# LIS 602: Information: Organization and Search | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LIS_602)

## 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
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* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
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* 1172
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* 1162
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* 1142
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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

031d63165bc7139be06ee3e133b2858ff259c3282e84a0588e7efe1fc63a40fa

### course id

LIS 602

### course uid

course\_ce260f218d29b33c7cb081fc

### catalog version id

2bbcde63cc8538254b666f64f5d687971d09656ae3512f3d1f1d158de441f7e6

### course number

602

### subjects

* LIS

### title

INFORMATION: ORGANIZATION AND SEARCH

### description

Introduces basic concepts and principles of information organization and online searching. Gain knowledge of information organization and retrieval theories and methods and knowledge of large database structures and database searching techniques. Critically examine the impact of information organization practices on organizations and culture. Learn how to develop information organizing systems and to evaluate and improve search systems.

### requirements text

Graduate/professional standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:544:024476

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

06baf6a9fd01aa98ce13adf296dbff714bd6b139ef7fb45605a8c5108746f37c

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LIS 602 introduces information organization and online searching, covering retrieval theories, database structures, and system evaluation.

### llm topics

* Information organization and online searching
* Information organization and retrieval theories and methods
* Large database structures and database searching techniques
* Impact of information organization practices on organizations and culture

### llm skills

* Develop information organizing systems and evaluate search systems
* Apply information organization and retrieval theories and database searching techniques

### llm assumed background

None recorded.

### llm search phrases

* information organization
* online searching
* database structures
* search systems
* information retrieval

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

d82165b1b8394dc51f807a97802052672324cf2e5ef5e2ced7252dcaeb378eb3

#### course id

LIS 602

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_c5e2d63a6a85fb0e786a0a91",
    "message": "No course-specific reviews available",
    "name": "Jodi Schneider",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "LIS 602",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
            "source_record": {
              "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.82 GPA, 100.0% A/AB (n=28 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_eb6c85e759be0b630bccb1cb",
    "message": null,
    "name": "Megan Adams",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2624829",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Megan Adams",
            "review_date": "2020-10-05 19:17:11 +0000 UTC",
            "review_id": "313c68a3cea9742de79bcd90",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2624829",
            "source_review_id": "UmF0aW5nLTMzNjc5NTMx",
            "source_url": "https://www.ratemyprofessors.com/professor/2624829",
            "type": "review"
          },
          {
            "instructor_name": "Megan Adams",
            "review_date": "2021-05-24 23:12:57 +0000 UTC",
            "review_id": "b9afca4f09d9e9f6c9a04701",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2624829",
            "source_review_id": "UmF0aW5nLTM0ODUxNjUx",
            "source_url": "https://www.ratemyprofessors.com/professor/2624829",
            "type": "review"
          }
        ],
        "text": "Megan Adams receives mixed feedback; one reviewer praises her thoughtful curriculum and clear expectations, while another criticizes her inconsistent lecturing and lack of feedback. Only one review notes her availability and engaging articles."
      },
      {
        "citations": [
          {
            "course_id": "LIS 602",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
            "source_record": {
              "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "LIS 602",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
            "source_record": {
              "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "LIS 602",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
            "source_record": {
              "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.89 GPA, 95.6% A/AB (n=45 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=28 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=40 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

A group project constitutes 40% of the final grade, and students report receiving activities for systems the instructor spends little time covering.

```json
{
  "citations": [
    {
      "instructor_name": "Megan Adams",
      "review_date": "2020-10-05 19:17:11 +0000 UTC",
      "review_id": "313c68a3cea9742de79bcd90",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2624829",
      "source_review_id": "UmF0aW5nLTMzNjc5NTMx",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Debra Shapiro: Debra Shapiro is described as super knowledgeable, dedicated, and helpful, with well-organized online courses featuring relevant readings and meaningful group work. Reviewers note her high quality and supportiveness, contrasting her positively with other instructors who are perceived as slacking by comparison.

