# ELPA 890: Applied Research in Educational Administration | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ELPA_890)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

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

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

8496aea4cedf2a956a0588bfde58ad73542b993b9b24eabd13c2e495ac2bf686

### course id

ELPA 890

### course uid

course\_619c5fe81dc58e75a97be923

### catalog version id

99d0bc2e39d19f8a7e2d484e17d142bd5cc912d7ef0aa044d67bdbd8c94b7210

### course number

890

### subjects

* ELPA

### title

APPLIED RESEARCH IN EDUCATIONAL ADMINISTRATION

### description

Supervised research on topics in the administration of elementary and secondary education.

### requirements text

Consent of instructor

### credits min

3

### credits max

3

### credit offering ids

* 1272:305:005944

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

3135d6d2921299f2a3af188f2af91a132b39e13c91a619d0b5142451ca3b16c9

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ELPA 890 is a supervised research course focusing on applied topics in the administration of elementary and secondary education.

### llm topics

* Administration of elementary and secondary education

### llm skills

* Conducting supervised research in educational administration

### llm assumed background

None recorded.

### llm search phrases

* educational administration research
* supervised research education
* ELPA 890 topics

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

af142d53fb13766855f5eebfcc35baf4529dfd8cfdca6c78cf513eb75b2f3b04

#### course id

ELPA 890

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_add4d654947c11e177689d5e",
    "message": "No course-specific reviews available",
    "name": "Ain Grooms",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_c375dd08c02615dea8387779",
    "message": "No course-specific reviews available",
    "name": "Aireale Rodgers",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_aa4d1f876c743d9dec3fc763",
    "message": "No course-specific reviews available",
    "name": "Anjale Welton",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_54670e5e9711ee3d9896063b",
    "message": "No course-specific reviews available",
    "name": "Barbara Sramek",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_6352c5fe45b92271ab30f995",
    "message": "No course-specific reviews available",
    "name": "Brian Burt",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_ef1514f009bebf48b2a077c1",
    "message": "No course-specific reviews available",
    "name": "Christopher Saldana",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_2eb611e62a70f46425447790",
    "message": "No course-specific reviews available",
    "name": "Elton Crim",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_2b448c330cf7bfb69ab4920a",
    "message": "No course-specific reviews available",
    "name": "Francesca Lopez",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_eaa8b2bda6c3aea29ca1b69d",
    "message": "No course-specific reviews available",
    "name": "Frank Fernandez",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_cb78a495fcdcce715795a4e3",
    "message": "No course-specific reviews available",
    "name": "Jing Yu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_fd11f59c7c812735e15a3bbc",
    "message": "No course-specific reviews available",
    "name": "Kevin Lawrence Henry",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_6e7d34507a82ad4ed9b1666e",
    "message": "No course-specific reviews available",
    "name": "Krystal Williams",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_b0c2abf8235bf9b3f47ad63e",
    "message": "No course-specific reviews available",
    "name": "Mollie Mcquillan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ELPA 890",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 12,
            "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
            "source_record": {
              "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_757ddfed17920d4e51c65ae0",
    "message": "No course-specific reviews available",
    "name": "Peter Miller",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_e09e7b3b7d422f56316c66b2",
    "message": "No course-specific reviews available",
    "name": "Rachelle Winkle-Wagner",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_9f5884a705afdd32851fa4c1",
    "message": "No course-specific reviews available",
    "name": "Rich Halverson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_1edf950827c624dabf112ffb",
    "message": "No course-specific reviews available",
    "name": "Sara Jimenez Soffa",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_aade6fa3031982d174d6779b",
    "message": "No course-specific reviews available",
    "name": "Suzanne Eckes",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_22d9020e92eec69b0ff5693a",
    "message": "No course-specific reviews available",
    "name": "Tina Salzman",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_ee0fb457e3884774d24e7687",
    "message": "No course-specific reviews available",
    "name": "Weijia Li",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1863937",
    "summary": []
  },
  {
    "instructor_uid": "instructor_466ceb1cb0cd58c9c5676d82",
    "message": "No course-specific reviews available",
    "name": "Xueli Wang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### 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 — Spring 2007: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANJALE WELTON is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 18,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

BARBARA SRAMEK is recorded teaching in Fall 2019, Spring 2020, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 76,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 76,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

MOLLIE MCQUILLAN is recorded teaching in Fall 2023, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

