# ECON 468: Industrial Organization and Imperfect Competition | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECON_468)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

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### 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

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### term

1272

### departments

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## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

af32a66061341f873405c7769347c1d5536b521400894559da6945920f3aea33

### course id

ECON 468

### course uid

course\_70d17d1d3875548d1489cae7

### catalog version id

5540aeb0453fd4e342ff28e3cf81586b989ca0e049109c2b4afb3d3ca26560c1

### course number

468

### subjects

* ECON

### title

INDUSTRIAL ORGANIZATION AND IMPERFECT COMPETITION

### description

An overview of the theory of industrial organization, including the study of oligopolistic behavior, monopolistic competition, product differentiation and the dynamic behavior of competitive industries under uncertainty.

### requirements text

(ECON 301or311) and (MATH 217 or221)

### credits min

3

### credits max

4

### credit offering ids

* 1272:296:005639

### llm job id

enrich-ecd149b6a6e0877fce2f3d1c

### llm output id

c97f8574e5413b291e5898f51e550abd57a0b09ee4a70a14bd82e18000271efe

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Overview of industrial organization theory covering oligopoly, monopolistic competition, product differentiation, and dynamic competitive behavior under uncertainty.

### llm topics

* Oligopolistic behavior
* Monopolistic competition
* Product differentiation
* Dynamic behavior of competitive industries under uncertainty

### llm skills

* Analyze oligopolistic behavior
* Understand monopolistic competition
* Analyze product differentiation
* Analyze dynamic industry behavior under uncertainty

### llm assumed background

* Intermediate microeconomic theory
* Calculus

### llm search phrases

* industrial organization oligopoly
* imperfect competition theory
* monopolistic competition
* product differentiation economics
* industrial organization game theory

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

3e1103c0d78762ad44621898376bf12d64233c69d981dd67c4ad6997de4037d2

#### course id

ECON 468

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_b8aa2860578ab21bf4c05974",
    "message": "No course-specific reviews available",
    "name": "Panle Barwick",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
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            "course_id": "ECON 468",
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              "source": "madgrades"
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            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2026: 3.88 GPA, 95.5% A/AB (n=44 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Jean-Francois Houde, Rasmus Lentz: Reviewers report that homework is impossible with no guiding examples, and exams or problem sets are incredibly difficult. Preparation requires navigating messy board notes and a lack of practice problems that relate to assessments.

```json
{
  "citations": [
    {
      "instructor_name": "Rasmus Lentz",
      "review_date": "2011-09-19 01:19:44 +0000 UTC",
      "review_id": "98ff439ed7be5fc1b574731f",
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      "source_review_id": "UmF0aW5nLTE5MDA3ODk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1577890",
      "type": "review"
    },
    {
      "instructor_name": "Jean-Francois Houde",
      "review_date": "2018-12-16 01:05:10 +0000 UTC",
      "review_id": "57e7803084d977eed2098a19",
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  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Jean-Francois Houde describe disorganized lectures, last-minute cancellations, and difficult exams with insufficient practice problems. Reviewers found his explanations unclear and problem sets incredibly challenging.

```json
{
  "citations": [
    {
      "instructor_name": "Jean-Francois Houde",
      "review_date": "2010-12-18 04:04:42 +0000 UTC",
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  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews describe ECON 468 as disorganized and difficult, with complaints about cancellations, messy notes, and impossible homework. While one instructor was praised for passion and a nice curve, others were criticized for poor explanations and awful problem sets.

```json
{
  "citations": [
    {
      "instructor_name": "Jean-Francois Houde",
      "review_date": "2010-12-18 04:04:42 +0000 UTC",
      "review_id": "56aa1c1c5a5f29f1ccb84889",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1184265",
      "source_review_id": "UmF0aW5nLTE3OTg3MTc4",
      "source_url": "https://www.ratemyprofessors.com/professor/1184265",
      "type": "review"
    },
    {
      "instructor_name": "Rasmus Lentz",
      "review_date": "2011-09-19 01:19:44 +0000 UTC",
      "review_id": "98ff439ed7be5fc1b574731f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1577890",
      "source_review_id": "UmF0aW5nLTE5MDA3ODk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1577890",
      "type": "review"
    },
    {
      "instructor_name": "Jean-Francois Houde",
      "review_date": "2018-12-16 01:05:10 +0000 UTC",
      "review_id": "57e7803084d977eed2098a19",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1184265",
      "source_review_id": "UmF0aW5nLTMxMDQ3NTY2",
      "source_url": "https://www.ratemyprofessors.com/professor/1184265",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2022: 3.12 GPA, 58.7% A/AB (n=46 letter grades); Spring 2025: 3.47 GPA, 71.1% A/AB (n=76 letter grades); Spring 2026: 3.88 GPA, 95.5% A/AB (n=44 letter grades).

