# POLISCI 919: Seminar-advanced Methodology | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/POLISCI_919)

## 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

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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

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### course id

POLISCI 919

### course uid

course\_6ad3962ddf61b101179e6bfb

### catalog version id

fafcaa45cae01b57fb4150f4d9e41f59f282eaad294a9d2a2a687d613727e398

### course number

919

### subjects

* POLISCI

### title

SEMINAR-ADVANCED METHODOLOGY

### description

Design of research and adaptation of advanced methods to solve particular methodological problems in original analyses of political data.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

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### llm model

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### llm model revision

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### llm task version

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### llm search status

valid

### llm summary

POLISCI 919 is a graduate seminar on advanced methodology that teaches research design and the adaptation of methods for original political data analysis.

### llm topics

* Research design
* Advanced methodological methods
* Political data analysis

### llm skills

* Designing research projects
* Adapting advanced methodological methods
* Solving methodological problems
* Conducting original analyses of political data

### llm assumed background

None recorded.

### llm search phrases

* political data analysis
* advanced research methods
* methodological problems
* graduate seminar political science

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

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#### course id

POLISCI 919

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

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#### quick take

Recent recorded grades — Spring 2024: 3.54 GPA, 71.4% A/AB (n=14 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=5 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=17 letter grades).

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#### student experience

None recorded.

#### task hash

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#### teaching history

None recorded.

#### term id

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#### term name

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#### version

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### requirements

#### nodes

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#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "SCOTT GEHLBACH"
    ],
    "a": 5,
    "ab": 1,
    "b": 0,
    "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": 6,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "SCOTT GEHLBACH"
    ],
    "a": 3,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "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": 8,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "MICHAEL SCHATZBERG"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "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": 0,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "SCOTT STRAUS"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "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": 0,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "ALEXANDER TAHK",
      "Erica Simmons"
    ],
    "a": 12,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 24,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "ALEXANDER TAHK",
      "Jonathan Renshon",
      "SCOTT STRAUS"
    ],
    "a": 4,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "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": 8,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Erica Simmons",
      "Nadav Shelef"
    ],
    "a": 13,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 6,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "ALEXANDER TAHK",
      "Jonathan Renshon"
    ],
    "a": 8,
    "ab": 1,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Adeline Lo",
      "Nadav Shelef"
    ],
    "a": 7,
    "ab": 2,
    "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": 10,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "ALEXANDER TAHK",
      "Adeline Lo"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
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    "c": 0,
    "d": 0,
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    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
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    "passed": 0,
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    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Erica Simmons",
      "Nadav Shelef"
    ],
    "a": 6,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
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    "other": 0,
    "total": 10,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Jonathan Renshon",
      "Nadav Shelef"
    ],
    "a": 11,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
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    "total": 17,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Adeline Lo"
    ],
    "a": 9,
    "ab": 1,
    "b": 0,
    "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": 10,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Rikhil Bhavnani"
    ],
    "a": 5,
    "ab": 2,
    "b": 0,
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    "c": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
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    "other": 0,
    "total": 7,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Adeline Lo",
      "Erica Simmons",
      "Rikhil Bhavnani"
    ],
    "a": 10,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
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    "satisfactory": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 4,
    "no_work": 0,
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    "other": 0,
    "total": 15,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "ALEXANDER TAHK",
      "Jonathan Renshon"
    ],
    "a": 6,
    "ab": 4,
    "b": 3,
    "bc": 1,
    "c": 0,
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    "no_credit": 0,
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    "incomplete": 0,
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    "other": 0,
    "total": 14,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Adeline Lo"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
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    "c": 0,
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    "no_credit": 0,
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    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "ALEXANDER TAHK",
      "Rikhil Bhavnani"
    ],
    "a": 5,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
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    "other": 0,
    "total": 6,
    "source_aliases": [
      "POLISCI 919"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "POLISCI 919",
    "course_uid": "course_6ad3962ddf61b101179e6bfb",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Katherine Cramer"
    ],
    "a": 17,
    "ab": 0,
    "b": 0,
    "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": 17,
    "source_aliases": [
      "POLISCI 919"
    ]
  }
]
```

### statistics

#### gpa

3.838

#### graded

225

#### counts

* 166
* 47
* 10
* 2
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_6ad3962ddf61b101179e6bfb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_6ad3962ddf61b101179e6bfb-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_6ad3962ddf61b101179e6bfb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_6ad3962ddf61b101179e6bfb-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_6ad3962ddf61b101179e6bfb-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_6ad3962ddf61b101179e6bfb-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8377777777777777

#### count

225

#### university

##### size

5592

##### gpa Percentile

66

##### count Percentile

50

##### median Count

223

##### 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 | 12    | false   |
| 2.8–3.2 | 368   | false   |
| 3.2–3.6 | 1538  | false   |
| 3.6–4.0 | 3674  | true    |

#### departments

