# ECON 455: Behavioral Economics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECON_455)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

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### term

1272

### departments

| subject   | count |
| --------- | ----- |
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| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
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| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
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| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
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| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

f32a6a42441a8b9bbd6f0edafdc8250be28f9ec64c968fa29202e814dfc61624

### course id

ECON 455

### course uid

course\_7bd7653c564300d23aa3d0da

### catalog version id

40cef5c19aa06c8b0a494757b0e8125c6bb2a1f5294f69eab88fd5fa30501dff

### course number

455

### subjects

* ECON

### title

BEHAVIORAL ECONOMICS

### description

Empirical evidence documenting departures in human decision making from rational norms, and alternative theoretical approaches to explaining this behavior grounded based upon psychological enrichments of standard rational actor model. Topics include paradox of choice, loss aversion, time inconsistent preferences, and social preferences.

### requirements text

(ECON 301or311) andECON 310; or graduate/professional standing

### credits min

3

### credits max

4

### credit offering ids

* 1272:296:024198

### llm job id

enrich-b6d8f78c1be0d523cf09d00d

### llm output id

859f84b94a93dfdfa71ea53052efaae5f05bd93fccd2d65d2e01d2759a352e10

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Behavioral Economics examines departures from rational norms using psychological enrichments of the standard model.

### llm topics

* Paradox of choice
* Loss aversion
* Time inconsistent preferences
* Social preferences

### llm skills

* Analyzing empirical evidence of decision-making deviations
* Applying psychological enrichments to rational actor models

### llm assumed background

* Intermediate microeconomic theory
* Statistical analysis and inference for economic data

### llm search phrases

* behavioral economics
* bounded rationality
* loss aversion
* time inconsistent preferences
* social preferences
* psychological economics

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

95411ce1f88c9e061fd00745c71c4d1e3550fce5a26d0609232f79c670801358

#### course id

ECON 455

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_51edc4643dc19df2e5477f75",
    "message": null,
    "name": "Matt Friedman",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2416016",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Matt Friedman",
            "review_date": "2019-01-05 17:42:29 +0000 UTC",
            "review_id": "9266099abc2c446d199023c0",
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            "source_instructor_id": "rmp:2416016",
            "source_review_id": "UmF0aW5nLTMxMjA1MTQz",
            "source_url": "https://www.ratemyprofessors.com/professor/2416016",
            "type": "review"
          },
          {
            "instructor_name": "Matt Friedman",
            "review_date": "2022-05-09 22:32:42 +0000 UTC",
            "review_id": "a49da8e4f1a9736d7ae8a68a",
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            "source_instructor_id": "rmp:2416016",
            "source_review_id": "UmF0aW5nLTM2MjkwNjg2",
            "source_url": "https://www.ratemyprofessors.com/professor/2416016",
            "type": "review"
          },
          {
            "instructor_name": "Matt Friedman",
            "review_date": "2024-02-11 16:41:50 +0000 UTC",
            "review_id": "a521ebf87c9d02a5d3424f4b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2416016",
            "source_review_id": "UmF0aW5nLTM4OTY3NzQ2",
            "source_url": "https://www.ratemyprofessors.com/professor/2416016",
            "type": "review"
          },
          {
            "instructor_name": "Matt Friedman",
            "review_date": "2024-11-26 01:59:42 +0000 UTC",
            "review_id": "69879a0a927ab1778e67ee3d",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2416016",
            "source_review_id": "UmF0aW5nLTQwMDMzNjIx",
            "source_url": "https://www.ratemyprofessors.com/professor/2416016",
            "type": "review"
          },
          {
            "instructor_name": "Matt Friedman",
            "review_date": "2024-12-03 00:52:20 +0000 UTC",
            "review_id": "8ebd344c3b1f84edb19bc753",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2416016",
            "source_review_id": "UmF0aW5nLTQwMDcyNzc4",
            "source_url": "https://www.ratemyprofessors.com/professor/2416016",
            "type": "review"
          },
          {
            "instructor_name": "Matt Friedman",
            "review_date": "2025-12-30 16:01:08 +0000 UTC",
            "review_id": "6f94f5c7c37d9740d58e24f9",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2416016",
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            "source_url": "https://www.ratemyprofessors.com/professor/2416016",
            "type": "review"
          }
        ],
        "text": "Matt Friedman is described as entertaining and approachable, with students finding the material relevant to daily life. Reviewers note scattered lectures and a heavy reading load, though the final exam focuses on definitions."
      },
      {
        "citations": [
          {
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          {
            "course_id": "ECON 455",
            "run_id": "20260907T155543-ce3781c4",
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            "table": "section_grades_latest",
            "term_id": "1264",
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        "text": "Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades)."
      }
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]
```

#### difficulty workload

The course requires at least five hours weekly for dense reading, which students find difficult to keep up with. Homework is considered easy, but the final exam focuses heavily on definitions rather than calculations.

