# ILS 201: Western Culture: Science, Technology, Philosophy I | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ILS_201)

## 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
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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

a6ce525b2257b672beb1ead7b5df887b64b9e98c7e2442ced25936c5eb419bb3

### course id

ILS 201

### course uid

course\_23fb0af17af59685794f4582

### catalog version id

6c782dfeb302c7c62ad8be465fb2729390ffea4defe95fafada4c04fee7f6979

### course number

201

### subjects

* ILS

### title

WESTERN CULTURE: SCIENCE, TECHNOLOGY, PHILOSOPHY I

### description

Western science and technology in the making. Major developments viewed in philosophical and social context, from antiquity to 17th century.

### requirements text

Not open to students with credit forHIST SCI 201.

### credits min

3

### credits max

3

### credit offering ids

* 1272:500:010475

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

8b14292135b7c05976687ac6d8f0d9e495bdaaf404c4116aa72f5d538bcc6f42

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ILS 201 examines major developments in Western science and technology from antiquity to the 17th century within their philosophical and social contexts.

### llm topics

* Western science and technology
* Philosophical and social context of science
* Historical period: Antiquity to 17th Century

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* history of science philosophy
* western science technology antiquity
* science social context 17th century
* ILS 201 course review

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

cfdc51f365c52641e51cb262273271a7d8a036066936e9d5f6ad30fb10dae2c0

#### course id

ILS 201

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_e8e272b2ede6425a9779d472",
    "message": null,
    "name": "Florence Hsia",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:223676",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Florence Hsia",
            "review_date": "2008-11-22 18:18:55 +0000 UTC",
            "review_id": "b3394c9e40e56edc81ce12ef",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:223676",
            "source_review_id": "UmF0aW5nLTE1MDQ3NTUz",
            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
          },
          {
            "instructor_name": "Florence Hsia",
            "review_date": "2010-12-23 13:25:56 +0000 UTC",
            "review_id": "e0cfb39306e06e6739580532",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:223676",
            "source_review_id": "UmF0aW5nLTE4MDMxOTM3",
            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
          },
          {
            "instructor_name": "Florence Hsia",
            "review_date": "2015-12-19 01:46:31 +0000 UTC",
            "review_id": "910c9b3ddb9a37b3783505de",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:223676",
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            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
          },
          {
            "instructor_name": "Florence Hsia",
            "review_date": "2018-03-26 11:22:10 +0000 UTC",
            "review_id": "c0de0a68a9714026ffd1f29c",
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          {
            "instructor_name": "Florence Hsia",
            "review_date": "2022-12-08 22:19:02 +0000 UTC",
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            "source_url": "https://www.ratemyprofessors.com/professor/223676",
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          {
            "instructor_name": "Florence Hsia",
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            "source_instructor_id": "rmp:223676",
            "source_review_id": "UmF0aW5nLTQyMzM3MTg2",
            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
          }
        ],
        "text": "Florence Hsia is praised as a clear, passionate lecturer who makes dense material accessible. Reviewers highlight her straightforward expectations and ability to explain complex points effectively. Her teaching style is consistently rated highly for clarity and engagement."
      },
      {
        "citations": [
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            "review_date": "2006-11-26 16:33:53 +0000 UTC",
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            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
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          {
            "instructor_name": "Florence Hsia",
            "review_date": "2007-11-11 04:26:57 +0000 UTC",
            "review_id": "f25bf5c7bcfe2aea16e6f406",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:223676",
            "source_review_id": "UmF0aW5nLTEzNjMyODI2",
            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
          },
          {
            "instructor_name": "Florence Hsia",
            "review_date": "2007-12-13 17:38:03 +0000 UTC",
            "review_id": "0767d868569a57a4e25b9ad2",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:223676",
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            "source_url": "https://www.ratemyprofessors.com/professor/223676",
            "type": "review"
          }
        ],
        "text": "Some past reviewers described Hsia's lectures as boring or the class as a passable option for general education requirements. One reviewer noted that readings were not strictly necessary for success, while another felt the lectures were merely repetitive of assigned materials."
      },
      {
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            "table": "section_grades_latest",
            "term_id": "1242",
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            "term_id": "1252",
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            "table": "section_grades_latest",
            "term_id": "1262",
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        ],
        "text": "Recent recorded grades — Fall 2023: 3.57 GPA, 72.7% A/AB (n=110 letter grades); Fall 2024: 3.63 GPA, 86.3% A/AB (n=139 letter grades); Fall 2025: 3.55 GPA, 79.3% A/AB (n=121 letter grades)."
      }
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  }
]
```

#### difficulty workload

The course is reading-heavy with dense texts, requiring students to attend section and take notes. While some find the volume of content challenging, others note that lectures cover necessary exam material, making the workload manageable for the grade.