```json
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```

#### student experience

Historical reviews of Jean-Francois Houde, Rasmus Lentz: Students found lectures disorganized and confusing, with one instructor canceling class last minute. While one professor was genuinely passionate and nice, others failed to explain concepts well or provide relevant practice, leading to frustration with the course structure.

```json
{
  "citations": [
    {
      "instructor_name": "Jean-Francois Houde",
      "review_date": "2010-12-18 04:04:42 +0000 UTC",
      "review_id": "56aa1c1c5a5f29f1ccb84889",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1184265",
      "source_review_id": "UmF0aW5nLTE3OTg3MTc4",
      "source_url": "https://www.ratemyprofessors.com/professor/1184265",
      "type": "review"
    },
    {
      "instructor_name": "Rasmus Lentz",
      "review_date": "2011-09-19 01:19:44 +0000 UTC",
      "review_id": "98ff439ed7be5fc1b574731f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1577890",
      "source_review_id": "UmF0aW5nLTE5MDA3ODk1",
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    {
      "instructor_name": "Jean-Francois Houde",
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      "source_url": "https://www.ratemyprofessors.com/professor/1184265",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

JEAN-FRANCOIS HOUDE is recorded teaching in Fall 2006, Spring 2008, Fall 2009, Fall 2010, Spring 2012, Fall 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.

```json
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}
```

PANLE BARWICK is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
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        "entity_id": "030e093c-c3a6-3091-b521-f7a7639bc5f7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "(ECON 301or311) and (MATH 217 or221)",
    "id": "n0",
    "kind": "all"
  },
  {
    "children": [
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "(ECON 301or311)",
    "id": "n1",
    "kind": "any"
  },
  {
    "children": [
      "n5",
      "n6"
    ],
    "condition": null,
    "course": null,
    "evidence": "(MATH 217 or221)",
    "id": "n2",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 301,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "ECON 301",
    "id": "n3",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 311,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "311",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "MATH 217",
    "course": null,
    "evidence": "MATH 217",
    "id": "n5",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 221,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "prior"
    },
    "evidence": "221",
    "id": "n6",
    "kind": "course"
  }
]
```

#### notes

* MATH 217 is required by requirements\_text but is not present in linked\_courses. It is represented as a condition node because it cannot be resolved to a specific linked course entry.

