# ILS 206: Western Culture: Political, Economic, and Social Thought II | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ILS_206)

## 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
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* 1242
* 1234
* 1232
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* 1192
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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

50d97d51280e5a89aacaa453698e615082794370cc579925ef59a11762dc860c

### course id

ILS 206

### course uid

course\_017a664e53519bdfefed2e63

### catalog version id

68fd4daec4d3d9cf68dbdda417fc7478ba6cded999f842652fcd07aca357ea5b

### course number

206

### subjects

* ILS

### title

WESTERN CULTURE: POLITICAL, ECONOMIC, AND SOCIAL THOUGHT II

### description

The development of Western political, economic and social thought from the Reformation to the present day: the origins, logic and evolution of liberalism, Marxism, and organic conservatism as the principal systems of thought of the modern age.

### requirements text

None

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

c8673597dcabc6fc7c79f9c78af9473214abe6d0edf0dfd6f355db6ee9b952ba

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ILS 206 covers the development of Western political, economic, and social thought from the Reformation to the present day.

### llm topics

* Liberalism, Marxism, and organic conservatism
* Modern systems of thought

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* Western political thought
* liberalism Marxism conservatism
* Reformation modern age
* social and economic theory

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

634100f18e80bee5d978fd71184532571232545f323c008429c7b9cf4f0e36b8

#### course id

ILS 206

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Daniel Kapust, John Zumbrunnen, Richard Avramenko: Students report significant reading loads, including 13th-century texts, and difficult concepts like Machiavelli that require memorization or careful study to achieve high grades.

```json
{
  "citations": [
    {
      "instructor_name": "John Zumbrunnen",
      "review_date": "2009-08-14 00:44:07 +0000 UTC",
      "review_id": "69ae398a4ec86554b79dc8f7",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1282510",
      "source_review_id": "UmF0aW5nLTE2MTE5NTkw",
      "source_url": "https://www.ratemyprofessors.com/professor/1282510",
      "type": "review"
    },
    {
      "instructor_name": "Richard Avramenko",
      "review_date": "2013-05-14 01:11:46 +0000 UTC",
      "review_id": "1ad8a65893dcc9f4db38b4b4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:715075",
      "source_review_id": "UmF0aW5nLTIxNzUzMjAz",
      "source_url": "https://www.ratemyprofessors.com/professor/715075",
      "type": "review"
    },
    {
      "instructor_name": "Daniel Kapust",
      "review_date": "2017-05-06 17:14:20 +0000 UTC",
      "review_id": "87b758ddcc270c9f0e369df6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1724937",
      "source_review_id": "UmF0aW5nLTI4MjMzMTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Richard Avramenko, John Zumbrunnen, and Daniel Kapust are the primary historical instructors. Avramenko received mixed reviews for reading load and grading, while Zumbrunnen and Kapust were praised for engaging lectures and helpfulness. Ethan Alexander-Davey had polarizing reviews regarding his teaching style.

