# LIS 341: Topics in Information Studies - Technological Aspects | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LIS_341)

## 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
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* 1242
* 1234
* 1232
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* 1222
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* 1194
* 1192
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* 1172
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### term

1272

### departments

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

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

ff97fad0aa5cc3d93e6243b3ede776f22037540f61512e36e25b78e2ca9d48c6

### course id

LIS 341

### course uid

course\_831c38476bce7f8ef4a597d0

### catalog version id

19d4e640f7141316e3585b852f5a773e16e64532f4d482f7dec638ea2572c281

### course number

341

### subjects

* LIS

### title

TOPICS IN INFORMATION STUDIES - TECHNOLOGICAL ASPECTS

### description

Exploration of information technology and information management subjects.  Subjects will vary.  Examples include, but not restricted to: A Social History of Information Infrastructure, Digital Productivity Tools and Debates, Digital Publishing Standards and Tools, Digital Preservation.

### requirements text

Sophomore standing

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

8ee4e9d460b433422cf64a6a0f0cc81c98aa8274f27231330935ec6f56f1d977

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LIS 341 explores information technology and management topics such as digital productivity, publishing, and preservation.

### llm topics

* Social History of Information Infrastructure
* Digital Productivity Tools and Debates
* Digital Publishing Standards and Tools
* Digital Preservation

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* information technology
* information management
* digital publishing
* digital preservation
* social history of information

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

e35d074ab2ca01ac1da8521d17de5b8bb7e776928c455fb27bbaa008c05aa058

#### course id

LIS 341

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Jiepu Jiang: Reviewers characterized the course as easy to pass and low-stress compared to typical STEM classes. One student found it hard due to a lack of programming experience in text mining.

```json
{
  "citations": [
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-01 08:13:16 +0000 UTC",
      "review_id": "ddf6964a84d6277a5faac22c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NDk2MzU5",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-20 20:40:34 +0000 UTC",
      "review_id": "05824126b34e2ff1ee6e72ec",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NTg0ODM3",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-27 02:16:07 +0000 UTC",
      "review_id": "ab4a4ea79261bf4c357eefc3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NjMxNTg1",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Jiepu Jiang: Jiepu Jiang receives high praise for being accessible, responsive, and effective at explaining course material. Reviewers describe him as well-versed and understanding, with one calling him one of the best professors at UW-Madison. However, the course content itself is noted as challenging for students lacking programming experience in text mining.

```json
{
  "citations": [
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-01 08:13:16 +0000 UTC",
      "review_id": "ddf6964a84d6277a5faac22c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NDk2MzU5",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-20 20:40:34 +0000 UTC",
      "review_id": "05824126b34e2ff1ee6e72ec",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NTg0ODM3",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-27 02:16:07 +0000 UTC",
      "review_id": "ab4a4ea79261bf4c357eefc3",
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      "source_review_id": "UmF0aW5nLTM0NjMxNTg1",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews for Jiepu Jiang describe a highly accessible and well-versed instructor who explains concepts clearly and supports student learning. Students found the course easy to pass and enjoyable, though one noted difficulty without prior programming experience.

```json
{
  "citations": [
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-01 08:13:16 +0000 UTC",
      "review_id": "ddf6964a84d6277a5faac22c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NDk2MzU5",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-20 20:40:34 +0000 UTC",
      "review_id": "05824126b34e2ff1ee6e72ec",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NTg0ODM3",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-27 02:16:07 +0000 UTC",
      "review_id": "ab4a4ea79261bf4c357eefc3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NjMxNTg1",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2020: 3.74 GPA, 82.4% A/AB (n=17 letter grades); Fall 2020: 3.81 GPA, 93.8% A/AB (n=16 letter grades); Fall 2021: 3.93 GPA, 96.7% A/AB (n=30 letter grades).

