# LIS 732: Strategic Information Services | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LIS_732)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

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

### built at

2026-09-10T23:19:01.870283+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

7776c47a7edf4ed28f5f0d270915acc759cf2d56f4dc96332c271e841659b6a0

### course id

LIS 732

### course uid

course\_f5c84d42e0a63d238c93ea38

### catalog version id

af55a106ede02b15a883972f7352e9ea070587a3c723b66999cbdb9982f09340

### course number

732

### subjects

* LIS

### title

STRATEGIC INFORMATION SERVICES

### description

Developing, managing and evaluating information services to corporate, government, research, small business, and community organizations. Overviews of knowledge management, business intelligence, industry analysis, information brokering. Gain skills in information service entrepreneurship and marketing information services. Overview of changes within the profession and networking within the professional community.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

10b284c53b9ff73c6832c6091ebb753a3aba7b8a6911e11cc29de31e13331cab

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LIS 732 teaches the development, management, and evaluation of strategic information services for diverse organizational clients.

### llm topics

* Knowledge management and business intelligence
* Professional changes and networking

### llm skills

* Information service entrepreneurship and marketing
* Developing, managing, and evaluating information services

### llm assumed background

None recorded.

### llm search phrases

* information services management
* knowledge management corporate
* business intelligence LIS
* information entrepreneurship marketing

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

02121c96a35c9e865cbf7bddd7a5abd4aded5ce4a51195235f42a4a5acc80b4f

#### course id

LIS 732

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Lois Remeikis: Reviewers cite vague instructions, broken links, and a lack of grading rubrics, leading to concerns about arbitrary point deductions.

```json
{
  "citations": [
    {
      "instructor_name": "Lois Remeikis",
      "review_date": "2018-12-11 15:27:45 +0000 UTC",
      "review_id": "f74a800203cc5c6b0b849616",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2135018",
      "source_review_id": "UmF0aW5nLTMwOTY3MDUw",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Lois Remeikis describe a negative attitude and poor course design. Reviewers cite outdated materials, vague instructions, and a lack of grading rubrics as major concerns.

```json
{
  "citations": [
    {
      "instructor_name": "Lois Remeikis",
      "review_date": "2016-04-27 18:09:47 +0000 UTC",
      "review_id": "0b5381cde82750e079ea687b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2135018",
      "source_review_id": "UmF0aW5nLTI2Mzk2NTg4",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "type": "review"
    },
    {
      "instructor_name": "Lois Remeikis",
      "review_date": "2018-12-11 15:27:45 +0000 UTC",
      "review_id": "f74a800203cc5c6b0b849616",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2135018",
      "source_review_id": "UmF0aW5nLTMwOTY3MDUw",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews for Lois Remeikis describe a frustrating experience characterized by a negative attitude and outdated, irrelevant course materials.

```json
{
  "citations": [
    {
      "instructor_name": "Lois Remeikis",
      "review_date": "2016-04-27 18:09:47 +0000 UTC",
      "review_id": "0b5381cde82750e079ea687b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2135018",
      "source_review_id": "UmF0aW5nLTI2Mzk2NTg4",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "type": "review"
    },
    {
      "instructor_name": "Lois Remeikis",
      "review_date": "2018-12-11 15:27:45 +0000 UTC",
      "review_id": "f74a800203cc5c6b0b849616",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2135018",
      "source_review_id": "UmF0aW5nLTMwOTY3MDUw",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2020: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2020: 3.88 GPA, 100.0% A/AB (n=21 letter grades); Spring 2022: 3.83 GPA, 91.7% A/AB (n=12 letter grades).

```json
{
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      },
      "table": "grades_latest",
      "term_id": "1224",
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}
```

#### student experience

Historical reviews of Lois Remeikis: Students found the course not learner-focused, with activities disconnected from objectives and topics cobbled together from old undergraduate business courses.

```json
{
  "citations": [
    {
      "instructor_name": "Lois Remeikis",
      "review_date": "2018-12-11 15:27:45 +0000 UTC",
      "review_id": "f74a800203cc5c6b0b849616",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2135018",
      "source_review_id": "UmF0aW5nLTMwOTY3MDUw",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

