# ECON 311: Intermediate Microeconomic Theory - Advanced Treatment | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECON_311)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

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

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

ab25b403977f07e4b7108819b2acb1b472255a019ba7236aab45161baa9dc0e1

### course id

ECON 311

### course uid

course\_8225e7080149a48682f637af

### catalog version id

f182c9c03f53b9bd7826e8ef12a4b3414cbd4e2af13a8a1e4164e4ae2f9e7e18

### course number

311

### subjects

* ECON

### title

INTERMEDIATE MICROECONOMIC THEORY - ADVANCED TREATMENT

### description

A mathematical approach to the theory of consumption, production, pricing and resource allocation.

### requirements text

MATH 222and (ECON 101and102) orECON 111. Not open to students who have credit forECON 301

### credits min

3

### credits max

3

### credit offering ids

* 1272:296:005570

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

b3359b89c4e7932b777b0fe464eac919cf9af3497d472dd267b9b02721cdc45f

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

An advanced treatment of intermediate microeconomic theory using mathematical methods to analyze consumption, production, pricing, and resource allocation.

### llm topics

* Consumption and production theory
* Pricing and resource allocation

### llm skills

* Mathematical modeling of economic theory.

### llm assumed background

* Calculus and analytic geometry including integration, differential equations, and series.
* Principles of microeconomics and macroeconomics.

### llm search phrases

* intermediate microeconomic theory advanced
* mathematical economics consumption production
* ECON 311 prerequisites MATH 222

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

a97558936ce3692e1789e38f5b18f096540e06b18c860a481892678b24849f9b

#### course id

ECON 311

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_d2b9edeb9c48856c2659b209",
    "message": null,
    "name": "Matteo Camboni",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2857059",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2023-02-11 21:17:59 +0000 UTC",
            "review_id": "e7f1de710413da2e3ae3e97f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTM3NDI1MjM5",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          },
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2023-02-19 06:39:59 +0000 UTC",
            "review_id": "45a1f401a67dc913b5e6f45b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTM3NDQyNjU1",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          },
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2023-12-17 22:22:38 +0000 UTC",
            "review_id": "a98da517a30bf08c36300843",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTM4NzE5NDE0",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          },
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2026-05-04 22:45:12 +0000 UTC",
            "review_id": "3ba75828858c7d17a422a6dd",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTQzMDI0MDAw",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          }
        ],
        "text": "Matteo Camboni is caring and accessible, promoting a casual atmosphere. He encourages critical reflection over memorization and is attentive to student questions."
      },
      {
        "citations": [
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2023-12-16 20:56:06 +0000 UTC",
            "review_id": "e2e10b8c5e6aadecbd7a5ad2",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTM4NzA5MTk2",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          },
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2023-12-17 00:37:44 +0000 UTC",
            "review_id": "a0ddcc47808aa2ebc287a194",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTM4NzExNDEy",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          },
          {
            "instructor_name": "Matteo Camboni",
            "review_date": "2026-03-18 01:24:44 +0000 UTC",
            "review_id": "8cb8b4ae28cb6cf923bfc513",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2857059",
            "source_review_id": "UmF0aW5nLTQyNzA5NDY1",
            "source_url": "https://www.ratemyprofessors.com/professor/2857059",
            "type": "review"
          }
        ],
        "text": "Exams are difficult, non-standard, and disconnected from lectures. Students find the lack of structure and practice resources frustrating."
      },
      {
        "citations": [
          {
            "course_id": "ECON 311",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
            "source_record": {
              "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1232",
            "type": "grade"
          },
          {
            "course_id": "ECON 311",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
            "source_record": {
              "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ECON 311",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
            "source_record": {
              "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2022: 3.63 GPA, 74.3% A/AB (n=35 letter grades); Fall 2023: 3.57 GPA, 73.3% A/AB (n=30 letter grades); Fall 2025: 3.67 GPA, 84.4% A/AB (n=32 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Exams are described as wacky, non-standard, and significantly harder than homework, with little practice material provided to gauge preparation.

```json
{
  "citations": [
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-12-16 20:56:06 +0000 UTC",
      "review_id": "e2e10b8c5e6aadecbd7a5ad2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM4NzA5MTk2",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-12-17 00:37:44 +0000 UTC",
      "review_id": "a0ddcc47808aa2ebc287a194",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM4NzExNDEy",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2026-03-18 01:24:44 +0000 UTC",
      "review_id": "8cb8b4ae28cb6cf923bfc513",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTQyNzA5NDY1",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Matteo Camboni is the current instructor, but no reviews exist for his teaching. Historical reviews for Korinna Hansen describe her lectures as clear, though some note her grading lacks transparency and she is less supportive for struggling students.

