# MS\&E/NE 423: Nuclear Engineering Materials | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MS%26E_NE_423)

## 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

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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
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| 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    |
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| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
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| 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   |
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| 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    |
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| GEN\&WS   | 145   |
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| GENECSLR  | 17    |
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| 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    |
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| LITTRANS  | 78    |
| LSC       | 52    |
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| 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

453185870adb3ccf55f442bcbe3726d6f033d300b7075a813f12fa3e0c6bb4f5

### course id

MS\&E/NE 423

### course uid

course\_b6065407ce6d9a3482a0e535

### catalog version id

c0fdb50a4c849b0a195997fc9ccbf676ddaf25fbe6cd350e41decd2739408582

### course number

423

### subjects

* MS\&E
* NE

### title

NUCLEAR ENGINEERING MATERIALS

### description

Fundamentals of fuel and cladding behavior in terms of thermal properties, chemical behavior and radiation damage.

### requirements text

M S & E 350or351, graduate/professional standing, or member of Engineering Guest Students

### credits min

3

### credits max

3

### credit offering ids

* 1272:636:012646
* 1272:684:012646

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

f0709406ffc3d27d9b471cafa888d10d4ced8d85928cf1bea13b2de67151e194

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Nuclear Engineering Materials covers the fundamentals of fuel and cladding behavior, focusing on thermal, chemical, and radiation damage properties.

### llm topics

* Thermal properties, chemical behavior, and radiation damage in nuclear materials.

### llm skills

* Analyze fuel and cladding behavior regarding thermal, chemical, and radiation properties.

### llm assumed background

* Fundamentals of materials science, including structure-property relationships, phase equilibria, and mechanical behavior.

### llm search phrases

* nuclear materials fuel cladding
* fuel behavior thermal properties
* radiation damage materials
* MS\&E 423 nuclear engineering

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

ab4ceb5ad9868cacf836abd68a3849fe4bd032c01a21b99da2e2ead518be27a1

#### course id

MS\&E/NE 423

#### current instructors

```json
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    "message": "No course-specific reviews available",
    "name": "Charles Hirst",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3057878",
    "summary": [
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        ],
        "text": "Recent recorded grades — Fall 2025: 3.35 GPA, 67.4% A/AB (n=43 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Adrien Couet: The course involves a non-trivial amount of work; students must be prepared to treat it as a four-credit course and put in effort outside of class to learn the material.

```json
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}
```

#### errors

None recorded.

#### historical context

Historical reviews of Adrien Couet: Charles Hirst is the current instructor, but all reviews concern Adrien Couet. Couet is described as an expert who supports students, though some find his lectures disjointed and his grading harsh. Reviews disagree on his teaching style, with some calling him rude and others praising his dedication.

```json
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    },
    {
      "instructor_name": "Adrien Couet",
      "review_date": "2020-12-20 07:55:17 +0000 UTC",
      "review_id": "1bc04f36f37cc155ff36e1d7",
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      "review_date": "2023-04-16 05:06:04 +0000 UTC",
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    {
      "instructor_name": "Adrien Couet",
      "review_date": "2023-04-16 05:21:37 +0000 UTC",
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    {
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      "review_date": "2023-10-16 17:56:42 +0000 UTC",
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  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Adrien Couet: Recent reviews praise Adrien Couet as an excellent, knowledgeable, and supportive teacher who offers interesting material, though the course is demanding and requires significant student autonomy.

```json
{
  "citations": [
    {
      "instructor_name": "Adrien Couet",
      "review_date": "2021-03-18 02:40:56 +0000 UTC",
      "review_id": "6997b5797966216f79a590d7",
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    {
      "instructor_name": "Adrien Couet",
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    {
      "instructor_name": "Adrien Couet",
      "review_date": "2023-04-16 05:21:37 +0000 UTC",
      "review_id": "5baf8369858e82f801f0afca",
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    },
    {
      "instructor_name": "Adrien Couet",
      "review_date": "2023-04-18 15:47:36 +0000 UTC",
      "review_id": "f5351fc24fd283a8d3396b50",
      "run_id": "20260907T155543-ce3781c4",
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      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.33 GPA, 63.0% A/AB (n=27 letter grades); Fall 2024: 3.31 GPA, 70.4% A/AB (n=27 letter grades); Fall 2025: 3.35 GPA, 67.4% A/AB (n=43 letter grades).

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#### student experience

Historical reviews highlight significant frustration with exam conditions, specifically the lack of an equation sheet and unclear assignments, alongside complaints about disjointed lectures and harsh grading.

