# ME 429: Metal Cutting | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ME_429)

## 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
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* 1194
* 1192
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* 1182
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* 1172
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* 1162
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### 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

a8c54b73318bc6f23fb145a39ea0fe4d19db912258b4d18bf22214d0064adfdd

### course id

ME 429

### course uid

course\_5305d79bb20485d3960e403c

### catalog version id

48b7c5441325529d3143640161869e8c76c060ca147806379f08a0a4a69349ab

### course number

429

### subjects

* ME

### title

METAL CUTTING

### description

Theory and applications of metal cutting; basic principles; significant features of current research. Chip formation mechanics, three-dimensional machining operations, tool life and machinability, economics of metal removal, and precision engineering.

### requirements text

Senior standing and declared in Biomed, Biological Sys, Chemical, Civil, Computer, Electrical, Geological, Industrial, Mechanical or Nuclear Egr, Materials Sci & Egr, Egr Physics, Egr Mechanics, grad/professional standing or member of Egr Guest Students

### credits min

3

### credits max

3

### credit offering ids

* 1272:612:012028

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

dcfc57251c70f823f26ef8f2d8e5101fbb64876cc48678874d653158de374fdf

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ME 429 covers the theory and applications of metal cutting, including chip formation, machining operations, and precision engineering.

### llm topics

* Metal cutting
* Chip formation mechanics
* Three-dimensional machining operations
* Tool life and machinability
* Economics of metal removal
* Precision engineering

### llm skills

* Understanding metal cutting theory and applications
* Analyzing chip formation mechanics
* Understanding three-dimensional machining operations
* Evaluating tool life and machinability
* Assessing economics of metal removal
* Applying precision engineering principles

### llm assumed background

None recorded.

### llm search phrases

* metal cutting theory
* chip formation mechanics
* machining operations
* tool life machinability
* precision engineering

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

0deacee7ec37d6d4fd21be3ff4e30edd3e0c2473afba00eab7298609cd6622b2

#### course id

ME 429

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_4cdcc5fc9cd4c39f941ec6a3",
    "message": null,
    "name": "Sangkee Min",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2141391",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Sangkee Min",
            "review_date": "2018-12-11 12:37:06 +0000 UTC",
            "review_id": "954ff30932f921a81221657b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2141391",
            "source_review_id": "UmF0aW5nLTMwOTYzNDQy",
            "source_url": "https://www.ratemyprofessors.com/professor/2141391",
            "type": "review"
          },
          {
            "instructor_name": "Sangkee Min",
            "review_date": "2024-12-03 18:57:58 +0000 UTC",
            "review_id": "d10df3813d14e4aafe22850e",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2141391",
            "source_review_id": "UmF0aW5nLTQwMDgyNjU1",
            "source_url": "https://www.ratemyprofessors.com/professor/2141391",
            "type": "review"
          }
        ],
        "text": "Sangkee Min teaches ME 429 with a lecture-heavy approach that reviewers find engaging and participatory. He explains complex metal cutting concepts clearly using simple examples and stories, making difficult material understandable while encouraging student interaction."
      },
      {
        "citations": [
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        "text": "Recent recorded grades — Fall 2023: 3.67 GPA, 86.7% A/AB (n=15 letter grades); Fall 2024: 3.94 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 3.66 GPA, 87.5% A/AB (n=16 letter grades). Includes jointly taught sections."
      }
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  }
]
```

#### difficulty workload

Course materials are not very easy, but the instructor makes them understandable and focused on practical applications.

```json
{
  "citations": [
    {
      "instructor_name": "Sangkee Min",
      "review_date": "2024-12-03 18:57:58 +0000 UTC",
      "review_id": "d10df3813d14e4aafe22850e",
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      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "type": "review"
    }
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}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Sangkee Min delivers engaging, participatory lectures that make complex metal cutting concepts accessible through simple examples and humor.

```json
{
  "citations": [
    {
      "instructor_name": "Sangkee Min",
      "review_date": "2018-12-11 12:37:06 +0000 UTC",
      "review_id": "954ff30932f921a81221657b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2141391",
      "source_review_id": "UmF0aW5nLTMwOTYzNDQy",
      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "type": "review"
    },
    {
      "instructor_name": "Sangkee Min",
      "review_date": "2024-12-03 18:57:58 +0000 UTC",
      "review_id": "d10df3813d14e4aafe22850e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2141391",
      "source_review_id": "UmF0aW5nLTQwMDgyNjU1",
      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.67 GPA, 86.7% A/AB (n=15 letter grades); Fall 2024: 3.94 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 3.66 GPA, 87.5% A/AB (n=16 letter grades).