```json
{
  "citations": [
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2019-03-03 15:35:45 +0000 UTC",
      "review_id": "61f47e054e5e45ead66962a4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTMxMzk5MTQ0",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2024-02-11 16:41:50 +0000 UTC",
      "review_id": "a521ebf87c9d02a5d3424f4b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTM4OTY3NzQ2",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2025-12-30 16:01:08 +0000 UTC",
      "review_id": "6f94f5c7c37d9740d58e24f9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTQyNDE3NTk3",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Matthew Friedman: Matt Friedman is described as engaging and effective, with students finding his content fun and the class highly recommended. Recent feedback highlights his clear instruction and the ease of assessments, noting that quizzes and tests replicate practice problems. One review notes quizzes are hard without reading and suggests asking friends for homework.

```json
{
  "citations": [
    {
      "instructor_name": "Matthew Friedman",
      "review_date": "2024-02-05 10:32:45 +0000 UTC",
      "review_id": "fa2bdbcf8ef04c0619fd57aa",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2423601",
      "source_review_id": "UmF0aW5nLTM4OTUyMTY5",
      "source_url": "https://www.ratemyprofessors.com/professor/2423601",
      "type": "review"
    },
    {
      "instructor_name": "Matthew Friedman",
      "review_date": "2024-05-20 18:16:47 +0000 UTC",
      "review_id": "5c18e4235b4bf7b956314181",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2423601",
      "source_review_id": "UmF0aW5nLTM5NDk3NTE1",
      "source_url": "https://www.ratemyprofessors.com/professor/2423601",
      "type": "review"
    },
    {
      "instructor_name": "Matthew Friedman",
      "review_date": "2024-11-12 01:42:58 +0000 UTC",
      "review_id": "120f71e64529af31d8940609",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2423601",
      "source_review_id": "UmF0aW5nLTM5OTI3NTQx",
      "source_url": "https://www.ratemyprofessors.com/professor/2423601",
      "type": "review"
    },
    {
      "instructor_name": "Matthew Friedman",
      "review_date": "2026-07-11 14:20:50 +0000 UTC",
      "review_id": "489b925f2371743cb043b6b4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2423601",
      "source_review_id": "UmF0aW5nLTQzMjk4MjAy",
      "source_url": "https://www.ratemyprofessors.com/professor/2423601",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Matt Friedman is described as entertaining and approachable, with students finding the course topics relevant to daily life. Conversely, some reviewers find his lectures scattered and note that heavy reading assignments rarely appear on exams.

```json
{
  "citations": [
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2019-01-05 17:42:29 +0000 UTC",
      "review_id": "9266099abc2c446d199023c0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTMxMjA1MTQz",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2019-03-03 15:35:45 +0000 UTC",
      "review_id": "61f47e054e5e45ead66962a4",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTMxMzk5MTQ0",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2022-05-09 22:32:42 +0000 UTC",
      "review_id": "a49da8e4f1a9736d7ae8a68a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTM2MjkwNjg2",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2024-11-26 01:59:42 +0000 UTC",
      "review_id": "69879a0a927ab1778e67ee3d",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTQwMDMzNjIx",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2025-12-30 16:01:08 +0000 UTC",
      "review_id": "6f94f5c7c37d9740d58e24f9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTQyNDE3NTk3",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.04 GPA, 39.5% A/AB (n=81 letter grades); Fall 2025: 2.97 GPA, 34.0% A/AB (n=94 letter grades); Spring 2026: 3.19 GPA, 44.8% A/AB (n=87 letter grades).

```json
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      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Participation points significantly impact grades, making regular attendance important. While some students appreciate the professor's approachability, others find weekly quizzes difficult despite heavy grading curves.