PETER MILLER is recorded teaching in Fall 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    }
  ]
}
```

SUZANNE ECKES is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ELPA 890",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
      "source_record": {
        "entity_id": "79e2db24-fcc8-3dae-bc6e-241c0ce9fed1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_add4d654947c11e177689d5e",
    "source": "enrollment",
    "source_instructor_id": "agrooms2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ain Grooms",
    "email": "AGROOMS2@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/AIN_GROOMS"
  },
  {
    "instructor_uid": "instructor_c375dd08c02615dea8387779",
    "source": "enrollment",
    "source_instructor_id": "arodgers4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Aireale Rodgers",
    "email": "ARODGERS4@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/AIREALE_RODGERS"
  },
  {
    "instructor_uid": "instructor_aa4d1f876c743d9dec3fc763",
    "source": "enrollment",
    "source_instructor_id": "adwelton",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anjale Welton",
    "email": "ADWELTON@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/ANJALE_WELTON"
  },
  {
    "instructor_uid": "instructor_54670e5e9711ee3d9896063b",
    "source": "enrollment",
    "source_instructor_id": "bjsramek",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Barbara Sramek",
    "email": "BJSRAMEK@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/BARBARA_SRAMEK"
  },
  {
    "instructor_uid": "instructor_6352c5fe45b92271ab30f995",
    "source": "enrollment",
    "source_instructor_id": "bburt3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Brian Burt",
    "email": "BRIAN.A.BURT@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/BRIAN_BURT"
  },
  {
    "instructor_uid": "instructor_ef1514f009bebf48b2a077c1",
    "source": "enrollment",
    "source_instructor_id": "cmsaldana",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Christopher Saldana",
    "email": "CMSALDANA@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/CHRISTOPHER_SALDANA"
  },
  {
    "instructor_uid": "instructor_2eb611e62a70f46425447790",
    "source": "enrollment",
    "source_instructor_id": "ecrim",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Elton Crim",
    "email": "ECRIM@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/ELTON_CRIM"
  },
  {
    "instructor_uid": "instructor_2b448c330cf7bfb69ab4920a",
    "source": "enrollment",
    "source_instructor_id": "flopez5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Francesca Lopez",
    "email": "FLOPEZ5@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/FRANCESCA_LOPEZ"
  },
  {
    "instructor_uid": "instructor_eaa8b2bda6c3aea29ca1b69d",
    "source": "enrollment",
    "source_instructor_id": "ffernandez4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Frank Fernandez",
    "email": "FFERNANDEZ4@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/FRANK_FERNANDEZ"
  },
  {
    "instructor_uid": "instructor_cb78a495fcdcce715795a4e3",
    "source": "enrollment",
    "source_instructor_id": "jyu393",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jing Yu",
    "email": "JING.YU@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/JING_YU"
  },
  {
    "instructor_uid": "instructor_fd11f59c7c812735e15a3bbc",
    "source": "enrollment",
    "source_instructor_id": "henry3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kevin Lawrence Henry",
    "email": "KEVIN.HENRY@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/KEVIN_LAWRENCE_HENRY"
  },
  {
    "instructor_uid": "instructor_6e7d34507a82ad4ed9b1666e",
    "source": "enrollment",
    "source_instructor_id": "klwilliams7",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Krystal Williams",
    "email": "KLWILLIAMS7@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/KRYSTAL_WILLIAMS"
  },
  {
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    "source": "enrollment",
    "source_instructor_id": "mmcquillan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mollie Mcquillan",
    "email": "MMCQUILLAN@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/MOLLIE_MCQUILLAN"
  },
  {
    "instructor_uid": "instructor_757ddfed17920d4e51c65ae0",
    "source": "enrollment",
    "source_instructor_id": "pmmiller2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Peter Miller",
    "email": "PMMILLER2@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/PETER_MILLER"
  },
  {
    "instructor_uid": "instructor_e09e7b3b7d422f56316c66b2",
    "source": "enrollment",
    "source_instructor_id": "winklewagner",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rachelle Winkle-Wagner",
    "email": "WINKLEWAGNER@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/RACHELLE_WINKLE-WAGNER"
  },
  {
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    "source_instructor_id": "rrhalverson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rich Halverson",
    "email": "HALVERSON@EDUCATION.WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/RICH_HALVERSON"
  },
  {
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    "source": "enrollment",
    "source_instructor_id": "jimenezsoffa",
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    "identity_status": "source_identified",
    "name": "Sara Jimenez Soffa",
    "email": "JIMENEZSOFFA@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/SARA_JIMENEZ_SOFFA"
  },
  {
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    "source_instructor_id": "seeckes",
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    "name": "Suzanne Eckes",
    "email": "SEECKES@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/SUZANNE_ECKES"
  },
  {
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    "source_instructor_id": "tmsalzman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tina Salzman",
    "email": "TMSALZMAN@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/TINA_SALZMAN"
  },
  {
    "instructor_uid": "instructor_ee0fb457e3884774d24e7687",
    "source": "enrollment",
    "source_instructor_id": "wli255",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Weijia Li",
    "email": "WLI255@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": 9,
      "quality": 5,
      "difficulty": 2.22,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:1863937",
      "source_url": "https://www.ratemyprofessors.com/professor/1863937",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:59:46.802052+00:00",
      "courses": {
        "course_7c0c74f49f945ac055d06d59": {
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        "course_e6a433e10d8ee27c9afee9ab": {
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        },
        "course_5373616868557a3a53929bb0": {
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        }
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      "bayesian_quality": 4.075645367963169,
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      "prior_weight": 20
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    "instructor_url": "/instructors/WEIJIA_LI"
  },
  {
    "instructor_uid": "instructor_466ceb1cb0cd58c9c5676d82",
    "source": "enrollment",
    "source_instructor_id": "xwang273",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Xueli Wang",
    "email": "XWANG273@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/XUELI_WANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:305:005944",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1272",
    "source_course_id": "005944",
    "source_subject_id": "305",
    "title": "Applied Research in Educational Administration",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
```