LOIS REMEIKIS is recorded teaching in Spring 2016, Fall 2016, Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "section_number": 2,
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
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      "section_number": 1,
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      "term_id": "1192",
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
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      },
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      "term_id": "1192",
      "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_c3aeadcf900b9325ff5dd720",
    "source": "madgrades",
    "source_instructor_id": "628437",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RONALD LARSON",
    "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": 3.93,
      "graded": 43,
      "counts": [
        37,
        6,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/RONALD_LARSON"
  },
  {
    "instructor_uid": "instructor_58f4353b92431189e94dbf33",
    "source": "madgrades",
    "source_instructor_id": "434510",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LOIS REMEIKIS",
    "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": 1,
      "difficulty": 4,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2135018",
      "source_url": "https://www.ratemyprofessors.com/professor/2135018",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:22:50.168518+00:00",
      "courses": {
        "course_f5c84d42e0a63d238c93ea38": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.417896166860541,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.63,
      "graded": 54,
      "counts": [
        24,
        23,
        5,
        1,
        1,
        0,
        0
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/LOIS_REMEIKIS"
  },
  {
    "instructor_uid": "instructor_087d26b5bb5924e83b3aa70d",
    "source": "madgrades",
    "source_instructor_id": "6297352",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LORA BRAY",
    "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": 3.932,
      "graded": 37,
      "counts": [
        32,
        5,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/LORA_BRAY"
  },
  {
    "instructor_uid": "instructor_ab3ee57ae5a414882667807d",
    "source": "madgrades",
    "source_instructor_id": "6465568",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATHY QUINN",
    "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": 3.833,
      "graded": 12,
      "counts": [
        10,
        1,
        0,
        1,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/KATHY_QUINN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "RONALD LARSON"
    ],
    "a": 15,
    "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": 15,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "RONALD LARSON"
    ],
    "a": 7,
    "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": 8,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "RONALD LARSON"
    ],
    "a": 7,
    "ab": 4,
    "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": 11,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "RONALD LARSON"
    ],
    "a": 8,
    "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": 9,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "LOIS REMEIKIS"
    ],
    "a": 3,
    "ab": 2,
    "b": 1,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "LOIS REMEIKIS"
    ],
    "a": 7,
    "ab": 8,
    "b": 1,
    "bc": 0,
    "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": 0,
    "total": 17,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "LOIS REMEIKIS"
    ],
    "a": 6,
    "ab": 5,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "LOIS REMEIKIS"
    ],
    "a": 5,
    "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": 8,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "LORA BRAY"
    ],
    "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 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "LORA BRAY"
    ],
    "a": 16,
    "ab": 5,
    "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": 21,
    "source_aliases": [
      "LIS 732"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 732",
    "course_uid": "course_f5c84d42e0a63d238c93ea38",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "KATHY QUINN"
    ],
    "a": 10,
    "ab": 1,
    "b": 0,
    "bc": 1,
    "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": 13,
    "source_aliases": [
      "LIS 732"
    ]
  }
]
```

### statistics

#### gpa

3.831

#### graded

136

#### counts

* 100
* 30
* 3
* 2
* 1
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_f5c84d42e0a63d238c93ea38-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_f5c84d42e0a63d238c93ea38-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_f5c84d42e0a63d238c93ea38-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_f5c84d42e0a63d238c93ea38-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_f5c84d42e0a63d238c93ea38-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f5c84d42e0a63d238c93ea38-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_f5c84d42e0a63d238c93ea38-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_f5c84d42e0a63d238c93ea38-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8308823529411766

#### count

136

#### university

##### size

3865

##### gpa Percentile

68

##### count Percentile

53

##### median Count

125

##### 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 | 15    | false   |
| 2.8–3.2 | 349   | false   |
| 3.2–3.6 | 1161  | false   |
| 3.6–4.0 | 2339  | true    |

#### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 48,
      "gpaPercentile": 38,
      "countPercentile": 57,
      "medianCount": 91.5,
      "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": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 45,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1094

##### term

1094

##### gpa

4

##### count

15

##### departments

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

#### 1132

##### term

1132

##### gpa

3.9375

##### count

8

##### departments

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

#### 1142

##### term

1142

##### gpa

3.8181818181818183

##### count

11

##### departments

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

#### 1152

##### term

1152

##### gpa

3.9444444444444446

##### count

9

##### departments

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

#### 1164

##### term

1164

##### gpa

3.5

##### count

7

##### departments

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

#### 1172

##### term

1172

##### gpa

3.588235294117647

##### count

17

##### departments

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

#### 1182

##### term

1182

##### gpa

3.7083333333333335

##### count

12

##### departments

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

#### 1192

##### term

1192

##### gpa

3.8125

##### count

8

##### departments

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

#### 1204

##### term

1204

##### gpa

4

##### count

16

##### departments

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

#### 1212

##### term

1212

##### gpa

3.880952380952381

##### count

21

##### departments

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

#### 1224

##### term

1224

##### gpa

3.8333333333333335

##### count

12

##### departments

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

### benchmarks

#### all

##### school

###### size

3865

###### gpa

3.6377493880450578

###### top Share

80.41724715540555

###### count

125

##### LIS

###### size

48

###### gpa

3.8249035722501112

###### top Share

91.97941175895214

###### count

91.5

#### terms

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### 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

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 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

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### LIS

###### size

12

###### gpa

3.881349891576495

###### top Share

94.91067374910642

###### count

54.5

## instructor Trends

```json
[
  {
    "uid": "instructor_58f4353b92431189e94dbf33",
    "name": "LOIS REMEIKIS",
    "count": 44,
    "terms": [
      {
        "term": "1164",
        "count": 7,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1172",
        "count": 17,
        "sections": 2,
        "gpa": 3.588235294117647
      },
      {
        "term": "1182",
        "count": 12,
        "sections": 1,
        "gpa": 3.7083333333333335
      },
      {
        "term": "1192",
        "count": 8,
        "sections": 2,
        "gpa": 3.8125
      }
    ]
  },
  {
    "uid": "instructor_c3aeadcf900b9325ff5dd720",
    "name": "RONALD LARSON",
    "count": 43,
    "terms": [
      {
        "term": "1094",
        "count": 15,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1132",
        "count": 8,
        "sections": 2,
        "gpa": 3.9375
      },
      {
        "term": "1142",
        "count": 11,
        "sections": 1,
        "gpa": 3.8181818181818183
      },
      {
        "term": "1152",
        "count": 9,
        "sections": 2,
        "gpa": 3.9444444444444446
      }
    ]
  },
  {
    "uid": "instructor_087d26b5bb5924e83b3aa70d",
    "name": "LORA BRAY",
    "count": 37,
    "terms": [
      {
        "term": "1204",
        "count": 16,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1212",
        "count": 21,
        "sections": 2,
        "gpa": 3.880952380952381
      }
    ]
  },
  {
    "uid": "instructor_ab3ee57ae5a414882667807d",
    "name": "KATHY QUINN",
    "count": 12,
    "terms": [
      {
        "term": "1224",
        "count": 12,
        "sections": 3,
        "gpa": 3.8333333333333335
      }
    ]
  }
]
```

## following

None recorded.