```json
{
  "citations": [
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      "run_id": "20260907T155543-ce3781c4",
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      "table": "grades_latest",
      "term_id": "1204",
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      },
      "table": "grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Jiepu Jiang: Students praised the instructor's quick responses to questions and understanding nature. The class was described as a favorite for learning new tech tools without the stress of traditional STEM teaching styles.

```json
{
  "citations": [
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-01 08:13:16 +0000 UTC",
      "review_id": "ddf6964a84d6277a5faac22c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NDk2MzU5",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-20 20:40:34 +0000 UTC",
      "review_id": "05824126b34e2ff1ee6e72ec",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NTg0ODM3",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    },
    {
      "instructor_name": "Jiepu Jiang",
      "review_date": "2021-04-27 02:16:07 +0000 UTC",
      "review_id": "ab4a4ea79261bf4c357eefc3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2651839",
      "source_review_id": "UmF0aW5nLTM0NjMxNTg1",
      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

JIEPU JIANG is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LIS 341",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "3c52095a-26bc-3c9b-8377-aa6af4a6006b",
      "source_record": {
        "entity_id": "3c52095a-26bc-3c9b-8377-aa6af4a6006b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Sophomore standing",
    "course": null,
    "evidence": "Sophomore 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_b3c95f0a33bef0659ca7b18a",
    "source": "madgrades",
    "source_instructor_id": "3128474",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KRISTIN ESCHENFELDER",
    "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": 10,
      "quality": 4.2,
      "difficulty": 1.6,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:841892",
      "source_url": "https://www.ratemyprofessors.com/professor/841892",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:25:30.584429+00:00",
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          "quality": 4.67,
          "difficulty": 2,
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        },
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        }
      },
      "bayesian_quality": 3.839790522364397,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.665,
      "graded": 988,
      "counts": [
        592,
        220,
        121,
        33,
        18,
        2,
        2
      ],
      "sections": 104
    },
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  },
  {
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    "source": "madgrades",
    "source_instructor_id": "201172",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DEBRA SHAPIRO",
    "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": 3,
      "quality": 5,
      "difficulty": 3,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:965168",
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      "observed_at": "2026-09-07 16:44:02.112888+00:00",
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      "prior_weight": 20
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    "grade_statistics": {
      "gpa": 3.899,
      "graded": 911,
      "counts": [
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        118,
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        0,
        0
      ],
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    "source": "madgrades",
    "source_instructor_id": "235413",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DOROTHEA SALO",
    "email": null,
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      "source_url": "https://www.ratemyprofessors.com/professor/2202393",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:15.591221+00:00",
      "courses": {
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        "course_3e202bacc4359a8c0a17dba4": {
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        },
        "course_d6ab622d10381f18c2dbba1f": {
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      },
      "bayesian_quality": 3.716571473255868,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.817,
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      "sections": 134
    },
    "instructor_url": "/instructors/DOROTHEA_SALO--instructor_8aaefb7318398f4cf644d6f9"
  },
  {
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    "source": "madgrades",
    "source_instructor_id": "4104560",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JACOB INEICHEN",
    "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": {
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    },
    "instructor_url": "/instructors/JACOB_INEICHEN--instructor_7739b4540569f973133d9403"
  },
  {
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    "grade_statistics": {
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    "name": "JIEPU JIANG",
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      "source_url": "https://www.ratemyprofessors.com/professor/2651839",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:32:29.076550+00:00",
      "courses": {
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        "course_d6ab622d10381f18c2dbba1f": {
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      "bayesian_quality": 3.8830714862888294,
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    "grade_statistics": {
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    "instructor_url": "/instructors/JIEPU_JIANG"
  },
  {
    "instructor_uid": "instructor_835aff0aa0a599a43ec329b5",
    "source": "madgrades",
    "source_instructor_id": "6317161",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHAOQUN NI",
    "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": 3.767,
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      "sections": 41
    },
    "instructor_url": "/instructors/CHAOQUN_NI--instructor_835aff0aa0a599a43ec329b5"
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  {
    "instructor_uid": "instructor_28729f2293c3ef78599b443c",
    "source": "madgrades",
    "source_instructor_id": "6381425",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADAM RULE",
    "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": 3.881,
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      "counts": [
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      "sections": 23
    },
    "instructor_url": "/instructors/ADAM_RULE--instructor_28729f2293c3ef78599b443c"
  }
]
```

### grades

```json
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    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
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    "source_aliases": [
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  },
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    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
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  },
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    "term_name": "Spring 2016",
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  },
  {
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    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "DEBRA SHAPIRO"
    ],
    "a": 5,
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    "total": 7,
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  },
  {
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    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Kyung-Sun Kim",
      "YUQI HE"
    ],
    "a": 24,
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    "source_aliases": [
      "LIS 341"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "YUQI HE"
    ],
    "a": 13,
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    "b": 2,
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    "total": 18,
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_name": "Spring 2019",
    "instructors": [
      "Dorothea Salo"
    ],
    "a": 11,
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 341",
    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Jacob Ineichen"
    ],
    "a": 0,
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      "LIS 341"
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  },
  {
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    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "JUNG SUN OH"
    ],
    "a": 11,
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      "LIS 341"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 341",
    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Chaoqun Ni",
      "JIEPU JIANG",
      "Jacob Ineichen"
    ],
    "a": 11,
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      "LIS 341"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 341",
    "course_uid": "course_831c38476bce7f8ef4a597d0",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Adam Rule",
      "Chaoqun Ni",
      "Jacob Ineichen"
    ],
    "a": 28,
    "ab": 1,
    "b": 0,
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    "c": 0,
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    "other": 0,
    "total": 32,
    "source_aliases": [
      "LIS 341"
    ]
  }
]
```