#### root

n0

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name                    | email                  | first\_observed\_at              | last\_observed\_at               | instructor\_url                        |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------------------- | ---------------------- | -------------------------------- | -------------------------------- | -------------------------------------- |
| instructor\_4a83ab8d10f13b993831ab5e | enrollment | donedamittel           | netid           | source\_identified | Davi Doneda Mittelstadt | DONEDAMITTEL\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/DAVI\_DONEDA\_MITTELSTADT |
| instructor\_b8aa2860578ab21bf4c05974 | enrollment | pbarwick               | netid           | source\_identified | Panle Barwick           | PBARWICK\@WISC.EDU     | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/PANLE\_BARWICK            |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:296:005639",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1272",
    "source_course_id": "005639",
    "source_subject_id": "296",
    "title": "Industrial Organization and Imperfect Competition",
    "credits_min": 3,
    "credits_max": 4,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35004",
    "term_id": "1272",
    "source_section_id": "35004",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 22,
    "enrolled": 22,
    "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:1272:35005",
    "term_id": "1272",
    "source_section_id": "35005",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 72,
    "enrolled": 68,
    "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:1272:35006",
    "term_id": "1272",
    "source_section_id": "35006",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 22,
    "enrolled": 22,
    "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:1272:35007",
    "term_id": "1272",
    "source_section_id": "35007",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 24,
    "enrolled": 24,
    "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_03c6bea7bd478e450c235e45",
    "source": "madgrades",
    "source_instructor_id": "4189627",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JEAN-FRANCOIS HOUDE",
    "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": 6,
      "quality": 2.33,
      "difficulty": 3.67,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:1184265",
      "source_url": "https://www.ratemyprofessors.com/professor/1184265",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:33:53.412913+00:00",
      "courses": {
        "course_12749130806ccc7c8b7979e8": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_70d17d1d3875548d1489cae7": {
          "review_count": 2,
          "quality": 2,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_45144ea1ab61fccd3dc0a3f6": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 4.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.352835218112766,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.505,
      "graded": 1027,
      "counts": [
        589,
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        127,
        70,
        43,
        17,
        14
      ],
      "sections": 47
    },
    "instructor_url": "/instructors/JEAN-FRANCOIS_HOUDE--instructor_03c6bea7bd478e450c235e45"
  },
  {
    "instructor_uid": "instructor_c93233f32f244902cbaa8d3f",
    "source": "madgrades",
    "source_instructor_id": "1065013",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KENNETH HENDRICKS",
    "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": 3.423,
      "graded": 701,
      "counts": [
        357,
        131,
        111,
        32,
        48,
        4,
        18
      ],
      "sections": 33
    },
    "instructor_url": "/instructors/KENNETH_HENDRICKS--instructor_c93233f32f244902cbaa8d3f"
  },
  {
    "instructor_uid": "instructor_ada2c27ad2fd17a5804677f8",
    "source": "madgrades",
    "source_instructor_id": "5464151",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MEHMET ATALAY",
    "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": 3.396,
      "graded": 537,
      "counts": [
        203,
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        2,
        0
      ],
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    },
    "instructor_url": "/instructors/MEHMET_ATALAY--instructor_ada2c27ad2fd17a5804677f8"
  },
  {
    "instructor_uid": "instructor_214cfe5626b074ecdc654ee6",
    "source": "madgrades",
    "source_instructor_id": "6489243",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PANLE BARWICK",
    "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": 3.945,
      "graded": 228,
      "counts": [
        208,
        17,
        1,
        2,
        0,
        0,
        0
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/PANLE_BARWICK--instructor_214cfe5626b074ecdc654ee6"
  },
  {
    "instructor_uid": "instructor_4a83ab8d10f13b993831ab5e",
    "source": "enrollment",
    "source_instructor_id": "donedamittel",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Davi Doneda Mittelstadt",
    "email": "DONEDAMITTEL@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/DAVI_DONEDA_MITTELSTADT"
  },
  {
    "instructor_uid": "instructor_b8aa2860578ab21bf4c05974",
    "source": "enrollment",
    "source_instructor_id": "pbarwick",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Panle Barwick",
    "email": "PBARWICK@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/PANLE_BARWICK"
  }
]
```

### grades

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Jean-Francois Houde"
    ],
    "a": 7,
    "ab": 5,
    "b": 4,
    "bc": 3,
    "c": 1,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
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    "source_aliases": [
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    ]
  },
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    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "Jean-Francois Houde"
    ],
    "a": 6,
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    "b": 10,
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    "c": 5,
    "d": 0,
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    "satisfactory": 0,
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    "total": 31,
    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "Jean-Francois Houde"
    ],
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    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Jean-Francois Houde"
    ],
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    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "Kenneth Hendricks"
    ],
    "a": 13,
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    "b": 21,
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    "c": 9,
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    "total": 64,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1122",
    "term_name": "Fall 2011",
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      "Kenneth Hendricks"
    ],
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    "b": 11,
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    "d": 2,
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  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Jean-Francois Houde"
    ],
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "MEHMET ATALAY"
    ],
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "MEHMET ATALAY"
    ],
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    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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  },
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    "run_id": "20260907T155543-ce3781c4",
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    "term_name": "Fall 2017",
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      "Kenneth Hendricks"
    ],
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    "b": 25,
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "MEHMET ATALAY"
    ],
    "a": 22,
    "ab": 33,
    "b": 17,
    "bc": 11,
    "c": 5,
    "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": 88,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Jean-Francois Houde"
    ],
    "a": 10,
    "ab": 8,
    "b": 9,
    "bc": 9,
    "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": 37,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "MEHMET ATALAY"
    ],
    "a": 15,
    "ab": 12,
    "b": 11,
    "bc": 10,
    "c": 5,
    "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": 53,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Jean-Francois Houde"
    ],
    "a": 6,
    "ab": 4,
    "b": 8,
    "bc": 3,
    "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": 23,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Kenneth Hendricks"
    ],
    "a": 14,
    "ab": 3,
    "b": 4,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 5,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 28,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Kenneth Hendricks"
    ],
    "a": 24,
    "ab": 7,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 37,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Kenneth Hendricks"
    ],
    "a": 20,
    "ab": 7,
    "b": 3,
    "bc": 4,
    "c": 10,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 48,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Kenneth Hendricks"
    ],
    "a": 37,
    "ab": 17,
    "b": 13,
    "bc": 2,
    "c": 6,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 77,
    "source_aliases": [
      "ECON 468"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 468",
    "course_uid": "course_70d17d1d3875548d1489cae7",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Panle Barwick"
    ],
    "a": 36,
    "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": 44,
    "source_aliases": [
      "ECON 468"
    ]
  }
]
```