```json
{
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      },
      "table": "grades_latest",
      "term_id": "1262",
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  ]
}
```

#### student experience

Students appreciate Min's detailed explanations, willingness to reexplain topics, and the real-life knowledge gained from his lectures.

```json
{
  "citations": [
    {
      "instructor_name": "Sangkee Min",
      "review_date": "2018-12-11 12:37:06 +0000 UTC",
      "review_id": "954ff30932f921a81221657b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2141391",
      "source_review_id": "UmF0aW5nLTMwOTYzNDQy",
      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "type": "review"
    },
    {
      "instructor_name": "Sangkee Min",
      "review_date": "2024-12-03 18:57:58 +0000 UTC",
      "review_id": "d10df3813d14e4aafe22850e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2141391",
      "source_review_id": "UmF0aW5nLTQwMDgyNjU1",
      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

SANGKEE MIN is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3"
    ],
    "condition": null,
    "course": null,
    "evidence": "Senior standing and declared in Biomed, Biological Sys, Chemical, Civil, Computer, Electrical, Geological, Industrial, Mechanical or Nuclear Egr, Materials Sci & Egr, Egr Physics, Egr Mechanics, grad/professional standing or member of Egr Guest Students",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [
      "n4",
      "n5"
    ],
    "condition": null,
    "course": null,
    "evidence": "Senior standing and declared in Biomed, Biological Sys, Chemical, Civil, Computer, Electrical, Geological, Industrial, Mechanical or Nuclear Egr, Materials Sci & Egr, Egr Physics, Egr Mechanics, grad/professional standing or member of Egr Guest Students",
    "id": "n1",
    "kind": "all"
  },
  {
    "children": [],
    "condition": "grad/professional standing",
    "course": null,
    "evidence": "grad/professional standing",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "member of Egr Guest Students",
    "course": null,
    "evidence": "member of Egr Guest Students",
    "id": "n3",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Senior standing",
    "course": null,
    "evidence": "Senior standing",
    "id": "n4",
    "kind": "condition"
  },
  {
    "children": [
      "n6",
      "n7",
      "n8",
      "n9",
      "n10",
      "n11",
      "n12",
      "n13",
      "n14",
      "n15",
      "n16",
      "n17",
      "n18"
    ],
    "condition": null,
    "course": null,
    "evidence": "declared in Biomed, Biological Sys, Chemical, Civil, Computer, Electrical, Geological, Industrial, Mechanical or Nuclear Egr, Materials Sci & Egr, Egr Physics, Egr Mechanics",
    "id": "n5",
    "kind": "any"
  },
  {
    "children": [],
    "condition": "Biomed",
    "course": null,
    "evidence": "Biomed",
    "id": "n6",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Biological Sys",
    "course": null,
    "evidence": "Biological Sys",
    "id": "n7",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Chemical",
    "course": null,
    "evidence": "Chemical",
    "id": "n8",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Civil",
    "course": null,
    "evidence": "Civil",
    "id": "n9",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Computer",
    "course": null,
    "evidence": "Computer",
    "id": "n10",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Electrical",
    "course": null,
    "evidence": "Electrical",
    "id": "n11",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Geological",
    "course": null,
    "evidence": "Geological",
    "id": "n12",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Industrial",
    "course": null,
    "evidence": "Industrial",
    "id": "n13",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Mechanical",
    "course": null,
    "evidence": "Mechanical",
    "id": "n14",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Nuclear Egr",
    "course": null,
    "evidence": "Nuclear Egr",
    "id": "n15",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Materials Sci & Egr",
    "course": null,
    "evidence": "Materials Sci & Egr",
    "id": "n16",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Egr Physics",
    "course": null,
    "evidence": "Egr Physics",
    "id": "n17",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "Egr Mechanics",
    "course": null,
    "evidence": "Egr Mechanics",
    "id": "n18",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_4cdcc5fc9cd4c39f941ec6a3",
    "source": "enrollment",
    "source_instructor_id": "smin29",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Sangkee Min",
    "email": "SANGKEE.MIN@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": 4,
      "quality": 4.25,
      "difficulty": 3.75,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:2141391",
      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:07:26.777269+00:00",
      "courses": {
        "course_5305d79bb20485d3960e403c": {
          "review_count": 3,
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          "difficulty": 3.67,
          "quality_count": 3,
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      },
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      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/SANGKEE_MIN"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:612:012028",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1272",
    "source_course_id": "012028",
    "source_subject_id": "612",
    "title": "Metal Cutting",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27847",
    "term_id": "1272",
    "source_section_id": "27847",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 28,
    "enrolled": 18,
    "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
[
  {
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    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARVIN DEVRIES",
    "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": 3.531,
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        5,
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        0,
        0
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/MARVIN_DEVRIES"
  },
  {
    "instructor_uid": "instructor_8f75497f1ef58a0972fe0e01",
    "source": "madgrades",
    "source_instructor_id": "3669416",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FRANK PFEFFERKORN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 8,
      "quality": 3.75,
      "difficulty": 3.5,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:1064439",
      "source_url": "https://www.ratemyprofessors.com/professor/1064439",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:04.988895+00:00",
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      },
      "bayesian_quality": 3.6854898453904252,
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    },
    "grade_statistics": {
      "gpa": 3.639,
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    "instructor_url": "/instructors/FRANK_PFEFFERKORN--instructor_8f75497f1ef58a0972fe0e01"
  },
  {
    "instructor_uid": "instructor_b443eae13c68c8c375d29664",
    "source": "madgrades",
    "source_instructor_id": "5617581",
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    "identity_status": "source_identified",
    "name": "SANGKEE MIN",
    "email": null,
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      "match_basis": "exact_name",
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      },
      "bayesian_quality": 3.7580714862888294,
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    },
    "grade_statistics": {
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    "instructor_url": "/instructors/SANGKEE_MIN--instructor_b443eae13c68c8c375d29664"
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  {
    "instructor_uid": "instructor_47196cc5ced78448a260edef",
    "source": "madgrades",
    "source_instructor_id": "5885295",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADITYA NAGARAJ",
    "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": 3.689,
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    "instructor_url": "/instructors/ADITYA_NAGARAJ"
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  {
    "instructor_uid": "instructor_4cdcc5fc9cd4c39f941ec6a3",
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    "identity_status": "source_identified",
    "name": "Sangkee Min",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "profile_id": "rmp:2141391",
      "source_url": "https://www.ratemyprofessors.com/professor/2141391",
      "match_basis": "exact_name",
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]
```

### grades