```json
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      "instructor_name": "Adrien Couet",
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    {
      "instructor_name": "Adrien Couet",
      "review_date": "2017-08-14 22:54:40 +0000 UTC",
      "review_id": "0d81829215c55f2d855dc12d",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2238221",
      "source_review_id": "UmF0aW5nLTI4NjE0MzA1",
      "source_url": "https://www.ratemyprofessors.com/professor/2238221",
      "type": "review"
    },
    {
      "instructor_name": "Adrien Couet",
      "review_date": "2018-10-22 11:36:20 +0000 UTC",
      "review_id": "0643aea15c134ecfa15e8c28",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2238221",
      "source_review_id": "UmF0aW5nLTMwNTk0NzM0",
      "source_url": "https://www.ratemyprofessors.com/professor/2238221",
      "type": "review"
    },
    {
      "instructor_name": "Adrien Couet",
      "review_date": "2020-12-20 07:55:17 +0000 UTC",
      "review_id": "1bc04f36f37cc155ff36e1d7",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2238221",
      "source_review_id": "UmF0aW5nLTM0MTU1Njgw",
      "source_url": "https://www.ratemyprofessors.com/professor/2238221",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ADRIEN COUET is recorded teaching in Fall 2016, Fall 2018, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MS&E/NE 423",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
      "source_record": {
        "entity_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "MS&E/NE 423",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
      "source_record": {
        "entity_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "MS&E/NE 423",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
      "source_record": {
        "entity_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