```json
{
  "citations": [
    {
      "instructor_name": "Korinna Hansen",
      "review_date": "2024-12-23 12:42:07 +0000 UTC",
      "review_id": "479aabc38847c556b2933a02",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:589626",
      "source_review_id": "UmF0aW5nLTQwNDIyNDQx",
      "source_url": "https://www.ratemyprofessors.com/professor/589626",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Matteo Camboni is praised for being caring, accessible, and promoting a casual atmosphere, though some find the class brutal and exams unexpectedly difficult.

```json
{
  "citations": [
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-02-11 21:17:59 +0000 UTC",
      "review_id": "e7f1de710413da2e3ae3e97f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM3NDI1MjM5",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-02-19 06:39:59 +0000 UTC",
      "review_id": "45a1f401a67dc913b5e6f45b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM3NDQyNjU1",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-12-16 20:56:06 +0000 UTC",
      "review_id": "e2e10b8c5e6aadecbd7a5ad2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM4NzA5MTk2",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-12-17 22:22:38 +0000 UTC",
      "review_id": "a98da517a30bf08c36300843",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM4NzE5NDE0",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2026-05-04 22:45:12 +0000 UTC",
      "review_id": "3ba75828858c7d17a422a6dd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTQzMDI0MDAw",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 3.57 GPA, 73.3% A/AB (n=30 letter grades); Fall 2024: 3.42 GPA, 66.7% A/AB (n=33 letter grades); Fall 2025: 3.67 GPA, 84.4% A/AB (n=32 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students appreciate the heavy grading curve and office hour support, which mitigates stress despite the difficult material and clear instructional expectations.

```json
{
  "citations": [
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-02-11 21:17:59 +0000 UTC",
      "review_id": "e7f1de710413da2e3ae3e97f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM3NDI1MjM5",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-02-19 06:39:59 +0000 UTC",
      "review_id": "45a1f401a67dc913b5e6f45b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM3NDQyNjU1",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2023-12-17 22:22:38 +0000 UTC",
      "review_id": "a98da517a30bf08c36300843",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTM4NzE5NDE0",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    },
    {
      "instructor_name": "Matteo Camboni",
      "review_date": "2026-05-04 22:45:12 +0000 UTC",
      "review_id": "3ba75828858c7d17a422a6dd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2857059",
      "source_review_id": "UmF0aW5nLTQzMDI0MDAw",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

KORINNA HANSEN is recorded teaching in Fall 2007, Fall 2008, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

MATTEO CAMBONI is recorded teaching in Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