```json
{
  "citations": [
    {
      "instructor_name": "Richard Avramenko",
      "review_date": "2006-05-10 01:03:42 +0000 UTC",
      "review_id": "c65da8531d90d203a874eb16",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:715075",
      "source_review_id": "UmF0aW5nLTExODU4NDI3",
      "source_url": "https://www.ratemyprofessors.com/professor/715075",
      "type": "review"
    },
    {
      "instructor_name": "Richard Avramenko",
      "review_date": "2008-01-04 00:20:08 +0000 UTC",
      "review_id": "c2b1203812733a87394d39bc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:715075",
      "source_review_id": "UmF0aW5nLTEzOTQyODMx",
      "source_url": "https://www.ratemyprofessors.com/professor/715075",
      "type": "review"
    },
    {
      "instructor_name": "John Zumbrunnen",
      "review_date": "2009-05-18 11:30:54 +0000 UTC",
      "review_id": "b5ee6a7dbed3ae74c540ba8b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1282510",
      "source_review_id": "UmF0aW5nLTE1ODU4Mzk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1282510",
      "type": "review"
    },
    {
      "instructor_name": "John Zumbrunnen",
      "review_date": "2009-08-14 00:44:07 +0000 UTC",
      "review_id": "69ae398a4ec86554b79dc8f7",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1282510",
      "source_review_id": "UmF0aW5nLTE2MTE5NTkw",
      "source_url": "https://www.ratemyprofessors.com/professor/1282510",
      "type": "review"
    },
    {
      "instructor_name": "Ethan Alexander-Davey",
      "review_date": "2011-11-13 21:57:04 +0000 UTC",
      "review_id": "0dbe5f0a9336637d0ca9983a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1586387",
      "source_review_id": "UmF0aW5nLTE5MjI3ODEw",
      "source_url": "https://www.ratemyprofessors.com/professor/1586387",
      "type": "review"
    },
    {
      "instructor_name": "Ethan Alexander-Davey",
      "review_date": "2011-11-15 17:44:31 +0000 UTC",
      "review_id": "82e869255be5fdc6a81dfac9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1586387",
      "source_review_id": "UmF0aW5nLTE5MjQ1MjM1",
      "source_url": "https://www.ratemyprofessors.com/professor/1586387",
      "type": "review"
    },
    {
      "instructor_name": "Thomas Bunting",
      "review_date": "2013-05-06 16:44:53 +0000 UTC",
      "review_id": "2b1cbf1b5fd13faafcf77d11",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1816265",
      "source_review_id": "UmF0aW5nLTIxNjg3Nzc2",
      "source_url": "https://www.ratemyprofessors.com/professor/1816265",
      "type": "review"
    },
    {
      "instructor_name": "Richard Avramenko",
      "review_date": "2013-05-14 01:11:46 +0000 UTC",
      "review_id": "1ad8a65893dcc9f4db38b4b4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:715075",
      "source_review_id": "UmF0aW5nLTIxNzUzMjAz",
      "source_url": "https://www.ratemyprofessors.com/professor/715075",
      "type": "review"
    },
    {
      "instructor_name": "Daniel Kapust",
      "review_date": "2017-05-06 17:14:20 +0000 UTC",
      "review_id": "87b758ddcc270c9f0e369df6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1724937",
      "source_review_id": "UmF0aW5nLTI4MjMzMTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "type": "review"
    },
    {
      "instructor_name": "Daniel Kapust",
      "review_date": "2017-05-11 19:00:27 +0000 UTC",
      "review_id": "bf44ab5e3e9c9dc8d615eef4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1724937",
      "source_review_id": "UmF0aW5nLTI4Mjg5NTAw",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Daniel Kapust: Daniel Kapust delivers engaging, funny lectures that make difficult material exciting, though the course remains reading-heavy and requires consistent work to succeed.

```json
{
  "citations": [
    {
      "instructor_name": "Daniel Kapust",
      "review_date": "2017-05-06 17:14:20 +0000 UTC",
      "review_id": "87b758ddcc270c9f0e369df6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1724937",
      "source_review_id": "UmF0aW5nLTI4MjMzMTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "type": "review"
    },
    {
      "instructor_name": "Daniel Kapust",
      "review_date": "2017-05-11 19:00:27 +0000 UTC",
      "review_id": "bf44ab5e3e9c9dc8d615eef4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1724937",
      "source_review_id": "UmF0aW5nLTI4Mjg5NTAw",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "type": "review"
    },
    {
      "instructor_name": "Daniel Kapust",
      "review_date": "2020-06-08 01:41:49 +0000 UTC",
      "review_id": "6647137653ed4c9174d1223c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1724937",
      "source_review_id": "UmF0aW5nLTMzNDE2OTE5",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2020: 3.54 GPA, 78.3% A/AB (n=23 letter grades); Spring 2022: 3.25 GPA, 60.0% A/AB (n=30 letter grades); Spring 2023: 3.67 GPA, 77.8% A/AB (n=18 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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        "file": "tables/observations.parquet",
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      "table": "grades_latest",
      "term_id": "1204",
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      },
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      "table": "grades_latest",
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}
```

#### student experience

Historical reviews of Ethan Alexander-Davey, John Zumbrunnen: Some instructors provide all necessary information in lectures or PowerPoint slides, reducing reading requirements, while others are described as thoughtful and helpful.

```json
{
  "citations": [
    {
      "instructor_name": "John Zumbrunnen",
      "review_date": "2009-05-18 11:30:54 +0000 UTC",
      "review_id": "b5ee6a7dbed3ae74c540ba8b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1282510",
      "source_review_id": "UmF0aW5nLTE1ODU4Mzk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1282510",
      "type": "review"
    },
    {
      "instructor_name": "Ethan Alexander-Davey",
      "review_date": "2011-11-13 21:57:04 +0000 UTC",
      "review_id": "0dbe5f0a9336637d0ca9983a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1586387",
      "source_review_id": "UmF0aW5nLTE5MjI3ODEw",
      "source_url": "https://www.ratemyprofessors.com/professor/1586387",
      "type": "review"
    },
    {
      "instructor_name": "John Zumbrunnen",
      "review_date": "2019-11-07 07:03:55 +0000 UTC",
      "review_id": "c02cb440921b32be9bb2bd22",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1282510",
      "source_review_id": "UmF0aW5nLTMyMzc0NDQ0",
      "source_url": "https://www.ratemyprofessors.com/professor/1282510",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DANIEL KAPUST is recorded teaching in Spring 2017, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "table": "section_grades_latest",
      "term_id": "1174",
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      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    }
  ]
}
```

