# MATH 340: Elementary Matrix and Linear Algebra | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MATH_340)

## 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

a40922f9b8391a3bddc4febedfaf91ffc2815de4cf845c9ed96298bcc435c7a6

### course id

MATH 340

### course uid

course\_eec4aae06b946a73f1878be4

### catalog version id

61da0ad54d7a13a63bd73e2b7221216bc9f725fbc70c4134281bdaa0fcbd5959

### course number

340

### subjects

* MATH

### title

ELEMENTARY MATRIX AND LINEAR ALGEBRA

### description

An introduction to linear algebra. Topics include matrix algebra, linear systems of equations, vector spaces, sub-spaces, linear dependence, span, basis, rank of matrices, determinants, linear transformations, coordinate representations, kernel, range, eigenvalues and eigenvectors, diagonalization, inner products and orthogonal vectors, symmetric matrices. Covers linear algebra topics in greater depth and detail thanMATH 320. Formal techniques in mathematical argument \[MATH 341] not covered.

### requirements text

MATH 222. Not open to students with credit forMATH 341,345, or375

### credits min

3

### credits max

3

### credit offering ids

* 1272:600:011655

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

f242db2b60bf7cc9a685d5963ab87e1fa0e738a358f8929558a07f35e3175b92

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

MATH 340 is an introduction to linear algebra covering matrix algebra, vector spaces, linear transformations, eigenvalues, and inner product spaces.

### llm topics

* Matrix algebra and linear systems
* Vector spaces and determinants
* Linear transformations
* Eigenvalues and diagonalization
* Inner products and symmetric matrices

### llm skills

* Matrix algebra and linear systems
* Vector space theory
* Linear transformations and mappings
* Eigenvalue analysis and diagonalization
* Inner product spaces and orthogonality

### llm assumed background

* Calculus and vector geometry

### llm search phrases

* linear algebra matrix algebra
* eigenvalues eigenvectors diagonalization
* vector spaces linear transformations
* MATH 340 elementary matrix

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

adf74e7c87ac1ded416b9b84c9f983fabddb13a5a48213660205dc5fb783018f

#### course id

MATH 340

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_b72f557dc64939ca32f6a640",
    "message": null,
    "name": "Kaitlyn Phillipson",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2865117",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Kaitlyn Phillipson",
            "review_date": "2023-04-11 18:31:43 +0000 UTC",
            "review_id": "4521b3ce2b483f4b5655b15b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2865117",
            "source_review_id": "UmF0aW5nLTM3NjA5NDQ5",
            "source_url": "https://www.ratemyprofessors.com/professor/2865117",
            "type": "review"
          },
          {
            "instructor_name": "Kaitlyn Phillipson",
            "review_date": "2023-05-17 02:32:31 +0000 UTC",
            "review_id": "b101a718ef147d1a4ef31b3f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2865117",
            "source_review_id": "UmF0aW5nLTM3OTQxNjQw",
            "source_url": "https://www.ratemyprofessors.com/professor/2865117",
            "type": "review"
          },
          {
            "instructor_name": "Kaitlyn Phillipson",
            "review_date": "2023-12-17 02:59:09 +0000 UTC",
            "review_id": "669205020921633bd0089a42",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2865117",
            "source_review_id": "UmF0aW5nLTM4NzEyODI2",
            "source_url": "https://www.ratemyprofessors.com/professor/2865117",
            "type": "review"
          }
        ],
        "text": "Kaitlyn Phillipson receives consistent praise for simplifying complex concepts, providing interactive lectures, and offering structured materials like note templates. Reviewers highlight her patience, willingness to re-explain topics, and the helpfulness of recorded lectures and available TAs."
      },
      {
        "citations": [
          {
            "instructor_name": "Kaitlyn Phillipson",
            "review_date": "2024-05-20 04:41:42 +0000 UTC",
            "review_id": "e3468ce453362aabd3ed4b72",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2865117",
            "source_review_id": "UmF0aW5nLTM5NDk1NDEw",
            "source_url": "https://www.ratemyprofessors.com/professor/2865117",
            "type": "review"
          },
          {
            "instructor_name": "Kaitlyn Phillipson",
            "review_date": "2023-04-11 18:31:43 +0000 UTC",
            "review_id": "4521b3ce2b483f4b5655b15b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2865117",
            "source_review_id": "UmF0aW5nLTM3NjA5NDQ5",
            "source_url": "https://www.ratemyprofessors.com/professor/2865117",
            "type": "review"
          }
        ],
        "text": "While Phillipson is highly recommended, one reviewer notes that grade criteria are strict, though clear. Another mentions the course material itself is difficult, despite the professor's effective teaching style and support."
      },
      {
        "citations": [
          {
            "course_id": "MATH 340",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
            "source_record": {
              "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1232",
            "type": "grade"
          },
          {
            "course_id": "MATH 340",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
            "source_record": {
              "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1234",
            "type": "grade"
          },
          {
            "course_id": "MATH 340",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
            "source_record": {
              "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "MATH 340",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
            "source_record": {
              "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2022: 3.03 GPA, 43.8% A/AB (n=89 letter grades); Spring 2023: 3.17 GPA, 51.6% A/AB (n=124 letter grades); Fall 2023: 3.17 GPA, 50.7% A/AB (n=215 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_f6a365d9ffb188b027bffbad",
    "message": "No course-specific reviews available",
    "name": "Paige Hillen",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3142126",
    "summary": [
      {
        "citations": [
          {
            "course_id": "MATH 340",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
            "source_record": {
              "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.04 GPA, 42.7% A/AB (n=75 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Reviewers describe the workload as fairly light and note that Dr. Phillipson’s clear grading criteria make studying manageable, despite the inherent difficulty of the subject matter.

```json
{
  "citations": [
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-04-11 18:31:43 +0000 UTC",
      "review_id": "4521b3ce2b483f4b5655b15b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM3NjA5NDQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2024-01-29 20:10:21 +0000 UTC",
      "review_id": "a18644ea232d1e9067922968",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM4OTM0NDkw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2024-05-20 04:41:42 +0000 UTC",
      "review_id": "e3468ce453362aabd3ed4b72",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM5NDk1NDEw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Honchang Ji and Nicholas Derr highlight clear instruction and engaging lectures. Ji uses online worksheets to aid note-taking, while Derr is praised for explaining concepts clearly and answering questions. Both instructors received positive feedback for making the material accessible.

```json
{
  "citations": [
    {
      "instructor_name": "Honchang Ji",
      "review_date": "2026-02-04 08:03:30 +0000 UTC",
      "review_id": "6e13d058d3c0a98434afdfb0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3127839",
      "source_review_id": "UmF0aW5nLTQyNTgxNTQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/3127839",
      "type": "review"
    },
    {
      "instructor_name": "Nicholas Derr",
      "review_date": "2026-08-21 18:59:47 +0000 UTC",
      "review_id": "9305b178579c19714ace35d9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3161381",
      "source_review_id": "UmF0aW5nLTQzMzgwNTE0",
      "source_url": "https://www.ratemyprofessors.com/professor/3161381",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Kaitlyn Phillipson receives universal praise for making linear algebra accessible through clear, engaging lectures and supportive teaching. Reviewers highlight her patience, humor, and structured materials as key strengths, though one notes the course material itself is difficult.

```json
{
  "citations": [
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-04-11 18:31:43 +0000 UTC",
      "review_id": "4521b3ce2b483f4b5655b15b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM3NjA5NDQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-05-17 02:32:31 +0000 UTC",
      "review_id": "b101a718ef147d1a4ef31b3f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM3OTQxNjQw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-09-27 15:06:52 +0000 UTC",
      "review_id": "10b1e018c915f655ef2bbb54",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM4MjM3Nzgw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-12-17 02:59:09 +0000 UTC",
      "review_id": "669205020921633bd0089a42",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM4NzEyODI2",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2024-01-29 20:10:21 +0000 UTC",
      "review_id": "a18644ea232d1e9067922968",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM4OTM0NDkw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 2.98 GPA, 40.7% A/AB (n=621 letter grades); Fall 2025: 2.92 GPA, 40.0% A/AB (n=608 letter grades); Spring 2026: 2.87 GPA, 40.1% A/AB (n=469 letter grades).

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students value the availability of TAs for thorough explanations, recorded lectures, and online note templates that facilitate note-taking. One reviewer regrets not attending more office hours, indicating high engagement with the instructor's support.

```json
{
  "citations": [
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-04-11 18:31:43 +0000 UTC",
      "review_id": "4521b3ce2b483f4b5655b15b",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM3NjA5NDQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-05-17 02:32:31 +0000 UTC",
      "review_id": "b101a718ef147d1a4ef31b3f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM3OTQxNjQw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2023-12-17 02:59:09 +0000 UTC",
      "review_id": "669205020921633bd0089a42",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM4NzEyODI2",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    },
    {
      "instructor_name": "Kaitlyn Phillipson",
      "review_date": "2024-05-20 04:41:42 +0000 UTC",
      "review_id": "e3468ce453362aabd3ed4b72",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2865117",
      "source_review_id": "UmF0aW5nLTM5NDk1NDEw",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

DOHYUN KWON is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

DONGHYUN LEE is recorded teaching in Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    }
  ]
}
```

FENG ZHU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 7,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

FLORIAN BERTRAND is recorded teaching in Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    }
  ]
}
```

GARY HOWARD SCHROEDER is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

KAITLYN PHILLIPSON is recorded teaching in Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

MUSTAFA KALAFAT is recorded teaching in Spring 2008, Spring 2010. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