CHARLIE HIRST is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MS&E/NE 423",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
      "source_record": {
        "entity_id": "f28a65cc-91e6-3331-bd87-d8391934ed90",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "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": "M S & E 350or351, graduate/professional standing, or member of Engineering Guest Students",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [
      "n4",
      "n5"
    ],
    "condition": null,
    "course": null,
    "evidence": "M S & E 350or351",
    "id": "n1",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 350,
      "minimum_grade": null,
      "subjects": [
        "MS&E"
      ],
      "timing": "prior"
    },
    "evidence": "M S & E 350",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 351,
      "minimum_grade": null,
      "subjects": [
        "MS&E"
      ],
      "timing": "prior"
    },
    "evidence": "351",
    "id": "n5",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "member of Engineering Guest Students",
    "course": null,
    "evidence": "member of Engineering Guest Students",
    "id": "n3",
    "kind": "condition"
  }
]
```

#### notes

* Requirements text contains merged spaces (e.g., 'M S & E 350or351'); parsed as distinct conditions based on context.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_697bfac1af18c25b63afe35d",
    "source": "enrollment",
    "source_instructor_id": "cahirst",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Charles Hirst",
    "email": "CAHIRST@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": 2,
      "quality": 5,
      "difficulty": 4,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3057878",
      "source_url": "https://www.ratemyprofessors.com/professor/3057878",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:47:05.735606+00:00",
      "courses": {
        "course_357e5ceed1d47248886bd716": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.781532530496905,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CHARLES_HIRST"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:636:012646",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1272",
    "source_course_id": "012646",
    "source_subject_id": "636",
    "title": "Nuclear Engineering Materials",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:684:012646",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1272",
    "source_course_id": "012646",
    "source_subject_id": "684",
    "title": "Nuclear Engineering Materials",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21517",
    "term_id": "1272",
    "source_section_id": "21517",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 48,
    "enrolled": 6,
    "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:1272:21470",
    "term_id": "1272",
    "source_section_id": "21470",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 48,
    "enrolled": 27,
    "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_0354d3d1b923f6a49a55a8ba",
    "source": "madgrades",
    "source_instructor_id": "402185",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TODD ALLEN",
    "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": 3.264,
      "graded": 296,
      "counts": [
        69,
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        28,
        11,
        1,
        1
      ],
      "sections": 69
    },
    "instructor_url": "/instructors/TODD_ALLEN"
  },
  {
    "instructor_uid": "instructor_21d6f3deb14cf242b8ddcbcd",
    "source": "madgrades",
    "source_instructor_id": "1075290",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KUMAR SRIDHARAN",
    "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": 3.605,
      "graded": 200,
      "counts": [
        94,
        70,
        30,
        4,
        0,
        0,
        2
      ],
      "sections": 108
    },
    "instructor_url": "/instructors/KUMAR_SRIDHARAN--instructor_21d6f3deb14cf242b8ddcbcd"
  },
  {
    "instructor_uid": "instructor_cdbb758268e9bde785e11197",
    "source": "madgrades",
    "source_instructor_id": "2602137",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES P BLANCHARD",
    "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": 3.341,
      "graded": 688,
      "counts": [
        282,
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        20,
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      ],
      "sections": 74
    },
    "instructor_url": "/instructors/JAMES_P_BLANCHARD--instructor_cdbb758268e9bde785e11197"
  },
  {
    "instructor_uid": "instructor_959f80f277c5a908f63c4f5d",
    "source": "madgrades",
    "source_instructor_id": "5600023",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ADRIEN COUET",
    "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": 10,
      "quality": 3.8,
      "difficulty": 3.8,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2238221",
      "source_url": "https://www.ratemyprofessors.com/professor/2238221",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:57:32.345754+00:00",
      "courses": {
        "course_b6065407ce6d9a3482a0e535": {
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        }
      },
      "bayesian_quality": 3.7064571890310636,
      "prior_mean": 3.6596857835465957,
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    "grade_statistics": {
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      "counts": [
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      ],
      "sections": 96
    },
    "instructor_url": "/instructors/ADRIEN_COUET--instructor_959f80f277c5a908f63c4f5d"
  },
  {
    "instructor_uid": "instructor_617c497552f8cdc9e35f7acf",
    "source": "madgrades",
    "source_instructor_id": "6242092",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YONGFENG ZHANG",
    "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": 3.343,
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      "counts": [
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        0
      ],
      "sections": 43
    },
    "instructor_url": "/instructors/YONGFENG_ZHANG--instructor_617c497552f8cdc9e35f7acf"
  },
  {
    "instructor_uid": "instructor_37b5992e57d4feda73b6cac5",
    "source": "madgrades",
    "source_instructor_id": "6680110",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHARLIE HIRST",
    "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": {
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      "quality": 2.5,
      "difficulty": 4.25,
      "quality_count": 16,
      "difficulty_count": 16,
      "profile_id": "rmp:3057874",
      "source_url": "https://www.ratemyprofessors.com/professor/3057874",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:49:41.844538+00:00",
      "courses": {
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          "difficulty": 3.6,
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        },
        "course_357e5ceed1d47248886bd716": {
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        }
      },
      "bayesian_quality": 3.1442698797481086,
      "prior_mean": 3.6596857835465957,
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    },
    "grade_statistics": {
      "gpa": 3.467,
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      "counts": [
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    },
    "instructor_url": "/instructors/CHARLIE_HIRST"
  },
  {
    "instructor_uid": "instructor_697bfac1af18c25b63afe35d",
    "source": "enrollment",
    "source_instructor_id": "cahirst",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Charles Hirst",
    "email": "CAHIRST@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": {
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      "difficulty_count": 2,
      "profile_id": "rmp:3057878",
      "source_url": "https://www.ratemyprofessors.com/professor/3057878",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:47:05.735606+00:00",
      "courses": {
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        }
      },
      "bayesian_quality": 3.781532530496905,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CHARLES_HIRST"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "TODD ALLEN"
    ],
    "a": 10,
    "ab": 9,
    "b": 5,
    "bc": 3,
    "c": 3,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
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    "passed": 0,
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    "not_reported": 0,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Kumar Sridharan",
      "TODD ALLEN"
    ],
    "a": 4,
    "ab": 3,
    "b": 13,
    "bc": 4,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "TODD ALLEN"
    ],
    "a": 7,
    "ab": 8,
    "b": 12,
    "bc": 3,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 31,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "TODD ALLEN"
    ],
    "a": 7,
    "ab": 4,
    "b": 20,
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    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
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    "not_reported": 0,
    "other": 0,
    "total": 35,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "JAMES P BLANCHARD"
    ],
    "a": 19,
    "ab": 3,
    "b": 9,
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    "c": 1,
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    "satisfactory": 0,
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    "credit": 0,
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    "passed": 0,
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    "other": 0,
    "total": 36,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "Adrien Couet"
    ],
    "a": 3,
    "ab": 9,
    "b": 8,
    "bc": 4,
    "c": 2,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 28,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Adrien Couet"
    ],
    "a": 3,
    "ab": 6,
    "b": 6,
    "bc": 4,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Adrien Couet"
    ],
    "a": 4,
    "ab": 10,
    "b": 10,
    "bc": 1,
    "c": 4,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 31,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Yongfeng Zhang"
    ],
    "a": 2,
    "ab": 8,
    "b": 7,
    "bc": 1,
    "c": 2,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Yongfeng Zhang"
    ],
    "a": 5,
    "ab": 14,
    "b": 6,
    "bc": 1,
    "c": 1,
    "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": 27,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Yongfeng Zhang"
    ],
    "a": 3,
    "ab": 14,
    "b": 8,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 28,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Yongfeng Zhang"
    ],
    "a": 5,
    "ab": 14,
    "b": 5,
    "bc": 1,
    "c": 1,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 27,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MS&E/NE 423",
    "course_uid": "course_b6065407ce6d9a3482a0e535",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Charles Hirst"
    ],
    "a": 2,
    "ab": 27,
    "b": 13,
    "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": 43,
    "source_aliases": [
      "MS&E/NE 423"
    ]
  }
]
```