ETHAN ALEXANDER-DAVEY is recorded teaching in Spring 2011. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    }
  ]
}
```

JOHN ZUMBRUNNEN is recorded teaching in Spring 2009. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    }
  ]
}
```

RICHARD AVRAMENKO is recorded teaching in Spring 2007, Spring 2008, Spring 2010, Spring 2012, Spring 2013, Spring 2014, Spring 2018, Spring 2020, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

THOMAS BUNTING is recorded teaching in Spring 2016. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ILS 206",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "4122a1fa-3765-34fb-9312-519501555f72",
      "source_record": {
        "entity_id": "4122a1fa-3765-34fb-9312-519501555f72",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

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

#### root

source\_requirements

#### status

needs\_review

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
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    "source": "madgrades",
    "source_instructor_id": "4004545",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RICHARD AVRAMENKO",
    "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": 81,
      "quality": 4.2,
      "difficulty": 2.91,
      "quality_count": 81,
      "difficulty_count": 81,
      "profile_id": "rmp:715075",
      "source_url": "https://www.ratemyprofessors.com/professor/715075",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:10:05.583287+00:00",
      "courses": {
        "course_dac3c0e554bb8fd4c39452f9": {
          "review_count": 53,
          "quality": 4.21,
          "difficulty": 2.87,
          "quality_count": 53,
          "difficulty_count": 53
        },
        "course_017a664e53519bdfefed2e63": {
          "review_count": 13,
          "quality": 4.38,
          "difficulty": 2.92,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_a97e454f723243758e7a66ab": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.093007085850811,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.246,
      "graded": 2887,
      "counts": [
        675,
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        790,
        302,
        94,
        40,
        38
      ],
      "sections": 109
    },
    "instructor_url": "/instructors/RICHARD_AVRAMENKO--instructor_f5a45faa9aa0e71278768163"
  },
  {
    "instructor_uid": "instructor_dff03385a7dcd1bead3a0359",
    "source": "madgrades",
    "source_instructor_id": "4530799",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN ZUMBRUNNEN",
    "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": 40,
      "quality": 4.8,
      "difficulty": 2.5,
      "quality_count": 40,
      "difficulty_count": 40,
      "profile_id": "rmp:1282510",
      "source_url": "https://www.ratemyprofessors.com/professor/1282510",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:56.032068+00:00",
      "courses": {
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          "difficulty": 2.33,
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        },
        "course_f316b1c0bcfe1eba601b7ab6": {
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        }
      },
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    },
    "grade_statistics": {
      "gpa": 3.582,
      "graded": 974,
      "counts": [
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      ],
      "sections": 58
    },
    "instructor_url": "/instructors/JOHN_ZUMBRUNNEN"
  },
  {
    "instructor_uid": "instructor_098a98cc878666bc9760a2ce",
    "source": "madgrades",
    "source_instructor_id": "4144102",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ETHAN ALEXANDER-DAVEY",
    "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_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:1586387",
      "source_url": "https://www.ratemyprofessors.com/professor/1586387",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:40:12.642669+00:00",
      "courses": {
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      },
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    },
    "grade_statistics": {
      "gpa": 3.182,
      "graded": 66,
      "counts": [
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        6,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ETHAN_ALEXANDER-DAVEY"
  },
  {
    "instructor_uid": "instructor_069b7c10311e4c740b7c4a5e",
    "source": "madgrades",
    "source_instructor_id": "4149861",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOSHUA BANDOCH",
    "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": 1,
      "quality": 4,
      "difficulty": 4,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:2092243",
      "source_url": "https://www.ratemyprofessors.com/professor/2092243",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:09.613142+00:00",
      "courses": {},
      "bayesian_quality": 3.675891222425329,
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    },
    "grade_statistics": {
      "gpa": 3.309,
      "graded": 34,
      "counts": [
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        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/JOSHUA_BANDOCH"
  },
  {
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    "source": "madgrades",
    "source_instructor_id": "4895133",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "THOMAS BUNTING",
    "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": 8,
      "quality": 5,
      "difficulty": 2,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:1816265",
      "source_url": "https://www.ratemyprofessors.com/professor/1816265",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:12.896560+00:00",
      "courses": {
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        },
        "course_017a664e53519bdfefed2e63": {
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          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.042632702533282,
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      "prior_weight": 20
    },
    "grade_statistics": {
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      "graded": 142,
      "counts": [