```json
{
  "citations": [
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2019-01-05 17:42:29 +0000 UTC",
      "review_id": "9266099abc2c446d199023c0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTMxMjA1MTQz",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2022-05-09 22:32:42 +0000 UTC",
      "review_id": "a49da8e4f1a9736d7ae8a68a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTM2MjkwNjg2",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    },
    {
      "instructor_name": "Matt Friedman",
      "review_date": "2024-12-03 00:52:20 +0000 UTC",
      "review_id": "8ebd344c3b1f84edb19bc753",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2416016",
      "source_review_id": "UmF0aW5nLTQwMDcyNzc4",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANDREA WILSON is recorded teaching in Spring 2015, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    }
  ]
}
```

GWYN PAULEY is recorded teaching in Fall 2017, Spring 2018, Fall 2019, Spring 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

MATTHEW FRIEDMAN is recorded teaching in Fall 2018, Spring 2019, Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECON 455",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
      "source_record": {
        "entity_id": "6f97c59d-1bdf-32f7-b162-940212b55084",
        "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) andECON 310; or graduate/professional standing",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "(ECON 301or311) andECON 310",
    "id": "n1",
    "kind": "all"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [
      "n5",
      "n6"
    ],
    "condition": null,
    "course": null,
    "evidence": "(ECON 301or311)",
    "id": "n3",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 310,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "ECON 310",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 301,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "ECON 301",
    "id": "n5",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 311,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "311",
    "id": "n6",
    "kind": "course"
  }
]
```

#### notes

* Restructured to fix self-reference and ensure reachability.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_321398881801e589acf3fdde",
    "source": "enrollment",
    "source_instructor_id": "fxia32",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Famy Xia",
    "email": "FXIA32@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/FAMY_XIA"
  },
  {
    "instructor_uid": "instructor_51edc4643dc19df2e5477f75",
    "source": "enrollment",
    "source_instructor_id": "mlfriedman",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matt Friedman",
    "email": "MLFRIEDMAN@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": 23,
      "quality": 4.74,
      "difficulty": 3.43,
      "quality_count": 23,
      "difficulty_count": 23,
      "profile_id": "rmp:2416016",
      "source_url": "https://www.ratemyprofessors.com/professor/2416016",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:15:46.135719+00:00",
      "courses": {
        "course_c1d62f93b6bc2a4cab189b27": {
          "review_count": 9,
          "quality": 4.67,
          "difficulty": 3.44,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_7bd7653c564300d23aa3d0da": {
          "review_count": 13,
          "quality": 4.77,
          "difficulty": 3.38,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_1932eed8246324e0a053d4fe": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.2375282714170215,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MATT_FRIEDMAN"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:296:024198",
    "course_id": "ECON 455",
    "course_uid": "course_7bd7653c564300d23aa3d0da",
    "term_id": "1272",
    "source_course_id": "024198",
    "source_subject_id": "296",
    "title": "Behavioral Economics",
    "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:1272:20279",
    "term_id": "1272",
    "source_section_id": "20279",
    "identity_basis": "class_number",
    "section_number": "301",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 24,
    "enrolled": 23,
    "waitlisted": 2,
    "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:1272:20280",
    "term_id": "1272",
    "source_section_id": "20280",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 96,
    "enrolled": 95,
    "waitlisted": 7,
    "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:1272:20299",
    "term_id": "1272",
    "source_section_id": "20299",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 24,
    "enrolled": 25,
    "waitlisted": 1,
    "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:1272:20300",
    "term_id": "1272",
    "source_section_id": "20300",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 24,
    "enrolled": 24,
    "waitlisted": 2,
    "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:1272:20301",
    "term_id": "1272",
    "source_section_id": "20301",
    "identity_basis": "class_number",
    "section_number": "304",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 24,
    "enrolled": 23,
    "waitlisted": 2,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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### grades