SEAN ROSTAMI is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    }
  ]
}
```

XIUXIONG CHEN is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MATH 340",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
      "source_record": {
        "entity_id": "8ca4cb82-0242-32e6-8206-b1f99ae17e84",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "MATH 222. Not open to students with credit forMATH 341,345, or375",
    "id": "n0",
    "kind": "all"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 222,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "prior"
    },
    "evidence": "MATH 222",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [
      "n3"
    ],
    "condition": null,
    "course": null,
    "evidence": "Not open to students with credit forMATH 341,345, or375",
    "id": "n2",
    "kind": "not"
  },
  {
    "children": [
      "n4",
      "n5",
      "n6"
    ],
    "condition": null,
    "course": null,
    "evidence": "credit forMATH 341,345, or375",
    "id": "n3",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 341,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "unspecified"
    },
    "evidence": "MATH 341",
    "id": "n4",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 345,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "unspecified"
    },
    "evidence": "345",
    "id": "n5",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 375,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "unspecified"
    },
    "evidence": "375",
    "id": "n6",
    "kind": "course"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_90fe8b6c41e9a528d11219da",
    "source": "enrollment",
    "source_instructor_id": "bellek",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Celal Can Bellek",
    "email": "BELLEK@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/CELAL_CAN_BELLEK"
  },
  {
    "instructor_uid": "instructor_a756a868088a1956ff5083d7",
    "source": "enrollment",
    "source_instructor_id": "jamessina",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jack Messina",
    "email": "JAMESSINA@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/JACK_MESSINA"
  },
  {
    "instructor_uid": "instructor_b72f557dc64939ca32f6a640",
    "source": "enrollment",
    "source_instructor_id": "kphillipson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kaitlyn Phillipson",
    "email": "KPHILLIPSON@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": 55,
      "quality": 4.38,
      "difficulty": 2.49,
      "quality_count": 55,
      "difficulty_count": 55,
      "profile_id": "rmp:2865117",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:44.691758+00:00",
      "courses": {
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 17,
          "quality": 4.41,
          "difficulty": 2.24,
          "quality_count": 17,
          "difficulty_count": 17
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 25,
          "quality": 4.04,
          "difficulty": 2.6,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 13,
          "quality": 5,
          "difficulty": 2.62,
          "quality_count": 13,
          "difficulty_count": 13
        }
      },
      "bayesian_quality": 4.187916208945759,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KAITLYN_PHILLIPSON"
  },
  {
    "instructor_uid": "instructor_23c947670f6a25f75b38c763",
    "source": "enrollment",
    "source_instructor_id": "xhuang543",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Lattice Huang",
    "email": "XHUANG543@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/LATTICE_HUANG"
  },
  {
    "instructor_uid": "instructor_f6a365d9ffb188b027bffbad",
    "source": "enrollment",
    "source_instructor_id": "hillen2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Paige Hillen",
    "email": "HILLEN2@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": 6,
      "quality": 5,
      "difficulty": 2.17,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:3142126",
      "source_url": "https://www.ratemyprofessors.com/professor/3142126",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:56.376780+00:00",
      "courses": {
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.9689890642666117,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/PAIGE_HILLEN"
  },
  {
    "instructor_uid": "instructor_c3aeb456b559993b2fa79006",
    "source": "enrollment",
    "source_instructor_id": "haeussleralb",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rio Haeussler Albi",
    "email": "HAEUSSLERALB@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/RIO_HAEUSSLER_ALBI"
  },
  {
    "instructor_uid": "instructor_15bfe8c362842d3aab17c8f3",
    "source": "enrollment",
    "source_instructor_id": "yzang27",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Yourong Zang",
    "email": "YOURONG.ZANG@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/YOURONG_ZANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:600:011655",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1272",
    "source_course_id": "011655",
    "source_subject_id": "600",
    "title": "Elementary Matrix and Linear Algebra",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring, Summer"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:14736",
    "term_id": "1272",
    "source_section_id": "14736",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 190,
    "enrolled": 187,
    "waitlisted": 6,
    "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:1272:18671",
    "term_id": "1272",
    "source_section_id": "18671",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 92,
    "enrolled": 92,
    "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:1272:22688",
    "term_id": "1272",
    "source_section_id": "22688",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 186,
    "enrolled": 185,
    "waitlisted": 9,
    "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:1272:26119",
    "term_id": "1272",
    "source_section_id": "26119",
    "identity_basis": "class_number",
    "section_number": "302",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 30,
    "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:1272:26120",
    "term_id": "1272",
    "source_section_id": "26120",
    "identity_basis": "class_number",
    "section_number": "303",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:26121",
    "term_id": "1272",
    "source_section_id": "26121",
    "identity_basis": "class_number",
    "section_number": "321",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "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:1272:26122",
    "term_id": "1272",
    "source_section_id": "26122",
    "identity_basis": "class_number",
    "section_number": "322",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 30,
    "waitlisted": 3,
    "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:1272:26123",
    "term_id": "1272",
    "source_section_id": "26123",
    "identity_basis": "class_number",
    "section_number": "323",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "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:1272:26124",
    "term_id": "1272",
    "source_section_id": "26124",
    "identity_basis": "class_number",
    "section_number": "342",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "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:1272:30832",
    "term_id": "1272",
    "source_section_id": "30832",
    "identity_basis": "class_number",
    "section_number": "343",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 30,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:34311",
    "term_id": "1272",
    "source_section_id": "34311",
    "identity_basis": "class_number",
    "section_number": "341",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 30,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:34317",
    "term_id": "1272",
    "source_section_id": "34317",
    "identity_basis": "class_number",
    "section_number": "304",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 31,
    "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:1272:34318",
    "term_id": "1272",
    "source_section_id": "34318",
    "identity_basis": "class_number",
    "section_number": "324",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 29,
    "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:1272:34943",
    "term_id": "1272",
    "source_section_id": "34943",
    "identity_basis": "class_number",
    "section_number": "305",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "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:1272:34944",
    "term_id": "1272",
    "source_section_id": "34944",
    "identity_basis": "class_number",
    "section_number": "306",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:34946",
    "term_id": "1272",
    "source_section_id": "34946",
    "identity_basis": "class_number",
    "section_number": "308",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 30,
    "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:1272:35723",
    "term_id": "1272",
    "source_section_id": "35723",
    "identity_basis": "class_number",
    "section_number": "325",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 30,
    "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:1272:35762",
    "term_id": "1272",
    "source_section_id": "35762",
    "identity_basis": "class_number",
    "section_number": "326",
    "section_type": "DIS",
    "instruction_mode": "Classroom Instruction",
    "capacity": 32,
    "enrolled": 32,
    "waitlisted": 1,
    "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_5d47fd39944a27ba3eef69cd",
    "source": "madgrades",
    "source_instructor_id": "3568500",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "XIUXIONG CHEN",
    "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": 9,
      "quality": 2.11,
      "difficulty": 2.22,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:791230",
      "source_url": "https://www.ratemyprofessors.com/professor/791230",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:58:25.641114+00:00",
      "courses": {
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1f8e8903c7761a5fe852a4bc": {
          "review_count": 4,
          "quality": 1.75,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 2.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.178748816239031,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.858,
      "graded": 314,
      "counts": [
        98,
        24,
        76,
        29,
        49,
        23,
        15
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/XIUXIONG_CHEN"
  },
  {
    "instructor_uid": "instructor_e936c15acd8f34d76d6168b6",
    "source": "madgrades",
    "source_instructor_id": "4109650",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AOBING LI",
    "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": 24,
      "quality": 1.38,
      "difficulty": 3.62,
      "quality_count": 24,
      "difficulty_count": 24,
      "profile_id": "rmp:757277",
      "source_url": "https://www.ratemyprofessors.com/professor/757277",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:54:35.523755+00:00",
      "courses": {
        "course_c9bdf631650ccfb896fcfc26": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 2,
          "quality": 2,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 1.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_1f8e8903c7761a5fe852a4bc": {
          "review_count": 3,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 6,
          "quality": 1.33,
          "difficulty": 3.83,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 2.416220810702998,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.647,
      "graded": 428,
      "counts": [
        85,
        87,
        78,
        23,
        73,
        51,
        31
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/AOBING_LI--instructor_e936c15acd8f34d76d6168b6"
  },
  {
    "instructor_uid": "instructor_b11c622953ffbd6f8c4351e8",
    "source": "madgrades",
    "source_instructor_id": "2600753",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT WILSON",
    "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": 62,
      "quality": 4.65,
      "difficulty": 2.42,
      "quality_count": 62,
      "difficulty_count": 62,
      "profile_id": "rmp:239910",
      "source_url": "https://www.ratemyprofessors.com/professor/239910",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:24.487057+00:00",
      "courses": {
        "course_8634dde81cc95f6c58014087": {
          "review_count": 19,
          "quality": 4.68,
          "difficulty": 2,
          "quality_count": 19,
          "difficulty_count": 19
        },
        "course_3b14f667f980624c1f5bde67": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_858c09056ac5ed119a96d808": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 16,
          "quality": 4.75,
          "difficulty": 2.94,
          "quality_count": 16,
          "difficulty_count": 16
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 13,
          "quality": 4.54,
          "difficulty": 2.23,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 4.408459947206487,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.849,
      "graded": 1354,
      "counts": [
        405,
        130,
        343,
        68,
        242,
        100,
        66
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/ROBERT_WILSON--instructor_b11c622953ffbd6f8c4351e8"
  },
  {
    "instructor_uid": "instructor_d08cdd451832f35e1b13d3bc",
    "source": "madgrades",
    "source_instructor_id": "3925958",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATHRIN BRINGMANN",
    "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": 2.618,
      "graded": 562,
      "counts": [
        112,
        60,
        120,
        59,
        129,
        48,
        34
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/KATHRIN_BRINGMANN"
  },
  {
    "instructor_uid": "instructor_1e24f94aea20e0aa140b0f04",
    "source": "madgrades",
    "source_instructor_id": "2600141",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RICHARD A BRUALDI",
    "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": 3.063,
      "graded": 142,
      "counts": [
        48,
        20,
        30,
        10,
        25,
        8,
        1
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/RICHARD_A_BRUALDI"
  },
  {
    "instructor_uid": "instructor_81b429dc1e8a4acb45894510",
    "source": "madgrades",
    "source_instructor_id": "2600233",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DIETRICH UHLENBROCK",
    "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": 2.772,
      "graded": 254,
      "counts": [
        52,
        35,
        61,
        29,
        51,
        16,
        10
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/DIETRICH_UHLENBROCK"
  },
  {
    "instructor_uid": "instructor_a8ee81ac1089a4659edf3583",
    "source": "madgrades",
