# EMA 599: Independent Study | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EMA_599)

## 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

8cbee2def8ef462c4005a541302279a91406fe4fffa6c93c836ccf12eb448c1c

### course id

EMA 599

### course uid

course\_7e13f25dceada9b9dd940cc3

### catalog version id

d825c64a65c024979fc01d4654a5c1580c263a1b0021b12977533041562fd749

### course number

599

### subjects

* EMA

### title

INDEPENDENT STUDY

### description

Directed study projects as arranged with instructor.

### requirements text

Consent of instructor

### credits min

1

### credits max

3

### credit offering ids

* 1272:346:006638

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

7dcf79f13276fbb899188a721956b13d42753cc953b2c75adefb961d9e786976

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

EMA 599 is an independent study course where students engage in directed projects arranged with an instructor.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* independent study
* directed study
* instructor consent
* individual research
* special topics

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

36a1bcc3f842170230b6d92efa2e8ae3237670aeb3cf9431f3a6d05c42794c45

#### course id

EMA 599

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_f3c7f01e2ddea8494533e828",
    "message": "No course-specific reviews available",
    "name": "Curt Bronkhorst",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2702661",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6af645032f8c4718065c7676",
    "message": "No course-specific reviews available",
    "name": "David Rothamer",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2315416",
    "summary": []
  },
  {
    "instructor_uid": "instructor_95f1193082497481f82af556",
    "message": "No course-specific reviews available",
    "name": "Douglas Carter",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_d6fc55a8df9d01f05734efc2",
    "message": "No course-specific reviews available",
    "name": "Jacob Notbohm",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2068851",
    "summary": []
  },
  {
    "instructor_uid": "instructor_5c642b241ad8ac767c280384",
    "message": "No course-specific reviews available",
    "name": "Jennifer Choy",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3029282",
    "summary": [
      {
        "citations": [
          {
            "course_id": "EMA 599",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 57,
            "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
            "source_record": {
              "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_3f7fdc93169278a516247401",
    "message": "No course-specific reviews available",
    "name": "Jennifer Franck",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2655714",
    "summary": [
      {
        "citations": [
          {
            "course_id": "EMA 599",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 58,
            "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
            "source_record": {
              "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=2 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_79529432848edcb30c04643c",
    "message": "No course-specific reviews available",
    "name": "Mario Trujillo",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1404148",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6e509a6b96634748748a23ae",
    "message": "No course-specific reviews available",
    "name": "Melih Eriten",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1941521",
    "summary": []
  },
  {
    "instructor_uid": "instructor_5869fa3bdce8c87a4a9bdd00",
    "message": "No course-specific reviews available",
    "name": "Mike Sracic",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_6f313699f32e721377b9433d",
    "message": "No course-specific reviews available",
    "name": "Pavana Prabhakar",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2802523",
    "summary": []
  },
  {
    "instructor_uid": "instructor_994004b866ca9034f4396840",
    "message": "No course-specific reviews available",
    "name": "Prateek Jaiswal",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_8ae483d6a159fe984cc6b267",
    "message": "No course-specific reviews available",
    "name": "Ramathasan Thevamaran",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2953123",
    "summary": [
      {
        "citations": [
          {
            "course_id": "EMA 599",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 56,
            "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
            "source_record": {
              "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 3.75 GPA, 100.0% A/AB (n=2 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_a82f107ccaa0f122b0c51bd4",
    "message": "No course-specific reviews available",
    "name": "Riccardo Bonazza",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1670491",
    "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 — Fall 2010: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Spring 2011: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2022: 3.93 GPA, 100.0% A/AB (n=7 letter grades).

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

CURT BRONKHORST is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 23,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

JACOB NOTBOHM is recorded teaching in Spring 2016, Fall 2016, Fall 2017, Spring 2018, Fall 2022, Spring 2023, Fall 2023, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 55,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 55,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 55,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 55,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

JENNIFER CHOY is recorded teaching in Spring 2019, Fall 2019, Fall 2021, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 57,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 57,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 57,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 57,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 57,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

JENNIFER FRANCK is recorded teaching in Fall 2020, Spring 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MARIO TRUJILLO is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

MELIH ERITEN is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

PAVANA PRABHAKAR is recorded teaching in Spring 2023, Fall 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 59,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

PRATEEK JAISWAL is recorded teaching in Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

RAMATHASAN THEVAMARAN is recorded teaching in Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 56,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

RICCARDO BONAZZA is recorded teaching in Spring 2007, Spring 2009, Spring 2012, Fall 2012, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017, Spring 2019, Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "EMA 599",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
      "source_record": {
        "entity_id": "969ed3d8-5455-3731-a4a8-62f83e128d79",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
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}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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

#### notes

None recorded.