```json
{
  "citations": [
    {
      "instructor_name": "Florence Hsia",
      "review_date": "2007-12-13 17:38:03 +0000 UTC",
      "review_id": "0767d868569a57a4e25b9ad2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:223676",
      "source_review_id": "UmF0aW5nLTEzODI1MDY0",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "type": "review"
    },
    {
      "instructor_name": "Florence Hsia",
      "review_date": "2015-12-19 01:46:31 +0000 UTC",
      "review_id": "910c9b3ddb9a37b3783505de",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:223676",
      "source_review_id": "UmF0aW5nLTI1NzY5NTcy",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "type": "review"
    },
    {
      "instructor_name": "Florence Hsia",
      "review_date": "2025-12-18 23:14:47 +0000 UTC",
      "review_id": "0f12527735a11355ce0dfd65",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:223676",
      "source_review_id": "UmF0aW5nLTQyMzM3MTg2",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

No reviews exist for current instructor Florence Hsia. Historical reviews for Michael Shank describe a passionate but polarizing lecturer. Students report that his engaging anecdotes and field trips are offset by vague lectures, excessive digressions, and dry presentation styles that some find boring or confusing.

```json
{
  "citations": [
    {
      "instructor_name": "Michael Shank",
      "review_date": "2004-02-17 18:38:50 +0000 UTC",
      "review_id": "2d85ebb33fa253868924f1c6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTE3MjY4ODc=",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2005-01-21 16:25:16 +0000 UTC",
      "review_id": "f5524285eaea84fc26a4745e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTMyNTk3NTA=",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2007-04-18 20:32:57 +0000 UTC",
      "review_id": "daf3f810b03c6826d0699fcc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTEzMDMwNjM0",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2008-05-13 23:15:04 +0000 UTC",
      "review_id": "0757a18babb377dddc1901b2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTE0NDYzOTYy",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2011-05-05 13:08:42 +0000 UTC",
      "review_id": "308e04c7bd7911c743cf3874",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTE4NTMzNjY5",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2011-05-13 16:25:43 +0000 UTC",
      "review_id": "891f4e2ee9fa0f9b630c7fe8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTE4NTk2NTg4",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2012-11-17 15:06:31 +0000 UTC",
      "review_id": "06d9390789950c05666abff8",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTIwODU1MDYw",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2014-11-08 21:19:49 +0000 UTC",
      "review_id": "97152ade9c488155d54eb8c6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTIzNzcxNTE0",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    },
    {
      "instructor_name": "Michael Shank",
      "review_date": "2014-12-09 13:38:51 +0000 UTC",
      "review_id": "11b8ea96af9d0b7cd71812b9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:354612",
      "source_review_id": "UmF0aW5nLTI0MDAwNjA0",
      "source_url": "https://www.ratemyprofessors.com/professor/354612",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Florence Hsia is described as a clear and passionate lecturer who explains dense material well. Reviewers note she is supportive, making the course a recommended option for students seeking a manageable science requirement.