    "source_instructor_id": "3100239",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUN CHEN",
    "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": 3.232,
      "graded": 414,
      "counts": [
        186,
        40,
        106,
        8,
        49,
        18,
        7
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/JUN_CHEN"
  },
  {
    "instructor_uid": "instructor_e4940193d40b46f9e2810a27",
    "source": "madgrades",
    "source_instructor_id": "3014255",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ARUN RAM",
    "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": 115,
      "quality": 3.83,
      "difficulty": 4.14,
      "quality_count": 115,
      "difficulty_count": 115,
      "profile_id": "rmp:202881",
      "source_url": "https://www.ratemyprofessors.com/professor/202881",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:54:08.685189+00:00",
      "courses": {
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 76,
          "quality": 3.79,
          "difficulty": 4.08,
          "quality_count": 76,
          "difficulty_count": 76
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.804768264229125,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.867,
      "graded": 301,
      "counts": [
        97,
        28,
        56,
        22,
        65,
        24,
        9
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/ARUN_RAM--instructor_e4940193d40b46f9e2810a27"
  },
  {
    "instructor_uid": "instructor_48e572d2049f84b83f04af8a",
    "source": "madgrades",
    "source_instructor_id": "4074961",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KE ZHU",
    "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": 3.32,
      "graded": 462,
      "counts": [
        210,
        87,
        60,
        57,
        24,
        19,
        5
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/KE_ZHU"
  },
  {
    "instructor_uid": "instructor_78d8427e395048f488ebf606",
    "source": "madgrades",
    "source_instructor_id": "4384627",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HSIAN-HUA TSENG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 6,
      "quality": 4,
      "difficulty": 3.33,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:1195050",
      "source_url": "https://www.ratemyprofessors.com/professor/1195050",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:36:26.680162+00:00",
      "courses": {
        "course_6c15cc3b45a4c19a3ad6a2cd": {
          "review_count": 4,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.7382198334973813,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.181,
      "graded": 207,
      "counts": [
        55,
        48,
        51,
        33,
        16,
        3,
        1
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/HSIAN-HUA_TSENG"
  },
  {
    "instructor_uid": "instructor_ba9fb29823cb5045cb3e2453",
    "source": "madgrades",
    "source_instructor_id": "3234517",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GABRIELE MEYER",
    "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": 35,
      "quality": 1.4,
      "difficulty": 3.4,
      "quality_count": 35,
      "difficulty_count": 35,
      "profile_id": "rmp:2357580",
      "source_url": "https://www.ratemyprofessors.com/professor/2357580",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:47.658749+00:00",
      "courses": {
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 24,
          "quality": 1.33,
          "difficulty": 3.38,
          "quality_count": 24,
          "difficulty_count": 24
        },
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 4,
          "quality": 2,
          "difficulty": 3.5,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 2,
          "quality": 1.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.221703921289671,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.029,
      "graded": 6605,
      "counts": [
        1548,
        1162,
        1828,
        1053,
        699,
        236,
        79
      ],
      "sections": 59
    },
    "instructor_url": "/instructors/GABRIELE_MEYER--instructor_ba9fb29823cb5045cb3e2453"
  },
  {
    "instructor_uid": "instructor_f46a07add28199b6227df820",
    "source": "madgrades",
    "source_instructor_id": "4396452",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MUSTAFA KALAFAT",
    "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": 37,
      "quality": 1.76,
      "difficulty": 3.57,
      "quality_count": 37,
      "difficulty_count": 37,
      "profile_id": "rmp:1079222",
      "source_url": "https://www.ratemyprofessors.com/professor/1079222",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:16:19.143219+00:00",
      "courses": {
        "course_a133a953d2fc593f17f887bf": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 18,
          "quality": 1.5,
          "difficulty": 3.83,
          "quality_count": 18,
          "difficulty_count": 18
        },
        "course_1f8e8903c7761a5fe852a4bc": {
          "review_count": 3,
          "quality": 1.33,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_60c2767a206a079d3af2a1a4": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.4265564152795074,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.873,
      "graded": 824,
      "counts": [
        139,
        145,
        195,
        212,
        78,
        33,
        22
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/MUSTAFA_KALAFAT--instructor_f46a07add28199b6227df820"
  },
  {
    "instructor_uid": "instructor_cdee516dd316c178fc57fc60",
    "source": "madgrades",
    "source_instructor_id": "2602131",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YONG-GEUN OH",
    "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": 30,
      "quality": 1.57,
      "difficulty": 4.07,
      "quality_count": 30,
      "difficulty_count": 30,
      "profile_id": "rmp:310368",
      "source_url": "https://www.ratemyprofessors.com/professor/310368",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:57:37.183335+00:00",
      "courses": {
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 12,
          "quality": 1.58,
          "difficulty": 4.08,
          "quality_count": 12,
          "difficulty_count": 12
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 12,
          "quality": 1.5,
          "difficulty": 4.25,
          "quality_count": 12,
          "difficulty_count": 12
        }
      },
      "bayesian_quality": 2.405874313418638,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.557,
      "graded": 851,
      "counts": [
        214,
        62,
        144,
        68,
        203,
        95,
        65
      ],
      "sections": 23
    },
    "instructor_url": "/instructors/YONG-GEUN_OH"
  },
  {
    "instructor_uid": "instructor_f00d358fd7c1650bfb3e8b33",
    "source": "madgrades",
    "source_instructor_id": "2600167",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALEXANDER NAGEL",
    "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": 45,
      "quality": 4.8,
      "difficulty": 2.69,
      "quality_count": 45,
      "difficulty_count": 45,
      "profile_id": "rmp:314655",
      "source_url": "https://www.ratemyprofessors.com/professor/314655",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:56:55.504552+00:00",
      "courses": {
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 6,
          "quality": 4.83,
          "difficulty": 2.5,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 1.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_5d98ff5f6adce2207e394dc6": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_f14af393237e30c6a39c8fb8": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_be7b0773bc9d040384a6a3ce": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 8,
          "quality": 5,
          "difficulty": 2.38,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_65e8e94bbd9a434f7539af0a": {
          "review_count": 4,
          "quality": 4.25,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 4.449134087245106,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.21,
      "graded": 630,
      "counts": [
        247,
        83,
        186,
        34,
        42,
        17,
        21
      ],
      "sections": 23
    },
    "instructor_url": "/instructors/ALEXANDER_NAGEL--instructor_f00d358fd7c1650bfb3e8b33"
  },
  {
    "instructor_uid": "instructor_0c3d88c8d1ad32e4ae89384e",
    "source": "madgrades",
    "source_instructor_id": "4530871",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RIAD MASRI",
    "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": 3.057,
      "graded": 87,
      "counts": [
        27,
        10,
        30,
        6,
        7,
        4,
        3
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/RIAD_MASRI"
  },
  {
    "instructor_uid": "instructor_741e3bc13b3d0155b7f9ef9f",
    "source": "madgrades",
    "source_instructor_id": "387784",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CONCETTA M. GOMEZ",
    "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": 2.777,
      "graded": 399,
      "counts": [
        115,
        30,
        105,
        16,
        79,
        30,
        24
      ],
      "sections": 14
    },
    "instructor_url": "/instructors/CONCETTA_M_GOMEZ"
  },
  {
    "instructor_uid": "instructor_2fb787f86b8633b6cd215c7a",
    "source": "madgrades",
    "source_instructor_id": "3949560",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHIRIN MALEKPOUR",
    "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": 131,
      "quality": 2.96,
      "difficulty": 3.24,
      "quality_count": 131,
      "difficulty_count": 131,
      "profile_id": "rmp:481453",
      "source_url": "https://www.ratemyprofessors.com/professor/481453",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:05:46.636551+00:00",
      "courses": {
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 28,
          "quality": 3.71,
          "difficulty": 3.11,
          "quality_count": 28,
          "difficulty_count": 28
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 2,
          "quality": 2.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 3,
          "quality": 3.67,
          "difficulty": 2.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_3b14f667f980624c1f5bde67": {
          "review_count": 5,
          "quality": 4.8,
          "difficulty": 1.8,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 14,
          "quality": 2.71,
          "difficulty": 3.29,
          "quality_count": 14,
          "difficulty_count": 14
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_65e8e94bbd9a434f7539af0a": {
          "review_count": 18,
          "quality": 1.83,
          "difficulty": 3.72,
          "quality_count": 18,
          "difficulty_count": 18
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.0526736137147807,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.773,
      "graded": 1800,
      "counts": [
        464,
        156,
        477,
        188,
        268,
        153,
        94
      ],
      "sections": 54
    },
    "instructor_url": "/instructors/SHIRIN_MALEKPOUR--instructor_2fb787f86b8633b6cd215c7a"
  },
  {
    "instructor_uid": "instructor_e4128e249cb9e36c3c1d6985",
    "source": "madgrades",
    "source_instructor_id": "2602086",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AMIR ASSADI",
    "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": 61,
      "quality": 1.8,
      "difficulty": 3.39,
      "quality_count": 61,
      "difficulty_count": 61,
      "profile_id": "rmp:513807",
      "source_url": "https://www.ratemyprofessors.com/professor/513807",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:56:05.640539+00:00",
      "courses": {
        "course_c9bdf631650ccfb896fcfc26": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 1.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_6a5fd6b22fd05d58426ea680": {
          "review_count": 4,
          "quality": 2.5,
          "difficulty": 2.25,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_a0267213f16255cce8332683": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 37,
          "quality": 1.54,
          "difficulty": 3.81,
          "quality_count": 37,
          "difficulty_count": 37
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 3,
          "quality": 1.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_0dfd29a68b2ec8cec894a8cd": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.259181674949777,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.075,
      "graded": 1223,
      "counts": [
        484,
        135,
        259,
        93,
        134,
        75,
        43
      ],
      "sections": 45
    },
    "instructor_url": "/instructors/AMIR_ASSADI--instructor_e4128e249cb9e36c3c1d6985"
  },
  {
    "instructor_uid": "instructor_4f5eee4a2d73c8a88c1fb341",
    "source": "madgrades",
    "source_instructor_id": "4601948",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FLORIAN BERTRAND",
    "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": 22,
      "quality": 4.45,
      "difficulty": 2.86,
      "quality_count": 22,
      "difficulty_count": 22,
      "profile_id": "rmp:1277603",
      "source_url": "https://www.ratemyprofessors.com/professor/1277603",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:13.258768+00:00",
      "courses": {
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 5,
          "difficulty": 2.67,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 5,
          "quality": 3.6,
          "difficulty": 3,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 4.073659896926951,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.133,
      "graded": 622,
      "counts": [
        115,
        167,
        194,
        102,
        29,
        9,
        6
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/FLORIAN_BERTRAND"
  },
  {
    "instructor_uid": "instructor_0660857dda9aca7c6088b09a",
    "source": "madgrades",
    "source_instructor_id": "2600310",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DONALD PASSMAN",
    "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": 61,
      "quality": 4.05,
      "difficulty": 2.87,
      "quality_count": 61,
      "difficulty_count": 61,
      "profile_id": "rmp:152258",
      "source_url": "https://www.ratemyprofessors.com/professor/152258",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:21.784234+00:00",
      "courses": {
        "course_72733c94bb8725b969d3e958": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 21,
          "quality": 3.67,
          "difficulty": 3.29,
          "quality_count": 21,
          "difficulty_count": 21
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 23,
          "quality": 4.39,
          "difficulty": 2.74,
          "quality_count": 23,
          "difficulty_count": 23
        },
        "course_60c2767a206a079d3af2a1a4": {
          "review_count": 2,
          "quality": 2.5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 3,
