFR",
    "comparison": {
      "size": 34,
      "gpaPercentile": 24,
      "countPercentile": 79,
      "medianCount": 113.5,
      "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": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 27,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1204

##### term

1204

##### gpa

3.25

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1212

##### term

1212

##### gpa

3.1944444444444446

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1222

##### term

1222

##### gpa

3.619047619047619

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1224

##### term

1224

##### gpa

3.642857142857143

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1232

##### term

1232

##### gpa

3.6

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1234

##### term

1234

##### gpa

3.5

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1242

##### term

1242

##### gpa

3.9464285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1254

##### term

1254

##### gpa

3.7666666666666666

##### count

30

##### university

###### size

1289

###### gpa Percentile

61

###### 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

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1262

##### term

1262

##### gpa

3.8653846153846154

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

#### 1264

##### term

1264

##### gpa

3.4782608695652173

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| PUBAFFR |            |

### benchmarks

#### all

##### school

###### size

4449

###### gpa

3.7046004150218046

###### top Share

84.64805692961505

###### count

120

##### PUBAFFR

###### size

34

###### gpa

3.7545864663859634

###### top Share

89.6483664768825

###### count

113.5

#### terms

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### PUBAFFR

###### size

10

###### gpa

3.6559302930529958

###### top Share

84.00572242546237

###### count

43

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### PUBAFFR

###### size

10

###### gpa

3.755929146640761

###### top Share

89.57379929781504

###### count

49

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_8449de993dd5e285d0dae502",
    "name": "DENIA GARCIA",
    "count": 135,
    "terms": [
      {
        "term": "1224",
        "count": 28,
        "sections": 1,
        "gpa": 3.642857142857143
      },
      {
        "term": "1232",
        "count": 25,
        "sections": 1,
        "gpa": 3.6
      },
      {
        "term": "1234",
        "count": 29,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1254",
        "count": 30,
        "sections": 1,
        "gpa": 3.7666666666666666
      },
      {
        "term": "1264",
        "count": 23,
        "sections": 1,
        "gpa": 3.4782608695652173
      }
    ]
  },
  {
    "uid": "instructor_78a29b114d7bfaf838885dc1",
    "name": "GEOFFREY WALLACE",
    "count": 55,
    "terms": [
      {
        "term": "1204",
        "count": 16,
        "sections": 1,
        "gpa": 3.25
      },
      {
        "term": "1212",
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  {
    "uid": "instructor_f03ee3fda633dab72f9c37ee",
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    ]
  }
]
```

## following

None recorded.
