# POLISCI 330: Political Economy of Development | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/POLISCI_330)

## 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

6d5549619a62c42f44e568d3b2b13b9e19f32929f03a593412a26ed341a3a877

### course id

POLISCI 330

### course uid

course\_cbca93af10669141bf015ca5

### catalog version id

4f88327fbcd1d4284e88fea6b6270908290a59b9969e6f3085253185074317c6

### course number

330

### subjects

* POLISCI

### title

POLITICAL ECONOMY OF DEVELOPMENT

### description

An introduction to the political economy of development. Why are some countries more economically developed than others?  To help answer this question, examine leading theories of economic development.  In light of these theories, then examine the development experiences of three major regions of the world. Consider a series of issues about development, including the effect of ethnic diversity, corruption, natural resources, and women's empowerment on economic development. Conclude with an examination of the effects of international interactions-via trade, foreign aid, migration, and war-on economic development.

### requirements text

Sophomore standing

### credits min

3

### credits max

4

### credit offering ids

* 1272:778:024612

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

0f25e898b25af0469716502e2a7d65c920d7dd54c5da74ad8afe9831b58c5797

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

POLITICAL ECONOMY OF DEVELOPMENT introduces theories of economic development and examines regional experiences and international factors.

### llm topics

* Theories of economic development
* Development experiences of major world regions
* Effects of ethnic diversity, corruption, natural resources, and women's empowerment
* Effects of international interactions including trade, foreign aid, migration, and war

### llm skills

* Examine leading theories of economic development
* Examine development experiences of major world regions
* Consider effects of ethnic diversity, corruption, natural resources, and women's empowerment on development
* Examine effects of international interactions like trade, aid, migration, and war on development

### llm assumed background

None recorded.

### llm search phrases

* political economy development theories
* economic development regions ethnic diversity corruption
* international trade aid migration war development

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

2ee132028ab71f17cc5e1ba0f46b642ec17087740fe3df834f2c8f1986b3000d

#### course id

POLISCI 330

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_9b21141eb982ce29c92866a0",
    "message": "No course-specific reviews available",
    "name": "Rikhil Bhavnani",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1672406",
    "summary": [
      {
        "citations": [
          {
            "course_id": "POLISCI 330",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
            "source_record": {
              "entity_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1182",
            "type": "grade"
          },
          {
            "course_id": "POLISCI 330",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
            "source_record": {
              "entity_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1212",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2017: 3.27 GPA, 58.0% A/AB (n=50 letter grades); Fall 2020: 3.13 GPA, 44.0% A/AB (n=100 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 — Fall 2017: 3.27 GPA, 58.0% A/AB (n=50 letter grades); Fall 2020: 3.13 GPA, 44.0% A/AB (n=100 letter grades).

```json
{
  "citations": [
    {
      "course_id": "POLISCI 330",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "POLISCI 330",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

RIKHIL BHAVNANI is recorded teaching in Fall 2017, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "POLISCI 330",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
      "source_record": {
        "entity_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "POLISCI 330",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
      "source_record": {
        "entity_id": "01518d62-16e0-3a77-ad2f-f829a23b2b4e",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "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_4172a7ecf74f6e8a54df6f89",
    "source": "enrollment",
    "source_instructor_id": "asjadhav2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Amit Jadhav",
    "email": "ASJADHAV2@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",
    "instructor_url": "/instructors/AMIT_JADHAV"
  },
  {
    "instructor_uid": "instructor_fd670034f81717e0b757e599",
    "source": "enrollment",
    "source_instructor_id": "tebid",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Norah-Frida Tebid",
    "email": "TEBID@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",
    "instructor_url": "/instructors/NORAH-FRIDA_TEBID"
  },
  {
    "instructor_uid": "instructor_9b21141eb982ce29c92866a0",
    "source": "enrollment",
    "source_instructor_id": "bhavnani",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rikhil Bhavnani",
    "email": "BHAVNANI@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": 13,
      "quality": 4.31,
      "difficulty": 2.69,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:1672406",
      "source_url": "https://www.ratemyprofessors.com/professor/1672406",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:52.102702+00:00",
      "courses": {
        "course_0a1fb69f6aa31e633df90ce2": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.9158701718464215,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/RIKHIL_BHAVNANI"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:778:024612",
    "course_id": "POLISCI 330",
    "course_uid": "course_cbca93af10669141bf015ca5",
    "term_id": "1272",
    "source_course_id": "024612",
    "source_subject_id": "778",
    "title": "Political Economy of Development",
    "credits_min": 3,
    "credits_max": 4,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35282",
    "term_id": "1272",
    "source_section_id": "35282",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 103,
    "enrolled": 96,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35284",
    "term_id": "1272",
    "source_section_id": "35284",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 17,
    "enrolled": 17,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35285",
    "term_id": "1272",
    "source_section_id": "35285",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 17,
    "enrolled": 17,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35286",
    "term_id": "1272",
    "source_section_id": "35286",
    "identity_basis": "class_number",
    "section_number": "304",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 17,
    "enrolled": 14,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35287",
    "term_id": "1272",
    "source_section_id": "35287",
    "identity_basis": "class_number",
    "section_number": "305",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 17,
    "enrolled": 15,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35288",
    "term_id": "1272",
    "source_section_id": "35288",
    "identity_basis": "class_number",
    "section_number": "306",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 17,
    "enrolled": 15,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35289",
    "term_id": "1272",
    "source_section_id": "35289",
    "identity_basis": "class_number",
    "section_number": "307",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 17,
    "enrolled": 17,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:38234",
    "term_id": "1272",
    "source_section_id": "38234",
    "identity_basis": "class_number",
    "section_number": "532",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 0,
    "enrolled": 1,
    "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_e3916314df950c47609f5f3b",
    "source": "madgrades",
    "source_instructor_id": "3977763",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RIKHIL BHAVNANI",
    "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": 13,
      "quality": 4.31,
      "difficulty": 2.69,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:1672406",
      "source_url": "https://www.ratemyprofessors.com/professor/1672406",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:52.102702+00:00",
      "courses": {
        "course_0a1fb69f6aa31e633df90ce2": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.9158701718464215,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.414,
      "graded": 537,
      "counts": [
        208,
        167,
        95,
        30,
        27,
        3,
        7
      ],
      "sections": 61
    },
    "instructor_url": "/instructors/RIKHIL_BHAVNANI--instructor_e3916314df950c47609f5f3b"
  },
  {
    "instructor_uid": "instructor_4172a7ecf74f6e8a54df6f89",
    "source": "enrollment",
    "source_instructor_id": "asjadhav2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Amit Jadhav",
    "email": "ASJADHAV2@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",
    "instructor_url": "/instructors/AMIT_JADHAV"
  },
  {
    "instructor_uid": "instructor_9b21141eb982ce29c92866a0",
    "source": "enrollment",
    "source_instructor_id": "bhavnani",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rikhil Bhavnani",
    "email": "BHAVNANI@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": 13,
      "quality": 4.31,
      "difficulty": 2.69,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:1672406",
      "source_url": "https://www.ratemyprofessors.com/professor/1672406",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:52.102702+00:00",
      "courses": {
        "course_0a1fb69f6aa31e633df90ce2": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.9158701718464215,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/RIKHIL_BHAVNANI"
  },
  {
    "instructor_uid": "instructor_fd670034f81717e0b757e599",
    "source": "enrollment",
    "source_instructor_id": "tebid",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Norah-Frida Tebid",
    "email": "TEBID@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",
    "instructor_url": "/instructors/NORAH-FRIDA_TEBID"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 330",
    "course_uid": "course_cbca93af10669141bf015ca5",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Rikhil Bhavnani"
    ],
    "a": 10,
    "ab": 19,
    "b": 13,
    "bc": 4,
    "c": 4,
    "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": 51,
    "source_aliases": [
      "POLISCI 330"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 330",
    "course_uid": "course_cbca93af10669141bf015ca5",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Rikhil Bhavnani"
    ],
    "a": 20,
    "ab": 24,
    "b": 33,
    "bc": 12,
    "c": 10,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 100,
    "source_aliases": [
      "POLISCI 330"
    ]
  }
]
```