          "quality": 4.67,
          "difficulty": 2.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.953626119394221,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.766,
      "graded": 1785,
      "counts": [
        446,
        178,
        459,
        122,
        365,
        118,
        97
      ],
      "sections": 21
    },
    "instructor_url": "/instructors/DONALD_PASSMAN"
  },
  {
    "instructor_uid": "instructor_eb98a96c05ac474b321e9170",
    "source": "madgrades",
    "source_instructor_id": "4170482",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SEAN PAUL",
    "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": 242,
      "quality": 1.73,
      "difficulty": 4.28,
      "quality_count": 242,
      "difficulty_count": 242,
      "profile_id": "rmp:1029779",
      "source_url": "https://www.ratemyprofessors.com/professor/1029779",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:06:34.601176+00:00",
      "courses": {
        "course_cd8a47c5c8808c1cc3427d87": {
          "review_count": 24,
          "quality": 1.38,
          "difficulty": 4.67,
          "quality_count": 24,
          "difficulty_count": 24
        },
        "course_26e66d6ac87698124a229853": {
          "review_count": 3,
          "quality": 1,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 144,
          "quality": 1.64,
          "difficulty": 4.35,
          "quality_count": 144,
          "difficulty_count": 144
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 1.67,
          "difficulty": 4,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_63c43e7ac8225e2773df74d8": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_963da18c52ee0091bf4904b6": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 5,
          "quality": 2.2,
          "difficulty": 3.2,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 5,
          "quality": 2.8,
          "difficulty": 4.2,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 20,
          "quality": 1.7,
          "difficulty": 4,
          "quality_count": 20,
          "difficulty_count": 20
        },
        "course_5d98ff5f6adce2207e394dc6": {
          "review_count": 6,
          "quality": 2.67,
          "difficulty": 4.67,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 1.8773042582859996,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.947,
      "graded": 3104,
      "counts": [
        878,
        355,
        749,
        367,
        532,
        165,
        58
      ],
      "sections": 58
    },
    "instructor_url": "/instructors/SEAN_PAUL--instructor_eb98a96c05ac474b321e9170"
  },
  {
    "instructor_uid": "instructor_bc7acc9f38e7d8108854c8c5",
    "source": "madgrades",
    "source_instructor_id": "3334967",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TULLIA DYMARZ",
    "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": 53,
      "quality": 3.21,
      "difficulty": 3.04,
      "quality_count": 53,
      "difficulty_count": 53,
      "profile_id": "rmp:1653279",
      "source_url": "https://www.ratemyprofessors.com/professor/1653279",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:02.366500+00:00",
      "courses": {
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_60c2767a206a079d3af2a1a4": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_be7b0773bc9d040384a6a3ce": {
          "review_count": 3,
          "quality": 4.67,
          "difficulty": 4.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_5d98ff5f6adce2207e394dc6": {
          "review_count": 6,
          "quality": 3.5,
          "difficulty": 4.67,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 3,
          "quality": 3.33,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.3332015845333136,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.594,
      "graded": 668,
      "counts": [
        403,
        109,
        98,
        26,
        20,
        8,
        4
      ],
      "sections": 50
    },
    "instructor_url": "/instructors/TULLIA_DYMARZ--instructor_bc7acc9f38e7d8108854c8c5"
  },
  {
    "instructor_uid": "instructor_f2e0ee4a695f3aaefcad5d03",
    "source": "madgrades",
    "source_instructor_id": "4833813",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHAMGAR GUREVICH",
    "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": 39,
      "quality": 3.1,
      "difficulty": 2.44,
      "quality_count": 39,
      "difficulty_count": 39,
      "profile_id": "rmp:1522421",
      "source_url": "https://www.ratemyprofessors.com/professor/1522421",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:06:14.053692+00:00",
      "courses": {
        "course_edc3174bf073c9d7af51f678": {
          "review_count": 3,
          "quality": 2.33,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_63c43e7ac8225e2773df74d8": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 9,
          "quality": 2.67,
          "difficulty": 2.67,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_2e71825a82859020279c78b8": {
          "review_count": 3,
          "quality": 3.33,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_6a5fd6b22fd05d58426ea680": {
          "review_count": 6,
          "quality": 2.67,
          "difficulty": 2.33,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 3.17,
          "difficulty": 1.17,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.289723994422575,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.554,
      "graded": 1077,
      "counts": [
        561,
        296,
        126,
        44,
        25,
        10,
        15
      ],
      "sections": 50
    },
    "instructor_url": "/instructors/SHAMGAR_GUREVICH--instructor_f2e0ee4a695f3aaefcad5d03"
  },
  {
    "instructor_uid": "instructor_fd9a4affe35e11b7e5d568b9",
    "source": "madgrades",
    "source_instructor_id": "861732",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHARAD CHANDARANA",
    "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": 123,
      "quality": 1.42,
      "difficulty": 3.88,
      "quality_count": 123,
      "difficulty_count": 123,
      "profile_id": "rmp:196238",
      "source_url": "https://www.ratemyprofessors.com/professor/196238",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:06:05.243104+00:00",
      "courses": {
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 9,
          "quality": 1,
          "difficulty": 3.78,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 2,
          "quality": 1.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_65e8e94bbd9a434f7539af0a": {
          "review_count": 19,
          "quality": 1.26,
          "difficulty": 3.89,
          "quality_count": 19,
          "difficulty_count": 19
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 6,
          "quality": 1,
          "difficulty": 3,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_6c15cc3b45a4c19a3ad6a2cd": {
          "review_count": 7,
          "quality": 1.29,
          "difficulty": 3.57,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 6,
          "quality": 2.33,
          "difficulty": 3.5,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 27,
          "quality": 1.59,
          "difficulty": 4.41,
          "quality_count": 27,
          "difficulty_count": 27
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 8,
          "quality": 1.5,
          "difficulty": 3.5,
          "quality_count": 8,
          "difficulty_count": 8
        },
        "course_1f8e8903c7761a5fe852a4bc": {
          "review_count": 7,
          "quality": 1,
          "difficulty": 4.29,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_63c43e7ac8225e2773df74d8": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 1.7332427669295938,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.872,
      "graded": 1989,
      "counts": [
        546,
        210,
        520,
        202,
        288,
        153,
        70
      ],
      "sections": 33
    },
    "instructor_url": "/instructors/SHARAD_CHANDARANA--instructor_fd9a4affe35e11b7e5d568b9"
  },
  {
    "instructor_uid": "instructor_3779947d73a0dd96a281ef4e",
    "source": "madgrades",
    "source_instructor_id": "3976920",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MINGZHONG CAI",
    "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": 24,
      "quality": 2.62,
      "difficulty": 4.21,
      "quality_count": 24,
      "difficulty_count": 24,
      "profile_id": "rmp:1709676",
      "source_url": "https://www.ratemyprofessors.com/professor/1709676",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:16:53.463913+00:00",
      "courses": {
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 11,
          "quality": 2.36,
          "difficulty": 4.09,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 3,
          "difficulty": 4.67,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.0925844470666344,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.809,
      "graded": 581,
      "counts": [
        142,
        85,
        91,
        105,
        93,
        45,
        20
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/MINGZHONG_CAI"
  },
  {
    "instructor_uid": "instructor_f3eee5c71b9825c49d9eb0c0",
    "source": "madgrades",
    "source_instructor_id": "3631895",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LINDSAY STOVALL",
    "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": 3.296,
      "graded": 1555,
      "counts": [
        763,
        129,
        338,
        78,
        181,
        51,
        15
      ],
      "sections": 55
    },
    "instructor_url": "/instructors/LINDSAY_STOVALL--instructor_f3eee5c71b9825c49d9eb0c0"
  },
  {
    "instructor_uid": "instructor_a3d976462c902ad75d58fc67",
    "source": "madgrades",
    "source_instructor_id": "5127444",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GREGORY SHINAULT",
    "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": 23,
      "quality": 4.09,
      "difficulty": 3.17,
      "quality_count": 23,
      "difficulty_count": 23,
      "profile_id": "rmp:1772334",
      "source_url": "https://www.ratemyprofessors.com/professor/1772334",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:37:58.407068+00:00",
      "courses": {
        "course_dcdb624e3fb8cbaf9a557ab9": {
          "review_count": 9,
          "quality": 4.11,
          "difficulty": 3.33,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_c602622d732dbbc9aceeeddf": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_2e71825a82859020279c78b8": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.8898538528123696,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.015,
      "graded": 1540,
      "counts": [
        479,
        164,
        452,
        117,
        217,
        70,
        41
      ],
      "sections": 22
    },
    "instructor_url": "/instructors/GREGORY_SHINAULT--instructor_a3d976462c902ad75d58fc67"
  },
  {
    "instructor_uid": "instructor_c6612773bc44263fac7812ef",
    "source": "madgrades",
    "source_instructor_id": "4957895",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT HARRON",
    "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": 16,
      "quality": 4.62,
      "difficulty": 2.75,
      "quality_count": 16,
      "difficulty_count": 16,
      "profile_id": "rmp:1625443",
      "source_url": "https://www.ratemyprofessors.com/professor/1625443",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:40.059739+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 8,
          "quality": 4.62,
          "difficulty": 2.62,
          "quality_count": 8,
          "difficulty_count": 8
        }
      },
      "bayesian_quality": 4.0864921019703315,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.936,
      "graded": 577,
      "counts": [
        164,
        84,
        120,
        72,
        88,
        28,
        21
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/ROBERT_HARRON--instructor_c6612773bc44263fac7812ef"
  },
  {
    "instructor_uid": "instructor_e4ca8ce10713117f70bf00d5",
    "source": "madgrades",
    "source_instructor_id": "3988409",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SEAN ROSTAMI",
    "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": 64,
      "quality": 2.41,
      "difficulty": 4.3,
      "quality_count": 64,
      "difficulty_count": 64,
      "profile_id": "rmp:1786461",
      "source_url": "https://www.ratemyprofessors.com/professor/1786461",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:06:30.122461+00:00",
      "courses": {
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 31,
          "quality": 1.61,
          "difficulty": 4.65,
          "quality_count": 31,
          "difficulty_count": 31
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 9,
          "quality": 4.78,
          "difficulty": 3.56,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 13,
          "quality": 2,
          "difficulty": 4.62,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_3b14f667f980624c1f5bde67": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.707544234177761,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.349,
      "graded": 549,
      "counts": [
        119,
        22,
        114,
        23,
        127,
        83,
        61
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/SEAN_ROSTAMI--instructor_e4ca8ce10713117f70bf00d5"
  },
  {
    "instructor_uid": "instructor_9cc487304aa6753c71ddb0be",
    "source": "madgrades",
    "source_instructor_id": "455328",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL DRAKE",
    "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": 2.664,
      "graded": 385,
      "counts": [
        84,
        28,
        103,
        47,
        66,
        33,
        24
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/DANIEL_DRAKE--instructor_9cc487304aa6753c71ddb0be"
  },
  {
    "instructor_uid": "instructor_76f9c7d76a0cb5d9c1ddc816",
    "source": "madgrades",
    "source_instructor_id": "3623452",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BING WANG",
    "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": 89,
      "quality": 2.67,
      "difficulty": 3.62,
      "quality_count": 89,
      "difficulty_count": 89,
      "profile_id": "rmp:1848210",
      "source_url": "https://www.ratemyprofessors.com/professor/1848210",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:51:44.932525+00:00",
      "courses": {
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 51,
          "quality": 2.98,
          "difficulty": 3.49,
          "quality_count": 51,
          "difficulty_count": 51
        },
        "course_3b14f667f980624c1f5bde67": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_1f8e8903c7761a5fe852a4bc": {
          "review_count": 3,
          "quality": 1.67,
          "difficulty": 4.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 3,
          "quality": 1.33,
          "difficulty": 4.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 19,
