# MUSPERF 101: Beginning Class Piano | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MUSPERF_101)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

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

### built at

2026-09-10T23:19:01.870283+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

f5e3472b1b400531999a38159a71946cd9f21d0fff908ff0e84b1bd2abf7b948

### course id

MUSPERF 101

### course uid

course\_eef248e53575eca2049bd7f9

### catalog version id

9d344ab7454314ce557236b20814dbc8641e6f0a28a51b55ee14b9201a1b18ea

### course number

101

### subjects

* MUSPERF

### title

BEGINNING CLASS PIANO

### description

Group instruction in beginning piano.

### requirements text

Declared in the undergraduate Music program, Music: Performance BM, or Music: Education BM

### credits min

2

### credits max

2

### credit offering ids

* 1272:664:013296

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

9c4f0454d8f977018eac88190631ce04f0799141135dff2ada45ce41daabf4e9

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

BEGINNING CLASS PIANO provides group instruction in beginning piano.

### llm topics

* Piano fundamentals

### llm skills

* Beginning piano skills

### llm assumed background

None recorded.

### llm search phrases

* beginning piano instruction
* group piano class
* introductory music performance

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

7f9bd78449300b60f317d8e8ac08bbc48c0000855ca7ad1c88a8ed5addaf731b

#### course id

MUSPERF 101

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_38e0ba91d17ed6237503cad2",
    "message": "No course-specific reviews available",
    "name": "Jess Johnson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:953172",
    "summary": [
      {
        "citations": [
          {
            "course_id": "MUSPERF 101",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
            "source_record": {
              "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1202",
            "type": "grade"
          },
          {
            "course_id": "MUSPERF 101",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
            "source_record": {
              "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1212",
            "type": "grade"
          },
          {
            "course_id": "MUSPERF 101",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
            "source_record": {
              "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1212",
            "type": "grade"
          },
          {
            "course_id": "MUSPERF 101",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
            "source_record": {
              "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1222",
            "type": "grade"
          },
          {
            "course_id": "MUSPERF 101",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
            "source_record": {
              "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1222",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2019: 3.61 GPA, 88.9% A/AB (n=9 letter grades); Fall 2020: 3.95 GPA, 100.0% A/AB (n=19 letter grades); Fall 2021: 3.50 GPA, 83.3% A/AB (n=18 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_6022cb150d3b62d74366a401",
    "message": "No course-specific reviews available",
    "name": "Mateus Restani Furtado",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_c3f78fff57805f9a3f6bbfa0",
    "message": "No course-specific reviews available",
    "name": "Yimin Zhu",
    "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 — Fall 2024: 3.85 GPA, 91.9% A/AB (n=37 letter grades); Spring 2025: 3.78 GPA, 88.9% A/AB (n=9 letter grades); Fall 2025: 3.58 GPA, 84.6% A/AB (n=39 letter grades).

```json
{
  "citations": [
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
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    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

JESSICA JOHNSON is recorded teaching in Fall 2019, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "MUSPERF 101",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
      "source_record": {
        "entity_id": "85bc0c73-5251-3930-85ff-3790d12f6af0",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3"
    ],
    "condition": null,
    "course": null,
    "evidence": "Declared in the undergraduate Music program, Music: Performance BM, or Music: Education BM",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": "Declared in the undergraduate Music program",
    "course": null,
    "evidence": "Declared in the undergraduate Music program",
    "id": "n1",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Music: Performance BM",
    "course": null,
    "evidence": "Music: Performance BM",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Music: Education BM",
    "course": null,
    "evidence": "Music: Education BM",
