# LIS 712: The Public Library | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LIS_712)

## 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

a520f8b9e7ab263bd55f405584201dd2fe0b7d6f4d4683f50a838205d9866439

### course id

LIS 712

### course uid

course\_4703b50402bada8508d5e622

### catalog version id

74704ab86080b4101c781a1a887799ff46e6f2318c9c2befeee62a70171e7770

### course number

712

### subjects

* LIS

### title

THE PUBLIC LIBRARY

### description

Library service based on knowledge of structure and government, personnel, resources, legislation, building, management and planning, public relations and marketing.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

8f7614acafd87df1ec4443eb0ccdea8909006e8d975d508a150b2f97c67280c9

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LIS 712 THE PUBLIC LIBRARY covers library service, management, planning, and public relations.

### llm topics

* Library structure and government
* Library personnel and resources
* Library building and planning
* Public relations and marketing

### llm skills

* Library management, planning, and public relations
* Understanding library legislation and government structure

### llm assumed background

None recorded.

### llm search phrases

* LIS 712 public library
* library management planning
* library legislation marketing

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

0d55b2165472462aec7a856d5bf98a3d2f06b7bff00c6a7a2f5938fc66afe45e

#### course id

LIS 712

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2024: 3.96 GPA, 100.0% A/AB (n=12 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Spring 2026: 3.80 GPA, 92.9% A/AB (n=28 letter grades).

```json
{
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        "file": "tables/observations.parquet",
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  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### 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
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    "name": "PAUL NELSON",
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    "identity_status": "source_identified",
    "name": "BRANDI PORTER",
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    "name": "JAIME HEALY-PLOTKIN",
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    "grade_statistics": {
      "gpa": 3.945,
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]
```