          "quality": 2.16,
          "difficulty": 3.89,
          "quality_count": 19,
          "difficulty_count": 19
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.851593721751669,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.687,
      "graded": 1332,
      "counts": [
        288,
        179,
        269,
        150,
        234,
        150,
        62
      ],
      "sections": 20
    },
    "instructor_url": "/instructors/BING_WANG--instructor_76f9c7d76a0cb5d9c1ddc816"
  },
  {
    "instructor_uid": "instructor_c63c73a7dbde3b5fdf6cfb42",
    "source": "madgrades",
    "source_instructor_id": "5630053",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALEXANDRA KJUCHUKOVA",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 10,
      "quality": 2.8,
      "difficulty": 4.2,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2091022",
      "source_url": "https://www.ratemyprofessors.com/professor/2091022",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:56:50.590042+00:00",
      "courses": {
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 2,
          "quality": 1,
          "difficulty": 5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 4,
          "quality": 3,
          "difficulty": 4.25,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.37312385569773,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.863,
      "graded": 616,
      "counts": [
        179,
        69,
        159,
        30,
        108,
        38,
        33
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/ALEXANDRA_KJUCHUKOVA--instructor_c63c73a7dbde3b5fdf6cfb42"
  },
  {
    "instructor_uid": "instructor_698d3d3a53f33d54ffd2d3e3",
    "source": "madgrades",
    "source_instructor_id": "5452553",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALEXANDER HANHART",
    "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": 78,
      "quality": 3.18,
      "difficulty": 3.87,
      "quality_count": 78,
      "difficulty_count": 78,
      "profile_id": "rmp:2094033",
      "source_url": "https://www.ratemyprofessors.com/professor/2094033",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:56:59.030896+00:00",
      "courses": {
        "course_8634dde81cc95f6c58014087": {
          "review_count": 11,
          "quality": 4.45,
          "difficulty": 3.36,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 15,
          "quality": 2.87,
          "difficulty": 4,
          "quality_count": 15,
          "difficulty_count": 15
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 21,
          "quality": 3.19,
          "difficulty": 4.14,
          "quality_count": 21,
          "difficulty_count": 21
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 6,
          "quality": 3.5,
          "difficulty": 4,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_6c15cc3b45a4c19a3ad6a2cd": {
          "review_count": 2,
          "quality": 1.5,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.2778950578666524,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.857,
      "graded": 2591,
      "counts": [
        728,
        236,
        680,
        198,
        472,
        185,
        92
      ],
      "sections": 19
    },
    "instructor_url": "/instructors/ALEXANDER_HANHART--instructor_698d3d3a53f33d54ffd2d3e3"
  },
  {
    "instructor_uid": "instructor_90468abf615b43c54712026c",
    "source": "madgrades",
    "source_instructor_id": "5715923",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LAURA VILLAFUERTE ALTUZAR",
    "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": 3.354,
      "graded": 312,
      "counts": [
        131,
        91,
        39,
        24,
        11,
        5,
        11
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/LAURA_VILLAFUERTE_ALTUZAR--instructor_90468abf615b43c54712026c"
  },
  {
    "instructor_uid": "instructor_1e2db195ddc1c738640cea95",
    "source": "madgrades",
    "source_instructor_id": "5852342",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARIYA SOSKOVA",
    "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": 3.005,
      "graded": 1516,
      "counts": [
        540,
        158,
        360,
        96,
        212,
        99,
        51
      ],
      "sections": 31
    },
    "instructor_url": "/instructors/MARIYA_SOSKOVA--instructor_1e2db195ddc1c738640cea95"
  },
  {
    "instructor_uid": "instructor_132036bc134b7390cace7efa",
    "source": "madgrades",
    "source_instructor_id": "5620719",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DONGHYUN LEE",
    "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": 15,
      "quality": 2.07,
      "difficulty": 3.93,
      "quality_count": 15,
      "difficulty_count": 15,
      "profile_id": "rmp:2142977",
      "source_url": "https://www.ratemyprofessors.com/professor/2142977",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:18.913364+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 12,
          "quality": 1.83,
          "difficulty": 4.08,
          "quality_count": 12,
          "difficulty_count": 12
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 2.9783918763123403,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.931,
      "graded": 738,
      "counts": [
        188,
        63,
        206,
        119,
        125,
        25,
        12
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/DONGHYUN_LEE"
  },
  {
    "instructor_uid": "instructor_cfd7c53959806f45e66d2292",
    "source": "madgrades",
    "source_instructor_id": "4833809",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AUTUMN KENT",
    "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": 103,
      "quality": 2.28,
      "difficulty": 3.5,
      "quality_count": 103,
      "difficulty_count": 103,
      "profile_id": "rmp:2216023",
      "source_url": "https://www.ratemyprofessors.com/professor/2216023",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:53:49.124835+00:00",
      "courses": {
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 48,
          "quality": 1.25,
          "difficulty": 4.04,
          "quality_count": 48,
          "difficulty_count": 48
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_5d98ff5f6adce2207e394dc6": {
          "review_count": 4,
          "quality": 4.25,
          "difficulty": 3.25,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 34,
          "quality": 2.82,
          "difficulty": 3.15,
          "quality_count": 34,
          "difficulty_count": 34
        },
        "course_be7b0773bc9d040384a6a3ce": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 7,
          "quality": 3.71,
          "difficulty": 2.29,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_9a1a7bf1933981bcbaca47ac": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 1.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.504339151796194,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.949,
      "graded": 3457,
      "counts": [
        1227,
        305,
        777,
        230,
        521,
        270,
        127
      ],
      "sections": 60
    },
    "instructor_url": "/instructors/AUTUMN_KENT--instructor_cfd7c53959806f45e66d2292"
  },
  {
    "instructor_uid": "instructor_a2467fc028c4070d7f0d4fe5",
    "source": "madgrades",
    "source_instructor_id": "5475084",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT GRIZZARD",
    "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": 141,
      "quality": 3.24,
      "difficulty": 3.33,
      "quality_count": 141,
      "difficulty_count": 141,
      "profile_id": "rmp:1934009",
      "source_url": "https://www.ratemyprofessors.com/professor/1934009",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:41.387103+00:00",
      "courses": {
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 67,
          "quality": 3.31,
          "difficulty": 3.16,
          "quality_count": 67,
          "difficulty_count": 67
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 33,
          "quality": 2.94,
          "difficulty": 3.58,
          "quality_count": 33,
          "difficulty_count": 33
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 3,
          "quality": 4.33,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.292134879943677,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.922,
      "graded": 3266,
      "counts": [
        1024,
        291,
        875,
        187,
        570,
        196,
        123
      ],
      "sections": 29
    },
    "instructor_url": "/instructors/ROBERT_GRIZZARD--instructor_a2467fc028c4070d7f0d4fe5"
  },
  {
    "instructor_uid": "instructor_16275721169ecc0f90ed15cd",
    "source": "madgrades",
    "source_instructor_id": "5169184",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TREVOR LESLIE",
    "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": 18,
      "quality": 5,
      "difficulty": 3.39,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2470499",
      "source_url": "https://www.ratemyprofessors.com/professor/2470499",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:09.891007+00:00",
      "courses": {
        "course_8634dde81cc95f6c58014087": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 2.75,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_0dd25611eebe714d971b7bfb": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 4.294571465024524,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.341,
      "graded": 722,
      "counts": [
        380,
        59,
        124,
        57,
        74,
        23,
        5
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/TREVOR_LESLIE"
  },
  {
    "instructor_uid": "instructor_f65ad5805424979bbca8b21b",
    "source": "madgrades",
    "source_instructor_id": "495087",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GARY HOWARD SCHROEDER",
    "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": 2.841,
      "graded": 355,
      "counts": [
        77,
        63,
        77,
        48,
        52,
        25,
        13
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/GARY_HOWARD_SCHROEDER--instructor_f65ad5805424979bbca8b21b"
  },
  {
    "instructor_uid": "instructor_98e9331ef0690b66352c0c4a",
    "source": "madgrades",
    "source_instructor_id": "5170998",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YOUSHENG SHI",
    "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": 28,
      "quality": 1.79,
      "difficulty": 4,
      "quality_count": 28,
      "difficulty_count": 28,
      "profile_id": "rmp:2539834",
      "source_url": "https://www.ratemyprofessors.com/professor/2539834",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:57:30.110885+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 16,
          "quality": 1.56,
          "difficulty": 3.88,
          "quality_count": 16,
          "difficulty_count": 16
        },
        "course_a75fa380f07449fe8cb71571": {
          "review_count": 4,
          "quality": 1.25,
          "difficulty": 4.5,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_60c2767a206a079d3af2a1a4": {
          "review_count": 3,
          "quality": 3.67,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 5,
          "quality": 1.8,
          "difficulty": 4.2,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 2.569035743144415,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.206,
      "graded": 411,
      "counts": [
        160,
        59,
        96,
        30,
        46,
        16,
        4
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/YOUSHENG_SHI--instructor_98e9331ef0690b66352c0c4a"
  },
  {
    "instructor_uid": "instructor_beaa2ba123a3ed1dfa42136b",
    "source": "madgrades",
    "source_instructor_id": "4892182",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHAOSAI HUANG",
    "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": 16,
      "quality": 1.5,
      "difficulty": 3.38,
      "quality_count": 16,
      "difficulty_count": 16,
      "profile_id": "rmp:2437155",
      "source_url": "https://www.ratemyprofessors.com/professor/2437155",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:06:05.353673+00:00",
      "courses": {
        "course_65e8e94bbd9a434f7539af0a": {
          "review_count": 3,
          "quality": 1.67,
          "difficulty": 3,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 10,
          "quality": 1,
          "difficulty": 3.4,
          "quality_count": 10,
          "difficulty_count": 10
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.699825435303664,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.033,
      "graded": 382,
      "counts": [
        144,
        59,
        64,
        34,
        36,
        27,
        18
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/SHAOSAI_HUANG--instructor_beaa2ba123a3ed1dfa42136b"
  },
  {
    "instructor_uid": "instructor_cca82478504297c2399321c4",
    "source": "madgrades",
    "source_instructor_id": "6242902",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BRIAN HEPLER",
    "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": 3.493,
      "graded": 896,
      "counts": [
        604,
        53,
        99,
        27,
        70,
        24,
        19
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/BRIAN_HEPLER--instructor_cca82478504297c2399321c4"
  },
  {
    "instructor_uid": "instructor_49a66e28b37e5752a789849c",
    "source": "madgrades",
    "source_instructor_id": "4616028",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LAURENTIU MAXIM",
    "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": 89,
      "quality": 2.88,
      "difficulty": 3.56,
      "quality_count": 89,
      "difficulty_count": 89,
      "profile_id": "rmp:1408142",
      "source_url": "https://www.ratemyprofessors.com/professor/1408142",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:23:54.846088+00:00",
      "courses": {
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 2,
          "quality": 2.5,
          "difficulty": 5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 5,
          "quality": 2.4,
          "difficulty": 4,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 25,
          "quality": 1.36,
          "difficulty": 3.92,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 26,
          "quality": 3.65,
          "difficulty": 3,
          "quality_count": 26,
          "difficulty_count": 26
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 2,
          "quality": 2.5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 6,
          "quality": 3.17,
          "difficulty": 3.67,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_5d98ff5f6adce2207e394dc6": {
          "review_count": 4,
          "quality": 4.75,
          "difficulty": 4.25,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.0230616116599256,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.859,
      "graded": 3074,
      "counts": [
        936,
        266,
        772,
        223,