RAYMOND DENECKERE is recorded teaching in Fall 2011, Fall 2012, Fall 2013, Fall 2015, Fall 2018, Fall 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECON 311",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
      "source_record": {
        "entity_id": "d72ad9ce-1bff-3230-a487-9e9a057c86d7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n8"
    ],
    "condition": null,
    "course": null,
    "evidence": "MATH 222and (ECON 101and102) orECON 111. Not open to students who have credit forECON 301",
    "id": "n0",
    "kind": "all"
  },
  {
    "children": [
      "n2",
      "n7"
    ],
    "condition": null,
    "course": null,
    "evidence": "MATH 222and (ECON 101and102) orECON 111",
    "id": "n1",
    "kind": "any"
  },
  {
    "children": [
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "MATH 222and (ECON 101and102)",
    "id": "n2",
    "kind": "all"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 222,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "prior"
    },
    "evidence": "MATH 222",
    "id": "n3",
    "kind": "course"
  },
  {
    "children": [
      "n5",
      "n6"
    ],
    "condition": null,
    "course": null,
    "evidence": "(ECON 101and102)",
    "id": "n4",
    "kind": "all"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 101,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "ECON 101",
    "id": "n5",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 102,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "102",
    "id": "n6",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 111,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "ECON 111",
    "id": "n7",
    "kind": "course"
  },
  {
    "children": [
      "n9"
    ],
    "condition": null,
    "course": null,
    "evidence": "Not open to students who have credit forECON 301",
    "id": "n8",
    "kind": "not"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 301,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "unspecified"
    },
    "evidence": "ECON 301",
    "id": "n9",
    "kind": "course"
  }
]
```

#### notes

* Root is all(Prereqs, Not(Exclusion)). Prereqs are any(MATH 222 + ECON 101+102, ECON 111).

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_d2b9edeb9c48856c2659b209",
    "source": "enrollment",
    "source_instructor_id": "camboni",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matteo Camboni",
    "email": "CAMBONI@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": 7,
      "quality": 3.86,
      "difficulty": 4.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2857059",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:19:55.139274+00:00",
      "courses": {
        "course_8225e7080149a48682f637af": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 4.14,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.711619098923404,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MATTEO_CAMBONI"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:296:005570",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1272",
    "source_course_id": "005570",
    "source_subject_id": "296",
    "title": "Intermediate Microeconomic Theory - Advanced Treatment",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:18631",
    "term_id": "1272",
    "source_section_id": "18631",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 15,
    "enrolled": 27,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_ca46eb3f624655747c385977",
    "source": "madgrades",
    "source_instructor_id": "3013594",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KORINNA HANSEN",
    "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": 241,
      "quality": 3.96,
      "difficulty": 3.46,
      "quality_count": 241,
      "difficulty_count": 241,
      "profile_id": "rmp:589626",
      "source_url": "https://www.ratemyprofessors.com/professor/589626",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:25:38.890318+00:00",
      "courses": {
        "course_921b4908221d05cbad377045": {
          "review_count": 155,
          "quality": 3.97,
          "difficulty": 3.32,
          "quality_count": 155,
          "difficulty_count": 155
        },
        "course_b0dd2ce19c2aa13320d7b0bc": {
          "review_count": 17,
          "quality": 4.82,
          "difficulty": 3.29,
          "quality_count": 17,
          "difficulty_count": 17
        },
        "course_f74ed79574d5c7883c9297e4": {
          "review_count": 14,
          "quality": 4.43,
          "difficulty": 3.71,
          "quality_count": 14,
          "difficulty_count": 14
        },
        "course_8225e7080149a48682f637af": {
          "review_count": 4,
          "quality": 3.75,
          "difficulty": 3,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_c1d62f93b6bc2a4cab189b27": {
          "review_count": 17,
          "quality": 4.29,
          "difficulty": 3.94,
          "quality_count": 17,
          "difficulty_count": 17
        },
        "course_9f4e10a4ab7c3040302d172b": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.936987416363724,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.14,