### statistics

#### gpa

3.18

#### graded

1021

#### counts

* 336
* 217
* 219
* 110
* 98
* 15
* 26

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_70d17d1d3875548d1489cae7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_70d17d1d3875548d1489cae7-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_70d17d1d3875548d1489cae7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_70d17d1d3875548d1489cae7-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_70d17d1d3875548d1489cae7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_70d17d1d3875548d1489cae7-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_70d17d1d3875548d1489cae7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_70d17d1d3875548d1489cae7-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_70d17d1d3875548d1489cae7-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_70d17d1d3875548d1489cae7-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.179725759059745

#### count

1021

#### university

##### size

4982

##### gpa Percentile

7

##### count Percentile

89

##### median Count

156

##### 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 | 10    | false   |
| 2.8–3.2 | 372   | true    |
| 3.2–3.6 | 1461  | false   |
| 3.6–4.0 | 3138  | false   |

#### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 117,
      "gpaPercentile": 16,
      "countPercentile": 86,
      "medianCount": 204,
      "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": 22,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 46,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 49,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.0454545454545454

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |

#### 1084

##### term

1084

##### gpa

2.838709677419355

##### count

31

##### university

###### size

720

###### gpa Percentile

8

###### count Percentile

3

###### 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 | 3     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 207   | true    |
| 3.2–3.6 | 248   | false   |
| 3.6–4.0 | 217   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 25,
      "gpaPercentile": 13,
      "countPercentile": 0,
      "medianCount": 50,
      "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": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1102

##### term

1102

##### gpa

2.7083333333333335

##### count

48

##### university

###### size

774

###### gpa Percentile

4

###### count Percentile

32

###### 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 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | true    |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | false   |
| 3.6–4.0 | 235   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 27,
      "gpaPercentile": 8,
      "countPercentile": 35,
      "medianCount": 65,
      "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": 4,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1112

##### term

1112

##### gpa

2.794642857142857

##### count

56

##### university

###### size

805

###### gpa Percentile

5

###### count Percentile

40

###### 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    | true    |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | false   |
| 3.6–4.0 | 225   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 26,
      "gpaPercentile": 8,
      "countPercentile": 44,
      "medianCount": 60,
      "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": 3,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 16,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1114

##### term

1114

##### gpa

2.9523809523809526

##### count

63

##### university

###### size

804

###### gpa Percentile

14

###### count Percentile

46

###### 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 | 1     | false   |
| 2.4–2.8 | 53    | false   |
| 2.8–3.2 | 231   | true    |
| 3.2–3.6 | 292   | false   |
| 3.6–4.0 | 227   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 30,
      "gpaPercentile": 34,
      "countPercentile": 45,
      "medianCount": 77.5,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 20,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1122

##### term

1122

##### gpa

2.85

##### count

70

##### university

###### size

804

###### gpa Percentile

7

###### count Percentile

50

###### 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 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | true    |
| 3.2–3.6 | 282   | false   |
| 3.6–4.0 | 248   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 32,
      "gpaPercentile": 10,
      "countPercentile": 48,
      "medianCount": 75,
      "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": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 19,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1124

##### term

1124

##### gpa

3.2058823529411766

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |

#### 1154

##### term

1154

##### gpa

3.2588235294117647

##### count

85

##### university

###### size

935

###### gpa Percentile

34

###### count Percentile

64

###### median Count

63

###### 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 | 38    | false   |
| 2.8–3.2 | 237   | false   |
| 3.2–3.6 | 326   | true    |
| 3.6–4.0 | 334   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 30,
      "gpaPercentile": 62,
      "countPercentile": 52,
      "medianCount": 77,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1164

##### term

1164

##### gpa

3.3134328358208953

##### count

67

##### university

###### size

965

###### gpa Percentile

36

###### count Percentile

49

###### 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 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 32,
      "gpaPercentile": 58,
      "countPercentile": 42,
      "medianCount": 83,
      "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": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.28125

