# LIS 975: Seminar in Information Organization and Access | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LIS_975)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

c62f2f387a430b22d43e338f957f74f429bab9b316bb85f6eda782c393e373fe

### course id

LIS 975

### course uid

course\_03742db14b21c564a756ef01

### catalog version id

4515524340a757f37f093ceba95e9ec405f438429045e1b900f0cb2b5d35a517

### course number

975

### subjects

* LIS

### title

SEMINAR IN INFORMATION ORGANIZATION AND ACCESS

### description

Critical examination of technical and non-technical aspects and cognitive/socio-cultural processes and implications of systems and models of information organization, retrieval and transfer. Introduces different research approaches and topic areas, including relevance, search behavior, knowledge representation, and systems design and evaluation.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

8556e607182a0b6e69d9385e6d88fac60ce345eabb539c55c97b39871d5ca305

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LIS 975 is a seminar examining systems and models of information organization, retrieval, and transfer, including research approaches and systems design.

### llm topics

* Information organization, retrieval, and transfer
* Relevance, search behavior, and knowledge representation
* Systems design and evaluation
* Technical, cognitive, and socio-cultural processes

### llm skills

* Critical examination of information systems and models
* Research approaches and systems design and evaluation

### llm assumed background

None recorded.

### llm search phrases

* information organization
* information retrieval
* knowledge representation
* search behavior
* systems design evaluation
* information transfer
* research approaches LIS

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

29e4645d0576fd5b3238a781298930992d475e0ddbd514ca8b17597c67927763

#### course id

LIS 975

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Stephen Paling: Assignments were not clearly explained, and expectations were not laid out well, contributing to a high difficulty rating.

```json
{
  "citations": [
    {
      "instructor_name": "Stephen Paling",
      "review_date": "2008-12-10 17:42:17 +0000 UTC",
      "review_id": "67a59617e8e33f720845886e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1206192",
      "source_review_id": "UmF0aW5nLTE1MTU0OTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1206192",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Stephen Paling is a historical instructor for LIS 975. Reviewers report that he failed to clearly explain assignments and expectations. He also became upset when students did not understand his requirements.

```json
{
  "citations": [
    {
      "instructor_name": "Stephen Paling",
      "review_date": "2008-12-10 17:42:17 +0000 UTC",
      "review_id": "67a59617e8e33f720845886e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1206192",
      "source_review_id": "UmF0aW5nLTE1MTU0OTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1206192",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

A historical review of Stephen Paling's course indicates significant frustration with unclear instructions and poor communication.

```json
{
  "citations": [
    {
      "instructor_name": "Stephen Paling",
      "review_date": "2008-12-10 17:42:17 +0000 UTC",
      "review_id": "67a59617e8e33f720845886e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1206192",
      "source_review_id": "UmF0aW5nLTE1MTU0OTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1206192",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2017: 3.90 GPA, 100.0% A/AB (n=5 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades).

```json
{
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      "source_record": {
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      },
      "table": "grades_latest",
      "term_id": "1262",
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}
```

#### student experience

Historical reviews of Stephen Paling: The professor became upset when the class did not understand what he wanted, creating a negative learning environment.

```json
{
  "citations": [
    {
      "instructor_name": "Stephen Paling",
      "review_date": "2008-12-10 17:42:17 +0000 UTC",
      "review_id": "67a59617e8e33f720845886e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1206192",
      "source_review_id": "UmF0aW5nLTE1MTU0OTcx",
      "source_url": "https://www.ratemyprofessors.com/professor/1206192",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