        508,
        225,
        144
      ],
      "sections": 66
    },
    "instructor_url": "/instructors/LAURENTIU_MAXIM--instructor_49a66e28b37e5752a789849c"
  },
  {
    "instructor_uid": "instructor_8779cbf2cbe1e0b379b7d322",
    "source": "madgrades",
    "source_instructor_id": "4148279",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SIMON MARSHALL",
    "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": 50,
      "quality": 2.5,
      "difficulty": 3.78,
      "quality_count": 50,
      "difficulty_count": 50,
      "profile_id": "rmp:1972415",
      "source_url": "https://www.ratemyprofessors.com/professor/1972415",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:05:30.349155+00:00",
      "courses": {
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 18,
          "quality": 2.22,
          "difficulty": 4.39,
          "quality_count": 18,
          "difficulty_count": 18
        },
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 4,
          "quality": 3.25,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 21,
          "quality": 2.29,
          "difficulty": 3.57,
          "quality_count": 21,
          "difficulty_count": 21
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 3,
          "quality": 2.33,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 2.831338795299027,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.066,
      "graded": 1448,
      "counts": [
        534,
        203,
        286,
        127,
        168,
        81,
        49
      ],
      "sections": 29
    },
    "instructor_url": "/instructors/SIMON_MARSHALL--instructor_8779cbf2cbe1e0b379b7d322"
  },
  {
    "instructor_uid": "instructor_9234237662d7c5eec204c1af",
    "source": "madgrades",
    "source_instructor_id": "6318982",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HARRY LEE",
    "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": 2.651,
      "graded": 778,
      "counts": [
        119,
        65,
        193,
        160,
        163,
        54,
        24
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/HARRY_LEE--instructor_9234237662d7c5eec204c1af"
  },
  {
    "instructor_uid": "instructor_2a657e6028819ec80f2c54ab",
    "source": "madgrades",
    "source_instructor_id": "6403656",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JIUHUA HU",
    "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": 18,
      "quality": 3.17,
      "difficulty": 3.33,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2731368",
      "source_url": "https://www.ratemyprofessors.com/professor/2731368",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:32:14.789308+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 11,
          "quality": 2.55,
          "difficulty": 3.27,
          "quality_count": 11,
          "difficulty_count": 11
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 7,
          "quality": 4.14,
          "difficulty": 3.43,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.4277293597613663,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.081,
      "graded": 498,
      "counts": [
        169,
        82,
        107,
        39,
        62,
        29,
        10
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/JIUHUA_HU"
  },
  {
    "instructor_uid": "instructor_426fba9cae006e259ed01714",
    "source": "madgrades",
    "source_instructor_id": "5024592",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DOHYUN KWON",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 10,
      "quality": 4,
      "difficulty": 3.7,
      "quality_count": 10,
      "difficulty_count": 10,
      "profile_id": "rmp:2697840",
      "source_url": "https://www.ratemyprofessors.com/professor/2697840",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:27.145832+00:00",
      "courses": {
        "course_dcdb624e3fb8cbaf9a557ab9": {
          "review_count": 3,
          "quality": 3.67,
          "difficulty": 4.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 7,
          "quality": 4.14,
          "difficulty": 3.43,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.7731238556977305,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.045,
      "graded": 277,
      "counts": [
        107,
        23,
        64,
        24,
        36,
        11,
        12
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/DOHYUN_KWON"
  },
  {
    "instructor_uid": "instructor_773e5f875b33f9cd2ca34e97",
    "source": "madgrades",
    "source_instructor_id": "5689588",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ZIQUAN YANG",
    "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": 15,
      "quality": 3.73,
      "difficulty": 3.93,
      "quality_count": 15,
      "difficulty_count": 15,
      "profile_id": "rmp:2743901",
      "source_url": "https://www.ratemyprofessors.com/professor/2743901",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:56:09.554598+00:00",
      "courses": {
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 11,
          "quality": 4,
          "difficulty": 3.91,
          "quality_count": 11,
          "difficulty_count": 11
        }
      },
      "bayesian_quality": 3.6898204477409116,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.112,
      "graded": 569,
      "counts": [
        229,
        65,
        118,
        36,
        78,
        27,
        16
      ],
      "sections": 11
    },
    "instructor_url": "/instructors/ZIQUAN_YANG"
  },
  {
    "instructor_uid": "instructor_319a762753c1c38883f23739",
    "source": "madgrades",
    "source_instructor_id": "6448501",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PETER JUHASZ",
    "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": 2.975,
      "graded": 588,
      "counts": [
        182,
        68,
        141,
        51,
        100,
        33,
        13
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/PETER_JUHASZ"
  },
  {
    "instructor_uid": "instructor_65da733714b2ad5c9be740c6",
    "source": "madgrades",
    "source_instructor_id": "5326109",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALEKSANDRA SOBIESKA",
    "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": 3.093,
      "graded": 641,
      "counts": [
        223,
        83,
        164,
        42,
        85,
        33,
        11
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/ALEKSANDRA_SOBIESKA"
  },
  {
    "instructor_uid": "instructor_11885370039fbbf199b74dc7",
    "source": "madgrades",
    "source_instructor_id": "5173635",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ZANE LI",
    "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": 2.888,
      "graded": 338,
      "counts": [
        96,
        34,
        97,
        18,
        54,
        29,
        10
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/ZANE_LI"
  },
  {
    "instructor_uid": "instructor_1875f90a89dc101cbb5bf87c",
    "source": "madgrades",
    "source_instructor_id": "3749894",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIELLE BURTON",
    "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": 3.08,
      "graded": 410,
      "counts": [
        153,
        53,
        81,
        39,
        52,
        21,
        11
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/DANIELLE_BURTON"
  },
  {
    "instructor_uid": "instructor_ae4869778d9153766bc2f68a",
    "source": "madgrades",
    "source_instructor_id": "4001042",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KAITLYN PHILLIPSON",
    "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": 55,
      "quality": 4.38,
      "difficulty": 2.49,
      "quality_count": 55,
      "difficulty_count": 55,
      "profile_id": "rmp:2865117",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:44.691758+00:00",
      "courses": {
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 17,
          "quality": 4.41,
          "difficulty": 2.24,
          "quality_count": 17,
          "difficulty_count": 17
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 25,
          "quality": 4.04,
          "difficulty": 2.6,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 13,
          "quality": 5,
          "difficulty": 2.62,
          "quality_count": 13,
          "difficulty_count": 13
        }
      },
      "bayesian_quality": 4.187916208945759,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.081,
      "graded": 2814,
      "counts": [
        990,
        361,
        700,
        211,
        337,
        145,
        70
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/KAITLYN_PHILLIPSON--instructor_ae4869778d9153766bc2f68a"
  },
  {
    "instructor_uid": "instructor_f367292f1d54db1d8ff4cefb",
    "source": "madgrades",
    "source_instructor_id": "6401629",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BOYA WEN",
    "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": 19,
      "quality": 4.74,
      "difficulty": 3.47,
      "quality_count": 19,
      "difficulty_count": 19,
      "profile_id": "rmp:2798807",
      "source_url": "https://www.ratemyprofessors.com/professor/2798807",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:51:36.595885+00:00",
      "courses": {
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 4,
          "quality": 4.25,
          "difficulty": 3.75,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_7e12e6bf6be7a81f7ca74420": {
          "review_count": 6,
          "quality": 5,
          "difficulty": 3.83,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 9,
          "quality": 4.78,
          "difficulty": 3.11,
          "quality_count": 9,
          "difficulty_count": 9
        }
      },
      "bayesian_quality": 4.1859927095110745,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.102,
      "graded": 590,
      "counts": [
        206,
        84,
        138,
        46,
        78,
        27,
        11
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/BOYA_WEN--instructor_f367292f1d54db1d8ff4cefb"
  },
  {
    "instructor_uid": "instructor_9e5b6a7493f3e81a42d3edf4",
    "source": "madgrades",
    "source_instructor_id": "6492124",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RUHUI JIN",
    "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": 2.998,
      "graded": 681,
      "counts": [
        207,
        81,
        176,
        66,
        107,
        23,
        21
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/RUHUI_JIN--instructor_9e5b6a7493f3e81a42d3edf4"
  },
  {
    "instructor_uid": "instructor_495d959af0edec197ef1c1a4",
    "source": "madgrades",
    "source_instructor_id": "6083170",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SHENGWEN GAN",
    "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": 13,
      "quality": 2.08,
      "difficulty": 3.46,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:2933442",
      "source_url": "https://www.ratemyprofessors.com/professor/2933442",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:05:53.065256+00:00",
      "courses": {
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 1,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_0dd25611eebe714d971b7bfb": {
          "review_count": 4,
          "quality": 2,
          "difficulty": 3.5,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_bac5b63415c0e4cd6d5c3848": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 3,
          "quality": 2.33,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_63c43e7ac8225e2773df74d8": {
          "review_count": 4,
          "quality": 2,
          "difficulty": 3.75,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.0373853233615726,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.055,
      "graded": 397,
      "counts": [
        133,
        53,
        92,
        39,
        49,
        24,
        7
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/SHENGWEN_GAN--instructor_495d959af0edec197ef1c1a4"
  },
  {
    "instructor_uid": "instructor_74c6dd63cc88f0315042e3c4",
    "source": "madgrades",
    "source_instructor_id": "6492751",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FENG ZHU",
    "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": 4.43,
      "difficulty": 2.57,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2824875",
      "source_url": "https://www.ratemyprofessors.com/professor/2824875",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:39:17.750384+00:00",
      "courses": {
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.8593968767011813,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.081,
      "graded": 548,
      "counts": [
        162,
        89,
        163,
        42,
        57,
        21,
        14
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/FENG_ZHU"
  },
  {
    "instructor_uid": "instructor_c938150143be039de89fe3d1",
    "source": "madgrades",
    "source_instructor_id": "6082648",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOSHUA MUNDINGER",
    "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": 12,
      "quality": 3.75,
      "difficulty": 3.42,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2967013",
      "source_url": "https://www.ratemyprofessors.com/professor/2967013",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:01.508155+00:00",
      "courses": {
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 4.25,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_60c2767a206a079d3af2a1a4": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 7,
          "quality": 3.86,
          "difficulty": 2.86,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.693553614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.154,
      "graded": 324,
      "counts": [
        125,
        49,
        65,
        25,
        41,
        11,
        8
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/JOSHUA_MUNDINGER--instructor_c938150143be039de89fe3d1"
  },
  {
    "instructor_uid": "instructor_c169539ae6abe548e11c4b24",
    "source": "madgrades",
    "source_instructor_id": "6587852",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TERRY HARRIS",
    "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": 18,
      "quality": 3.28,
      "difficulty": 2.94,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2947786",
      "source_url": "https://www.ratemyprofessors.com/professor/2947786",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:02:24.941136+00:00",
      "courses": {
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_6bc496e4640fd08f71e1b041": {
          "review_count": 16,
          "quality": 3.31,
          "difficulty": 2.94,
          "quality_count": 16,
          "difficulty_count": 16
        }
      },
      "bayesian_quality": 3.4798346229192605,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.957,
      "graded": 692,
      "counts": [
        234,
        62,
        155,
        54,
        126,
        41,
        20
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/TERRY_HARRIS--instructor_c169539ae6abe548e11c4b24"