##### count

48

##### university

###### size

955

###### gpa Percentile

33

###### count Percentile

31

###### median Count

69

###### 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 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | true    |
| 3.6–4.0 | 369   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 31,
      "gpaPercentile": 60,
      "countPercentile": 33,
      "medianCount": 97,
      "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": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

2.954022988505747

##### count

87

##### university

###### size

1025

###### gpa Percentile

8

###### count Percentile

61

###### median Count

69

###### 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 | 21    | false   |
| 2.8–3.2 | 216   | true    |
| 3.2–3.6 | 369   | false   |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 38,
      "gpaPercentile": 14,
      "countPercentile": 59,
      "medianCount": 84,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 17,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": false
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.3181818181818183

##### count

88

##### university

###### size

1010

###### gpa Percentile

32

###### count Percentile

62

###### 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 | 1     | false   |
| 2.4–2.8 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 33,
      "gpaPercentile": 53,
      "countPercentile": 53,
      "medianCount": 87,
      "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": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.22972972972973

##### count

37

##### university

###### size

1077

###### gpa Percentile

23

###### count Percentile

14

###### 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 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 38,
      "gpaPercentile": 46,
      "countPercentile": 5,
      "medianCount": 85,
      "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": 16,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.207547169811321

##### count

53

##### university

###### size

1040

###### gpa Percentile

24

###### count Percentile

37

###### 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 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | true    |
| 3.6–4.0 | 454   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 33,
      "gpaPercentile": 47,
      "countPercentile": 22,
      "medianCount": 91,
      "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": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.1956521739130435

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |

#### 1204

##### term

1204

##### gpa

3.630434782608696

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| ECON    |            |

#### 1222

##### term

1222

##### gpa

3.6621621621621623

##### count

37

##### university

###### size

1157

###### gpa Percentile

53

###### count Percentile

16

###### median Count

64

###### 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 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 37,
      "gpaPercentile": 83,
      "countPercentile": 6,
      "medianCount": 79,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.119565217391304

##### count

46

##### university

###### size

1216

###### gpa Percentile

11

###### count Percentile

30

###### 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 | 14    | false   |
| 2.8–3.2 | 174   | true    |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 38,
      "gpaPercentile": 27,
      "countPercentile": 38,
      "medianCount": 68.5,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": false
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.4671052631578947

##### count

76

##### university

###### size

1289

###### gpa Percentile

29

###### count Percentile

56

###### 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 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 39,
      "gpaPercentile": 53,
      "countPercentile": 53,
      "medianCount": 73,
      "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": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.875

##### count

44

##### university

###### size

1283

###### gpa Percentile

75

###### count Percentile

28

###### 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 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 37,
      "gpaPercentile": 97,
      "countPercentile": 39,
      "medianCount": 53,
      "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": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4982