```json
[
  {
    "subject": "POLISCI",
    "comparison": {
      "size": 136,
      "gpaPercentile": 87,
      "countPercentile": 58,
      "medianCount": 166,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 56,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 70,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1084

##### term

1084

##### gpa

3.5833333333333335

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1092

##### term

1092

##### gpa

3.9166666666666665

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1094

##### term

1094

##### gpa

4

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1104

##### term

1104

##### gpa

3.6

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1114

##### term

1114

##### gpa

3.9

##### count

5

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1124

##### term

1124

##### gpa

3.9285714285714284

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1142

##### term

1142

##### gpa

3.9166666666666665

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1144

##### term

1144

##### gpa

3.8333333333333335

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1152

##### term

1152

##### gpa

3.9166666666666665

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1154

##### term

1154

##### gpa

3.642857142857143

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1174

##### term

1174

##### gpa

3.875

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1184

##### term

1184

##### gpa

3.7857142857142856

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1194

##### term

1194

##### gpa

3.90625

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1202

##### term

1202

##### gpa

3.6666666666666665

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1204

##### term

1204

##### gpa

3.8

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1222

##### term

1222

##### gpa

3.8125

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1224

##### term

1224

##### gpa

3.8125

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1232

##### term

1232

##### gpa

3.95

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1234

##### term

1234

##### gpa

3.857142857142857

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1242

##### term

1242

##### gpa

3.9545454545454546

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1244

##### term

1244

##### gpa

3.5357142857142856

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1254

##### term

1254

##### gpa

4

##### count

5

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

#### 1262

##### term

1262

##### gpa

4

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| POLISCI |            |

### benchmarks

#### all

##### school

###### size

5592

###### gpa

3.6708392244237675

###### top Share

82.50034121704009

###### count

223

##### POLISCI

###### size

136

###### gpa

3.567982745352936

###### top Share

79.13786567953271

###### count

166

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### POLISCI

###### size

13

###### gpa

3.1997463044343535

###### top Share

54.23585365978644

###### count

88

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### POLISCI

###### size

14

###### gpa

3.268596258997659

###### top Share

60.70808904525222

###### count

98

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### POLISCI

###### size

11

###### gpa

3.146214959311787

###### top Share

50.7809183516562

###### count

102

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### POLISCI

###### size

16

###### gpa

3.238531506836362

###### top Share

55.06088203147391

###### count

72.5

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### POLISCI

###### size

11

###### gpa

3.1594093862343957

###### top Share

49.96467915938485

###### count

95

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

###### POLISCI

###### size

14

###### gpa

3.1531610813978714

###### top Share

49.305472802233474

###### count

69

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### POLISCI

###### size

14

###### gpa

3.1739664025187007

###### top Share

53.18004491288821

###### count

76.5

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### POLISCI

###### size

12

###### gpa

3.2185088366768486

###### top Share

56.22209935190565

###### count

95

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### POLISCI

###### size

14

###### gpa

3.2185323922052858

###### top Share

55.38573023617504

###### count

94.5

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### POLISCI

###### size

13

###### gpa

3.1934937099142284

###### top Share

53.71713794999391

###### count

93

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### POLISCI

###### size

15

###### gpa

3.182300079741595

###### top Share

52.46119703858788

###### count

70

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### POLISCI

###### size

11

###### gpa

3.280823164113721

###### top Share

59.66337782557022

###### count

112

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### POLISCI

###### size

14

###### gpa

3.2576110896081407

###### top Share

56.95368098781108

###### count

59.5

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### POLISCI

###### size

14

###### gpa

3.3636801287501603

###### top Share

66.05950163421888

###### count

68

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### POLISCI

###### size

14

###### gpa

3.301197196812184

###### top Share

61.93891738722217

###### count

72.5

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### POLISCI

###### size

14

###### gpa

3.3572994689885887

###### top Share

65.12888891061475

###### count

57.5

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### POLISCI

###### size

14

###### gpa

3.387238014237884

###### top Share

65.7223661684711

###### count

58

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### POLISCI

###### size

14

###### gpa

3.3267512689228935

###### top Share

63.863048828219576

###### count

57.5

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### POLISCI

###### size

18

###### gpa

3.518685834115279

###### top Share

75.71186270755474

###### count

60