#### root

n0

#### status

parsed

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      "prior_weight": 20
    },
    "instructor_url": "/instructors/RICCARDO_BONAZZA"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:346:006638",
    "course_id": "EMA 599",
    "course_uid": "course_7e13f25dceada9b9dd940cc3",
    "term_id": "1272",
    "source_course_id": "006638",
    "source_subject_id": "346",
    "title": "Independent Study",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:11954",
    "term_id": "1272",
    "source_section_id": "11954",
    "identity_basis": "class_number",
    "section_number": "009",
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    "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"
  },
  {
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    "section_uid": "uw-section:1272:18279",
    "term_id": "1272",
    "source_section_id": "18279",
    "identity_basis": "class_number",
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:20750",
    "term_id": "1272",
    "source_section_id": "20750",
    "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:1272:20895",
    "term_id": "1272",
    "source_section_id": "20895",
    "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:1272:20928",
    "term_id": "1272",
    "source_section_id": "20928",
    "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:1272:21893",
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    "end_date": "2026-12-09 06:00:00+00:00"
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  {
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  {
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    "section_uid": "uw-section:1272:30357",
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  {
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  {
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]
```

### grade instructors

```json
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```

### grades

```json
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  {
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      "Jennifer Franck",
      "RODERIC LAKES",
      "Ramathasan Thevamaran"
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      "Krishnan Suresh",
      "Pavana Prabhakar",
      "Riccardo Bonazza"
    ],
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      "MICHAEL SRACIC",
      "Mario Trujillo",
      "Ramathasan Thevamaran",
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    ],
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    "term_name": "Spring 2025",
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      "Jennifer Franck",
      "MICHAEL SRACIC",
      "Melih Eriten",
      "Prateek Jaiswal",
      "Ramathasan Thevamaran"
    ],
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      "Ramathasan Thevamaran"
    ],
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    "course_uid": "course_7e13f25dceada9b9dd940cc3",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "AARON NIMITYONGSKUL",
      "Franklin Miller",
      "Jennifer Franck",
      "MICHAEL SRACIC",
      "Pavana Prabhakar",
      "Prateek Jaiswal",
      "Ramathasan Thevamaran",
      "Thomas Breunung"
    ],
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    "source_aliases": [
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  }
]
```

### statistics

#### gpa

3.896

#### graded

24

#### counts

* 22
* 1
* 0
* 0
* 1
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7e13f25dceada9b9dd940cc3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7e13f25dceada9b9dd940cc3-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7e13f25dceada9b9dd940cc3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7e13f25dceada9b9dd940cc3-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7e13f25dceada9b9dd940cc3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7e13f25dceada9b9dd940cc3-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_41f152945ab88c15838c8f73",
    "name": "FREDERICK ELDER",
    "count": 16,
    "terms": [
      {
        "term": "1112",
        "count": 10,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1114",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_830f333698cb1bc32926e7f2",
    "name": "RAMATHASAN THEVAMARAN",
    "count": 2,
    "terms": [
      {
        "term": "1224",
        "count": 2,
        "sections": 1,
        "gpa": 3.75
      }
    ]
  },
  {
    "uid": "instructor_aa477cc542cd67fc0902e312",
    "name": "JENNIFER FRANCK",
    "count": 2,
    "terms": [
      {
        "term": "1224",
        "count": 2,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_ae4abfbc00f19ad7d2b7ce8a",
    "name": "RODERIC LAKES",
    "count": 2,
    "terms": [
      {
        "term": "1224",
        "count": 2,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_6e407a933c672b23526be5a3",
    "name": "JENNIFER CHOY",
    "count": 1,
    "terms": [
      {
        "term": "1224",
        "count": 1,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_70a2c5a23cfa8c58914c6566",
    "name": "MICHAEL EDWARD PLESHA",
    "count": 1,
    "terms": [
      {
        "term": "1072",
        "count": 1,
        "sections": 1,
        "gpa": 2
      }
    ]
  }
]
```

## following

None recorded.