    "id": "n3",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_38e0ba91d17ed6237503cad2",
    "source": "enrollment",
    "source_instructor_id": "jgjohnson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jess Johnson",
    "email": "JGJOHNSON@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": 1,
      "quality": 5,
      "difficulty": 5,
      "quality_count": 1,
      "difficulty_count": 1,
      "profile_id": "rmp:953172",
      "source_url": "https://www.ratemyprofessors.com/professor/953172",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:32:49.819486+00:00",
      "courses": {
        "course_22a1ec41f75976d920921cbd": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.7235102700443767,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/JESS_JOHNSON"
  },
  {
    "instructor_uid": "instructor_6022cb150d3b62d74366a401",
    "source": "enrollment",
    "source_instructor_id": "mfurtado2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Mateus Restani Furtado",
    "email": "MFURTADO2@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/MATEUS_RESTANI_FURTADO"
  },
  {
    "instructor_uid": "instructor_c3f78fff57805f9a3f6bbfa0",
    "source": "enrollment",
    "source_instructor_id": "zhu628",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Yimin Zhu",
    "email": "ZHU628@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/YIMIN_ZHU"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:664:013296",
    "course_id": "MUSPERF 101",
    "course_uid": "course_eef248e53575eca2049bd7f9",
    "term_id": "1272",
    "source_course_id": "013296",
    "source_subject_id": "664",
    "title": "Beginning Class Piano",
    "credits_min": 2,
    "credits_max": 2,
    "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:1272:15989",
    "term_id": "1272",
    "source_section_id": "15989",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LAB",
    "instruction_mode": "Classroom Instruction",
    "capacity": 12,
    "enrolled": 8,
    "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:1272:15994",
    "term_id": "1272",
    "source_section_id": "15994",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LAB",
    "instruction_mode": "Classroom Instruction",
    "capacity": 12,
    "enrolled": 12,
    "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:1272:22953",
    "term_id": "1272",
    "source_section_id": "22953",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "LAB",
    "instruction_mode": "Classroom Instruction",
    "capacity": 12,
    "enrolled": 8,
    "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:1272:30542",
    "term_id": "1272",
    "source_section_id": "30542",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "LAB",
    "instruction_mode": "Classroom Instruction",
    "capacity": 12,
    "enrolled": 9,
    "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_485ebee10d1b315a4f91d641",
    "source": "madgrades",
    "source_instructor_id": "3479814",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATIE JEAN LANZER",
    "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": 3.5,
      "graded": 8,
      "counts": [
        4,
        2,
        1,
        0,
        1,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/KATIE_JEAN_LANZER"
  },
  {
    "instructor_uid": "instructor_4d972ca0a883a61858e215b3",
    "source": "madgrades",
    "source_instructor_id": "4124445",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YOO RI HONG",
    "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": 3.774,
      "graded": 53,
      "counts": [
        32,
        18,
        3,
        0,
        0,
        0,
        0
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/YOO_RI_HONG"
  },
  {
    "instructor_uid": "instructor_86b2b0ce934503d3c6c87955",
    "source": "madgrades",
    "source_instructor_id": "3793946",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "QINGLAN CHEN",
    "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": 3.017,
      "graded": 30,
      "counts": [
        7,
        8,
        7,
        3,
        3,
        0,
        2
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/QINGLAN_CHEN"
  },
  {
    "instructor_uid": "instructor_417ed5a3b1af89ced6afe09c",
    "source": "madgrades",
    "source_instructor_id": "3949368",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KUI MIN",
    "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": 3.897,
      "graded": 34,
      "counts": [
        29,
        3,
        2,
        0,
        0,
        0,
        0
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/KUI_MIN--instructor_417ed5a3b1af89ced6afe09c"
  },
  {
    "instructor_uid": "instructor_a1f90a47abed2e9c2bd35e22",
    "source": "madgrades",
    "source_instructor_id": "4270765",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DOUGLAS MARTIN JURS",
    "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": 3.529,