```json
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      "type": "review"
    },
    {
      "instructor_name": "Florence Hsia",
      "review_date": "2022-12-08 22:19:02 +0000 UTC",
      "review_id": "d380196bdbbe18be007bf9d5",
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      "source_instructor_id": "rmp:223676",
      "source_review_id": "UmF0aW5nLTM3MDM3OTA5",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "type": "review"
    },
    {
      "instructor_name": "Florence Hsia",
      "review_date": "2025-12-18 23:14:47 +0000 UTC",
      "review_id": "0f12527735a11355ce0dfd65",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:223676",
      "source_review_id": "UmF0aW5nLTQyMzM3MTg2",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.57 GPA, 72.7% A/AB (n=110 letter grades); Fall 2024: 3.63 GPA, 86.3% A/AB (n=139 letter grades); Fall 2025: 3.55 GPA, 79.3% A/AB (n=121 letter grades).

```json
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      },
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}
```

#### student experience

Experiences vary: some find lectures boring or the class unengaging, while others appreciate Hsia’s ability to make the topic interesting. Students value the straightforward expectations, fair midterms, and a low-stakes honors project that does not impact the final grade.

```json
{
  "citations": [
    {
      "instructor_name": "Florence Hsia",
      "review_date": "2006-11-26 16:33:53 +0000 UTC",
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      "source_instructor_id": "rmp:223676",
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    {
      "instructor_name": "Florence Hsia",
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      "review_id": "f25bf5c7bcfe2aea16e6f406",
      "run_id": "20260907T155543-ce3781c4",
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    {
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      "type": "review"
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  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

FLORENCE HSIA is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2009, Spring 2010, Fall 2010, Fall 2011, Spring 2013, Fall 2013, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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}
```

MICHAEL H. SHANK is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2011, Spring 2012, Fall 2012, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.