### sections

```json
[
  {
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    "section_uid": "uw-section:1272:21397",
    "term_id": "1272",
    "source_section_id": "21397",
    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:21400",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "section_uid": "uw-section:1272:21401",
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    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:21402",
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    "identity_basis": "class_number",
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "section_uid": "uw-section:1272:21403",
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    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:21404",
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    "identity_basis": "class_number",
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  },
  {
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    "section_uid": "uw-section:1272:21405",
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    "source_section_id": "21405",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:21406",
    "term_id": "1272",
    "source_section_id": "21406",
    "identity_basis": "class_number",
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    "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:1272:21407",
    "term_id": "1272",
    "source_section_id": "21407",
    "identity_basis": "class_number",
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  },
  {
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    "section_uid": "uw-section:1272:21408",
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    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "section_uid": "uw-section:1272:21409",
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    "identity_basis": "class_number",
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "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:1272:21869",
    "term_id": "1272",
    "source_section_id": "21869",
    "identity_basis": "class_number",
    "section_number": "018",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 15,
    "enrolled": 0,
    "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:1272:25859",
    "term_id": "1272",
    "source_section_id": "25859",
    "identity_basis": "class_number",
    "section_number": "019",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 15,
    "enrolled": 0,
    "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:1272:26559",
    "term_id": "1272",
    "source_section_id": "26559",
    "identity_basis": "class_number",
    "section_number": "006",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 15,
    "enrolled": 0,
    "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:1272:29114",
    "term_id": "1272",
    "source_section_id": "29114",
    "identity_basis": "class_number",
    "section_number": "014",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:29115",
    "term_id": "1272",
    "source_section_id": "29115",
    "identity_basis": "class_number",
    "section_number": "020",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:29116",
    "term_id": "1272",
    "source_section_id": "29116",
    "identity_basis": "class_number",
    "section_number": "021",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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:1272:30346",
    "term_id": "1272",
    "source_section_id": "30346",
    "identity_basis": "class_number",
    "section_number": "022",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "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:1272:35673",
    "term_id": "1272",
    "source_section_id": "35673",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 0,
    "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_bc0d5b07fc6949e71ebc00db",
    "source": "madgrades",
    "source_instructor_id": "2600892",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KENT PETERSON",
    "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": 3.997,
      "graded": 190,
      "counts": [
        189,
        1,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 38
    },
    "instructor_url": "/instructors/KENT_PETERSON--instructor_bc0d5b07fc6949e71ebc00db"
  },
  {
    "instructor_uid": "instructor_924977612c19b71dcb77254c",
    "source": "madgrades",
    "source_instructor_id": "743435",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES SHAW",
    "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": 3.976,
      "graded": 105,
      "counts": [
        101,
        3,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 17
    },
    "instructor_url": "/instructors/JAMES_SHAW--instructor_924977612c19b71dcb77254c"
  },
  {
    "instructor_uid": "instructor_f5d4acd73f17fd639543ed83",
    "source": "madgrades",
    "source_instructor_id": "4625056",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PETER MILLER",
    "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": 3.943,
      "graded": 928,
      "counts": [
        876,
        21,
        25,
        2,
        1,
        0,
        3
      ],
      "sections": 112
    },
    "instructor_url": "/instructors/PETER_MILLER--instructor_f5d4acd73f17fd639543ed83"
  },
  {
    "instructor_uid": "instructor_dfe84a7c4b11eefb5a545863",
    "source": "madgrades",
    "source_instructor_id": "382649",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CAROLYN KELLEY",