      "graded": 68,
      "counts": [
        35,
        13,
        12,
        5,
        3,
        0,
        0
      ],
      "sections": 22
    },
    "instructor_url": "/instructors/DOUGLAS_MARTIN_JURS"
  },
  {
    "instructor_uid": "instructor_f4f2186aa949cf9985ae5071",
    "source": "madgrades",
    "source_instructor_id": "4269122",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ELISABETH MALCOLM",
    "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": 3.543,
      "graded": 58,
      "counts": [
        25,
        17,
        12,
        4,
        0,
        0,
        0
      ],
      "sections": 12
    },
    "instructor_url": "/instructors/ELISABETH_MALCOLM--instructor_f4f2186aa949cf9985ae5071"
  },
  {
    "instructor_uid": "instructor_06c1fae5c3a2e205266720d2",
    "source": "madgrades",
    "source_instructor_id": "4274232",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JONATHAN KUUSKOSKI",
    "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": 3.283,
      "graded": 23,
      "counts": [
        8,
        6,
        6,
        1,
        1,
        0,
        1
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/JONATHAN_KUUSKOSKI"
  },
  {
    "instructor_uid": "instructor_f805e07d50c66f9765d6b6a7",
    "source": "madgrades",
    "source_instructor_id": "3577789",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KA MAN NG",
    "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": 3.894,
      "graded": 66,
      "counts": [
        53,
        12,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 24
    },
    "instructor_url": "/instructors/KA_MAN_NG--instructor_f805e07d50c66f9765d6b6a7"
  },
  {
    "instructor_uid": "instructor_6a09b6d876946fdd0806ff8e",
    "source": "madgrades",
    "source_instructor_id": "4279013",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JIHUN CHO",
    "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": 3.643,
      "graded": 42,
      "counts": [
        21,
        12,
        9,
        0,
        0,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/JIHUN_CHO"
  },
  {
    "instructor_uid": "instructor_b571a3ac0e303a387b02f9f6",
    "source": "madgrades",
    "source_instructor_id": "4588110",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARGARET RUNAAS",
    "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": 3.875,
      "graded": 56,
      "counts": [
        46,
        6,
        4,
        0,
        0,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/MARGARET_RUNAAS--instructor_b571a3ac0e303a387b02f9f6"
  },
  {
    "instructor_uid": "instructor_4695f9f610693f713e9d0b86",
    "source": "madgrades",
    "source_instructor_id": "4725698",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SUNG HO YANG",
    "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": 3.602,
      "graded": 64,
      "counts": [
        27,
        31,
        4,
        0,
        1,
        0,
        1
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/SUNG_HO_YANG"
  },
  {
    "instructor_uid": "instructor_edffef408f5dd225550a85e7",
    "source": "madgrades",
    "source_instructor_id": "4891029",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HAZIM SUHADI",
    "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": 3.868,
      "graded": 57,
      "counts": [
        45,
        9,
        3,
        0,
        0,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/HAZIM_SUHADI--instructor_edffef408f5dd225550a85e7"
  },
  {
    "instructor_uid": "instructor_fc816ce557d9eaf094f03fab",
    "source": "madgrades",
    "source_instructor_id": "4890481",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DINO MULIC",
    "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": 3.829,
      "graded": 41,
      "counts": [
        31,
        7,
        2,
        1,
        0,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/DINO_MULIC--instructor_fc816ce557d9eaf094f03fab"
  },
  {
    "instructor_uid": "instructor_5b2f149a58831ea0f89f3092",
    "source": "madgrades",
    "source_instructor_id": "5012724",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YUSUKE KOMURA",
    "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": 3.705,
      "graded": 39,
      "counts": [
        23,
        11,
        4,
        0,
        1,
        0,
        0
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/YUSUKE_KOMURA"
  },
  {
    "instructor_uid": "instructor_e0ffb2b4d0e0881c1c8e0188",
    "source": "madgrades",
    "source_instructor_id": "5173373",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "OXANA KHRAMOVA",
    "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": 3.491,
      "graded": 54,
      "counts": [
        22,
        15,
        12,
        4,
        1,
        0,
        0