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      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1"
    ],
    "condition": null,
    "course": null,
    "evidence": "Not open to students with credit forHIST SCI 201.",
    "id": "n0",
    "kind": "not"
  },
  {
    "children": [],
    "condition": "Not open to students with credit forHIST SCI 201.",
    "course": null,
    "evidence": "Not open to students with credit forHIST SCI 201.",
    "id": "n1",
    "kind": "condition"
  }
]
```

#### notes

* The course referenced is not in linked\_courses, so it is represented as a condition. Evidence uses the full verbatim source text as required.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_72526c96f0d09176da272c0f",
    "source": "enrollment",
    "source_instructor_id": "garciafeehan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Birdie Garcia-Feehan",
    "email": "GARCIAFEEHAN@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/BIRDIE_GARCIA-FEEHAN"
  },
  {
    "instructor_uid": "instructor_e8e272b2ede6425a9779d472",
    "source": "enrollment",
    "source_instructor_id": "fchsia",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Florence Hsia",
    "email": "FLORENCE.HSIA@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": 82,
      "quality": 4.2,
      "difficulty": 2.17,
      "quality_count": 82,
      "difficulty_count": 82,
      "profile_id": "rmp:223676",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:13.835268+00:00",
      "courses": {
        "course_50ed8cf08dc852be98c4ddf2": {
          "review_count": 25,
          "quality": 4.16,
          "difficulty": 2.16,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_23fb0af17af59685794f4582": {
          "review_count": 51,
          "quality": 4.18,
          "difficulty": 2.18,
          "quality_count": 51,
          "difficulty_count": 51
        }
      },
      "bayesian_quality": 4.094056035989529,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/FLORENCE_HSIA"
  },
  {
    "instructor_uid": "instructor_acc1f7b88e4f43233e398d4c",
    "source": "enrollment",
    "source_instructor_id": "ywang3335",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Yu-Hsuan Jade Wang",
    "email": "YUHSUAN.WANG@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/YU-HSUAN_JADE_WANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:500:010475",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1272",
    "source_course_id": "010475",
    "source_subject_id": "500",
    "title": "Western Culture: Science, Technology, Philosophy I",
    "credits_min": 3,
    "credits_max": 3,
    "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:1272:12992",
    "term_id": "1272",
    "source_section_id": "12992",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 19,
    "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:1272:12993",
    "term_id": "1272",
    "source_section_id": "12993",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 12,
    "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:1272:12994",
    "term_id": "1272",
    "source_section_id": "12994",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 6,
    "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:1272:12995",
    "term_id": "1272",
    "source_section_id": "12995",
    "identity_basis": "class_number",
    "section_number": "304",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 8,
    "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:1272:12996",
    "term_id": "1272",
    "source_section_id": "12996",
    "identity_basis": "class_number",
    "section_number": "305",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 20,
    "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:1272:12997",
    "term_id": "1272",
    "source_section_id": "12997",
    "identity_basis": "class_number",
    "section_number": "306",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 20,
    "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:1272:12998",
    "term_id": "1272",
    "source_section_id": "12998",
    "identity_basis": "class_number",
    "section_number": "307",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 19,
    "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:1272:12999",
    "term_id": "1272",
    "source_section_id": "12999",
    "identity_basis": "class_number",
    "section_number": "308",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 9,
    "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:1272:13366",
    "term_id": "1272",
    "source_section_id": "13366",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 286,
    "enrolled": 113,
    "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_44ea1b85a062f16a126a5e40",
    "source": "madgrades",
    "source_instructor_id": "264667",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FLORENCE HSIA",
    "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": 82,
      "quality": 4.2,
      "difficulty": 2.17,
      "quality_count": 82,
      "difficulty_count": 82,
      "profile_id": "rmp:223676",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:13.835268+00:00",
      "courses": {
        "course_50ed8cf08dc852be98c4ddf2": {
          "review_count": 25,
          "quality": 4.16,
          "difficulty": 2.16,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_23fb0af17af59685794f4582": {
          "review_count": 51,
          "quality": 4.18,
          "difficulty": 2.18,
          "quality_count": 51,
          "difficulty_count": 51
        }
      },
      "bayesian_quality": 4.094056035989529,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.455,
      "graded": 4890,
      "counts": [
        2032,
        1435,
        909,
        277,
        137,
        51,
        49
      ],
      "sections": 113
    },
    "instructor_url": "/instructors/FLORENCE_HSIA--instructor_44ea1b85a062f16a126a5e40"
  },
  {
    "instructor_uid": "instructor_05558c263164e11f2cd5e4fc",
    "source": "madgrades",
    "source_instructor_id": "2600872",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL H. SHANK",
    "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": 3.29,
      "graded": 902,
      "counts": [
        277,
        266,
        218,
        72,
        43,
        9,
        17
      ],
      "sections": 53
    },
    "instructor_url": "/instructors/MICHAEL_H_SHANK"
  },
  {
    "instructor_uid": "instructor_72526c96f0d09176da272c0f",
    "source": "enrollment",
    "source_instructor_id": "garciafeehan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Birdie Garcia-Feehan",
    "email": "GARCIAFEEHAN@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/BIRDIE_GARCIA-FEEHAN"
  },
  {
    "instructor_uid": "instructor_acc1f7b88e4f43233e398d4c",
    "source": "enrollment",
    "source_instructor_id": "ywang3335",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Yu-Hsuan Jade Wang",
    "email": "YUHSUAN.WANG@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/YU-HSUAN_JADE_WANG"
  },
  {
    "instructor_uid": "instructor_e8e272b2ede6425a9779d472",