### statistics

#### gpa

3.865

#### graded

133

#### counts

* 106
* 19
* 7
* 1
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_831c38476bce7f8ef4a597d0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_831c38476bce7f8ef4a597d0-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_831c38476bce7f8ef4a597d0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_831c38476bce7f8ef4a597d0-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_831c38476bce7f8ef4a597d0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_831c38476bce7f8ef4a597d0-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_831c38476bce7f8ef4a597d0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_831c38476bce7f8ef4a597d0-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8646616541353382

#### count

133

#### university

##### size

3988

##### gpa Percentile

71

##### count Percentile

50

##### median Count

133

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 360   | false   |
| 3.2–3.6 | 1147  | false   |
| 3.6–4.0 | 2466  | true    |

#### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 52,
      "gpaPercentile": 51,
      "countPercentile": 65,
      "medianCount": 102.5,
      "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": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 47,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1124

##### term

1124

##### gpa

3.75

##### count

6

##### departments

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

#### 1182

##### term

1182

##### gpa

3.7857142857142856

##### count

7

##### departments

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

#### 1184

##### term

1184

##### gpa

3.9285714285714284

##### count

28

##### departments

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

#### 1192

##### term

1192

##### gpa

3.8055555555555554

##### count

18

##### departments

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

#### 1194

##### term

1194

##### gpa

4

##### count

11

##### departments

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

#### 1204

##### term

1204

##### gpa

3.735294117647059

##### count

17

##### departments

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

#### 1212

##### term

1212

##### gpa

3.8125

##### count

16

##### departments

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

#### 1222

##### term

1222

##### gpa

3.933333333333333

##### count

30

##### university

###### size

1157

###### gpa Percentile

89

###### count Percentile

0

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 11,
      "gpaPercentile": 80,
      "countPercentile": 0,
      "medianCount": 73,
      "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": 0,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3988

###### gpa

3.646265612763126

###### top Share

81.07759867244523

###### count

133

##### LIS

###### size

52

###### gpa

3.8217377300842292

###### top Share

92.5679117968722

###### count

102.5

#### terms

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 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

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 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

##### 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

##### 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

## instructor Trends

```json
[
  {
    "uid": "instructor_4366b53fcb36dd59f93fe83e",
    "name": "YUQI HE",
    "count": 37,
    "terms": [
      {
        "term": "1184",
        "count": 19,
        "sections": 1,
        "gpa": 3.8947368421052633
      },
      {
        "term": "1192",
        "count": 18,
        "sections": 1,
        "gpa": 3.8055555555555554
      }
    ]
  },
  {
    "uid": "instructor_835aff0aa0a599a43ec329b5",
    "name": "CHAOQUN NI",
    "count": 30,
    "terms": [
      {
        "term": "1212",
        "count": 10,
        "sections": 1,
        "gpa": 3.85
      },
      {
        "term": "1222",
        "count": 20,
        "sections": 1,
        "gpa": 3.975
      }
    ]
  },
  {
    "uid": "instructor_52ee5419aa6b3339be5df091",
    "name": "JUNG SUN OH",
    "count": 17,
    "terms": [
      {
        "term": "1204",
        "count": 17,
        "sections": 1,
        "gpa": 3.735294117647059
      }
    ]
  },
  {
    "uid": "instructor_8aaefb7318398f4cf644d6f9",
    "name": "DOROTHEA SALO",
    "count": 11,
    "terms": [
      {
        "term": "1194",
        "count": 11,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_28729f2293c3ef78599b443c",
    "name": "ADAM RULE",
    "count": 10,
    "terms": [
      {
        "term": "1222",
        "count": 10,
        "sections": 1,
        "gpa": 3.85
      }
    ]
  },
  {
    "uid": "instructor_fd6e2f9db7f20a013fb718e0",
    "name": "KYUNG-SUN KIM",
    "count": 9,
    "terms": [
      {
        "term": "1184",
        "count": 9,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_6aaecbfe434c4450f6f26104",
    "name": "DEBRA SHAPIRO",
    "count": 7,
    "terms": [
      {
        "term": "1182",
        "count": 7,
        "sections": 1,
        "gpa": 3.7857142857142856
      }
    ]
  },
  {
    "uid": "instructor_7739b4540569f973133d9403",
    "name": "JACOB INEICHEN",
    "count": 6,
    "terms": [
      {
        "term": "1212",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      }
    ]
  },
  {
    "uid": "instructor_b3c95f0a33bef0659ca7b18a",
    "name": "KRISTIN ESCHENFELDER",
    "count": 6,
    "terms": [
      {
        "term": "1124",
        "count": 6,
        "sections": 1,
        "gpa": 3.75
      }
    ]
  }
]
```

## following

None recorded.