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/OXANA_KHRAMOVA--instructor_e0ffb2b4d0e0881c1c8e0188"
  },
  {
    "instructor_uid": "instructor_2e04ce4b5a6a44e19d704be3",
    "source": "madgrades",
    "source_instructor_id": "5145798",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ZIJIN YAO",
    "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": 3.633,
      "graded": 15,
      "counts": [
        8,
        4,
        2,
        1,
        0,
        0,
        0
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/ZIJIN_YAO"
  },
  {
    "instructor_uid": "instructor_7fb51fba31b421b1b0e4f11b",
    "source": "madgrades",
    "source_instructor_id": "5012621",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YANA GROVES",
    "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": 3.542,
      "graded": 12,
      "counts": [
        5,
        4,
        2,
        1,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/YANA_GROVES--instructor_7fb51fba31b421b1b0e4f11b"
  },
  {
    "instructor_uid": "instructor_ad53bd756eefbb33c50b8e4b",
    "source": "madgrades",
    "source_instructor_id": "5330857",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KYLE JOHNSON",
    "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": 3.392,
      "graded": 65,
      "counts": [
        24,
        21,
        11,
        4,
        4,
        0,
        1
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/KYLE_JOHNSON--instructor_ad53bd756eefbb33c50b8e4b"
  },
  {
    "instructor_uid": "instructor_6490d78792f5edffd9ec327d",
    "source": "madgrades",
    "source_instructor_id": "5522571",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LEAH KANG",
    "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": 3.639,
      "graded": 61,
      "counts": [
        31,
        18,
        10,
        2,
        0,
        0,
        0
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/LEAH_KANG"
  },
  {
    "instructor_uid": "instructor_d29574f2a7ebfef066a68841",
    "source": "madgrades",
    "source_instructor_id": "4487320",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VIET ANH ERIC TRAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.962,
      "graded": 79,
      "counts": [
        74,
        4,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/VIET_ANH_ERIC_TRAN--instructor_d29574f2a7ebfef066a68841"
  },
  {
    "instructor_uid": "instructor_b17cf63578a72e355e011324",
    "source": "madgrades",
    "source_instructor_id": "5898916",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL MESSER",
    "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": 3.603,
      "graded": 34,
      "counts": [
        22,
        6,
        0,
        3,
        3,
        0,
        0
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/MICHAEL_MESSER--instructor_b17cf63578a72e355e011324"
  },
  {
    "instructor_uid": "instructor_3c4017180084792b921c304e",
    "source": "madgrades",
    "source_instructor_id": "6090461",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YOO MIN LEE",
    "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": 3.707,
      "graded": 174,
      "counts": [
        120,
        35,
        10,
        3,
        2,
        1,
        3
      ],
      "sections": 37
    },
    "instructor_url": "/instructors/YOO_MIN_LEE"
  },
  {
    "instructor_uid": "instructor_5d8730800cfabb381fecf607",
    "source": "madgrades",
    "source_instructor_id": "6088607",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "IASON GIAGTZOGLOU",
    "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": 3.827,
      "graded": 55,
      "counts": [
        40,
        11,
        4,
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        0,
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      ],
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    },
    "instructor_url": "/instructors/IASON_GIAGTZOGLOU--instructor_5d8730800cfabb381fecf607"
  },
  {
    "instructor_uid": "instructor_d9ccd54228fb25803da6bc09",
    "source": "madgrades",
    "source_instructor_id": "3289523",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JESSICA JOHNSON",
    "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": 3.784,
      "graded": 141,
      "counts": [
        111,
        18,
        6,
        3,
        0,
        1,
        2
      ],
      "sections": 297
    },
    "instructor_url": "/instructors/JESSICA_JOHNSON"
  },
  {
    "instructor_uid": "instructor_90217d3d04a67161b72c74f9",
    "source": "madgrades",
    "source_instructor_id": "6213121",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANGELOS NTAIS",
    "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": 3.979,
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      "counts": [
        23,
        1,
        0,
        0,
        0,
        0,
        0
      ],
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]
```