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        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/THOMAS_BUNTING--instructor_831a6e4c292d5e6a29d84aed"
  },
  {
    "instructor_uid": "instructor_4a95edf7b7714279b090ce91",
    "source": "madgrades",
    "source_instructor_id": "182558",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL KAPUST",
    "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_count": 53,
      "difficulty_count": 53,
      "profile_id": "rmp:1724937",
      "source_url": "https://www.ratemyprofessors.com/professor/1724937",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:46:07.843889+00:00",
      "courses": {
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        "course_b4995635f02518f77cf89dc2": {
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        "course_cdb76f98405661d42020c591": {
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        },
        "course_017a664e53519bdfefed2e63": {
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          "quality_count": 3,
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        }
      },
      "bayesian_quality": 4.429502954396328,
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    },
    "grade_statistics": {
      "gpa": 3.632,
      "graded": 2002,
      "counts": [
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        17,
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      ],
      "sections": 66
    },
    "instructor_url": "/instructors/DANIEL_KAPUST--instructor_4a95edf7b7714279b090ce91"
  },
  {
    "instructor_uid": "instructor_316de11425e32a127bcf68bc",
    "source": "madgrades",
    "source_instructor_id": "6220099",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GARRETT JONES",
    "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",
    "grade_statistics": {
      "gpa": 3.688,
      "graded": 64,
      "counts": [
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        1,
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        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/GARRETT_JONES"
  },
  {
    "instructor_uid": "instructor_cbe3fb7ae04143321ec9665e",
    "source": "madgrades",
    "source_instructor_id": "5716182",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LUKE DRETSKE",
    "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",
    "grade_statistics": {
      "gpa": null,
      "graded": 0,
      "counts": [
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/LUKE_DRETSKE--instructor_cbe3fb7ae04143321ec9665e"
  },
  {
    "instructor_uid": "instructor_ea2ad4d9b1a7f226e00fc42d",
    "source": "madgrades",
    "source_instructor_id": "6286633",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HAMNI PARK",
    "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",
    "grade_statistics": {
      "gpa": 3.842,
      "graded": 19,
      "counts": [
        13,
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        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/HAMNI_PARK--instructor_ea2ad4d9b1a7f226e00fc42d"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 206",
    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "RICHARD AVRAMENKO"
    ],
    "a": 27,
    "ab": 43,
    "b": 64,
    "bc": 39,
    "c": 10,
    "d": 1,
    "f": 3,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 189,
    "source_aliases": [
      "ILS 206"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
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    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "RICHARD AVRAMENKO"
    ],
    "a": 15,
    "ab": 55,
    "b": 61,
    "bc": 33,
    "c": 7,
    "d": 2,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 175,
    "source_aliases": [
      "ILS 206"
    ]
  },
  {
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    "course_id": "ILS 206",
    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "JOHN ZUMBRUNNEN"
    ],
    "a": 13,
    "ab": 48,
    "b": 35,
    "bc": 12,
    "c": 4,
    "d": 3,
    "f": 3,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
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    "total": 119,
    "source_aliases": [
      "ILS 206"
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  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
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    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "RICHARD AVRAMENKO"
    ],
    "a": 29,
    "ab": 26,
    "b": 22,
    "bc": 13,
    "c": 0,
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    "f": 0,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
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    "total": 94,
    "source_aliases": [
      "ILS 206"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "ETHAN ALEXANDER-DAVEY"
    ],
    "a": 12,
    "ab": 22,
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    "bc": 10,
    "c": 6,
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    "total": 66,
    "source_aliases": [
      "ILS 206"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1124",
    "term_name": "Spring 2012",
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      "RICHARD AVRAMENKO"
    ],
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    "total": 98,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "RICHARD AVRAMENKO"
    ],
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    "b": 23,
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    "total": 74,
    "source_aliases": [
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  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1144",
    "term_name": "Spring 2014",
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      "RICHARD AVRAMENKO"
    ],
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    "source_aliases": [
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  },
  {
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    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "JOSHUA BANDOCH"
    ],
    "a": 8,
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    "b": 7,
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    "source_aliases": [
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  },
  {