    "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": 3.946,
      "graded": 418,
      "counts": [
        382,
        28,
        7,
        1,
        0,
        0,
        0
      ],
      "sections": 88
    },
    "instructor_url": "/instructors/CAROLYN_KELLEY--instructor_dfe84a7c4b11eefb5a545863"
  },
  {
    "instructor_uid": "instructor_066d1fff14f390be8b02c1fd",
    "source": "madgrades",
    "source_instructor_id": "1662007",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ARTHUR RAINWATER",
    "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": 4,
      "graded": 349,
      "counts": [
        349,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 67
    },
    "instructor_url": "/instructors/ARTHUR_RAINWATER"
  },
  {
    "instructor_uid": "instructor_a26f8f4f4f38de0807940068",
    "source": "madgrades",
    "source_instructor_id": "3177070",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BARBARA SRAMEK",
    "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": 3.972,
      "graded": 442,
      "counts": [
        431,
        3,
        6,
        0,
        1,
        1,
        0
      ],
      "sections": 55
    },
    "instructor_url": "/instructors/BARBARA_SRAMEK--instructor_a26f8f4f4f38de0807940068"
  },
  {
    "instructor_uid": "instructor_394ca0147f50379bc2ade3d5",
    "source": "madgrades",
    "source_instructor_id": "3404302",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GEOFFREY BORMAN",
    "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": 3.99,
      "graded": 291,
      "counts": [
        285,
        6,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 73
    },
    "instructor_url": "/instructors/GEOFFREY_BORMAN--instructor_394ca0147f50379bc2ade3d5"
  },
  {
    "instructor_uid": "instructor_b87631fa4c2da12565fc6c50",
    "source": "madgrades",
    "source_instructor_id": "4111873",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JULIE UNDERWOOD",
    "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": 3.852,
      "graded": 263,
      "counts": [
        226,
        23,
        4,
        5,
        2,
        0,
        3
      ],
      "sections": 21
    },
    "instructor_url": "/instructors/JULIE_UNDERWOOD--instructor_b87631fa4c2da12565fc6c50"
  },
  {
    "instructor_uid": "instructor_01002e64fc2db72d3b7e78ce",
    "source": "madgrades",
    "source_instructor_id": "6314915",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANJALE WELTON",
    "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": 3.965,
      "graded": 71,
      "counts": [
        66,
        5,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 25
    },
    "instructor_url": "/instructors/ANJALE_WELTON--instructor_01002e64fc2db72d3b7e78ce"
  },
  {
    "instructor_uid": "instructor_13bafa7bf5d9661b43be3943",
    "source": "madgrades",
    "source_instructor_id": "572332",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SUZANNE ECKES",
    "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": 3.942,
      "graded": 326,
      "counts": [
        308,
        10,
        1,
        4,
        2,
        1,
        0
      ],
      "sections": 27
    },
    "instructor_url": "/instructors/SUZANNE_ECKES--instructor_13bafa7bf5d9661b43be3943"
  },
  {
    "instructor_uid": "instructor_6af11e2ef102b36b6e7680bd",
    "source": "madgrades",
    "source_instructor_id": "3473454",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MOLLIE MCQUILLAN",
    "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": 3.874,
      "graded": 170,
      "counts": [
        149,
        11,
        8,
        0,
        0,
        0,
        2
      ],
      "sections": 31
    },
    "instructor_url": "/instructors/MOLLIE_MCQUILLAN--instructor_6af11e2ef102b36b6e7680bd"
  },
  {
    "instructor_uid": "instructor_1edf950827c624dabf112ffb",
    "source": "enrollment",
    "source_instructor_id": "jimenezsoffa",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Sara Jimenez Soffa",
    "email": "JIMENEZSOFFA@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/SARA_JIMENEZ_SOFFA"
  },
  {
    "instructor_uid": "instructor_22d9020e92eec69b0ff5693a",
    "source": "enrollment",
    "source_instructor_id": "tmsalzman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tina Salzman",
    "email": "TMSALZMAN@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/TINA_SALZMAN"
  },
  {
    "instructor_uid": "instructor_2b448c330cf7bfb69ab4920a",
    "source": "enrollment",
    "source_instructor_id": "flopez5",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Francesca Lopez",
    "email": "FLOPEZ5@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/FRANCESCA_LOPEZ"
  },
  {
    "instructor_uid": "instructor_2eb611e62a70f46425447790",
    "source": "enrollment",
    "source_instructor_id": "ecrim",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Elton Crim",
    "email": "ECRIM@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/ELTON_CRIM"
  },
  {
    "instructor_uid": "instructor_466ceb1cb0cd58c9c5676d82",
    "source": "enrollment",
    "source_instructor_id": "xwang273",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Xueli Wang",
    "email": "XWANG273@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/XUELI_WANG"
  },
  {
    "instructor_uid": "instructor_54670e5e9711ee3d9896063b",
    "source": "enrollment",
