# Esther Kang — Courses & Reviews | UW–Madison

[View on UW Courses](https://uwcourses.com/instructors/ESTHER_KANG)

## 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
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* 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    |

## instructor

### instructor uid

instructor\_da4c8d5994133d212a962aa4

### source

enrollment

### source instructor id

eykang2

### identity basis

netid

### identity status

source\_identified

### name

Esther Kang

### email

EYKANG2\@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

3

#### difficulty

1

#### quality count

1

#### difficulty count

1

#### profile id

rmp:3159540

#### source url

<https://www.ratemyprofessors.com/professor/3159540>

#### match basis

exact\_name

#### observed at

2026-09-07 16:40:13.388896+00:00

#### courses

##### course 3e9352ebac5f44810b182d3c

###### review count

1

###### quality

3

###### difficulty

1

###### quality count

1

###### difficulty count

1

#### bayesian quality

3.6282721748062814

#### prior mean

3.6596857835465957

#### prior weight

20

### current

true

### courses

| course\_uid                      | course\_id    | title                              | credits\_min | credits\_max | gpa   |
| -------------------------------- | ------------- | ---------------------------------- | ------------ | ------------ | ----- |
| course\_2b3a44661243de208cb800d2 | DS 999        | INDEPENDENT STUDY                  | 1            | 3            | 3.957 |
| course\_c679a761eb25bd4c99679ea0 | DS/GENBUS 240 | HUMAN-CENTERED DESIGN AND BUSINESS | 2            | 2            | 3.753 |
| course\_fc729bab4d551fb9e2010d97 | DS 299        | INDEPENDENT STUDY                  | 1            | 3            |       |

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### instructor url

/instructors/ESTHER\_KANG

## history

| term | course\_uid                      | course\_id    | title                              |
| ---- | -------------------------------- | ------------- | ---------------------------------- |
| 1272 | course\_fc729bab4d551fb9e2010d97 | DS 299        | INDEPENDENT STUDY                  |
| 1272 | course\_2b3a44661243de208cb800d2 | DS 999        | INDEPENDENT STUDY                  |
| 1272 | course\_c679a761eb25bd4c99679ea0 | DS/GENBUS 240 | HUMAN-CENTERED DESIGN AND BUSINESS |

## timeline

| term | courses |
| ---- | ------- |
| 1272 | 3       |

## term

1272

## courses

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        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.85 GPA across 186 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.",
        "sources": [
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "27bdec3f-28c6-38b9-8c3f-9bcfcca99dc5",
            "source_record": {
              "entity_id": "27bdec3f-28c6-38b9-8c3f-9bcfcca99dc5",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "DS/GENBUS 240",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "27bdec3f-28c6-38b9-8c3f-9bcfcca99dc5",
            "source_record": {
              "entity_id": "27bdec3f-28c6-38b9-8c3f-9bcfcca99dc5",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=45 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=94 letter grades); Spring 2026: 3.97 GPA, 98.9% A/AB (n=95 letter grades). Includes jointly taught sections."
      },
      "reviewFiles": []
    }
  }
]
```

## reviews

### items

```json
[
  {
    "observed_at": "2026-09-07 16:40:13.388896+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyOTg3MjY1",
    "source_instructor_id": "rmp:3159540",
    "instructor_name": "Esther Kang",
    "course_label": "DS120",
    "course_id": "DS 120",
    "course_uid": "course_3e9352ebac5f44810b182d3c",
    "review_date": "2026-04-30 20:42:32 +0000 UTC",
    "comment": "Esther is definitely a good teacher, the content of DS120 is just so boring that it doesn't help her. Her voice is very soft, and combined with the lecture content and 8:50 class time, it's a bit hard to stay awake. Three pretty easy projects and weekly quizzes on the lecture content, not too bad, but a good amount of work for a 100 level class.",
    "source_url": "https://www.ratemyprofessors.com/professor/3159540",
    "quality_rating": 3,
    "difficulty_rating": 1
  }
]
```

### total

1

### page

1

### courses

| course\_uid                      | course\_id |
| -------------------------------- | ---------- |
| course\_3e9352ebac5f44810b182d3c | DS 120     |

### matched

true

## social Image

true