  },
  {
    "instructor_uid": "instructor_682fdb912c188130e6fcf21f",
    "source": "madgrades",
    "source_instructor_id": "6587851",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HYUKPYO HONG",
    "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": 13,
      "quality": 5,
      "difficulty": 2.54,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:3002810",
      "source_url": "https://www.ratemyprofessors.com/professor/3002810",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:36:18.690338+00:00",
      "courses": {
        "course_5d5f3a3f185baf9eaaa98221": {
          "review_count": 5,
          "quality": 5,
          "difficulty": 2.8,
          "quality_count": 5,
          "difficulty_count": 5
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 2.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 4.187688353664603,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.159,
      "graded": 833,
      "counts": [
        289,
        130,
        210,
        61,
        108,
        22,
        13
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/HYUKPYO_HONG--instructor_682fdb912c188130e6fcf21f"
  },
  {
    "instructor_uid": "instructor_7f6ea70d7cbf47dca5c5f58b",
    "source": "madgrades",
    "source_instructor_id": "3843717",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOSE RODRIGUEZ",
    "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": 47,
      "quality": 1.91,
      "difficulty": 3.55,
      "quality_count": 47,
      "difficulty_count": 47,
      "profile_id": "rmp:2432572",
      "source_url": "https://www.ratemyprofessors.com/professor/2432572",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:27.091776+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 9,
          "quality": 1.56,
          "difficulty": 4.22,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 9,
          "quality": 2.22,
          "difficulty": 3.89,
          "quality_count": 9,
          "difficulty_count": 9
        },
        "course_8634dde81cc95f6c58014087": {
          "review_count": 10,
          "quality": 1.6,
          "difficulty": 3.4,
          "quality_count": 10,
          "difficulty_count": 10
        },
        "course_6a5fd6b22fd05d58426ea680": {
          "review_count": 3,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_cc1de60e9953cdd9c469e9a5": {
          "review_count": 7,
          "quality": 1.57,
          "difficulty": 3,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 6,
          "quality": 3,
          "difficulty": 2.83,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 2.432294263745252,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.198,
      "graded": 1054,
      "counts": [
        498,
        104,
        195,
        69,
        102,
        53,
        33
      ],
      "sections": 40
    },
    "instructor_url": "/instructors/JOSE_RODRIGUEZ--instructor_7f6ea70d7cbf47dca5c5f58b"
  },
  {
    "instructor_uid": "instructor_9ec0bf4261e7438eaaa4437f",
    "source": "madgrades",
    "source_instructor_id": "6688133",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIMUR YASTRZHEMBSKIY",
    "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": 3.57,
      "difficulty": 3.57,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:3039897",
      "source_url": "https://www.ratemyprofessors.com/professor/3039897",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:34.429504+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 7,
          "quality": 3.57,
          "difficulty": 3.57,
          "quality_count": 7,
          "difficulty_count": 7
        }
      },
      "bayesian_quality": 3.6364339137382187,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.984,
      "graded": 213,
      "counts": [
        60,
        25,
        55,
        24,
        37,
        9,
        3
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/TIMUR_YASTRZHEMBSKIY--instructor_9ec0bf4261e7438eaaa4437f"
  },
  {
    "instructor_uid": "instructor_d3d844e82799288c5b323621",
    "source": "madgrades",
    "source_instructor_id": "5317215",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YAYI FU",
    "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": 17,
      "quality": 2.29,
      "difficulty": 3.41,
      "quality_count": 17,
      "difficulty_count": 17,
      "profile_id": "rmp:3041657",
      "source_url": "https://www.ratemyprofessors.com/professor/3041657",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:58:01.953760+00:00",
      "courses": {
        "course_364c50303ed83d1234b4ea51": {
          "review_count": 4,
          "quality": 3.25,
          "difficulty": 3,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_4aa5bbed0c86993f5f0dc832": {
          "review_count": 7,
          "quality": 2.43,
          "difficulty": 3.29,
          "quality_count": 7,
          "difficulty_count": 7
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 1.5,
          "difficulty": 3.83,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.0303706938089707,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.163,
      "graded": 249,
      "counts": [
        96,
        36,
        51,
        25,
        26,
        10,
        5
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/YAYI_FU--instructor_d3d844e82799288c5b323621"
  },
  {
    "instructor_uid": "instructor_fd25402e40e35b7d6f81a74c",
    "source": "madgrades",
    "source_instructor_id": "6688469",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LARS NIEDORF",
    "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": 11,
      "quality": 4.55,
      "difficulty": 3.18,
      "quality_count": 11,
      "difficulty_count": 11,
      "profile_id": "rmp:3063233",
      "source_url": "https://www.ratemyprofessors.com/professor/3063233",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:24:18.343335+00:00",
      "courses": {
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_0dd25611eebe714d971b7bfb": {
          "review_count": 3,
          "quality": 4.33,
          "difficulty": 2.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 6,
          "quality": 4.67,
          "difficulty": 3.5,
          "quality_count": 6,
          "difficulty_count": 6
        }
      },
      "bayesian_quality": 3.9756037313203842,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.155,
      "graded": 448,
      "counts": [
        178,
        49,
        110,
        28,
        53,
        24,
        6
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/LARS_NIEDORF--instructor_fd25402e40e35b7d6f81a74c"
  },
  {
    "instructor_uid": "instructor_5ef0dd436ef3a17c11ba1768",
    "source": "madgrades",
    "source_instructor_id": "6688470",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YASSINE TISSAOUI",
    "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": 29,
      "quality": 1.66,
      "difficulty": 3.79,
      "quality_count": 29,
      "difficulty_count": 29,
      "profile_id": "rmp:3066542",
      "source_url": "https://www.ratemyprofessors.com/professor/3066542",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:58:02.716209+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 2.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 2.4761982789986106,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.098,
      "graded": 469,
      "counts": [
        162,
        69,
        105,
        35,
        69,
        23,
        6
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/YASSINE_TISSAOUI--instructor_5ef0dd436ef3a17c11ba1768"
  },
  {
    "instructor_uid": "instructor_2b5129159b5f5710eedabbaf",
    "source": "madgrades",
    "source_instructor_id": "6806521",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "YANG YANG",
    "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": 3.62,
      "difficulty": 3.5,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:3131256",
      "source_url": "https://www.ratemyprofessors.com/professor/3131256",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 15:58:08.346465+00:00",
      "courses": {
        "course_fa53f4954bab469b5d4c4fe3": {
          "review_count": 4,
          "quality": 4.25,
          "difficulty": 3.75,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 3,
          "quality": 2.67,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6483469882475683,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.983,
      "graded": 212,
      "counts": [
        64,
        23,
        54,
        20,
        39,
        6,
        6
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/YANG_YANG--instructor_2b5129159b5f5710eedabbaf"
  },
  {
    "instructor_uid": "instructor_3fb1dee0eb838af49c008337",
    "source": "madgrades",
    "source_instructor_id": "6689169",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HONGCHANG JI",
    "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": 3.069,
      "graded": 145,
      "counts": [
        43,
        26,
        37,
        10,
        20,
        6,
        3
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/HONGCHANG_JI"
  },
  {
    "instructor_uid": "instructor_890756f7916a4245e6f1325a",
    "source": "madgrades",
    "source_instructor_id": "6806570",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PAIGE HILLEN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 6,
      "quality": 5,
      "difficulty": 2.17,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:3142126",
      "source_url": "https://www.ratemyprofessors.com/professor/3142126",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:56.376780+00:00",
      "courses": {
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.9689890642666117,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.135,
      "graded": 115,
      "counts": [
        50,
        7,
        25,
        8,
        18,
        5,
        2
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/PAIGE_HILLEN--instructor_890756f7916a4245e6f1325a"
  },
  {
    "instructor_uid": "instructor_a40d13bd575b80fdf50263f3",
    "source": "madgrades",
    "source_instructor_id": "5037247",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GIORGIO YOUNG",
    "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": 2,
      "quality": 5,
      "difficulty": 3,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3153448",
      "source_url": "https://www.ratemyprofessors.com/professor/3153448",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:20.571060+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.781532530496905,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.991,
      "graded": 158,
      "counts": [
        51,
        19,
        37,
        14,
        22,
        12,
        3
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/GIORGIO_YOUNG--instructor_a40d13bd575b80fdf50263f3"
  },
  {
    "instructor_uid": "instructor_d43b61daff21136dd6ac12c4",
    "source": "madgrades",
    "source_instructor_id": "5336847",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BEN JOHNSRUDE",
    "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": 4,
      "quality": 4.5,
      "difficulty": 3.5,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:3116884",
      "source_url": "https://www.ratemyprofessors.com/professor/3116884",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:52:15.647130+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 4,
          "quality": 4.5,
          "difficulty": 3.5,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.7997381529554963,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.93,
      "graded": 230,
      "counts": [
        74,
        28,
        50,
        14,
        36,
        23,
        5
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/BEN_JOHNSRUDE--instructor_d43b61daff21136dd6ac12c4"
  },
  {
    "instructor_uid": "instructor_f42ec87708a24275d1d813fa",
    "source": "madgrades",
    "source_instructor_id": "6804063",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BRANDIS WHITFIELD",
    "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": 3.027,
      "graded": 75,
      "counts": [
        23,
        15,
        15,
        5,
        11,
        3,
        3
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/BRANDIS_WHITFIELD--instructor_f42ec87708a24275d1d813fa"
  },
  {
    "instructor_uid": "instructor_71deac525bda4b5ba6fb69a0",
    "source": "madgrades",
    "source_instructor_id": "4613620",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NICHOLAS DERR",
    "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": 3,
      "quality": 5,
      "difficulty": 2.33,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:3161381",
      "source_url": "https://www.ratemyprofessors.com/professor/3161381",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:14:14.756340+00:00",
      "courses": {
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2.33,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.8345093769970395,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 2.973,
      "graded": 278,
      "counts": [
        74,
        33,
        92,
        28,
        23,
        23,
        5
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/NICHOLAS_DERR--instructor_71deac525bda4b5ba6fb69a0"
  },
  {
    "instructor_uid": "instructor_15bfe8c362842d3aab17c8f3",
    "source": "enrollment",
    "source_instructor_id": "yzang27",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Yourong Zang",
    "email": "YOURONG.ZANG@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/YOURONG_ZANG"
  },
  {
    "instructor_uid": "instructor_23c947670f6a25f75b38c763",
    "source": "enrollment",
    "source_instructor_id": "xhuang543",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Lattice Huang",
    "email": "XHUANG543@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/LATTICE_HUANG"
  },
  {
    "instructor_uid": "instructor_90fe8b6c41e9a528d11219da",
    "source": "enrollment",
    "source_instructor_id": "bellek",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Celal Can Bellek",
    "email": "BELLEK@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/CELAL_CAN_BELLEK"
  },
  {
    "instructor_uid": "instructor_a756a868088a1956ff5083d7",
    "source": "enrollment",
    "source_instructor_id": "jamessina",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jack Messina",
    "email": "JAMESSINA@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/JACK_MESSINA"
  },
  {
    "instructor_uid": "instructor_b72f557dc64939ca32f6a640",
    "source": "enrollment",
    "source_instructor_id": "kphillipson",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Kaitlyn Phillipson",
    "email": "KPHILLIPSON@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": 55,
      "quality": 4.38,
      "difficulty": 2.49,
      "quality_count": 55,
      "difficulty_count": 55,
      "profile_id": "rmp:2865117",