### statistics

#### gpa

3.217

#### graded

382

#### counts

* 74
* 129
* 122
* 31
* 17
* 4
* 5

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b6065407ce6d9a3482a0e535-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b6065407ce6d9a3482a0e535-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b6065407ce6d9a3482a0e535-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b6065407ce6d9a3482a0e535-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_b6065407ce6d9a3482a0e535-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_b6065407ce6d9a3482a0e535-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b6065407ce6d9a3482a0e535-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b6065407ce6d9a3482a0e535-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b6065407ce6d9a3482a0e535-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b6065407ce6d9a3482a0e535-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.217277486910995

#### count

382

#### university

##### size

3864

##### gpa Percentile

8

##### count Percentile

74

##### median Count

151

##### 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 | 5     | false   |
| 2.8–3.2 | 295   | false   |
| 3.2–3.6 | 1069  | true    |
| 3.6–4.0 | 2494  | false   |

#### departments

```json
[
  {
    "subject": "MS&E",
    "comparison": {
      "size": 29,
      "gpaPercentile": 7,
      "countPercentile": 75,
      "medianCount": 170,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": false
        }
      ]
    }
  },
  {
    "subject": "NE",
    "comparison": {
      "size": 21,
      "gpaPercentile": 15,
      "countPercentile": 95,
      "medianCount": 94,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.3333333333333335

##### count

30

##### university

###### size

723

###### gpa Percentile

48

###### count Percentile

0

###### median Count

67

###### 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 | 62    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | true    |
| 3.6–4.0 | 180   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1092

##### term

1092

##### gpa

3.02

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1112

##### term

1112

##### gpa

3.2419354838709675

##### count

31

##### university

###### size

805

###### gpa Percentile

37

###### count Percentile

4

###### 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   | true    |
| 3.6–4.0 | 225   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1132

##### term

1132

##### gpa

3.1857142857142855

##### count

35

##### university

###### size

851

###### gpa Percentile

31

###### count Percentile

9

###### 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 | 2     | false   |
| 2.4–2.8 | 40    | false   |
| 2.8–3.2 | 234   | true    |
| 3.2–3.6 | 303   | false   |
| 3.6–4.0 | 272   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1152

##### term

1152

##### gpa

3.4166666666666665

##### count

36

##### university

###### size

918

###### gpa Percentile

52

###### count Percentile

13

###### median Count

65

###### 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 | 33    | false   |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 286   | false   |

##### departments