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    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "THOMAS BUNTING"
    ],
    "a": 17,
    "ab": 27,
    "b": 7,
    "bc": 2,
    "c": 0,
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    "total": 54,
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  },
  {
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    "term_id": "1174",
    "term_name": "Spring 2017",
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      "Daniel Kapust"
    ],
    "a": 19,
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1184",
    "term_name": "Spring 2018",
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      "RICHARD AVRAMENKO"
    ],
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  },
  {
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    "term_id": "1194",
    "term_name": "Spring 2019",
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      "Daniel Kapust"
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  },
  {
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    "term_id": "1204",
    "term_name": "Spring 2020",
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      "RICHARD AVRAMENKO"
    ],
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  {
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    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1224",
    "term_name": "Spring 2022",
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      "RICHARD AVRAMENKO"
    ],
    "a": 10,
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  },
  {
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    "course_id": "ILS 206",
    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "GARRETT JONES"
    ],
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    "b": 3,
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      "ILS 206"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_id": "ILS 206",
    "course_uid": "course_017a664e53519bdfefed2e63",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Hanbi Park",
      "LUKE DRETSKE"
    ],
    "a": 0,
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    "b": 0,
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    "total": 0,
    "source_aliases": [
      "ILS 206"
    ]
  }
]
```

### statistics

#### gpa

3.201

#### graded

1158

#### counts

* 240
* 389
* 301
* 144
* 51
* 20
* 13

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_017a664e53519bdfefed2e63-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_017a664e53519bdfefed2e63-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_017a664e53519bdfefed2e63-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_017a664e53519bdfefed2e63-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_017a664e53519bdfefed2e63-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_017a664e53519bdfefed2e63-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_017a664e53519bdfefed2e63-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_017a664e53519bdfefed2e63-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
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    "name": "RICHARD AVRAMENKO",
    "count": 785,
    "terms": [
      {
        "term": "1074",
        "count": 187,
        "sections": 1,
        "gpa": 3.0427807486631018
      },
      {
        "term": "1084",
        "count": 175,
        "sections": 1,
        "gpa": 3.0514285714285716
      },
      {
        "term": "1104",
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      {
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        "gpa": 2.9489795918367347
      },
      {
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        "gpa": 3.1805555555555554
      },
      {
        "term": "1144",
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        "sections": 1,
        "gpa": 3.2403846153846154
      },
      {
        "term": "1184",
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        "gpa": 3.4107142857142856
      },
      {
        "term": "1204",
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        "sections": 1,
        "gpa": 3.5434782608695654
      },
      {
        "term": "1224",
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        "sections": 1,
        "gpa": 3.25
      }
    ]
  },
  {
    "uid": "instructor_dff03385a7dcd1bead3a0359",
    "name": "JOHN ZUMBRUNNEN",
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    "terms": [
      {
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        "count": 118,
        "sections": 1,
        "gpa": 3.1016949152542375
      }
    ]
  },
  {
    "uid": "instructor_4a95edf7b7714279b090ce91",
    "name": "DANIEL KAPUST",
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    "terms": [
      {
        "term": "1174",
        "count": 47,
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      {
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        "sections": 1,
        "gpa": 3.6621621621621623
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    ]
  },
  {
    "uid": "instructor_098a98cc878666bc9760a2ce",
    "name": "ETHAN ALEXANDER-DAVEY",
    "count": 66,
    "terms": [
      {
        "term": "1114",
        "count": 66,
        "sections": 1,
        "gpa": 3.1818181818181817
      }
    ]
  },
  {
    "uid": "instructor_831a6e4c292d5e6a29d84aed",
    "name": "THOMAS BUNTING",
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    "terms": [
      {
        "term": "1164",
        "count": 53,
        "sections": 1,
        "gpa": 3.556603773584906
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    ]
  },
  {
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    "name": "JOSHUA BANDOCH",
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    "terms": [
      {
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        "count": 34,
        "sections": 1,
        "gpa": 3.3088235294117645
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    ]
  },
  {
    "uid": "instructor_316de11425e32a127bcf68bc",
    "name": "GARRETT JONES",
    "count": 18,
    "terms": [
      {
        "term": "1234",
        "count": 18,
        "sections": 1,
        "gpa": 3.6666666666666665
      }
    ]
  }
]
```

## following

None recorded.