    "source": "enrollment",
    "source_instructor_id": "fchsia",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Florence Hsia",
    "email": "FLORENCE.HSIA@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": 82,
      "quality": 4.2,
      "difficulty": 2.17,
      "quality_count": 82,
      "difficulty_count": 82,
      "profile_id": "rmp:223676",
      "source_url": "https://www.ratemyprofessors.com/professor/223676",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:13.835268+00:00",
      "courses": {
        "course_50ed8cf08dc852be98c4ddf2": {
          "review_count": 25,
          "quality": 4.16,
          "difficulty": 2.16,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_23fb0af17af59685794f4582": {
          "review_count": 51,
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          "difficulty": 2.18,
          "quality_count": 51,
          "difficulty_count": 51
        }
      },
      "bayesian_quality": 4.094056035989529,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/FLORENCE_HSIA"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 59,
    "ab": 83,
    "b": 60,
    "bc": 16,
    "c": 7,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 227,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 27,
    "ab": 5,
    "b": 26,
    "bc": 1,
    "c": 4,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
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    "total": 65,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1082",
    "term_name": "Fall 2007",
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      "Florence Hsia"
    ],
    "a": 48,
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    "d": 3,
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    "satisfactory": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "total": 246,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 12,
    "ab": 28,
    "b": 14,
    "bc": 7,
    "c": 1,
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    "no_credit": 0,
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    "total": 68,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
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    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 32,
    "ab": 52,
    "b": 63,
    "bc": 13,
    "c": 15,
    "d": 5,
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    "satisfactory": 1,
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    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 6,
    "ab": 29,
    "b": 19,
    "bc": 5,
    "c": 2,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
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    "no_credit": 0,
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    "total": 63,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 26,
    "ab": 75,
    "b": 77,
    "bc": 15,
    "c": 7,
    "d": 1,
    "f": 1,
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    "credit": 0,
    "no_credit": 0,
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    "total": 202,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 18,
    "ab": 30,
    "b": 24,
    "bc": 3,
    "c": 2,
    "d": 0,
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    "credit": 0,
    "no_credit": 0,
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    "total": 78,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 50,
    "ab": 64,
    "b": 29,
    "bc": 18,
    "c": 7,
    "d": 3,
    "f": 3,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 181,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 14,
    "ab": 16,
    "b": 12,
    "bc": 7,
    "c": 6,
    "d": 2,
    "f": 5,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 62,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 44,
    "ab": 32,
    "b": 44,
    "bc": 11,
    "c": 9,
    "d": 1,
    "f": 2,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 145,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 22,
    "ab": 25,
    "b": 16,
    "bc": 5,
    "c": 3,
    "d": 0,
    "f": 0,
    "satisfactory": 4,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 75,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 35,
    "ab": 27,
    "b": 29,
    "bc": 11,
    "c": 9,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 113,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 33,
    "ab": 16,
    "b": 5,
    "bc": 3,
    "c": 2,
    "d": 4,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 65,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 23,
    "ab": 51,
    "b": 33,
    "bc": 13,
    "c": 11,
    "d": 2,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 134,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "MICHAEL H. SHANK"
    ],
    "a": 44,
    "ab": 27,
    "b": 27,
    "bc": 8,
    "c": 2,
    "d": 2,
    "f": 5,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 118,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 39,
    "ab": 51,
    "b": 43,
    "bc": 6,
    "c": 2,
    "d": 3,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 3,
    "total": 150,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 61,
    "ab": 40,
    "b": 18,
    "bc": 12,
    "c": 1,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 136,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 45,
    "ab": 68,
    "b": 20,
    "bc": 9,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 3,
    "total": 147,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 75,
    "ab": 36,
    "b": 13,
    "bc": 8,
    "c": 5,
    "d": 0,
    "f": 0,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 3,
    "total": 143,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 59,
    "ab": 57,
    "b": 19,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 138,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 93,
    "ab": 31,
    "b": 12,
    "bc": 3,
    "c": 1,
    "d": 4,
    "f": 4,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 148,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 83,
    "ab": 29,
    "b": 10,
    "bc": 5,
    "c": 1,
    "d": 3,
    "f": 5,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 138,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 81,
    "ab": 27,
    "b": 21,
    "bc": 5,
    "c": 3,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 142,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 64,
    "ab": 16,
    "b": 17,
    "bc": 9,
    "c": 3,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 110,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 78,
    "ab": 42,
    "b": 13,
    "bc": 1,
    "c": 1,
    "d": 2,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 140,
    "source_aliases": [
      "ILS 201"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ILS 201",
    "course_uid": "course_23fb0af17af59685794f4582",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Florence Hsia"
    ],
    "a": 42,
    "ab": 54,
    "b": 21,
    "bc": 3,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 2,
    "total": 123,
    "source_aliases": [
      "ILS 201"
    ]
  }
]
```