```json
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    "term_name": "Fall 2007",
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    "term_name": "Fall 2008",
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  },
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    "term_name": "Fall 2009",
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    "term_name": "Fall 2010",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 6,
    "ab": 5,
    "b": 1,
    "bc": 1,
    "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": 13,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 8,
    "ab": 13,
    "b": 2,
    "bc": 0,
    "c": 2,
    "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": 25,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 4,
    "ab": 6,
    "b": 1,
    "bc": 1,
    "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": 12,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 5,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 5,
    "ab": 2,
    "b": 0,
    "bc": 1,
    "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": 8,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "ADITYA NAGARAJ",
      "Sangkee Min"
    ],
    "a": 7,
    "ab": 6,
    "b": 2,
    "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": 15,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 14,
    "ab": 2,
    "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": 16,
    "source_aliases": [
      "ME 429"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 429",
    "course_uid": "course_5305d79bb20485d3960e403c",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Sangkee Min"
    ],
    "a": 7,
    "ab": 7,
    "b": 2,
    "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": 16,
    "source_aliases": [
      "ME 429"
    ]
  }
]
```

### statistics

#### gpa

3.645

#### graded

341

#### counts

* 188
* 96
* 37
* 10
* 9
* 1
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5305d79bb20485d3960e403c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5305d79bb20485d3960e403c-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5305d79bb20485d3960e403c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5305d79bb20485d3960e403c-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_5305d79bb20485d3960e403c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_5305d79bb20485d3960e403c-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_5305d79bb20485d3960e403c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_5305d79bb20485d3960e403c-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5305d79bb20485d3960e403c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5305d79bb20485d3960e403c-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.6451612903225805

#### count

341

#### university

##### size

4052

##### gpa Percentile

42

##### count Percentile

67

##### median Count

177

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 325   | false   |
| 3.2–3.6 | 1159  | false   |
| 3.6–4.0 | 2557  | true    |

#### departments

```json
[
  {
    "subject": "ME",
    "comparison": {
      "size": 71,
      "gpaPercentile": 53,
      "countPercentile": 56,
      "medianCount": 293,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 27,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 37,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.409090909090909

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1082

##### term

1082

##### gpa

3.4285714285714284

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1092

##### term

1092

##### gpa

3.4791666666666665

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1102

##### term

1102

##### gpa

3.8260869565217392

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1112

##### term

1112

##### gpa

3.8333333333333335

##### count

33

##### university

###### size

805

###### gpa Percentile

87

###### count Percentile

7

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | false   |
| 3.6–4.0 | 225   | true    |