```json
[
  {
    "subject": "MS&E",
    "comparison": {
      "size": 13,
      "gpaPercentile": 50,
      "countPercentile": 17,
      "medianCount": 42,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  },
  {
    "subject": "NE",
    "comparison": null
  }
]
```

#### 1172

##### term

1172

##### gpa

2.9464285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1192

##### term

1192

##### gpa

3.0952380952380953

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1212

##### term

1212

##### gpa

2.9516129032258065

##### count

31

##### university

###### size

1111

###### gpa Percentile

3

###### count Percentile

3

###### median Count

68

###### 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 | 4     | false   |
| 2.8–3.2 | 159   | true    |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1222

##### term

1222

##### gpa

3.0714285714285716

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1232

##### term

1232

##### gpa

3.388888888888889

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1242

##### term

1242

##### gpa

3.3333333333333335

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1252

##### term

1252

##### gpa

3.314814814814815

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

#### 1262

##### term

1262

##### gpa

3.3488372093023258

##### count

43

##### university

###### size

1320

###### gpa Percentile

19

###### count Percentile

25

###### median Count

70

###### 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 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| MS\&E   |            |
| NE      |            |

### benchmarks

#### all

##### school

###### size

3864

###### gpa

3.6620073433938485

###### top Share

82.0388668955973

###### count

151

##### MS\&E

###### size

29

###### gpa

3.551296922151421

###### top Share

73.71108683440765

###### count

170

##### NE

###### size

21

###### gpa

3.486474538786512

###### top Share

70.07640523318615

###### count

94

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### MS\&E

###### size

13

###### gpa

3.4656516964323854

###### top Share

67.36374342109129

###### count

42

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### MS\&E

###### size

11

###### gpa

3.412379065393894

###### top Share

64.8322833532592

###### count

52

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### MS\&E

###### size

11

###### gpa

3.5170283861307015

###### top Share

68.9489999255694

###### count

55

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_0354d3d1b923f6a49a55a8ba",
    "name": "TODD ALLEN",
    "count": 121,
    "terms": [
      {
        "term": "1072",
        "count": 30,
        "sections": 1,
        "gpa": 3.3333333333333335
      },
      {
        "term": "1092",
        "count": 25,
        "sections": 1,
        "gpa": 3.02
      },
      {
        "term": "1112",
        "count": 31,
        "sections": 1,
        "gpa": 3.2419354838709675
      },
      {
        "term": "1132",
        "count": 35,
        "sections": 1,
        "gpa": 3.1857142857142855
      }
    ]
  },
  {
    "uid": "instructor_617c497552f8cdc9e35f7acf",
    "name": "YONGFENG ZHANG",
    "count": 102,
    "terms": [
      {
        "term": "1222",
        "count": 21,
        "sections": 1,
        "gpa": 3.0714285714285716
      },
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.388888888888889
      },
      {
        "term": "1242",
        "count": 27,
        "sections": 1,
        "gpa": 3.3333333333333335
      },
      {
        "term": "1252",
        "count": 27,
        "sections": 1,
        "gpa": 3.314814814814815
      }
    ]
  },
  {
    "uid": "instructor_959f80f277c5a908f63c4f5d",
    "name": "ADRIEN COUET",
    "count": 80,
    "terms": [
      {
        "term": "1172",
        "count": 28,
        "sections": 1,
        "gpa": 2.9464285714285716
      },
      {
        "term": "1192",
        "count": 21,
        "sections": 1,
        "gpa": 3.0952380952380953
      },
      {
        "term": "1212",
        "count": 31,
        "sections": 1,
        "gpa": 2.9516129032258065
      }
    ]
  },
  {
    "uid": "instructor_37b5992e57d4feda73b6cac5",
    "name": "CHARLIE HIRST",
    "count": 43,
    "terms": [
      {
        "term": "1262",
        "count": 43,
        "sections": 1,
        "gpa": 3.3488372093023258
      }
    ]
  },
  {
    "uid": "instructor_cdbb758268e9bde785e11197",
    "name": "JAMES P BLANCHARD",
    "count": 36,
    "terms": [
      {
        "term": "1152",
        "count": 36,
        "sections": 1,
        "gpa": 3.4166666666666665
      }
    ]
  },
  {
    "uid": "instructor_21d6f3deb14cf242b8ddcbcd",
    "name": "KUMAR SRIDHARAN",
    "count": 25,
    "terms": [
      {
        "term": "1092",
        "count": 25,
        "sections": 1,
        "gpa": 3.02
      }
    ]
  }
]
```

## following

None recorded.