### statistics

#### gpa

3.373

#### graded

3491

#### counts

* 1213
* 1090
* 757
* 224
* 118
* 42
* 47

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_23fb0af17af59685794f4582-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_23fb0af17af59685794f4582-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_23fb0af17af59685794f4582-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_23fb0af17af59685794f4582-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_23fb0af17af59685794f4582-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_23fb0af17af59685794f4582-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_23fb0af17af59685794f4582-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_23fb0af17af59685794f4582-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_23fb0af17af59685794f4582-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_23fb0af17af59685794f4582-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.3732454883987395

#### count

3491

#### university

##### size

4851

##### gpa Percentile

18

##### count Percentile

97

##### median Count

200

##### 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 | 19    | false   |
| 2.8–3.2 | 399   | false   |
| 3.2–3.6 | 1439  | true    |
| 3.6–4.0 | 2993  | false   |

#### departments

```json
[
  {
    "subject": "ILS",
    "comparison": {
      "size": 24,
      "gpaPercentile": 26,
      "countPercentile": 100,
      "medianCount": 294,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.350220264317181

##### count

227

##### university

###### size

723

###### gpa Percentile

51

###### count Percentile

88

###### median Count

67

###### 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 | 62    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | true    |
| 3.6–4.0 | 180   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1074

##### term

1074

##### gpa

3.3076923076923075

##### count

65

##### university

###### size

695

###### gpa Percentile

46

###### count Percentile

47

###### 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 | 3     | false   |
| 2.4–2.8 | 53    | false   |
| 2.8–3.2 | 184   | false   |
| 3.2–3.6 | 256   | true    |
| 3.6–4.0 | 199   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1082

##### term

1082

##### gpa

3.1844262295081966

##### count

244

##### university

###### size

723

###### gpa Percentile

34

###### count Percentile

90

###### 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 | 1     | false   |
| 2.4–2.8 | 51    | false   |
| 2.8–3.2 | 202   | true    |
| 3.2–3.6 | 265   | false   |
| 3.6–4.0 | 204   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1084

##### term

1084

##### gpa

3.1742424242424243

##### count

66

##### university

###### size

720

###### gpa Percentile

34

###### count Percentile

46

###### median Count

70

###### 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 | 3     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 207   | true    |
| 3.2–3.6 | 248   | false   |
| 3.6–4.0 | 217   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1092

##### term

1092

##### gpa

3.078804347826087

##### count

184

##### university

###### size

732

###### gpa Percentile

23

###### count Percentile

84

###### median Count

70

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | true    |
| 3.2–3.6 | 271   | false   |
| 3.6–4.0 | 211   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1094

##### term

1094

##### gpa

3.1587301587301586

##### count

63

##### university

###### size

758

###### gpa Percentile

29

###### count Percentile

44

###### median Count

71

###### 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 | 2     | false   |
| 2.4–2.8 | 35    | false   |
| 2.8–3.2 | 226   | true    |
| 3.2–3.6 | 259   | false   |
| 3.6–4.0 | 236   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1102

##### term

1102

##### gpa

3.217821782178218

##### count

202

##### university

###### size

774

###### gpa Percentile

35

###### count Percentile

87

###### median Count

67

###### 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 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | true    |
| 3.6–4.0 | 235   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1104

##### term

1104

##### gpa

3.33974358974359

##### count

78

##### university

###### size

793

###### gpa Percentile

44

###### count Percentile

57

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 4     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 205   | false   |
| 3.2–3.6 | 294   | true    |
| 3.6–4.0 | 241   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1112

##### term

1112

##### gpa

3.293103448275862

##### count

174

##### university

###### size

805

###### gpa Percentile

42

###### count Percentile

85

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | true    |
| 3.6–4.0 | 225   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1114

##### term

1114

##### gpa

2.8951612903225805

##### count

62

##### university

###### size

804

###### gpa Percentile

11

###### count Percentile

45

###### 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 | 1     | false   |
| 2.4–2.8 | 53    | false   |
| 2.8–3.2 | 231   | true    |
| 3.2–3.6 | 292   | false   |
| 3.6–4.0 | 227   | false   |

##### departments

```json
[
  {
    "subject": "ILS",
    "comparison": {
      "size": 10,
      "gpaPercentile": 0,
      "countPercentile": 56,
      "medianCount": 54.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1122

##### term

1122

##### gpa

3.262237762237762

##### count

143

##### university

###### size

804

###### gpa Percentile

40

###### count Percentile

81

###### median Count

70

###### 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 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 282   | true    |
| 3.6–4.0 | 248   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1124