      "graded": 10633,
      "counts": [
        2247,
        2837,
        2909,
        1665,
        672,
        232,
        71
      ],
      "sections": 75
    },
    "instructor_url": "/instructors/KORINNA_HANSEN--instructor_ca46eb3f624655747c385977"
  },
  {
    "instructor_uid": "instructor_af4b020b38fe7c9a2799b7e8",
    "source": "madgrades",
    "source_instructor_id": "2601729",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WILLIAM BROCK",
    "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": 3.291,
      "graded": 213,
      "counts": [
        53,
        53,
        81,
        19,
        6,
        1,
        0
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/WILLIAM_BROCK"
  },
  {
    "instructor_uid": "instructor_fab245b04e6cc5e300226e08",
    "source": "madgrades",
    "source_instructor_id": "1067939",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RAYMOND DENECKERE",
    "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": 33,
      "quality": 3,
      "difficulty": 3.18,
      "quality_count": 33,
      "difficulty_count": 33,
      "profile_id": "rmp:1053939",
      "source_url": "https://www.ratemyprofessors.com/professor/1053939",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:10:31.067240+00:00",
      "courses": {
        "course_e1235dcbd05a8b1ac84ba097": {
          "review_count": 12,
          "quality": 2.25,
          "difficulty": 3.25,
          "quality_count": 12,
          "difficulty_count": 12
        },
        "course_76a0854768c03089348672b1": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1932eed8246324e0a053d4fe": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 2.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_8225e7080149a48682f637af": {
          "review_count": 10,
          "quality": 3,
          "difficulty": 3.1,
          "quality_count": 10,
          "difficulty_count": 10
        },
        "course_d0e6cf6b4c558dcbc7be6613": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_bbffbd8eaca63432913620af": {
          "review_count": 3,
          "quality": 4,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.2489380315270173,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.658,
      "graded": 2875,
      "counts": [
        1609,
        754,
        397,
        60,
        47,
        7,
        1
      ],
      "sections": 81
    },
    "instructor_url": "/instructors/RAYMOND_DENECKERE--instructor_fab245b04e6cc5e300226e08"
  },
  {
    "instructor_uid": "instructor_8267527fef7f4f70ec6220c4",
    "source": "madgrades",
    "source_instructor_id": "2601032",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN KENNAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 8,
      "quality": 3.12,
      "difficulty": 4.12,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:579363",
      "source_url": "https://www.ratemyprofessors.com/professor/579363",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:31:24.829828+00:00",
      "courses": {
        "course_f3e0c6c26013f3c2a4376321": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_58c6777bcc200d28ee8b067d": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_f8287db34795266858335482": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_91a1df85c82e29635060a630": {
          "review_count": 3,
          "quality": 1.33,
          "difficulty": 5,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.5054898453904255,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.584,
      "graded": 705,
      "counts": [
        380,
        152,
        131,
        17,
        17,
        5,
        3
      ],
      "sections": 49
    },
    "instructor_url": "/instructors/JOHN_KENNAN--instructor_8267527fef7f4f70ec6220c4"
  },
  {
    "instructor_uid": "instructor_0f0fb1a0cd329c6f6769523e",
    "source": "madgrades",
    "source_instructor_id": "4350752",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL QUINT",
    "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": 33,
      "quality": 4.82,
      "difficulty": 2.85,
      "quality_count": 33,
      "difficulty_count": 33,
      "profile_id": "rmp:1225942",
      "source_url": "https://www.ratemyprofessors.com/professor/1225942",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:45:54.108723+00:00",
      "courses": {
        "course_071c8f834bcb9f9790bfcb0d": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_de95d6e91ab772f6898e81ec": {
          "review_count": 30,
          "quality": 4.8,
          "difficulty": 2.73,
          "quality_count": 30,
          "difficulty_count": 30
        },
        "course_58c6777bcc200d28ee8b067d": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.382145578696829,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.195,
      "graded": 3509,
      "counts": [
        961,
        672,
        1139,
        404,
        274,
        40,
        19
      ],
      "sections": 78
    },
    "instructor_url": "/instructors/DANIEL_QUINT"
  },
  {
    "instructor_uid": "instructor_c3a2bb7b1a935775c622d851",
    "source": "madgrades",