STEPHEN PALING is recorded teaching in Fall 2008, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "section_number": 1,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_71e0878c1f26701333d45979",
    "source": "madgrades",
    "source_instructor_id": "4170114",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEPHEN PALING",
    "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": 2,
      "quality": 3.5,
      "difficulty": 3.5,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:1206192",
      "source_url": "https://www.ratemyprofessors.com/professor/1206192",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:04:45.134591+00:00",
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        }
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      "bayesian_quality": 3.6451688941332687,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.744,
      "graded": 90,
      "counts": [
        53,
        31,
        4,
        1,
        1,
        0,
        0
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/STEPHEN_PALING"
  },
  {
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    "source": "madgrades",
    "source_instructor_id": "110350",
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    "name": "CATHERINE SMITH",
    "email": null,
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    "grade_statistics": {
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      "counts": [
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        61,
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        10,
        11
      ],
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    },
    "instructor_url": "/instructors/CATHERINE_SMITH"
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    "name": "JIEPU JIANG",
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    "identity_status": "source_identified",
    "name": "CHAOQUN NI",
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      ],
      "sections": 41
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    "instructor_url": "/instructors/CHAOQUN_NI--instructor_835aff0aa0a599a43ec329b5"
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  {
    "instructor_uid": "instructor_9443e9ea98f7d761bf1a5ea7",
    "source": "madgrades",
    "source_instructor_id": "6801710",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JODI SCHNEIDER",
    "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": 3.861,
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      "counts": [
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      "sections": 8
    },
    "instructor_url": "/instructors/JODI_SCHNEIDER--instructor_9443e9ea98f7d761bf1a5ea7"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "STEPHEN PALING"
    ],
    "a": 4,
    "ab": 3,
    "b": 1,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "LIS 975"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "STEPHEN PALING"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "LIS 975"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "CATHERINE SMITH"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "LIS 975"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "CATHERINE SMITH"
    ],
    "a": 4,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 6,
    "source_aliases": [
      "LIS 975"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "JIEPU JIANG"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "LIS 975"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Chaoqun Ni"
    ],
    "a": 9,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "LIS 975"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 975",
    "course_uid": "course_03742db14b21c564a756ef01",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Jodi Schneider"
    ],
    "a": 8,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "LIS 975"
    ]
  }
]
```

### statistics

#### gpa

3.855

#### graded

31

#### counts

* 25
* 4
* 1
* 1
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_03742db14b21c564a756ef01-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_03742db14b21c564a756ef01-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_03742db14b21c564a756ef01-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_03742db14b21c564a756ef01-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_03742db14b21c564a756ef01-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_03742db14b21c564a756ef01-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_03742db14b21c564a756ef01-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_03742db14b21c564a756ef01-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8548387096774195

#### count

31

#### university

##### size

3170

##### gpa Percentile

71

##### count Percentile

1

##### median Count

113

##### 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 | 9     | false   |
| 2.8–3.2 | 293   | false   |
| 3.2–3.6 | 917   | false   |
| 3.6–4.0 | 1950  | true    |

#### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 46,
      "gpaPercentile": 49,
      "countPercentile": 0,
      "medianCount": 111.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 39,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1092

##### term

1092

##### gpa

3.5555555555555554

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| LIS     |            |

#### 1182

##### term

1182

##### gpa

3.9

##### count

5

##### departments

| subject | comparison |
| ------- | ---------- |
| LIS     |            |

#### 1242

##### term

1242

##### gpa

4

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| LIS     |            |

#### 1262

##### term

1262

##### gpa

4

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| LIS     |            |

### benchmarks

#### all

##### school

###### size

3170

###### gpa

3.640973268532994

###### top Share

80.70813909599178

###### count

113

##### LIS

###### size

46

###### gpa

3.7929626527083546

###### top Share

90.41938812251882

###### count

111.5

#### terms

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### LIS

###### size

11

###### gpa

3.8787860078339502

###### top Share

94.66576641579059

###### count

73

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### LIS

###### size

21

###### gpa

3.7798109571537672

###### top Share

89.96354041118646

###### count

71

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### LIS

###### size

22

###### gpa

3.7696395303678063

###### top Share

89.8756587241882

###### count

89.5

## instructor Trends

```json
[
  {
    "uid": "instructor_71e0878c1f26701333d45979",
    "name": "STEPHEN PALING",
    "count": 9,
    "terms": [
      {
        "term": "1092",
        "count": 9,
        "sections": 1,
        "gpa": 3.5555555555555554
      }
    ]
  },
  {
    "uid": "instructor_835aff0aa0a599a43ec329b5",
    "name": "CHAOQUN NI",
    "count": 9,
    "terms": [
      {
        "term": "1242",
        "count": 9,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_9443e9ea98f7d761bf1a5ea7",
    "name": "JODI SCHNEIDER",
    "count": 8,
    "terms": [
      {
        "term": "1262",
        "count": 8,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_239f5cc5345f11f931db5c71",
    "name": "CATHERINE SMITH",
    "count": 5,
    "terms": [
      {
        "term": "1182",
        "count": 5,
        "sections": 1,
        "gpa": 3.9
      }
    ]
  }
]
```

## following

None recorded.