##### term

1124

##### gpa

3.408450704225352

##### count

71

##### university

###### size

821

###### gpa Percentile

48

###### count Percentile

53

###### median Count

67

###### 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 | 39    | false   |
| 2.8–3.2 | 223   | false   |
| 3.2–3.6 | 278   | true    |
| 3.6–4.0 | 280   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1132

##### term

1132

##### gpa

3.2857142857142856

##### count

112

##### university

###### size

851

###### gpa Percentile

41

###### count Percentile

72

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 40    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 303   | true    |
| 3.6–4.0 | 272   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1134

##### term

1134

##### gpa

3.4682539682539684

##### count

63

##### university

###### size

852

###### gpa Percentile

54

###### count Percentile

47

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 229   | false   |
| 3.2–3.6 | 304   | true    |
| 3.6–4.0 | 287   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1142

##### term

1142

##### gpa

3.1791044776119404

##### count

134

##### university

###### size

853

###### gpa Percentile

29

###### count Percentile

79

###### median Count

67

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | true    |
| 3.2–3.6 | 320   | false   |
| 3.6–4.0 | 268   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1152

##### term

1152

##### gpa

3.282608695652174

##### count

115

##### university

###### size

918

###### gpa Percentile

37

###### count Percentile

74

###### median Count

65

###### 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 | 33    | false   |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 286   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1162

##### term

1162

##### gpa

3.3482758620689657

##### count

145

##### university

###### size

954

###### gpa Percentile

40

###### count Percentile

80

###### median Count

64.5

###### 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 | 2     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1172

##### term

1172

##### gpa

3.514925373134328

##### count

134

##### university

###### size

991

###### gpa Percentile

53

###### count Percentile

79

###### median Count

67

###### 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 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1182

##### term

1182

##### gpa

3.513986013986014

##### count

143

##### university

###### size

1025

###### gpa Percentile

51

###### count Percentile

80

###### 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

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1192

##### term

1192

##### gpa

3.613138686131387

##### count

137

##### university

###### size

1077

###### gpa Percentile

57

###### count Percentile

78

###### median Count

67

###### 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 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | false   |
| 3.6–4.0 | 481   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1202

##### term

1202

##### gpa

3.636029411764706

##### count

136

##### university

###### size

1102

###### gpa Percentile

58

###### count Percentile

77

###### 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 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1212

##### term

1212

##### gpa

3.581081081081081

##### count

148

##### university

###### size

1111

###### gpa Percentile

43

###### count Percentile

79

###### 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   | false   |
| 3.2–3.6 | 337   | true    |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1222

##### term

1222

##### gpa

3.536764705882353

##### count

136

##### university

###### size

1157

###### gpa Percentile

41

###### count Percentile

77

###### median Count

64

###### 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 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1232

##### term

1232

##### gpa

3.6043165467625897

##### count

139

##### university

###### size

1216

###### gpa Percentile

46

###### count Percentile

78

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1242

##### term

1242

##### gpa

3.5681818181818183

##### count

110

##### university

###### size

1295

###### gpa Percentile

40

###### count Percentile

71

###### median Count

67

###### 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 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | true    |
| 3.6–4.0 | 726   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1252

##### term

1252

##### gpa

3.629496402877698

##### count

139

##### university

###### size

1333

###### gpa Percentile

44

###### count Percentile

78

###### 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 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

#### 1262

##### term

1262

##### gpa

3.549586776859504

##### count

121

##### university

###### size

1320

###### gpa Percentile

34

###### count Percentile

73

###### median Count

70

###### 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 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ILS     |            |