    "source_instructor_id": "1461798",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANDROS KOURTELLOS",
    "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": 3.4,
      "graded": 25,
      "counts": [
        8,
        10,
        3,
        2,
        2,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ANDROS_KOURTELLOS--instructor_c3a2bb7b1a935775c622d851"
  },
  {
    "instructor_uid": "instructor_264acd57880d715fa83cd512",
    "source": "madgrades",
    "source_instructor_id": "6489242",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MATTEO CAMBONI",
    "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": 7,
      "quality": 3.86,
      "difficulty": 4.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2857059",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:19:55.139274+00:00",
      "courses": {
        "course_8225e7080149a48682f637af": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 4.14,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.711619098923404,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.587,
      "graded": 229,
      "counts": [
        101,
        70,
        55,
        3,
        0,
        0,
        0
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/MATTEO_CAMBONI--instructor_264acd57880d715fa83cd512"
  },
  {
    "instructor_uid": "instructor_d2b9edeb9c48856c2659b209",
    "source": "enrollment",
    "source_instructor_id": "camboni",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Matteo Camboni",
    "email": "CAMBONI@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": 7,
      "quality": 3.86,
      "difficulty": 4.14,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2857059",
      "source_url": "https://www.ratemyprofessors.com/professor/2857059",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:19:55.139274+00:00",
      "courses": {
        "course_8225e7080149a48682f637af": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 4.14,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.711619098923404,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MATTEO_CAMBONI"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "Korinna Hansen"
    ],
    "a": 14,
    "ab": 5,
    "b": 10,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Korinna Hansen"
    ],
    "a": 12,
    "ab": 10,
    "b": 5,
    "bc": 3,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "WILLIAM BROCK"
    ],
    "a": 10,
    "ab": 7,
    "b": 9,
    "bc": 2,
    "c": 1,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "WILLIAM BROCK"
    ],
    "a": 7,
    "ab": 9,
    "b": 3,
    "bc": 4,
    "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": 23,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Raymond Deneckere"
    ],
    "a": 10,
    "ab": 5,
    "b": 8,
    "bc": 4,
    "c": 3,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 31,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "Raymond Deneckere"
    ],
    "a": 22,
    "ab": 8,
    "b": 6,
    "bc": 2,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "Raymond Deneckere"
    ],
    "a": 52,
    "ab": 17,
    "b": 6,
    "bc": 2,
    "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": 79,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "John Kennan"
    ],
    "a": 11,
    "ab": 5,
    "b": 3,
    "bc": 0,
    "c": 2,
    "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": 22,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Raymond Deneckere"
    ],
    "a": 11,
    "ab": 4,
    "b": 4,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "DANIEL QUINT"
    ],
    "a": 4,
    "ab": 6,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 13,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "ANDROS KOURTELLOS"
    ],
    "a": 8,
    "ab": 10,
    "b": 3,
    "bc": 2,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Raymond Deneckere"
    ],
    "a": 16,
    "ab": 7,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 23,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "John Kennan"
    ],
    "a": 17,
    "ab": 4,
    "b": 3,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "John Kennan",
      "Raymond Deneckere"
    ],
    "a": 14,
    "ab": 6,
    "b": 6,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Raymond Deneckere"
    ],
    "a": 6,
    "ab": 6,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 13,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Matteo Camboni"
    ],
    "a": 18,
    "ab": 8,
    "b": 9,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 35,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Matteo Camboni"
    ],
    "a": 12,
    "ab": 10,
    "b": 8,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Korinna Hansen"
    ],
    "a": 10,
    "ab": 12,
    "b": 7,
    "bc": 4,
    "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": 33,
    "source_aliases": [
      "ECON 311"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECON 311",
    "course_uid": "course_8225e7080149a48682f637af",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Matteo Camboni"
    ],
    "a": 16,
    "ab": 11,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "ECON 311"
    ]
  }
]
```