### grades

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "PETER HAMON"
    ],
    "a": 24,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
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    "passed": 0,
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    "total": 26,
    "source_aliases": [
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  },
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "JANE JORGENSON"
    ],
    "a": 23,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
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    "no_credit": 0,
    "passed": 0,
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    "no_work": 0,
    "not_reported": 0,
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    "total": 24,
    "source_aliases": [
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  },
  {
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    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 14,
    "ab": 13,
    "b": 3,
    "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": 30,
    "source_aliases": [
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  },
  {
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    "semester": "1272",
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    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 15,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 15,
    "ab": 6,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 23,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 13,
    "ab": 10,
    "b": 2,
    "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": 25,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 17,
    "ab": 12,
    "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": 29,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 11,
    "ab": 4,
    "b": 3,
    "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": 19,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "PAUL NELSON"
    ],
    "a": 15,
    "ab": 4,
    "b": 2,
    "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": 21,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "CHERYL BECKER"
    ],
    "a": 8,
    "ab": 10,
    "b": 4,
    "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": 22,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "CHERYL BECKER"
    ],
    "a": 29,
    "ab": 2,
    "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": 31,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "DEBRA SHAPIRO"
    ],
    "a": 16,
    "ab": 2,
    "b": 0,
    "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": 19,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "DEBRA SHAPIRO"
    ],
    "a": 33,
    "ab": 3,
    "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": 36,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "DEBRA SHAPIRO"
    ],
    "a": 24,
    "ab": 3,
    "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": 27,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "DEBRA SHAPIRO"
    ],
    "a": 19,
    "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": 19,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "DEBRA SHAPIRO"
    ],
    "a": 23,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 24,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "BRANDI PORTER"
    ],
    "a": 16,
    "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": 16,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Jaime Healy-Plotkin"
    ],
    "a": 22,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 23,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Jaime Healy-Plotkin"
    ],
    "a": 11,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "DeAnza Williams"
    ],
    "a": 16,
    "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": 16,
    "source_aliases": [
      "LIS 712"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 712",
    "course_uid": "course_4703b50402bada8508d5e622",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "BARBARA ALVAREZ"
    ],
    "a": 25,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 2,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "LIS 712"
    ]
  }
]
```

### statistics

#### gpa

3.875

#### graded

484

#### counts

* 389
* 76
* 17
* 1
* 0
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_4703b50402bada8508d5e622-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4703b50402bada8508d5e622-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_4703b50402bada8508d5e622-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4703b50402bada8508d5e622-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_4703b50402bada8508d5e622-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4703b50402bada8508d5e622-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.875

#### count

484

#### university

##### size

5089

##### gpa Percentile

72

##### count Percentile

77

##### median Count

164

##### 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 | 11    | false   |
| 2.8–3.2 | 374   | false   |
| 3.2–3.6 | 1453  | false   |
| 3.6–4.0 | 3251  | true    |

#### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 63,
      "gpaPercentile": 69,
      "countPercentile": 87,
      "medianCount": 215,
      "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": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 57,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1074

##### term

1074

##### gpa

3.9423076923076925

##### count

26

##### departments

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

#### 1082

##### term

1082

##### gpa

3.9791666666666665

##### count

24

##### departments

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

#### 1102

##### term

1102

##### gpa

3.683333333333333

##### count

30

##### university

###### size

774

###### gpa Percentile

77

###### count Percentile

0

###### 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   | false   |
| 3.6–4.0 | 235   | true    |

##### departments

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

#### 1112

##### term

1112

##### gpa

3.96875

##### count

16

##### departments

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

#### 1114

##### term

1114

##### gpa

3.8181818181818183

##### count

22

##### departments

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

#### 1124

##### term

1124

##### gpa

3.72

##### count

25

##### departments

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

#### 1134

##### term

1134

##### gpa

3.793103448275862

##### count

29

##### departments

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

#### 1144

##### term

1144

##### gpa

3.7222222222222223

##### count

18

##### departments

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

#### 1154

##### term

1154

##### gpa

3.8095238095238093

##### count

21

##### departments

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

#### 1164

##### term

1164

##### gpa

3.590909090909091

##### count

22

##### departments

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

#### 1174

##### term

1174

##### gpa

3.967741935483871

##### count

31

##### university

###### size

955

###### gpa Percentile

94

###### count Percentile

3

###### 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 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | false   |
| 3.6–4.0 | 369   | true    |

##### departments

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

#### 1184

##### term

1184

##### gpa

3.8684210526315788

##### count

19

##### departments

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

#### 1194

##### term

1194

##### gpa

3.9583333333333335

##### count

36

##### university

###### size

1040

###### gpa Percentile

92

###### count Percentile

12

###### 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 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | false   |
| 3.6–4.0 | 454   | true    |

##### departments

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

#### 1202

##### term

1202

##### gpa

3.9444444444444446

##### count

27

##### departments

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

#### 1212

##### term

1212

##### gpa

4

##### count

19

##### departments

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

#### 1222

##### term

1222

##### gpa

3.9791666666666665

##### count

24

##### departments

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

#### 1232

##### term

1232

##### gpa

4

##### count

16

##### departments

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

#### 1242

##### term

1242

##### gpa

3.9782608695652173

##### count

23

##### departments

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

#### 1252

##### term

1252

##### gpa

3.9583333333333335

##### count

12

##### departments

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

#### 1262

##### term

1262

##### gpa

4

##### count

16

##### departments

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

#### 1264

##### term

1264

##### gpa

3.8035714285714284

##### count

28

##### departments

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

### benchmarks

#### all

##### school

###### size

5089

###### gpa

3.661388701037146

###### top Share

81.99578062271489

###### count

164

##### LIS

###### size

63

###### gpa

3.8019688431268217

###### top Share

91.50945917465332

###### count

215

#### terms

##### 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

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 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

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### 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

###### LIS

###### size

11

###### gpa

3.8787860078339502

###### top Share

94.66576641579059

###### count

73

##### 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

###### LIS

###### size

21

###### gpa

3.7798109571537672

###### top Share

89.96354041118646

###### count

71

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### LIS

###### size

22

###### gpa

3.812010001587644

###### top Share

91.12079947643103

###### count

64

##### 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

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### LIS

###### size

26

###### gpa

3.7763648214424603

###### top Share

89.64354345968482

###### count

68.5

## instructor Trends

