# LIS 615: Systems Analysis and Project Management for Information Professionals | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LIS_615)

## 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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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
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| 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    |
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| 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

821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021

### course id

LIS 615

### course uid

course\_5a1031e60c53a3c7773c2836

### catalog version id

ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8

### course number

615

### subjects

* LIS

### title

SYSTEMS ANALYSIS AND PROJECT MANAGEMENT FOR INFORMATION PROFESSIONALS

### description

Introduces established and evolving methodologies for the analysis, design, and development of information systems involving people, data/information and technologies. Introduces students to basic concepts and tools of project management. Learn to apply systems analysis and project management methods to solve real world problems involving information flows and interactions.

### requirements text

Graduate/professional standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:544:025194

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

7b51d813fc8894e9a5aa2b4655ffff7846ff48d39e4daf2c7e4982973343d1d5

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LIS 615 teaches systems analysis and project management methodologies for information professionals to design and develop information systems.

### llm topics

* Information systems involving people, data, and technologies
* Project management concepts and tools
* Real-world information flows and interactions

### llm skills

* Systems analysis and design
* Project management
* Problem solving with information flows

### llm assumed background

None recorded.

### llm search phrases

* LIS 615 systems analysis
* project management information systems
* information professionals graduate course

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

7b5684a4f658a0493e94680e6212ceae79ea647bd02720f5bf23bccdb9f90b2e

#### course id

LIS 615

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_c823f65d7c7fc5c0f99bcc3c",
    "message": "No course-specific reviews available",
    "name": "Adam Rule",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "LIS 615",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
            "source_record": {
              "entity_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1232",
            "type": "grade"
          },
          {
            "course_id": "LIS 615",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
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              "entity_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
              "file": "tables/observations.parquet",
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            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
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          {
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
            "source_record": {
              "entity_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
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              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2022: 3.83 GPA, 96.9% A/AB (n=32 letter grades); Fall 2023: 3.93 GPA, 96.7% A/AB (n=91 letter grades); Fall 2024: 3.85 GPA, 97.7% A/AB (n=44 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2023: 3.93 GPA, 96.3% A/AB (n=108 letter grades); Fall 2024: 3.85 GPA, 97.7% A/AB (n=44 letter grades); Fall 2025: 3.96 GPA, 100.0% A/AB (n=40 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LIS 615",
      "run_id": "20260907T155543-ce3781c4",
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      "table": "grades_latest",
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      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ADAM RULE is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LIS 615",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      },
      "table": "section_grades_latest",
      "term_id": "1222",
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      },
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      "term_id": "1222",
      "type": "grade"
    },
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      "section_number": 1,
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      },
      "table": "section_grades_latest",
      "term_id": "1232",
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    },
    {
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      "section_number": 2,
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      "source_record": {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1232",
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    },
    {
      "course_id": "LIS 615",
      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
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      "type": "grade"
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    {
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      "section_number": 2,
      "source_course_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "LIS 615",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
      "source_record": {
        "entity_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "LIS 615",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
      "source_record": {
        "entity_id": "c2cb3571-93e5-3e2f-8605-b21166b63f90",
        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
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      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name      | email               | first\_observed\_at              | last\_observed\_at               | instructor\_url         |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------- | ------------------- | -------------------------------- | -------------------------------- | ----------------------- |
| instructor\_c823f65d7c7fc5c0f99bcc3c | enrollment | arule                  | netid           | source\_identified | Adam Rule | ADAM.RULE\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ADAM\_RULE |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:544:025194",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1272",