### statistics

#### gpa

3.563

#### graded

558

#### counts

* 270
* 150
* 98
* 24
* 14
* 1
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8225e7080149a48682f637af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8225e7080149a48682f637af-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8225e7080149a48682f637af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8225e7080149a48682f637af-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_8225e7080149a48682f637af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_8225e7080149a48682f637af-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8225e7080149a48682f637af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8225e7080149a48682f637af-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8225e7080149a48682f637af-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8225e7080149a48682f637af-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.5627240143369177

#### count

558

#### university

##### size

4107

##### gpa Percentile

33

##### count Percentile

76

##### median Count

186

##### 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 | 10    | false   |
| 2.8–3.2 | 317   | false   |
| 3.2–3.6 | 1175  | true    |
| 3.6–4.0 | 2605  | false   |

#### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 94,
      "gpaPercentile": 59,
      "countPercentile": 67,
      "medianCount": 298,
      "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": 24,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 34,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 36,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1082

##### term

1082

##### gpa

3.5166666666666666

##### count

30

##### university

###### size

723

###### gpa Percentile

65

###### count Percentile

0

###### 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 | 51    | false   |
| 2.8–3.2 | 202   | false   |
| 3.2–3.6 | 265   | true    |
| 3.6–4.0 | 204   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 23,
      "gpaPercentile": 100,
      "countPercentile": 0,
      "medianCount": 86,
      "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": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1092

##### term

1092

##### gpa

3.5166666666666666

##### count

30

##### university

###### size

732

###### gpa Percentile

66

###### count Percentile

0

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | false   |
| 3.2–3.6 | 271   | true    |
| 3.6–4.0 | 211   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 24,
      "gpaPercentile": 96,
      "countPercentile": 0,
      "medianCount": 78,
      "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": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1102

##### term

1102

##### gpa

3.316666666666667

##### count

30

##### university

###### size

774

###### gpa Percentile

45

###### count Percentile

0

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 1     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 201   | false   |
| 3.2–3.6 | 287   | true    |
| 3.6–4.0 | 235   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 27,
      "gpaPercentile": 77,
      "countPercentile": 0,
      "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": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1112

##### term

1112

##### gpa

3.4130434782608696

##### count

23

##### departments

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

#### 1122

##### term

1122

##### gpa

3.25

##### count

30

##### university

###### size

804

###### gpa Percentile

38

###### count Percentile

0

###### 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   | false   |
| 3.2–3.6 | 282   | true    |
| 3.6–4.0 | 248   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 32,
      "gpaPercentile": 74,
      "countPercentile": 0,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1132

##### term

1132

##### gpa

3.6153846153846154

##### count

39

##### university

###### size

851

###### gpa Percentile

70

###### count Percentile

19

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 40    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 303   | false   |
| 3.6–4.0 | 272   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 27,
      "gpaPercentile": 96,
      "countPercentile": 23,
      "medianCount": 103,
      "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": 18,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": true
        }
      ]
    }
  }
]
```

#### 1142

##### term

1142

##### gpa

3.7278481012658227

##### count

79

##### university

###### size

853

###### gpa Percentile

77

###### count Percentile

59

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | false   |
| 3.2–3.6 | 320   | false   |
| 3.6–4.0 | 268   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 27,
      "gpaPercentile": 92,
      "countPercentile": 35,
      "medianCount": 111,
      "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": 17,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": true
        }
      ]
    }
  }
]
```

#### 1152

##### term

1152

##### gpa

3.3863636363636362

##### count

22

##### departments

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

#### 1162

##### term

1162

##### gpa

3.6

##### count

20

##### departments

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

#### 1172

##### term

1172

##### gpa

3.5

##### count

13

##### departments

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

#### 1182

##### term

1182

##### gpa

3.4

##### count

25

##### departments

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

#### 1192

##### term

1192

##### gpa

3.847826086956522

##### count

23

##### departments

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

#### 1202

##### term

1202

##### gpa

3.72

##### count

25

##### departments

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

#### 1212

##### term

1212

##### gpa

3.6538461538461537

##### count

26

##### departments

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

#### 1222

##### term

1222

##### gpa

3.6923076923076925

##### count

13

##### departments

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

#### 1232

##### term

1232

##### gpa

3.6285714285714286

##### count

35

##### university

###### size

1216

###### gpa Percentile

49

###### count Percentile

12

###### 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   | false   |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 38,
      "gpaPercentile": 81,
      "countPercentile": 5,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.566666666666667

##### count

30

##### university

###### size

1295

###### gpa Percentile

40

###### count Percentile

0

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | true    |
| 3.6–4.0 | 726   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 44,
      "gpaPercentile": 74,
      "countPercentile": 0,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 19,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.4242424242424243