```json
{
  "citations": [
    {
      "instructor_name": "Debra Shapiro",
      "review_date": "2018-11-23 11:08:27 +0000 UTC",
      "review_id": "62c9117fc8c010bb47b35e07",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:965168",
      "source_review_id": "UmF0aW5nLTMwNzcyNTcw",
      "source_url": "https://www.ratemyprofessors.com/professor/965168",
      "type": "review"
    },
    {
      "instructor_name": "Debra Shapiro",
      "review_date": "2021-03-24 14:17:08 +0000 UTC",
      "review_id": "9a72c7e2415041e9655b50f9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:965168",
      "source_review_id": "UmF0aW5nLTM0NDY4NjE4",
      "source_url": "https://www.ratemyprofessors.com/professor/965168",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Megan Adams receives mixed reviews for LIS 602, with students noting her thoughtful curriculum and clear expectations alongside complaints about inconsistent lecturing and delayed grading.

```json
{
  "citations": [
    {
      "instructor_name": "Megan Adams",
      "review_date": "2020-10-05 19:17:11 +0000 UTC",
      "review_id": "313c68a3cea9742de79bcd90",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2624829",
      "source_review_id": "UmF0aW5nLTMzNjc5NTMx",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "type": "review"
    },
    {
      "instructor_name": "Megan Adams",
      "review_date": "2021-05-24 23:12:57 +0000 UTC",
      "review_id": "b9afca4f09d9e9f6c9a04701",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2624829",
      "source_review_id": "UmF0aW5nLTM0ODUxNjUx",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.92 GPA, 97.6% A/AB (n=84 letter grades); Fall 2024: 3.95 GPA, 98.6% A/AB (n=74 letter grades); Fall 2025: 3.91 GPA, 100.0% A/AB (n=99 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students value the relevant readings and instructor availability, but some find the lack of feedback on assignments and slow grading frustrating.

```json
{
  "citations": [
    {
      "instructor_name": "Megan Adams",
      "review_date": "2020-10-05 19:17:11 +0000 UTC",
      "review_id": "313c68a3cea9742de79bcd90",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2624829",
      "source_review_id": "UmF0aW5nLTMzNjc5NTMx",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "type": "review"
    },
    {
      "instructor_name": "Megan Adams",
      "review_date": "2021-05-24 23:12:57 +0000 UTC",
      "review_id": "b9afca4f09d9e9f6c9a04701",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2624829",
      "source_review_id": "UmF0aW5nLTM0ODUxNjUx",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DEBRA SHAPIRO is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
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    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
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        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
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      "section_number": 3,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

JODI SCHNEIDER is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

MEGAN ADAMS is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "LIS 602",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
      "source_record": {
        "entity_id": "f6539c86-ee4c-3558-9c2b-d3160faad121",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "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

* The condition 'Graduate/professional standing' is not a canonical course in linked\_courses and lacks specific program identifiers, requiring manual review for precise eligibility logic.