### benchmarks

#### all

##### school

###### size

4851

###### gpa

3.644088175783068

###### top Share

80.87473144193753

###### count

200

##### ILS

###### size

24

###### gpa

3.568859756417378

###### top Share

77.01289476108234

###### count

294

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### ILS

###### size

10

###### gpa

3.512055772254007

###### top Share

73.7538560695726

###### count

54.5

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_44ea1b85a062f16a126a5e40",
    "name": "FLORENCE HSIA",
    "count": 2937,
    "terms": [
      {
        "term": "1072",
        "count": 227,
        "sections": 1,
        "gpa": 3.350220264317181
      },
      {
        "term": "1082",
        "count": 244,
        "sections": 1,
        "gpa": 3.1844262295081966
      },
      {
        "term": "1092",
        "count": 184,
        "sections": 1,
        "gpa": 3.078804347826087
      },
      {
        "term": "1102",
        "count": 202,
        "sections": 1,
        "gpa": 3.217821782178218
      },
      {
        "term": "1104",
        "count": 78,
        "sections": 1,
        "gpa": 3.33974358974359
      },
      {
        "term": "1112",
        "count": 174,
        "sections": 1,
        "gpa": 3.293103448275862
      },
      {
        "term": "1122",
        "count": 143,
        "sections": 1,
        "gpa": 3.262237762237762
      },
      {
        "term": "1134",
        "count": 63,
        "sections": 1,
        "gpa": 3.4682539682539684
      },
      {
        "term": "1142",
        "count": 134,
        "sections": 1,
        "gpa": 3.1791044776119404
      },
      {
        "term": "1162",
        "count": 145,
        "sections": 1,
        "gpa": 3.3482758620689657
      },
      {
        "term": "1172",
        "count": 134,
        "sections": 1,
        "gpa": 3.514925373134328
      },
      {
        "term": "1182",
        "count": 143,
        "sections": 1,
        "gpa": 3.513986013986014
      },
      {
        "term": "1192",
        "count": 137,
        "sections": 1,
        "gpa": 3.613138686131387
      },
      {
        "term": "1202",
        "count": 136,
        "sections": 1,
        "gpa": 3.636029411764706
      },
      {
        "term": "1212",
        "count": 148,
        "sections": 1,
        "gpa": 3.581081081081081
      },
      {
        "term": "1222",
        "count": 136,
        "sections": 1,
        "gpa": 3.536764705882353
      },
      {
        "term": "1232",
        "count": 139,
        "sections": 1,
        "gpa": 3.6043165467625897
      },
      {
        "term": "1242",
        "count": 110,
        "sections": 1,
        "gpa": 3.5681818181818183
      },
      {
        "term": "1252",
        "count": 139,
        "sections": 1,
        "gpa": 3.629496402877698
      },
      {
        "term": "1262",
        "count": 121,
        "sections": 1,
        "gpa": 3.549586776859504
      }
    ]
  },
  {
    "uid": "instructor_05558c263164e11f2cd5e4fc",
    "name": "MICHAEL H. SHANK",
    "count": 554,
    "terms": [
      {
        "term": "1074",
        "count": 65,
        "sections": 1,
        "gpa": 3.3076923076923075
      },
      {
        "term": "1084",
        "count": 66,
        "sections": 1,
        "gpa": 3.1742424242424243
      },
      {
        "term": "1094",
        "count": 63,
        "sections": 1,
        "gpa": 3.1587301587301586
      },
      {
        "term": "1114",
        "count": 62,
        "sections": 1,
        "gpa": 2.8951612903225805
      },
      {
        "term": "1124",
        "count": 71,
        "sections": 1,
        "gpa": 3.408450704225352
      },
      {
        "term": "1132",
        "count": 112,
        "sections": 1,
        "gpa": 3.2857142857142856
      },
      {
        "term": "1152",
        "count": 115,
        "sections": 1,
        "gpa": 3.282608695652174
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.37

#### upper

3.79

#### coverage

80

#### terms

8

### gpa

3.5789175268532496

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 51.068780357804876 |
| AB    | 28.792626529395005 |
| B     | 13.52787716702411  |
| BC    | 3.462295043827457  |
| C     | 1.3546087686229358 |
| D     | 0.8938517533360729 |
| F     | 0.8999603799895383 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

645

### same Season

true

### historical Range

* 3.536764705882353
* 3.6294964028776975

### backtest

#### terms

8

#### gpa Error

0.07056712205934457

#### mix Error

17.015149471898383