##### count

33

##### university

###### size

1333

###### gpa Percentile

24

###### count Percentile

7

###### 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   | false   |
| 3.2–3.6 | 431   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 46,
      "gpaPercentile": 53,
      "countPercentile": 9,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 26,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": false
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.671875

##### count

32

##### university

###### size

1320

###### gpa Percentile

48

###### count Percentile

5

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

```json
[
  {
    "subject": "ECON",
    "comparison": {
      "size": 40,
      "gpaPercentile": 82,
      "countPercentile": 0,
      "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": false
        },
        {
          "range": "3.2–3.6",
          "count": 21,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4107

###### gpa

3.656236570774289

###### top Share

81.63058883211558

###### count

186

##### ECON

###### size

94

###### gpa

3.4639380817217917

###### top Share

68.68061299849346

###### count

298

#### terms

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### ECON

###### size

23

###### gpa

3.0919296833361263

###### top Share

43.929521475736

###### count

86

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### ECON

###### size

24

###### gpa

3.105837139183562

###### top Share

44.708122686953516

###### count

78

##### 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

##### 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

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### ECON

###### size

27

###### gpa

3.084125462905226

###### top Share

44.16217101765231

###### count

103

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### ECON

###### size

27

###### gpa

3.1348729683774796

###### top Share

48.51648028641956

###### count

111

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### ECON

###### size

33

###### gpa

3.2344670418039208

###### top Share

52.7649642628622

###### count

69

##### 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

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### ECON

###### size

34

###### gpa

3.283515605218873

###### top Share

56.18377536261731

###### count

91.5

##### 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

##### 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

##### 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

##### 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

##### 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

##### 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

##### 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

##### 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

## instructor Trends