###### gpa

3.655544594160311

###### top Share

81.6465928144471

###### count

156

##### ECON

###### size

117

###### gpa

3.5121477420803764

###### top Share

71.39913313585136

###### count

204

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### ECON

###### size

22

###### gpa

3.0214354917219977

###### top Share

40.565682901047786

###### count

81.5

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### ECON

###### size

25

###### gpa

3.073087699389916

###### top Share

43.15959970605676

###### count

50

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### ECON

###### size

27

###### gpa

3.1047684954005166

###### top Share

46.644448387645376

###### count

65

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### ECON

###### size

26

###### gpa

3.0801797521029894

###### top Share

44.59121845139345

###### count

60

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### ECON

###### size

30

###### gpa

3.1045723943198005

###### top Share

45.996271584616245

###### count

77.5

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### ECON

###### size

32

###### gpa

3.148060317171765

###### top Share

48.69785590964286

###### count

75

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### ECON

###### size

24

###### gpa

3.138562080604336

###### top Share

49.97311224248656

###### count

116

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### ECON

###### size

30

###### gpa

3.212244027927608

###### top Share

51.42727757714087

###### count

77

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### ECON

###### size

32

###### gpa

3.2386078353906425

###### top Share

54.482642655777084

###### count

83

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### ECON

###### size

31

###### gpa

3.262762293275924

###### top Share

56.37213628921166

###### count

97

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### ECON

###### size

38

###### gpa

3.2679970257738016

###### top Share

56.1000441582342

###### count

84

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### ECON

###### size

33

###### gpa

3.323005038886213

###### top Share

59.81252867468931

###### count

87

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### ECON

###### size

38

###### gpa

3.2727133601045373

###### top Share

56.19863891625153

###### count

85

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### ECON

###### size

33

###### gpa

3.2532291931353967

###### top Share

55.37138838007602

###### count

91

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### ECON

###### size

38

###### gpa

3.3091483887175275

###### top Share

57.52333435644998

###### count

87.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### ECON

###### size

33

###### gpa

3.5818404132725767

###### top Share

77.38790104739134

###### count

79

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### ECON

###### size

37

###### gpa

3.4063875168428908

###### top Share

64.51912969847739

###### count

79

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### ECON

###### size

38

###### gpa

3.3360474441634977

###### top Share

61.683172425833845

###### count

68.5

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### ECON

###### size

39

###### gpa

3.4082741335226703

###### top Share

66.64551412266185

###### count

73

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### ECON

###### size

37

###### gpa

3.41582518818968

###### top Share

66.18686699083136

###### count

53

## instructor Trends

```json
[
  {
    "uid": "instructor_c93233f32f244902cbaa8d3f",
    "name": "KENNETH HENDRICKS",
    "count": 402,
    "terms": [
      {
        "term": "1114",
        "count": 63,
        "sections": 1,
        "gpa": 2.9523809523809526
      },
      {
        "term": "1122",
        "count": 70,
        "sections": 1,
        "gpa": 2.85
      },
      {
        "term": "1182",
        "count": 87,
        "sections": 1,
        "gpa": 2.954022988505747
      },
      {
        "term": "1204",
        "count": 23,
        "sections": 1,
        "gpa": 3.630434782608696
      },
      {
        "term": "1222",
        "count": 37,
        "sections": 1,
        "gpa": 3.6621621621621623
      },
      {
        "term": "1232",
        "count": 46,
        "sections": 1,
        "gpa": 3.119565217391304
      },
      {
        "term": "1254",
        "count": 76,
        "sections": 1,
        "gpa": 3.4671052631578947
      }
    ]
  },
  {
    "uid": "instructor_ada2c27ad2fd17a5804677f8",
    "name": "MEHMET ATALAY",
    "count": 341,
    "terms": [
      {
        "term": "1154",
        "count": 85,
        "sections": 1,
        "gpa": 3.2588235294117647
      },
      {
        "term": "1164",
        "count": 67,
        "sections": 1,
        "gpa": 3.3134328358208953
      },
      {
        "term": "1174",
        "count": 48,
        "sections": 1,
        "gpa": 3.28125
      },
      {
        "term": "1184",
        "count": 88,
        "sections": 1,
        "gpa": 3.3181818181818183
      },
      {
        "term": "1194",
        "count": 53,
        "sections": 1,
        "gpa": 3.207547169811321
      }
    ]
  },
  {
    "uid": "instructor_03c6bea7bd478e450c235e45",
    "name": "JEAN-FRANCOIS HOUDE",
    "count": 234,
    "terms": [
      {
        "term": "1072",
        "count": 22,
        "sections": 1,
        "gpa": 3.0454545454545454
      },
      {
        "term": "1084",
        "count": 31,
        "sections": 1,
        "gpa": 2.838709677419355
      },
      {
        "term": "1102",
        "count": 48,
        "sections": 1,
        "gpa": 2.7083333333333335
      },
      {
        "term": "1112",
        "count": 56,
        "sections": 1,
        "gpa": 2.794642857142857
      },
      {
        "term": "1124",
        "count": 17,
        "sections": 1,
        "gpa": 3.2058823529411766
      },
      {
        "term": "1192",
        "count": 37,
        "sections": 1,
        "gpa": 3.22972972972973
      },
      {
        "term": "1202",
        "count": 23,
        "sections": 1,
        "gpa": 3.1956521739130435
      }
    ]
  },
  {
    "uid": "instructor_214cfe5626b074ecdc654ee6",
    "name": "PANLE BARWICK",
    "count": 44,
    "terms": [
      {
        "term": "1264",
        "count": 44,
        "sections": 1,
        "gpa": 3.875
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.5067694305168717

### grades

| grade | percentage        |
| ----- | ----------------- |
| A     | 59.17138054919581 |
| AB    | 17.14969159868594 |
| B     | 9.294006267991575 |
| BC    | 3.778856046108847 |
| C     | 8.319170670128157 |
| D     | 0                 |
| F     | 2.286894867889689 |

### source Terms

* 1264
* 1254
* 1232
* 1222

### source Count

203

### same Season

false

### historical Range

* 3.1195652173913047
* 3.875

### backtest

#### terms

3

#### gpa Error

0.2921722724538173

#### mix Error

22.7973585766459