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    "a": 16,
    "ab": 13,
    "b": 25,
    "bc": 12,
    "c": 7,
    "d": 4,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 78,
    "source_aliases": [
      "ECON 455"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 455",
    "course_uid": "course_7bd7653c564300d23aa3d0da",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Matt Friedman"
    ],
    "a": 17,
    "ab": 11,
    "b": 18,
    "bc": 6,
    "c": 8,
    "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": 61,
    "source_aliases": [
      "ECON 455"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 455",
    "course_uid": "course_7bd7653c564300d23aa3d0da",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Matt Friedman"
    ],
    "a": 20,
    "ab": 18,
    "b": 28,
    "bc": 16,
    "c": 9,
    "d": 3,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 94,
    "source_aliases": [
      "ECON 455"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 455",
    "course_uid": "course_7bd7653c564300d23aa3d0da",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Matt Friedman"
    ],
    "a": 20,
    "ab": 12,
    "b": 20,
    "bc": 16,
    "c": 12,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 83,
    "source_aliases": [
      "ECON 455"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 455",
    "course_uid": "course_7bd7653c564300d23aa3d0da",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Matt Friedman"
    ],
    "a": 15,
    "ab": 17,
    "b": 28,
    "bc": 16,
    "c": 18,
    "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": 94,
    "source_aliases": [
      "ECON 455"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 455",
    "course_uid": "course_7bd7653c564300d23aa3d0da",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Matt Friedman"
    ],
    "a": 20,
    "ab": 19,
    "b": 30,
    "bc": 10,
    "c": 8,
    "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": 87,
    "source_aliases": [
      "ECON 455"
    ]
  }
]
```

### statistics

#### gpa

3.277

#### graded

1835

#### counts

* 624
* 376
* 489
* 172
* 135
* 34
* 5

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7bd7653c564300d23aa3d0da-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7bd7653c564300d23aa3d0da-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7bd7653c564300d23aa3d0da-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7bd7653c564300d23aa3d0da-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_7bd7653c564300d23aa3d0da-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_7bd7653c564300d23aa3d0da-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_7bd7653c564300d23aa3d0da-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_7bd7653c564300d23aa3d0da-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7bd7653c564300d23aa3d0da-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7bd7653c564300d23aa3d0da-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.276839237057221

#### count

1835

#### university

##### size

5276

##### gpa Percentile

8

##### count Percentile

94

##### median Count

172

##### 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 | 6     | false   |
| 2.8–3.2 | 298   | false   |
| 3.2–3.6 | 1330  | true    |
| 3.6–4.0 | 3641  | false   |

#### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 117,
      "gpaPercentile": 21,
      "countPercentile": 91,
      "medianCount": 236,
      "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": 18,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 48,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 51,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1154

##### term

1154

##### gpa

3.149193548387097

##### count

124

##### university

###### size

935

###### gpa Percentile

25

###### count Percentile

78

###### 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   | true    |
| 3.2–3.6 | 326   | false   |
| 3.6–4.0 | 334   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 30,
      "gpaPercentile": 48,
      "countPercentile": 59,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

3.4148936170212765

##### count

94

##### university

###### size

954

###### gpa Percentile

47

###### count Percentile

67

###### median Count

64.5

###### 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 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 32,
      "gpaPercentile": 71,
      "countPercentile": 55,
      "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": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1164

##### term

1164

##### gpa

3.4210526315789473

##### count

114

##### university

###### size

965

###### gpa Percentile

44

###### count Percentile

75

###### 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": 71,
      "countPercentile": 68,
      "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
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

3.4358974358974357

##### count

39

##### university

###### size

1025

###### gpa Percentile

44

###### count Percentile

15

###### 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   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 38,
      "gpaPercentile": 65,
      "countPercentile": 19,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": false
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.3118279569892475

##### count

93

##### university

###### size

1010

###### gpa Percentile

32

###### count Percentile

64

###### 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": 50,
      "countPercentile": 59,
      "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

3.4615384615384617

##### count

39

##### university

###### size

1077

###### gpa Percentile

42

###### count Percentile

19

###### 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": 70,
      "countPercentile": 11,
      "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

3.378260869565217

##### count

115

##### university

###### size

1040

###### gpa Percentile

37

###### count Percentile

74