### statistics

#### gpa

3.177

#### graded

150

#### counts

* 30
* 43
* 46
* 16
* 14
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_cbca93af10669141bf015ca5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_cbca93af10669141bf015ca5-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_cbca93af10669141bf015ca5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_cbca93af10669141bf015ca5-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_cbca93af10669141bf015ca5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_cbca93af10669141bf015ca5-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_cbca93af10669141bf015ca5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_cbca93af10669141bf015ca5-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.1766666666666667

#### count

150

#### university

##### size

1653

##### gpa Percentile

13

##### count Percentile

71

##### median Count

82

##### 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 | 8     | false   |
| 2.8–3.2 | 225   | true    |
| 3.2–3.6 | 525   | false   |
| 3.6–4.0 | 895   | false   |

#### departments

```json
[
  {
    "subject": "POLISCI",
    "comparison": {
      "size": 40,
      "gpaPercentile": 10,
      "countPercentile": 77,
      "medianCount": 99,
      "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": 5,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 21,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1182

##### term

1182

##### gpa

3.27

##### count

50

##### university

###### size

1025

###### gpa Percentile

29

###### count Percentile

32

###### median Count

69

###### 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 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "POLISCI",
    "comparison": {
      "size": 27,
      "gpaPercentile": 27,
      "countPercentile": 42,
      "medianCount": 57,
      "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": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 18,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.13

##### count

100

##### university

###### size

1111

###### gpa Percentile

10

###### count Percentile

67

###### median Count

68

###### 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 | 4     | false   |
| 2.8–3.2 | 159   | true    |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | false   |

##### departments

```json
[
  {
    "subject": "POLISCI",
    "comparison": {
      "size": 29,
      "gpaPercentile": 0,
      "countPercentile": 61,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

1653

###### gpa

3.588990048710623

###### top Share

77.64975611711347

###### count

82

##### POLISCI

###### size

40

###### gpa

3.4894119191382975

###### top Share

73.6190405622837

###### count

99

#### terms

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### POLISCI

###### size

27

###### gpa

3.3945516326036986

###### top Share

67.29292509440347

###### count

57

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### POLISCI

###### size

29

###### gpa

3.536672518177847

###### top Share

76.4438470307079

###### count

73

## instructor Trends

```json
[
  {
    "uid": "instructor_e3916314df950c47609f5f3b",
    "name": "RIKHIL BHAVNANI",
    "count": 150,
    "terms": [
      {
        "term": "1182",
        "count": 50,
        "sections": 1,
        "gpa": 3.27
      },
      {
        "term": "1212",
        "count": 100,
        "sections": 1,
        "gpa": 3.13
      }
    ]
  }
]
```

## following

None recorded.