```json
[
  {
    "uid": "instructor_fab245b04e6cc5e300226e08",
    "name": "RAYMOND DENECKERE",
    "count": 230,
    "terms": [
      {
        "term": "1122",
        "count": 30,
        "sections": 1,
        "gpa": 3.25
      },
      {
        "term": "1132",
        "count": 39,
        "sections": 1,
        "gpa": 3.6153846153846154
      },
      {
        "term": "1142",
        "count": 79,
        "sections": 2,
        "gpa": 3.7278481012658227
      },
      {
        "term": "1162",
        "count": 20,
        "sections": 1,
        "gpa": 3.6
      },
      {
        "term": "1192",
        "count": 23,
        "sections": 1,
        "gpa": 3.847826086956522
      },
      {
        "term": "1212",
        "count": 26,
        "sections": 1,
        "gpa": 3.6538461538461537
      },
      {
        "term": "1222",
        "count": 13,
        "sections": 1,
        "gpa": 3.6923076923076925
      }
    ]
  },
  {
    "uid": "instructor_264acd57880d715fa83cd512",
    "name": "MATTEO CAMBONI",
    "count": 97,
    "terms": [
      {
        "term": "1232",
        "count": 35,
        "sections": 1,
        "gpa": 3.6285714285714286
      },
      {
        "term": "1242",
        "count": 30,
        "sections": 1,
        "gpa": 3.566666666666667
      },
      {
        "term": "1262",
        "count": 32,
        "sections": 1,
        "gpa": 3.671875
      }
    ]
  },
  {
    "uid": "instructor_ca46eb3f624655747c385977",
    "name": "KORINNA HANSEN",
    "count": 93,
    "terms": [
      {
        "term": "1082",
        "count": 30,
        "sections": 1,
        "gpa": 3.5166666666666666
      },
      {
        "term": "1092",
        "count": 30,
        "sections": 1,
        "gpa": 3.5166666666666666
      },
      {
        "term": "1252",
        "count": 33,
        "sections": 1,
        "gpa": 3.4242424242424243
      }
    ]
  },
  {
    "uid": "instructor_8267527fef7f4f70ec6220c4",
    "name": "JOHN KENNAN",
    "count": 73,
    "terms": [
      {
        "term": "1152",
        "count": 22,
        "sections": 1,
        "gpa": 3.3863636363636362
      },
      {
        "term": "1202",
        "count": 25,
        "sections": 1,
        "gpa": 3.72
      },
      {
        "term": "1212",
        "count": 26,
        "sections": 1,
        "gpa": 3.6538461538461537
      }
    ]
  },
  {
    "uid": "instructor_af4b020b38fe7c9a2799b7e8",
    "name": "WILLIAM BROCK",
    "count": 53,
    "terms": [
      {
        "term": "1102",
        "count": 30,
        "sections": 1,
        "gpa": 3.316666666666667
      },
      {
        "term": "1112",
        "count": 23,
        "sections": 1,
        "gpa": 3.4130434782608696
      }
    ]
  },
  {
    "uid": "instructor_c3a2bb7b1a935775c622d851",
    "name": "ANDROS KOURTELLOS",
    "count": 25,
    "terms": [
      {
        "term": "1182",
        "count": 25,
        "sections": 1,
        "gpa": 3.4
      }
    ]
  },
  {
    "uid": "instructor_0f0fb1a0cd329c6f6769523e",
    "name": "DANIEL QUINT",
    "count": 13,
    "terms": [
      {
        "term": "1172",
        "count": 13,
        "sections": 1,
        "gpa": 3.5
      }
    ]
  }
]
```

## following

| code                     | title                                                   |
| ------------------------ | ------------------------------------------------------- |
| AAE 625                  | AGRIBUSINESS ECONOMICS AND MANAGEMENT                   |
| AAE 635                  | APPLIED MICROECONOMIC THEORY                            |
| AAE/ECON/F\&WECOL 531    | NATURAL RESOURCE ECONOMICS                              |
| AAE/MHR 540              | INTELLECTUAL PROPERTY RIGHTS, INNOVATION AND TECHNOLOGY |
| AAE/REALEST/URBRPL 520   | COMMUNITY ECONOMIC ANALYSIS                             |
| ECON 435                 | THE FINANCIAL SYSTEM                                    |
| ECON 441                 | ANALYTICAL PUBLIC FINANCE                               |
| ECON 442                 | MACROECONOMIC POLICY                                    |
| ECON 448                 | HUMAN RESOURCES AND ECONOMIC GROWTH                     |
| ECON 450                 | WAGES AND THE LABOR MARKET                              |
| ECON 455                 | BEHAVIORAL ECONOMICS                                    |
| ECON 458                 | INDUSTRIAL STRUCTURE AND COMPETITIVE STRATEGY           |
| ECON 464                 | INTERNATIONAL TRADE                                     |
| ECON 467                 | INTERNATIONAL INDUSTRIAL ORGANIZATIONS                  |
| ECON 468                 | INDUSTRIAL ORGANIZATION AND IMPERFECT COMPETITION       |
| ECON 475                 | ECONOMICS OF GROWTH                                     |
| ECON 521                 | GAME THEORY AND ECONOMIC ANALYSIS                       |
| ECON 522                 | LAW AND ECONOMICS                                       |
| ECON 535                 | EXPERIMENTAL ECONOMICS                                  |
| ECON 570                 | FUNDAMENTALS OF DATA ANALYTICS FOR ECONOMISTS           |
| ECON 580                 | HONORS TUTORIAL IN RESEARCH PROJECT DESIGN              |
| ECON 621                 | MARKETS AND MODELS                                      |
| ECON 623                 | POPULATION ECONOMICS                                    |
| ECON 666                 | ISSUES IN INTERNATIONAL FINANCE                         |
| ECON 690                 | TOPICS IN ECONOMICS                                     |
| ECON/FINANCE 503         | MARKETS WITH FRICTIONS                                  |
| ECON/POPHLTH/PUBAFFR 548 | THE ECONOMICS OF HEALTH CARE                            |
| ECON/RMI 530             | INSURING LIFE'S RISKS: HEALTH, AGING, AND POLICY        |
| REALEST 706              | THE REAL ESTATE PROCESS                                 |