###### 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": 66,
      "countPercentile": 75,
      "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

3.1914893617021276

##### count

94

##### university

###### size

1102

###### gpa Percentile

21

###### count Percentile

65

###### 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 | 14    | false   |
| 2.8–3.2 | 218   | true    |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 38,
      "gpaPercentile": 35,
      "countPercentile": 54,
      "medianCount": 87.5,
      "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": 16,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.7484848484848485

##### count

165

##### university

###### size

1012

###### gpa Percentile

51

###### count Percentile

86

###### median Count

65.5

###### 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 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 33,
      "gpaPercentile": 75,
      "countPercentile": 78,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 18,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.106382978723404

##### count

94

##### university

###### size

1111

###### gpa Percentile

9

###### count Percentile

63

###### 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

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 43,
      "gpaPercentile": 19,
      "countPercentile": 71,
      "medianCount": 62,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 21,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": false
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.532258064516129

##### count

93

##### university

###### size

1157

###### gpa Percentile

40

###### count Percentile

64

###### 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   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 37,
      "gpaPercentile": 67,
      "countPercentile": 69,
      "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": true
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": false
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.221590909090909

##### count

88

##### university

###### size

1171

###### gpa Percentile

18

###### count Percentile

63

###### 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 | 3     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 173   | false   |
| 3.2–3.6 | 358   | true    |
| 3.6–4.0 | 616   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 37,
      "gpaPercentile": 42,
      "countPercentile": 61,
      "medianCount": 71,
      "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": 15,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.1782178217821784

##### count

101

##### university

###### size

1216

###### gpa Percentile

14

###### count Percentile

69

###### 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": 38,
      "countPercentile": 73,
      "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
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.2556818181818183

##### count

88

##### university

###### size

1188

###### gpa Percentile

18

###### count Percentile

62

###### 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 | 3     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 144   | false   |
| 3.2–3.6 | 374   | true    |
| 3.6–4.0 | 650   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 36,
      "gpaPercentile": 43,
      "countPercentile": 57,
      "medianCount": 70.5,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.0194805194805197

##### count

77

##### university

###### size

1295

###### gpa Percentile

5

###### count Percentile

55

###### 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 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | true    |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 44,
      "gpaPercentile": 12,
      "countPercentile": 58,
      "medianCount": 70,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.1557377049180326

##### count

61

##### university

###### size

1241

###### gpa Percentile

11

###### count Percentile

46

###### 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 | 2     | false   |
| 2.4–2.8 | 9     | false   |
| 2.8–3.2 | 151   | true    |
| 3.2–3.6 | 373   | false   |
| 3.6–4.0 | 706   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 36,
      "gpaPercentile": 31,
      "countPercentile": 34,
      "medianCount": 85.5,
      "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": 12,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.0638297872340425

##### count

94

##### university

###### size

1333

###### gpa Percentile

5

###### count Percentile

63

###### 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 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | true    |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 46,
      "gpaPercentile": 2,
      "countPercentile": 69,
      "medianCount": 74,
      "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": 8,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 26,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": false
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.037037037037037

##### count

81

##### university

###### size

1289

###### gpa Percentile

5

###### count Percentile

59

###### 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   | true    |
| 3.2–3.6 | 379   | false   |
| 3.6–4.0 | 765   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 39,
      "gpaPercentile": 5,
      "countPercentile": 55,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 17,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": false
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

2.973404255319149

##### count

94

##### university

###### size

1320

###### gpa Percentile

3

###### count Percentile

62

###### 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   | true    |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 40,
      "gpaPercentile": 0,
      "countPercentile": 64,
      "medianCount": 65.5,