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### POLISCI

###### size

28

###### gpa

3.419036487558007

###### top Share

69.50826051414016

###### count

51

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### POLISCI

###### size

28

###### gpa

3.3622929055465627

###### top Share

67.77057007459834

###### count

60

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### POLISCI

###### size

26

###### gpa

3.4780734884386755

###### top Share

73.10491162594762

###### count

62

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### POLISCI

###### size

29

###### gpa

3.6515292898120917

###### top Share

84.42435417336284

###### count

59

##### 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

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### POLISCI

###### size

32

###### gpa

3.5006556757964944

###### top Share

75.79663378946314

###### count

50.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### POLISCI

###### size

28

###### gpa

3.532143371297822

###### top Share

77.90235292035405

###### count

69

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### POLISCI

###### size

33

###### gpa

3.5166781206385624

###### top Share

75.8351096221922

###### count

55

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### POLISCI

###### size

28

###### gpa

3.5845277295873372

###### top Share

78.11327833817083

###### count

60.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### POLISCI

###### size

31

###### gpa

3.5305358829108964

###### top Share

77.33733829427872

###### count

52

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### POLISCI

###### size

31

###### gpa

3.553793736689284

###### top Share

78.69346146940943

###### count

56

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### POLISCI

###### size

32

###### gpa

3.59050798614564

###### top Share

80.89004576107973

###### count

53.5

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### POLISCI

###### size

32

###### gpa

3.654521141473103

###### top Share

83.94942250442324

###### count

55.5

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### POLISCI

###### size

33

###### gpa

3.6552318292491512

###### top Share

84.17209946246977

###### count

79

## instructor Trends

```json
[
  {
    "uid": "instructor_89e89e8201e3c76fb1d50cd0",
    "name": "JONATHAN RENSHON",
    "count": 41,
    "terms": [
      {
        "term": "1184",
        "count": 7,
        "sections": 1,
        "gpa": 3.7857142857142856
      },
      {
        "term": "1202",
        "count": 12,
        "sections": 1,
        "gpa": 3.6666666666666665
      },
      {
        "term": "1224",
        "count": 8,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1244",
        "count": 14,
        "sections": 1,
        "gpa": 3.5357142857142856
      }
    ]
  },
  {
    "uid": "instructor_857d939278eec6a894391e4f",
    "name": "ERICA SIMMONS",
    "count": 38,
    "terms": [
      {
        "term": "1174",
        "count": 7,
        "sections": 1,
        "gpa": 3.9285714285714284
      },
      {
        "term": "1194",
        "count": 12,
        "sections": 1,
        "gpa": 3.875
      },
      {
        "term": "1222",
        "count": 8,
        "sections": 1,
        "gpa": 3.8125
      },
      {
        "term": "1242",
        "count": 11,
        "sections": 1,
        "gpa": 3.9545454545454546
      }
    ]
  },
  {
    "uid": "instructor_a9b581be0c88790e47af785a",
    "name": "CHARLES H FRANKLIN",
    "count": 29,
    "terms": [
      {
        "term": "1084",
        "count": 6,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1092",
        "count": 6,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1094",
        "count": 17,
        "sections": 2,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_75eeac646726a508321a5f7c",
    "name": "ADELINE LO",
    "count": 20,
    "terms": [
      {
        "term": "1204",
        "count": 10,
        "sections": 1,
        "gpa": 3.8
      },
      {
        "term": "1232",
        "count": 10,
        "sections": 1,
        "gpa": 3.95
      }
    ]
  },
  {
    "uid": "instructor_6b7bc85d57b581fb0a827678",
    "name": "SCOTT GEHLBACH",
    "count": 19,
    "terms": [
      {
        "term": "1144",
        "count": 6,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1152",
        "count": 6,
        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1154",
        "count": 7,
        "sections": 1,
        "gpa": 3.642857142857143
      }
    ]
  },
  {
    "uid": "instructor_ab063b95d415c377805cd469",
    "name": "ALEXANDER TAHK",
    "count": 19,
    "terms": [
      {
        "term": "1114",
        "count": 5,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1174",
        "count": 9,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1254",
        "count": 5,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_65b4b4d56a0a7022afcb50d1",
    "name": "JON PEVEHOUSE",
    "count": 17,
    "terms": [
      {
        "term": "1104",
        "count": 10,
        "sections": 1,
        "gpa": 3.6
      },
      {
        "term": "1124",
        "count": 7,
        "sections": 1,
        "gpa": 3.9285714285714284
      }
    ]
  },
  {
    "uid": "instructor_8f47c1986bfbdab3c14f2bd6",
    "name": "KATHERINE CRAMER",
    "count": 17,
    "terms": [
      {
        "term": "1262",
        "count": 17,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_78749a7e6817901cd64cf314",
    "name": "NADAV SHELEF",
    "count": 12,
    "terms": [
      {
        "term": "1194",
        "count": 4,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1224",
        "count": 8,
        "sections": 1,
        "gpa": 3.875
      }
    ]
  },
  {
    "uid": "instructor_e3916314df950c47609f5f3b",
    "name": "RIKHIL BHAVNANI",
    "count": 7,
    "terms": [
      {
        "term": "1234",
        "count": 7,
        "sections": 1,
        "gpa": 3.857142857142857
      }
    ]
  },
  {
    "uid": "instructor_6dc0ba3fca44da40935f686f",
    "name": "NOAM LUPU",
    "count": 6,
    "terms": [
      {
        "term": "1142",
        "count": 6,
        "sections": 1,
        "gpa": 3.9166666666666665
      }
    ]
  }
]
```

## following

None recorded.