#### root

n0

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_c5e2d63a6a85fb0e786a0a91",
    "source": "enrollment",
    "source_instructor_id": "jodi",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jodi Schneider",
    "email": "JODI@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/JODI_SCHNEIDER"
  },
  {
    "instructor_uid": "instructor_eb6c85e759be0b630bccb1cb",
    "source": "enrollment",
    "source_instructor_id": "madams23",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Megan Adams",
    "email": "MADAMS23@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 2,
      "quality": 4,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2624829",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:19:16.665381+00:00",
      "courses": {
        "course_ce260f218d29b33c7cb081fc": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.690623439587814,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MEGAN_ADAMS"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:544:024476",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1272",
    "source_course_id": "024476",
    "source_subject_id": "544",
    "title": "Information: Organization and Search",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:17928",
    "term_id": "1272",
    "source_section_id": "17928",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 50,
    "enrolled": 18,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:17929",
    "term_id": "1272",
    "source_section_id": "17929",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 50,
    "enrolled": 20,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_239f5cc5345f11f931db5c71",
    "source": "madgrades",
    "source_instructor_id": "110350",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CATHERINE SMITH",
    "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": 3.65,
      "graded": 768,
      "counts": [
        524,
        120,
        61,
        20,
        22,
        10,
        11
      ],
      "sections": 141
    },
    "instructor_url": "/instructors/CATHERINE_SMITH"
  },
  {
    "instructor_uid": "instructor_6aaecbfe434c4450f6f26104",
    "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",
      "source_url": "https://www.ratemyprofessors.com/professor/965168",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:44:02.112888+00:00",
      "courses": {
        "course_ce260f218d29b33c7cb081fc": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8345093769970395,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.899,
      "graded": 911,
      "counts": [
        764,
        118,
        24,
        2,
        3,
        0,
        0
      ],
      "sections": 112
    },
    "instructor_url": "/instructors/DEBRA_SHAPIRO--instructor_6aaecbfe434c4450f6f26104"
  },
  {
    "instructor_uid": "instructor_ce0fc80ff4680673298c5f9c",
    "source": "madgrades",
    "source_instructor_id": "5038590",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BRONWEN MASEMANN",
    "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": 3.883,
      "graded": 206,
      "counts": [
        165,
        35,
        5,
        1,
        0,
        0,
        0
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/BRONWEN_MASEMANN--instructor_ce0fc80ff4680673298c5f9c"
  },
  {
    "instructor_uid": "instructor_ce68928e57ae5cd1abc9d41f",
    "source": "madgrades",
    "source_instructor_id": "5707922",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MEGAN ADAMS",
    "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": 4,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2624829",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:19:16.665381+00:00",
      "courses": {
        "course_ce260f218d29b33c7cb081fc": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.690623439587814,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.953,
      "graded": 427,
      "counts": [
        401,
        18,
        7,
        0,
        0,
        0,
        1
      ],
      "sections": 33
    },
    "instructor_url": "/instructors/MEGAN_ADAMS--instructor_ce68928e57ae5cd1abc9d41f"
  },
  {
    "instructor_uid": "instructor_52ee5419aa6b3339be5df091",
    "source": "madgrades",
    "source_instructor_id": "6225836",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUNG SUN OH",
    "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": 3.686,
      "graded": 159,
      "counts": [
        103,
        31,
        16,
        5,
        2,
        1,
        1
      ],
      "sections": 30
    },
    "instructor_url": "/instructors/JUNG_SUN_OH"
  },
  {
    "instructor_uid": "instructor_fd6e2f9db7f20a013fb718e0",
    "source": "madgrades",
    "source_instructor_id": "3368498",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KYUNG-SUN KIM",
    "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": 3,
      "difficulty": 3.4,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:841888",
      "source_url": "https://www.ratemyprofessors.com/professor/841888",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:25:10.989355+00:00",
      "courses": {
        "course_6b4c5f0ceb50172181f86d5e": {
          "review_count": 4,
          "quality": 2.5,
          "difficulty": 4.25,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.439790522364397,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.807,
      "graded": 750,
      "counts": [
        548,
        149,
        39,
        6,
        5,
        0,
        3
      ],
      "sections": 92
    },
    "instructor_url": "/instructors/KYUNG-SUN_KIM--instructor_fd6e2f9db7f20a013fb718e0"
  },
  {
    "instructor_uid": "instructor_9443e9ea98f7d761bf1a5ea7",
    "source": "madgrades",
    "source_instructor_id": "6801710",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JODI SCHNEIDER",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.861,
      "graded": 36,
      "counts": [
        26,
        10,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/JODI_SCHNEIDER--instructor_9443e9ea98f7d761bf1a5ea7"
  },
  {
    "instructor_uid": "instructor_c5e2d63a6a85fb0e786a0a91",
    "source": "enrollment",
    "source_instructor_id": "jodi",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jodi Schneider",
    "email": "JODI@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/JODI_SCHNEIDER"
  },
  {
    "instructor_uid": "instructor_eb6c85e759be0b630bccb1cb",
    "source": "enrollment",
    "source_instructor_id": "madams23",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Megan Adams",
    "email": "MADAMS23@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 2,
      "quality": 4,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:2624829",
      "source_url": "https://www.ratemyprofessors.com/professor/2624829",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:19:16.665381+00:00",
      "courses": {
        "course_ce260f218d29b33c7cb081fc": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.690623439587814,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MEGAN_ADAMS"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "CATHERINE SMITH",
      "DEBRA SHAPIRO"
    ],
    "a": 67,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 72,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Bronwen Masemann",
      "CATHERINE SMITH",
      "DEBRA SHAPIRO"
    ],