    "source_instructor_id": "bjsramek",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Barbara Sramek",
    "email": "BJSRAMEK@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/BARBARA_SRAMEK"
  },
  {
    "instructor_uid": "instructor_6352c5fe45b92271ab30f995",
    "source": "enrollment",
    "source_instructor_id": "bburt3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Brian Burt",
    "email": "BRIAN.A.BURT@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/BRIAN_BURT"
  },
  {
    "instructor_uid": "instructor_6e7d34507a82ad4ed9b1666e",
    "source": "enrollment",
    "source_instructor_id": "klwilliams7",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Krystal Williams",
    "email": "KLWILLIAMS7@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/KRYSTAL_WILLIAMS"
  },
  {
    "instructor_uid": "instructor_757ddfed17920d4e51c65ae0",
    "source": "enrollment",
    "source_instructor_id": "pmmiller2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Peter Miller",
    "email": "PMMILLER2@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/PETER_MILLER"
  },
  {
    "instructor_uid": "instructor_9f5884a705afdd32851fa4c1",
    "source": "enrollment",
    "source_instructor_id": "rrhalverson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rich Halverson",
    "email": "HALVERSON@EDUCATION.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/RICH_HALVERSON"
  },
  {
    "instructor_uid": "instructor_aa4d1f876c743d9dec3fc763",
    "source": "enrollment",
    "source_instructor_id": "adwelton",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anjale Welton",
    "email": "ADWELTON@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/ANJALE_WELTON"
  },
  {
    "instructor_uid": "instructor_aade6fa3031982d174d6779b",
    "source": "enrollment",
    "source_instructor_id": "seeckes",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Suzanne Eckes",
    "email": "SEECKES@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/SUZANNE_ECKES"
  },
  {
    "instructor_uid": "instructor_add4d654947c11e177689d5e",
    "source": "enrollment",
    "source_instructor_id": "agrooms2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ain Grooms",
    "email": "AGROOMS2@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/AIN_GROOMS"
  },
  {
    "instructor_uid": "instructor_b0c2abf8235bf9b3f47ad63e",
    "source": "enrollment",
    "source_instructor_id": "mmcquillan",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mollie Mcquillan",
    "email": "MMCQUILLAN@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/MOLLIE_MCQUILLAN"
  },
  {
    "instructor_uid": "instructor_c375dd08c02615dea8387779",
    "source": "enrollment",
    "source_instructor_id": "arodgers4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Aireale Rodgers",
    "email": "ARODGERS4@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/AIREALE_RODGERS"
  },
  {
    "instructor_uid": "instructor_cb78a495fcdcce715795a4e3",
    "source": "enrollment",
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    "identity_status": "source_identified",
    "name": "Jing Yu",
    "email": "JING.YU@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/JING_YU"
  },
  {
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    "source": "enrollment",
    "source_instructor_id": "winklewagner",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rachelle Winkle-Wagner",
    "email": "WINKLEWAGNER@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/RACHELLE_WINKLE-WAGNER"
  },
  {
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    "source": "enrollment",
    "source_instructor_id": "ffernandez4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Frank Fernandez",
    "email": "FFERNANDEZ4@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/FRANK_FERNANDEZ"
  },
  {
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    "source": "enrollment",
    "source_instructor_id": "wli255",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Weijia Li",
    "email": "WLI255@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": 9,
      "quality": 5,
      "difficulty": 2.22,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:1863937",
      "source_url": "https://www.ratemyprofessors.com/professor/1863937",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:59:46.802052+00:00",
      "courses": {
        "course_7c0c74f49f945ac055d06d59": {
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        "course_e6a433e10d8ee27c9afee9ab": {
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          "difficulty": 1.75,
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        },
        "course_5373616868557a3a53929bb0": {
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        }
      },
      "bayesian_quality": 4.075645367963169,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/WEIJIA_LI"
  },
  {
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    "source_instructor_id": "cmsaldana",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Christopher Saldana",
    "email": "CMSALDANA@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/CHRISTOPHER_SALDANA"
  },
  {
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    "source": "enrollment",
    "source_instructor_id": "henry3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kevin Lawrence Henry",
    "email": "KEVIN.HENRY@WISC.EDU",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/KEVIN_LAWRENCE_HENRY"
  }
]
```