```json
[
  {
    "uid": "instructor_d8df43e1cdb9b4531ec11141",
    "name": "PAUL NELSON",
    "count": 161,
    "terms": [
      {
        "term": "1102",
        "count": 30,
        "sections": 2,
        "gpa": 3.683333333333333
      },
      {
        "term": "1112",
        "count": 16,
        "sections": 1,
        "gpa": 3.96875
      },
      {
        "term": "1114",
        "count": 22,
        "sections": 3,
        "gpa": 3.8181818181818183
      },
      {
        "term": "1124",
        "count": 25,
        "sections": 3,
        "gpa": 3.72
      },
      {
        "term": "1134",
        "count": 29,
        "sections": 1,
        "gpa": 3.793103448275862
      },
      {
        "term": "1144",
        "count": 18,
        "sections": 3,
        "gpa": 3.7222222222222223
      },
      {
        "term": "1154",
        "count": 21,
        "sections": 2,
        "gpa": 3.8095238095238093
      }
    ]
  },
  {
    "uid": "instructor_6aaecbfe434c4450f6f26104",
    "name": "DEBRA SHAPIRO",
    "count": 125,
    "terms": [
      {
        "term": "1184",
        "count": 19,
        "sections": 2,
        "gpa": 3.8684210526315788
      },
      {
        "term": "1194",
        "count": 36,
        "sections": 1,
        "gpa": 3.9583333333333335
      },
      {
        "term": "1202",
        "count": 27,
        "sections": 2,
        "gpa": 3.9444444444444446
      },
      {
        "term": "1212",
        "count": 19,
        "sections": 2,
        "gpa": 4
      },
      {
        "term": "1222",
        "count": 24,
        "sections": 1,
        "gpa": 3.9791666666666665
      }
    ]
  },
  {
    "uid": "instructor_4f08ce66cf30c4ed45a4a0b9",
    "name": "CHERYL BECKER",
    "count": 53,
    "terms": [
      {
        "term": "1164",
        "count": 22,
        "sections": 2,
        "gpa": 3.590909090909091
      },
      {
        "term": "1174",
        "count": 31,
        "sections": 1,
        "gpa": 3.967741935483871
      }
    ]
  },
  {
    "uid": "instructor_24647a33601083810e6eaaa6",
    "name": "JAIME HEALY-PLOTKIN",
    "count": 35,
    "terms": [
      {
        "term": "1242",
        "count": 23,
        "sections": 1,
        "gpa": 3.9782608695652173
      },
      {
        "term": "1252",
        "count": 12,
        "sections": 1,
        "gpa": 3.9583333333333335
      }
    ]
  },
  {
    "uid": "instructor_1f62fe26d7e8aa79fef01155",
    "name": "BARBARA ALVAREZ",
    "count": 28,
    "terms": [
      {
        "term": "1264",
        "count": 28,
        "sections": 2,
        "gpa": 3.8035714285714284
      }
    ]
  },
  {
    "uid": "instructor_0990385d7458063351ecc469",
    "name": "PETER HAMON",
    "count": 26,
    "terms": [
      {
        "term": "1074",
        "count": 26,
        "sections": 1,
        "gpa": 3.9423076923076925
      }
    ]
  },
  {
    "uid": "instructor_25fde14b517ef51e9c01b4b3",
    "name": "JANE JORGENSON",
    "count": 24,
    "terms": [
      {
        "term": "1082",
        "count": 24,
        "sections": 3,
        "gpa": 3.9791666666666665
      }
    ]
  },
  {
    "uid": "instructor_6c91346d3cbe84724f155f80",
    "name": "BRANDI PORTER",
    "count": 16,
    "terms": [
      {
        "term": "1232",
        "count": 16,
        "sections": 2,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_ab417a15fb920265f7b1295a",
    "name": "DEANZA WILLIAMS",
    "count": 16,
    "terms": [
      {
        "term": "1262",
        "count": 16,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