    "a": 98,
    "ab": 3,
    "b": 3,
    "bc": 0,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 108,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "CATHERINE SMITH",
      "DEBRA SHAPIRO"
    ],
    "a": 114,
    "ab": 4,
    "b": 2,
    "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": 121,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "CATHERINE SMITH",
      "DEBRA SHAPIRO",
      "Megan Adams"
    ],
    "a": 79,
    "ab": 11,
    "b": 1,
    "bc": 0,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 95,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "CATHERINE SMITH",
      "DEBRA SHAPIRO",
      "JUNG SUN OH",
      "Megan Adams"
    ],
    "a": 103,
    "ab": 6,
    "b": 1,
    "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": 112,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "CATHERINE SMITH",
      "DEBRA SHAPIRO",
      "Megan Adams"
    ],
    "a": 87,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 91,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "CATHERINE SMITH",
      "DEBRA SHAPIRO",
      "Kyung-Sun Kim"
    ],
    "a": 100,
    "ab": 3,
    "b": 1,
    "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": 105,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "CATHERINE SMITH",
      "Kyung-Sun Kim",
      "Megan Adams"
    ],
    "a": 79,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 4,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 88,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "CATHERINE SMITH",
      "Kyung-Sun Kim",
      "Megan Adams"
    ],
    "a": 67,
    "ab": 6,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 77,
    "source_aliases": [
      "LIS 602"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 602",
    "course_uid": "course_ce260f218d29b33c7cb081fc",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Jodi Schneider",
      "Kyung-Sun Kim",
      "Megan Adams"
    ],
    "a": 82,
    "ab": 17,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 3,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 102,
    "source_aliases": [
      "LIS 602"
    ]
  }
]
```

### statistics

#### gpa

3.942

#### graded

950

#### counts

* 876
* 57
* 10
* 1
* 4
* 1
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ce260f218d29b33c7cb081fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ce260f218d29b33c7cb081fc-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ce260f218d29b33c7cb081fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ce260f218d29b33c7cb081fc-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_ce260f218d29b33c7cb081fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_ce260f218d29b33c7cb081fc-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_ce260f218d29b33c7cb081fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_ce260f218d29b33c7cb081fc-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ce260f218d29b33c7cb081fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ce260f218d29b33c7cb081fc-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.942105263157895

#### count

950

#### university

##### size

3545

##### gpa Percentile

83

##### count Percentile

90

##### median Count

151

##### 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 | 4     | false   |
| 2.8–3.2 | 240   | false   |
| 3.2–3.6 | 935   | false   |
| 3.6–4.0 | 2365  | true    |

#### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 50,
      "gpaPercentile": 88,
      "countPercentile": 92,
      "medianCount": 172.5,
      "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": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 44,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1172

##### term

1172

##### gpa

3.971830985915493

##### count

71

##### university

###### size

991

###### gpa Percentile

94

###### count Percentile

53

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

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

#### 1182

##### term

1182

##### gpa

3.919811320754717

##### count

106

##### university

###### size

1025

###### gpa Percentile

90

###### count Percentile

70

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

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

#### 1192

##### term

1192

##### gpa

3.966666666666667

##### count

120

##### university

###### size

1077

###### gpa Percentile

93

###### count Percentile

75

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | false   |
| 3.6–4.0 | 481   | true    |

##### departments

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

#### 1202

##### term

1202

##### gpa

3.8870967741935485

##### count

93

##### university

###### size

1102

###### gpa Percentile

86

###### count Percentile

64

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

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

#### 1212

##### term

1212

##### gpa

3.9504504504504503

##### count

111

##### university

###### size

1111

###### gpa Percentile

90

###### count Percentile

72

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

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

#### 1222

##### term

1222

##### gpa

3.965909090909091

##### count

88

##### university

###### size

1157

###### gpa Percentile

93

###### count Percentile

61

###### 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": 90,
      "countPercentile": 70,
      "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
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.9759615384615383

##### count

104

##### university

###### size

1216

###### gpa Percentile

93

###### count Percentile

70

###### median Count

66

###### histogram

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

##### departments

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

#### 1242

##### term

1242

##### gpa

3.9226190476190474

##### count

84

##### university

###### size

1295

###### gpa Percentile

84

###### count Percentile

59

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 21,
      "gpaPercentile": 75,
      "countPercentile": 60,
      "medianCount": 71,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.945945945945946

##### count

74

##### university

###### size

1333

###### gpa Percentile

88

###### count Percentile

53

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 22,
      "gpaPercentile": 86,
      "countPercentile": 62,
      "medianCount": 64,
      "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": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 20,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.914141414141414

##### count

99

##### university

###### size

1320

###### gpa Percentile

81

###### count Percentile

65

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 22,
      "gpaPercentile": 71,
      "countPercentile": 57,
      "medianCount": 89.5,
      "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": 17,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3545

###### gpa

3.6789059253173155

###### top Share

83.10630979061501

###### count

151

##### LIS

###### size

50

###### gpa

3.7993567123547938

###### top Share

91.18962575197774

###### count

172.5

#### terms

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### 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

## instructor Trends