    "source_course_id": "025194",
    "source_subject_id": "544",
    "title": "Systems Analysis and Project Management for Information Professionals",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:31119",
    "term_id": "1272",
    "source_section_id": "31119",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 42,
    "enrolled": 24,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:31120",
    "term_id": "1272",
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    "section_type": "LEC",
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    "capacity": 8,
    "enrolled": 5,
    "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_f84bb99f8faf48b727c8e74f",
    "source": "madgrades",
    "source_instructor_id": "5476239",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TRACY LEWIS-WILLIAMS",
    "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": 32,
      "quality": 1.78,
      "difficulty": 2.88,
      "quality_count": 32,
      "difficulty_count": 32,
      "profile_id": "rmp:2126212",
      "source_url": "https://www.ratemyprofessors.com/professor/2126212",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:15.133817+00:00",
      "courses": {
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        },
        "course_8e330bc7deed0164dc8f9e2b": {
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          "difficulty_count": 11
        }
      },
      "bayesian_quality": 2.5029560705948444,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.627,
      "graded": 2295,
      "counts": [
        1423,
        413,
        283,
        71,
        72,
        15,
        18
      ],
      "sections": 107
    },
    "instructor_url": "/instructors/TRACY_LEWIS-WILLIAMS--instructor_f84bb99f8faf48b727c8e74f"
  },
  {
    "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,
      "graded": 293,
      "counts": [
        247,
        34,
        6,
        4,
        1,
        0,
        1
      ],
      "sections": 23
    },
    "instructor_url": "/instructors/ADAM_RULE--instructor_28729f2293c3ef78599b443c"
  },
  {
    "instructor_uid": "instructor_4ccb44b92fd1f4f05b6a8e96",
    "source": "madgrades",
    "source_instructor_id": "887960",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JANELLE WARD",
    "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": 3.882,
      "graded": 17,
      "counts": [
        14,
        2,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/JANELLE_WARD"
  },
  {
    "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",
      "courses": {
        "course_b7124aab0f885840575f8fab": {
          "review_count": 3,
          "quality": 4.67,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_195b34643875b4af72811020": {
          "review_count": 5,
          "quality": 4.2,
          "difficulty": 1.4,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "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
    },
    "instructor_url": "/instructors/KRISTIN_ESCHENFELDER--instructor_b3c95f0a33bef0659ca7b18a"
  },
  {
    "instructor_uid": "instructor_b3d37aae490b0e20d897dd56",
    "source": "madgrades",
    "source_instructor_id": "6804690",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SABINE DANTUS",
    "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": 3.962,
      "graded": 13,
      "counts": [
        12,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/SABINE_DANTUS--instructor_b3d37aae490b0e20d897dd56"
  },
  {
    "instructor_uid": "instructor_c823f65d7c7fc5c0f99bcc3c",
    "source": "enrollment",
    "source_instructor_id": "arule",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Adam Rule",
    "email": "ADAM.RULE@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/ADAM_RULE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "TRACY LEWIS-WILLIAMS"
    ],
    "a": 6,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 6,
    "source_aliases": [
      "LIS 615"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "TRACY LEWIS-WILLIAMS"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "LIS 615"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Adam Rule",
      "TRACY LEWIS-WILLIAMS"
    ],
    "a": 32,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "LIS 615"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Adam Rule"
    ],
    "a": 22,
    "ab": 9,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 33,
    "source_aliases": [
      "LIS 615"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Adam Rule",
      "JANELLE WARD"
    ],
    "a": 97,
    "ab": 7,
    "b": 3,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 109,
    "source_aliases": [
      "LIS 615"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Adam Rule"
    ],
    "a": 38,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 44,
    "source_aliases": [
      "LIS 615"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LIS 615",
    "course_uid": "course_5a1031e60c53a3c7773c2836",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Kristin Eschenfelder",
      "SABINE DANTUS"
    ],
    "a": 37,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 41,
    "source_aliases": [
      "LIS 615"
    ]
  }
]
```

### statistics

#### gpa

3.918

#### graded

262

#### counts

* 232
* 24
* 4
* 1
* 0
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5a1031e60c53a3c7773c2836-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5a1031e60c53a3c7773c2836-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5a1031e60c53a3c7773c2836-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5a1031e60c53a3c7773c2836-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_5a1031e60c53a3c7773c2836-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_5a1031e60c53a3c7773c2836-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5a1031e60c53a3c7773c2836-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5a1031e60c53a3c7773c2836-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.91793893129771

#### count

262

#### university

##### size

3220

##### gpa Percentile

77

##### count Percentile

70

##### median Count

131

##### 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 | 7     | false   |
| 2.8–3.2 | 192   | false   |
| 3.2–3.6 | 812   | false   |
| 3.6–4.0 | 2209  | true    |

#### departments