##### departments

```json
[
  {
    "subject": "ME",
    "comparison": {
      "size": 24,
      "gpaPercentile": 87,
      "countPercentile": 4,
      "medianCount": 50.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1122

##### term

1122

##### gpa

3.9

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1132

##### term

1132

##### gpa

3.611111111111111

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1142

##### term

1142

##### gpa

3.659090909090909

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1152

##### term

1152

##### gpa

3.586206896551724

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1172

##### term

1172

##### gpa

3.75

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1182

##### term

1182

##### gpa

3.6153846153846154

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1192

##### term

1192

##### gpa

3.5

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1202

##### term

1202

##### gpa

3.5416666666666665

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1212

##### term

1212

##### gpa

3.7222222222222223

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1222

##### term

1222

##### gpa

3.6875

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1242

##### term

1242

##### gpa

3.6666666666666665

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1252

##### term

1252

##### gpa

3.9375

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

#### 1262

##### term

1262

##### gpa

3.65625

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| ME      |            |

### benchmarks

#### all

##### school

###### size

4052

###### gpa

3.6533157020955076

###### top Share

81.45730675881232

###### count

177

##### ME

###### size

71

###### gpa

3.5823168318326006

###### top Share

77.05811168832376

###### count

293

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### ME

###### size

15

###### gpa

3.2495493891797147

###### top Share

54.02464895671306

###### count

93

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### ME

###### size

17

###### gpa

3.2408406200873086

###### top Share

55.81435066706851

###### count

68

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### ME

###### size

17

###### gpa

3.2438208716751173

###### top Share

55.650195662733246

###### count

76

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### ME

###### size

18

###### gpa

3.216402832027778

###### top Share

52.049435141781345

###### count

80.5

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### ME

###### size

24

###### gpa

3.2764146127585967

###### top Share

58.09996846831107

###### count

50.5

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### ME

###### size

20

###### gpa

3.246010724938265

###### top Share

53.6850827019987

###### count

61.5

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### ME

###### size

22

###### gpa

3.2759023030381442

###### top Share

55.48684555217185

###### count

60.5

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### ME

###### size

22

###### gpa

3.2509223940390553

###### top Share

56.81144579867853

###### count

73.5

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### ME

###### size

24

###### gpa

3.3808071075650745

###### top Share

62.5173811857505

###### count

68

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### ME

###### size

21

###### gpa

3.4471990844841205

###### top Share

67.66812128917704

###### count

89

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### ME

###### size

23

###### gpa

3.457465602596896

###### top Share

69.62313477557635

###### count

88

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### ME

###### size

25

###### gpa

3.466695235970762

###### top Share

68.51106643821986

###### count

77

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### ME

###### size

21

###### gpa

3.4785985760675224

###### top Share

69.95456644574271

###### count

96

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### ME

###### size

23

###### gpa

3.538085451005178

###### top Share

75.05280872206067

###### count

95

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### ME

###### size

28

###### gpa

3.5317658980245055

###### top Share

73.85244504654484

###### count

71.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ME

###### size

31

###### gpa

3.5460868086391497

###### top Share

75.80892567064664

###### count

107

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### ME

###### size

28

###### gpa

3.5912563782704816

###### top Share

76.82128204846178

###### count

116.5

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### ME

###### size

31

###### gpa

3.5621240602604693

###### top Share

74.89090043988932

###### count

99

## instructor Trends

```json
[
  {
    "uid": "instructor_8f75497f1ef58a0972fe0e01",
    "name": "FRANK PFEFFERKORN",
    "count": 172,
    "terms": [
      {
        "term": "1072",
        "count": 22,
        "sections": 1,
        "gpa": 3.409090909090909
      },
      {
        "term": "1082",
        "count": 28,
        "sections": 1,
        "gpa": 3.4285714285714284
      },
      {
        "term": "1112",
        "count": 33,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1122",
        "count": 20,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1132",
        "count": 18,
        "sections": 1,
        "gpa": 3.611111111111111
      },
      {
        "term": "1142",
        "count": 22,
        "sections": 1,
        "gpa": 3.659090909090909
      },
      {
        "term": "1152",
        "count": 29,
        "sections": 1,
        "gpa": 3.586206896551724
      }
    ]
  },
  {
    "uid": "instructor_b443eae13c68c8c375d29664",
    "name": "SANGKEE MIN",
    "count": 122,
    "terms": [
      {
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]
```

## following

None recorded.