```json
[
  {
    "uid": "instructor_6aaecbfe434c4450f6f26104",
    "name": "DEBRA SHAPIRO",
    "count": 301,
    "terms": [
      {
        "term": "1172",
        "count": 23,
        "sections": 1,
        "gpa": 3.9782608695652173
      },
      {
        "term": "1182",
        "count": 36,
        "sections": 1,
        "gpa": 3.9305555555555554
      },
      {
        "term": "1192",
        "count": 80,
        "sections": 2,
        "gpa": 3.96875
      },
      {
        "term": "1202",
        "count": 31,
        "sections": 1,
        "gpa": 3.935483870967742
      },
      {
        "term": "1212",
        "count": 34,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1222",
        "count": 53,
        "sections": 2,
        "gpa": 4
      },
      {
        "term": "1232",
        "count": 44,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_239f5cc5345f11f931db5c71",
    "name": "CATHERINE SMITH",
    "count": 259,
    "terms": [
      {
        "term": "1172",
        "count": 48,
        "sections": 2,
        "gpa": 3.96875
      },
      {
        "term": "1182",
        "count": 34,
        "sections": 1,
        "gpa": 3.8529411764705883
      },
      {
        "term": "1192",
        "count": 40,
        "sections": 1,
        "gpa": 3.9625
      },
      {
        "term": "1202",
        "count": 32,
        "sections": 1,
        "gpa": 3.78125
      },
      {
        "term": "1212",
        "count": 20,
        "sections": 1,
        "gpa": 3.925
      },
      {
        "term": "1222",
        "count": 12,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.962962962962963
      },
      {
        "term": "1242",
        "count": 23,
        "sections": 1,
        "gpa": 3.9565217391304346
      },
      {
        "term": "1252",
        "count": 23,
        "sections": 1,
        "gpa": 3.9565217391304346
      }
    ]
  },
  {
    "uid": "instructor_ce68928e57ae5cd1abc9d41f",
    "name": "MEGAN ADAMS",
    "count": 202,
    "terms": [
      {
        "term": "1202",
        "count": 30,
        "sections": 1,
        "gpa": 3.95
      },
      {
        "term": "1212",
        "count": 36,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1222",
        "count": 23,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1242",
        "count": 45,
        "sections": 1,
        "gpa": 3.888888888888889
      },
      {
        "term": "1252",
        "count": 28,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 40,
        "sections": 1,
        "gpa": 3.975
      }
    ]
  },
  {
    "uid": "instructor_fd6e2f9db7f20a013fb718e0",
    "name": "KYUNG-SUN KIM",
    "count": 103,
    "terms": [
      {
        "term": "1232",
        "count": 33,
        "sections": 1,
        "gpa": 3.9545454545454546
      },
      {
        "term": "1242",
        "count": 16,
        "sections": 1,
        "gpa": 3.96875
      },
      {
        "term": "1252",
        "count": 23,
        "sections": 1,
        "gpa": 3.869565217391304
      },
      {
        "term": "1262",
        "count": 31,
        "sections": 1,
        "gpa": 3.9193548387096775
      }
    ]
  },
  {
    "uid": "instructor_ce0fc80ff4680673298c5f9c",
    "name": "BRONWEN MASEMANN",
    "count": 36,
    "terms": [
      {
        "term": "1182",
        "count": 36,
        "sections": 1,
        "gpa": 3.9722222222222223
      }
    ]
  },
  {
    "uid": "instructor_9443e9ea98f7d761bf1a5ea7",
    "name": "JODI SCHNEIDER",
    "count": 28,
    "terms": [
      {
        "term": "1262",
        "count": 28,
        "sections": 1,
        "gpa": 3.8214285714285716
      }
    ]
  },
  {
    "uid": "instructor_52ee5419aa6b3339be5df091",
    "name": "JUNG SUN OH",
    "count": 21,
    "terms": [
      {
        "term": "1212",
        "count": 21,
        "sections": 1,
        "gpa": 3.8095238095238093
      }
    ]
  }
]
```

## following

| code           | title                                             |
| -------------- | ------------------------------------------------- |
| CURRIC/LIS 620 | FIELD PROJECT IN LIBRARY AND INFORMATION AGENCIES |
| LIS 632        | METADATA STANDARDS AND XML                        |
| LIS 635        | REFERENCE AND INFORMATION SERVICE                 |
| LIS 651        | CATALOGING AND CLASSIFICATION                     |
| LIS 655        | COLLECTION MANAGEMENT                             |

## projection

### target

1272

### interval

#### lower

3.87

#### upper

4

#### coverage

80

#### terms

7

### gpa

3.939047784597523

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 90.78311105917008   |
| AB    | 8.157080265600015   |
| B     | 0.6946970297755637  |
| BC    | 0                   |
| C     | 0                   |
| D     | 0.13846220414521224 |
| F     | 0.22664944130912718 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

449

### same Season

true

### historical Range

* 3.9141414141414144
* 3.9759615384615383

### backtest

#### terms

7

#### gpa Error

0.031253310563642146

#### mix Error

6.067389058633702