      "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": 9,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 21,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.189655172413793

##### count

87

##### university

###### size

1283

###### gpa Percentile

11

###### count Percentile

62

###### 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   | true    |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 37,
      "gpaPercentile": 25,
      "countPercentile": 64,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5276

###### gpa

3.6945162949336896

###### top Share

83.99647612723754

###### count

172

##### ECON

###### size

117

###### gpa

3.5610645429117147

###### top Share

74.69016912497948

###### count

236

#### terms

##### 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

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### ECON

###### size

32

###### gpa

3.257120549725447

###### top Share

55.77705566035788

###### count

87

##### 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

##### 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

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### ECON

###### size

43

###### gpa

3.4217856837040865

###### top Share

67.0762430121588

###### count

62

##### 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

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### ECON

###### size

37

###### gpa

3.358824647431352

###### top Share

62.02356029673636

###### count

71

##### 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

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### ECON

###### size

36

###### gpa

3.338494521920077

###### top Share

61.825472132927935

###### count

70.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ECON

###### size

44

###### gpa

3.382488776849895

###### top Share

64.71357517027587

###### count

70

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### ECON

###### size

36

###### gpa

3.386885708485864

###### top Share

63.919049551615416

###### count

85.5

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### ECON

###### size

46

###### gpa

3.4251846784024935

###### top Share

66.33912567216377

###### count

74

##### 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

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### ECON

###### size

40

###### gpa

3.446407481735755

###### top Share

68.17148103554868

###### count

65.5

##### 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_4504aa74426296a45eb96a40",
    "name": "MATTHEW FRIEDMAN",
    "count": 1019,
    "terms": [
      {
        "term": "1192",
        "count": 39,
        "sections": 1,
        "gpa": 3.4615384615384617
      },
      {
        "term": "1194",
        "count": 115,
        "sections": 1,
        "gpa": 3.378260869565217
      },
      {
        "term": "1212",
        "count": 94,
        "sections": 1,
        "gpa": 3.106382978723404
      },
      {
        "term": "1224",
        "count": 88,
        "sections": 1,
        "gpa": 3.221590909090909
      },
      {
        "term": "1232",
        "count": 101,
        "sections": 1,
        "gpa": 3.1782178217821784
      },
      {
        "term": "1234",
        "count": 88,
        "sections": 1,
        "gpa": 3.2556818181818183
      },
      {
        "term": "1242",
        "count": 77,
        "sections": 1,
        "gpa": 3.0194805194805197
      },
      {
        "term": "1244",
        "count": 61,
        "sections": 1,
        "gpa": 3.1557377049180326
      },
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 3.0638297872340425
      },
      {
        "term": "1254",
        "count": 81,
        "sections": 1,
        "gpa": 3.037037037037037
      },
      {
        "term": "1262",
        "count": 94,
        "sections": 1,
        "gpa": 2.973404255319149
      },
      {
        "term": "1264",
        "count": 87,
        "sections": 1,
        "gpa": 3.189655172413793
      }
    ]
  },
  {
    "uid": "instructor_64f14aec55bef4e536c4c36a",
    "name": "GWYN PAULEY",
    "count": 484,
    "terms": [
      {
        "term": "1182",
        "count": 39,
        "sections": 1,
        "gpa": 3.4358974358974357
      },
      {
        "term": "1184",
        "count": 93,
        "sections": 1,
        "gpa": 3.3118279569892475
      },
      {
        "term": "1202",
        "count": 94,
        "sections": 1,
        "gpa": 3.1914893617021276
      },
      {
        "term": "1204",
        "count": 165,
        "sections": 2,
        "gpa": 3.7484848484848485
      },
      {
        "term": "1222",
        "count": 93,
        "sections": 1,
        "gpa": 3.532258064516129
      }
    ]
  },
  {
    "uid": "instructor_d94db5c8335d371bff8c4333",
    "name": "ANDREA WILSON",
    "count": 332,
    "terms": [
      {
        "term": "1154",
        "count": 124,
        "sections": 1,
        "gpa": 3.149193548387097
      },
      {
        "term": "1162",
        "count": 94,
        "sections": 1,
        "gpa": 3.4148936170212765
      },
      {
        "term": "1164",
        "count": 114,
        "sections": 1,
        "gpa": 3.4210526315789473
      }
    ]
  },
  {
    "uid": "instructor_ad556d0e0b1fbfeb0217d828",
    "name": "NICHOLAS GARVEY",
    "count": 77,
    "terms": [
      {
        "term": "1242",
        "count": 77,
        "sections": 1,
        "gpa": 3.0194805194805197
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

2.83

#### upper

3.38

#### coverage

80

#### terms

8

### gpa

3.102985496654033

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 23.674561666441665 |
| AB    | 20.22401377798101  |
| B     | 28.239752121754712 |
| BC    | 14.053977109275259 |
| C     | 11.154360313703437 |
| D     | 2.6533350108439038 |
| F     | 0                  |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

459

### same Season

true

### historical Range

* 2.9734042553191493
* 3.5322580645161286

### backtest

#### terms

8

#### gpa Error

0.17610124819531292

#### mix Error

18.461567408937114