### grades

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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MUSPERF 101",
    "course_uid": "course_eef248e53575eca2049bd7f9",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "ALEXANDRA FLINT",
      "CARMEN LEMOS GONZALEZ",
      "MINHA JEON",
      "Matthew Driver"
    ],
    "a": 30,
    "ab": 3,
    "b": 1,
    "bc": 2,
    "c": 0,
    "d": 1,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "MUSPERF 101"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MUSPERF 101",
    "course_uid": "course_eef248e53575eca2049bd7f9",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "ALEXANDRA FLINT",
      "CARMEN LEMOS GONZALEZ"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "MUSPERF 101"
    ]
  }
]
```

### statistics

#### gpa

3.669

#### graded

531

#### counts

* 343
* 109
* 47
* 14
* 8
* 3
* 7

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_eef248e53575eca2049bd7f9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_eef248e53575eca2049bd7f9-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_eef248e53575eca2049bd7f9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_eef248e53575eca2049bd7f9-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_eef248e53575eca2049bd7f9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_eef248e53575eca2049bd7f9-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_eef248e53575eca2049bd7f9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_eef248e53575eca2049bd7f9-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
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    "uid": "instructor_76b00a4e33587bc91052b779",
    "name": "SARAH PRESCOTT",
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    "terms": [
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        "sections": 3,
        "gpa": 3.923076923076923
      },
      {
        "term": "1252",
        "count": 37,
        "sections": 4,
        "gpa": 3.8513513513513513
      },
      {
        "term": "1254",
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        "sections": 1,
        "gpa": 3.7777777777777777
      }
    ]
  },
  {
    "uid": "instructor_7a8584489484ce3858e1149a",
    "name": "MINHA JEON",
    "count": 54,
    "terms": [
      {
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        "count": 19,
        "sections": 2,
        "gpa": 3.9210526315789473
      },
      {
        "term": "1252",
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        "sections": 2,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1262",
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        "sections": 2,
        "gpa": 3.6
      }
    ]
  },
  {
    "uid": "instructor_3c4017180084792b921c304e",
    "name": "YOO MIN LEE",
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    "terms": [
      {
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      },
      {
        "term": "1202",
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      },
      {
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      }
    ]
  },
  {
    "uid": "instructor_d9ccd54228fb25803da6bc09",
    "name": "JESSICA JOHNSON",
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      },
      {
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      },
      {
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      }
    ]
  },
  {
    "uid": "instructor_828671eb617702fefc580526",
    "name": "ALEXANDRA FLINT",
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  {
    "uid": "instructor_e0ffb2b4d0e0881c1c8e0188",
    "name": "OXANA KHRAMOVA",
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  {
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    "name": "MARGARET RUNAAS",
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  },
  {
    "uid": "instructor_5d8730800cfabb381fecf607",
    "name": "IASON GIAGTZOGLOU",
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      {
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  {
    "uid": "instructor_f4f2186aa949cf9985ae5071",
    "name": "ELISABETH MALCOLM",
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    "name": "CHANGYUE LIU",
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  {
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  {
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  {
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  {
    "uid": "instructor_7b57521e9415fc30583d807e",
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    "terms": [
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  {
    "uid": "instructor_ad53bd756eefbb33c50b8e4b",
    "name": "KYLE JOHNSON",
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    "terms": [
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      {
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  },
  {
    "uid": "instructor_7fb51fba31b421b1b0e4f11b",
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  {
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  },
  {
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  },
  {
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    "name": "MATTHEW DRIVER",
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    "terms": [
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  },
  {
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  {
    "uid": "instructor_fc816ce557d9eaf094f03fab",
    "name": "DINO MULIC",
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  {
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  {
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    "terms": [
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    ]
  },
  {
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    "name": "YING WANG",
    "count": 8,
    "terms": [
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  },
  {
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    "terms": [
      {
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        "gpa": 2.9166666666666665
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    ]
  }
]
```

## following

| code        | title                 |
| ----------- | --------------------- |
| MUSPERF 102 | BEGINNING CLASS PIANO |