### grades

```json
[
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "KENT PETERSON"
    ],
    "a": 11,
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    "b": 0,
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    "total": 11,
    "source_aliases": [
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    ]
  },
  {
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1082",
    "term_name": "Fall 2007",
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    "source_aliases": [
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    ]
  },
  {
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "JAMES SHAW"
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  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1094",
    "term_name": "Spring 2009",
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  },
  {
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "KENT PETERSON"
    ],
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    "source_aliases": [
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    ]
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "KENT PETERSON",
      "Peter Miller"
    ],
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "CAROLYN KELLEY"
    ],
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  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
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  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "ARTHUR RAINWATER"
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      "ELPA 890"
    ]
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "ARTHUR RAINWATER"
    ],
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "ARTHUR RAINWATER",
      "CAROLYN KELLEY"
    ],
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "ARTHUR RAINWATER",
      "CAROLYN KELLEY"
    ],
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "ARTHUR RAINWATER"
    ],
    "a": 0,
    "ab": 0,
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    "source_aliases": [
      "ELPA 890"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Barbara Sramek"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
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    "satisfactory": 0,
    "unsatisfactory": 0,
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    "no_credit": 0,
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    "total": 0,
    "source_aliases": [
      "ELPA 890"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Barbara Sramek",
      "GEOFFREY BORMAN",
      "JULIE UNDERWOOD"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "other": 0,
    "total": 0,
    "source_aliases": [
      "ELPA 890"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Anjale Welton",
      "Suzanne Eckes"
    ],
    "a": 0,
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    "b": 0,
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    "no_credit": 0,
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    "source_aliases": [
      "ELPA 890"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Mollie Mcquillan"
    ],
    "a": 0,
    "ab": 0,
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    "no_credit": 0,
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    "source_aliases": [
      "ELPA 890"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Barbara Sramek"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
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    "c": 0,
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    "satisfactory": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
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    "other": 0,
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    "source_aliases": [
      "ELPA 890"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ELPA 890",
    "course_uid": "course_619c5fe81dc58e75a97be923",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Mollie Mcquillan"
    ],
    "a": 7,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
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    "f": 0,
    "satisfactory": 0,
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    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
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    "other": 0,
    "total": 7,
    "source_aliases": [
      "ELPA 890"
    ]
  }
]
```

### statistics

#### gpa

4

#### graded

18

#### counts

* 18
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_619c5fe81dc58e75a97be923-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_619c5fe81dc58e75a97be923-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_619c5fe81dc58e75a97be923-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_619c5fe81dc58e75a97be923-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_619c5fe81dc58e75a97be923-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_619c5fe81dc58e75a97be923-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

4

#### count

18

#### departments

| subject | comparison |
| ------- | ---------- |
| ELPA    |            |

### terms

#### 1074

##### term

1074

##### gpa

4

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| ELPA    |            |

#### 1254

##### term

1254

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| ELPA    |            |

### benchmarks

#### all

##### school

###### size

4813

###### gpa

3.6464725027568106

###### top Share

81.001521867766

###### count

151

##### ELPA

###### size

49

###### gpa

3.917361815209885

###### top Share

97.10126229141181

###### count

108

#### terms

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_bc0d5b07fc6949e71ebc00db",
    "name": "KENT PETERSON",
    "count": 11,
    "terms": [
      {
        "term": "1074",
        "count": 11,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_6af11e2ef102b36b6e7680bd",
    "name": "MOLLIE MCQUILLAN",
    "count": 7,
    "terms": [
      {
        "term": "1254",
        "count": 7,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