```json
[
  {
    "subject": "LIS",
    "comparison": {
      "size": 48,
      "gpaPercentile": 81,
      "countPercentile": 74,
      "medianCount": 137,
      "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": 42,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1202

##### term

1202

##### gpa

4

##### count

6

##### departments

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

#### 1222

##### term

1222

##### gpa

4

##### count

32

##### university

###### size

1157

###### gpa Percentile

97

###### count Percentile

6

###### 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": 100,
      "countPercentile": 30,
      "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

3.828125

##### count

32

##### university

###### size

1216

###### gpa Percentile

73

###### count Percentile

6

###### 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

3.925925925925926

##### count

108

##### university

###### size

1295

###### gpa Percentile

85

###### count Percentile

70

###### 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": 80,
      "countPercentile": 75,
      "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

3.852272727272727

##### count

44

##### university

###### size

1333

###### gpa Percentile

73

###### count Percentile

27

###### 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": 52,
      "countPercentile": 14,
      "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

3.9625

##### count

40

##### university

###### size

1320

###### gpa Percentile

89

###### count Percentile

21

###### 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": 95,
      "countPercentile": 5,
      "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

3220

###### gpa

3.6887830382500986

###### top Share

83.75346055650121

###### count

131

##### LIS

###### size

48

###### gpa

3.7965246216969426

###### top Share

90.9276574087527

###### count

137

#### terms

##### 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_28729f2293c3ef78599b443c",
    "name": "ADAM RULE",
    "count": 184,
    "terms": [
      {
        "term": "1222",
        "count": 17,
        "sections": 2,
        "gpa": 4
      },
      {
        "term": "1232",
        "count": 32,
        "sections": 2,
        "gpa": 3.828125
      },
      {
        "term": "1242",
        "count": 91,
        "sections": 2,
        "gpa": 3.934065934065934
      },
      {
        "term": "1252",
        "count": 44,
        "sections": 2,
        "gpa": 3.852272727272727
      }
    ]
  },
  {
    "uid": "instructor_b3c95f0a33bef0659ca7b18a",
    "name": "KRISTIN ESCHENFELDER",
    "count": 27,
    "terms": [
      {
        "term": "1262",
        "count": 27,
        "sections": 2,
        "gpa": 3.962962962962963
      }
    ]
  },
  {
    "uid": "instructor_f84bb99f8faf48b727c8e74f",
    "name": "TRACY LEWIS-WILLIAMS",
    "count": 21,
    "terms": [
      {
        "term": "1202",
        "count": 6,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1222",
        "count": 15,
        "sections": 3,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_4ccb44b92fd1f4f05b6a8e96",
    "name": "JANELLE WARD",
    "count": 17,
    "terms": [
      {
        "term": "1242",
        "count": 17,
        "sections": 2,
        "gpa": 3.8823529411764706
      }
    ]
  },
  {
    "uid": "instructor_b3d37aae490b0e20d897dd56",
    "name": "SABINE DANTUS",
    "count": 13,
    "terms": [
      {
        "term": "1262",
        "count": 13,
        "sections": 2,
        "gpa": 3.9615384615384617
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.9134075364144385

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 87.82496149821235  |
| AB    | 10.453075094912315 |
| B     | 1.0048125231371303 |
| BC    | 0.1762828987959878 |
| C     | 0                  |
| D     | 0                  |
| F     | 0.5408679849422353 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

256

### same Season

true

### historical Range

* 3.828125
* 4