      "source_url": "https://www.ratemyprofessors.com/professor/2865117",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:44.691758+00:00",
      "courses": {
        "course_0002a781bc9543f3a2ac1a94": {
          "review_count": 17,
          "quality": 4.41,
          "difficulty": 2.24,
          "quality_count": 17,
          "difficulty_count": 17
        },
        "course_9b0dc1865ea603eb0083bc33": {
          "review_count": 25,
          "quality": 4.04,
          "difficulty": 2.6,
          "quality_count": 25,
          "difficulty_count": 25
        },
        "course_eec4aae06b946a73f1878be4": {
          "review_count": 13,
          "quality": 5,
          "difficulty": 2.62,
          "quality_count": 13,
          "difficulty_count": 13
        }
      },
      "bayesian_quality": 4.187916208945759,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KAITLYN_PHILLIPSON"
  },
  {
    "instructor_uid": "instructor_c3aeb456b559993b2fa79006",
    "source": "enrollment",
    "source_instructor_id": "haeussleralb",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Rio Haeussler Albi",
    "email": "HAEUSSLERALB@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/RIO_HAEUSSLER_ALBI"
  },
  {
    "instructor_uid": "instructor_f6a365d9ffb188b027bffbad",
    "source": "enrollment",
    "source_instructor_id": "hillen2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Paige Hillen",
    "email": "HILLEN2@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": 6,
      "quality": 5,
      "difficulty": 2.17,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:3142126",
      "source_url": "https://www.ratemyprofessors.com/professor/3142126",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:56.376780+00:00",
      "courses": {
        "course_7d3f055b392d74c588d35d0b": {
          "review_count": 3,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        }
      },
      "bayesian_quality": 3.9689890642666117,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/PAIGE_HILLEN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Bing Li",
      "XIUXIONG CHEN"
    ],
    "a": 34,
    "ab": 17,
    "b": 36,
    "bc": 9,
    "c": 24,
    "d": 11,
    "f": 12,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 143,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "KATHRIN BRINGMANN",
      "ROBERT WILSON"
    ],
    "a": 33,
    "ab": 4,
    "b": 28,
    "bc": 8,
    "c": 29,
    "d": 11,
    "f": 5,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 119,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "ARUN RAM",
      "Bing Li",
      "DIETRICH UHLENBROCK",
      "JUN CHEN",
      "RICHARD A BRUALDI"
    ],
    "a": 39,
    "ab": 21,
    "b": 28,
    "bc": 8,
    "c": 20,
    "d": 6,
    "f": 2,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 126,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "GABRIELE MEYER",
      "HSIAN-HUA TSENG",
      "KE ZHU",
      "MUSTAFA KALAFAT"
    ],
    "a": 45,
    "ab": 32,
    "b": 20,
    "bc": 40,
    "c": 17,
    "d": 4,
    "f": 4,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 164,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "ALEXANDER NAGEL",
      "YONG-GEUN OH"
    ],
    "a": 50,
    "ab": 14,
    "b": 31,
    "bc": 9,
    "c": 17,
    "d": 9,
    "f": 6,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 137,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "CONCETTA M. GOMEZ",
      "RIAD MASRI"
    ],
    "a": 35,
    "ab": 17,
    "b": 31,
    "bc": 8,
    "c": 13,
    "d": 6,
    "f": 6,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 117,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "AMIR ASSADI",
      "SHIRIN MALEKPOUR"
    ],
    "a": 51,
    "ab": 10,
    "b": 30,
    "bc": 10,
    "c": 24,
    "d": 16,
    "f": 13,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 154,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "FLORIAN BERTRAND",
      "GABRIELE MEYER",
      "MUSTAFA KALAFAT"
    ],
    "a": 50,
    "ab": 52,
    "b": 48,
    "bc": 17,
    "c": 18,
    "d": 9,
    "f": 4,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 198,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "DONALD PASSMAN",
      "FLORIAN BERTRAND"
    ],
    "a": 47,
    "ab": 32,
    "b": 46,
    "bc": 13,
    "c": 14,
    "d": 4,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 159,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "ROBERT WILSON",
      "Sean Paul"
    ],
    "a": 36,
    "ab": 22,
    "b": 56,
    "bc": 18,
    "c": 38,
    "d": 21,
    "f": 8,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 200,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "Tullia Dymarz",
      "YONG-GEUN OH"
    ],
    "a": 38,
    "ab": 23,
    "b": 41,
    "bc": 16,
    "c": 23,
    "d": 16,
    "f": 9,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 2,
    "not_reported": 0,
    "other": 0,
    "total": 170,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "SHAMGAR GUREVICH",
      "SHARAD CHANDARANA"
    ],
    "a": 52,
    "ab": 37,
    "b": 17,
    "bc": 9,
    "c": 7,
    "d": 16,
    "f": 9,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 147,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "LINDSAY STOVALL",
      "MINGZHONG CAI",
      "SHARAD CHANDARANA"
    ],
    "a": 41,
    "ab": 13,
    "b": 33,
    "bc": 19,
    "c": 26,
    "d": 8,
    "f": 4,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 145,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "GREGORY SHINAULT",
      "ROBERT HARRON",
      "SHARAD CHANDARANA"
    ],
    "a": 55,
    "ab": 33,
    "b": 39,
    "bc": 19,
    "c": 16,
    "d": 5,
    "f": 6,
    "satisfactory": 0,
    "unsatisfactory": 1,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 175,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "SEAN ROSTAMI",
      "SHARAD CHANDARANA"
    ],
    "a": 16,
    "ab": 9,
    "b": 42,
    "bc": 11,
    "c": 41,
    "d": 23,
    "f": 12,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 156,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "SHAMGAR GUREVICH",
      "SHARAD CHANDARANA",
      "Sean Paul"
    ],
    "a": 87,
    "ab": 63,
    "b": 32,
    "bc": 20,
    "c": 23,
    "d": 9,
    "f": 4,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 239,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "DANIEL DRAKE",
      "SHARAD CHANDARANA"
    ],
    "a": 35,
    "ab": 14,
    "b": 35,
    "bc": 19,
    "c": 24,
    "d": 26,
    "f": 11,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 164,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "DANIEL DRAKE"
    ],
    "a": 31,
    "ab": 11,
    "b": 55,
    "bc": 25,
    "c": 32,
    "d": 6,
    "f": 11,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 171,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "ALEXANDRA KJUCHUKOVA",
      "Jing Wang"
    ],
    "a": 47,
    "ab": 15,
    "b": 53,
    "bc": 11,
    "c": 38,
    "d": 26,
    "f": 12,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 203,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "ALEXANDER HANHART",
      "LAURA VILLAFUERTE ALTUZAR"
    ],
    "a": 54,
    "ab": 41,
    "b": 65,
    "bc": 40,
    "c": 35,
    "d": 17,
    "f": 11,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 1,
    "total": 264,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "Mariya Soskova"
    ],
    "a": 79,
    "ab": 33,
    "b": 64,
    "bc": 26,
    "c": 42,
    "d": 29,
    "f": 6,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 279,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "DONGHYUN LEE"
    ],
    "a": 92,
    "ab": 9,
    "b": 96,
    "bc": 41,
    "c": 62,
    "d": 21,
    "f": 6,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 327,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "ALEXANDER HANHART",
      "Autumn Kent"
    ],
    "a": 101,
    "ab": 30,
    "b": 80,
    "bc": 32,
    "c": 45,
    "d": 36,
    "f": 12,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 337,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "DONGHYUN LEE",
      "SHARAD CHANDARANA"
    ],
    "a": 76,
    "ab": 33,
    "b": 102,
    "bc": 68,
    "c": 76,
    "d": 14,
    "f": 13,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 383,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "ALEXANDER HANHART",
      "Autumn Kent"
    ],
    "a": 141,
    "ab": 41,
    "b": 109,
    "bc": 24,
    "c": 68,
    "d": 31,
    "f": 14,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 2,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 430,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "ALEXANDER HANHART",
      "ROBERT GRIZZARD",
      "SHARAD CHANDARANA"
    ],
    "a": 113,
    "ab": 22,
    "b": 133,
    "bc": 33,
    "c": 103,
    "d": 29,
    "f": 10,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 443,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "GARY HOWARD SCHROEDER",
      "TREVOR LESLIE"
    ],
    "a": 123,
    "ab": 54,
    "b": 98,
    "bc": 65,
    "c": 64,
    "d": 35,
    "f": 9,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 449,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Brian Hepler",
      "SHAOSAI HUANG",
      "YOUSHENG SHI"
    ],
    "a": 215,
    "ab": 41,
    "b": 49,
    "bc": 13,
    "c": 3,
    "d": 4,
    "f": 1,
    "satisfactory": 102,
    "unsatisfactory": 10,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 439,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "HARRY LEE",
      "Laurentiu Maxim",
      "SIMON MARSHALL"
    ],
    "a": 138,
    "ab": 41,
    "b": 121,
    "bc": 42,
    "c": 107,
    "d": 17,
    "f": 22,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 489,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "DOHYUN KWON",
      "JIUHUA HU",
      "ZIQUAN YANG"
    ],
    "a": 201,
    "ab": 60,
    "b": 124,
    "bc": 38,
    "c": 73,
    "d": 32,
    "f": 18,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 21,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 567,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "ALEKSANDRA SOBIESKA",
      "PETER JUHASZ"
    ],
    "a": 145,
    "ab": 50,
    "b": 108,
    "bc": 31,
    "c": 83,
    "d": 20,
    "f": 6,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 448,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "BOYA WEN",
      "DANIELLE BURTON",
      "Kaitlyn Phillipson",
      "ZANE LI",
      "ZIQUAN YANG"
    ],
    "a": 217,
    "ab": 81,
    "b": 188,
    "bc": 53,
    "c": 107,
    "d": 47,
    "f": 14,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 15,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 722,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "JIUHUA HU",
      "Kaitlyn Phillipson",
      "RUHUI JIN",
      "YOUSHENG SHI"
    ],
    "a": 206,
    "ab": 84,
    "b": 161,
    "bc": 59,
    "c": 112,
    "d": 36,
    "f": 20,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 12,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 691,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "FENG ZHU",
      "JOSHUA MUNDINGER",
      "Kaitlyn Phillipson",
      "SHENGWEN GAN"
    ],
    "a": 268,
    "ab": 92,
    "b": 189,
    "bc": 60,
    "c": 111,
    "d": 43,
    "f": 17,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 787,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "PETER JUHASZ",
      "Sean Paul",
      "TERRY HARRIS"
    ],
    "a": 215,
    "ab": 81,
    "b": 168,
    "bc": 66,
    "c": 113,
    "d": 42,
    "f": 19,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 10,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 714,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "HYUKPYO HONG",
      "Jose Rodriguez",
      "Lars Niedorf",
      "TIMUR YASTRZHEMBSKIY",
      "Yayi Fu"
    ],
    "a": 234,
    "ab": 105,
    "b": 206,
    "bc": 66,
    "c": 100,
    "d": 35,
    "f": 8,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 10,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 764,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Jose Rodriguez",
      "Lars Niedorf",
      "RUHUI JIN",
      "TIMUR YASTRZHEMBSKIY",
      "YASSINE TISSAOUI"
    ],
    "a": 191,
    "ab": 62,
    "b": 161,
    "bc": 59,
    "c": 103,
    "d": 31,
    "f": 14,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 5,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 627,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "BRANDIS WHITFIELD",
      "Ben Johnsrude",
      "GIORGIO YOUNG",
      "HONGCHANG JI",
      "Paige Hillen",
      "TERRY HARRIS",
      "Yang Yang"
    ],
    "a": 183,
    "ab": 60,
    "b": 153,
    "bc": 52,
    "c": 105,
    "d": 36,
    "f": 19,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 610,
    "source_aliases": [
      "MATH 340"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MATH 340",
    "course_uid": "course_eec4aae06b946a73f1878be4",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Ben Johnsrude",
      "Jose Rodriguez",
      "NICHOLAS DERR"
    ],
    "a": 131,
    "ab": 57,
    "b": 118,
    "bc": 40,
    "c": 59,
    "d": 52,
    "f": 12,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 16,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 485,
    "source_aliases": [
      "MATH 340"
    ]
  }
]
```

### statistics

#### gpa

2.942

#### graded

13098

#### counts

* 3945
* 1516
* 3194
* 1197
* 2015
* 839
* 392

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_eec4aae06b946a73f1878be4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_eec4aae06b946a73f1878be4-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_eec4aae06b946a73f1878be4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_eec4aae06b946a73f1878be4-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_eec4aae06b946a73f1878be4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_eec4aae06b946a73f1878be4-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_eec4aae06b946a73f1878be4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_eec4aae06b946a73f1878be4-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_eec4aae06b946a73f1878be4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_eec4aae06b946a73f1878be4-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

2.941632310276378

#### count

13098

#### university

##### size

5784

##### gpa Percentile

1

##### count Percentile

99

##### median Count

240.5

##### 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 | 12    | false   |
| 2.8–3.2 | 363   | true    |
| 3.2–3.6 | 1576  | false   |
| 3.6–4.0 | 3833  | false   |

#### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 136,
      "gpaPercentile": 6,
      "countPercentile": 96,
      "medianCount": 272.5,
      "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": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 33,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 25,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 74,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

2.6923076923076925

##### count

143

##### university

###### size

723

###### gpa Percentile

3

###### count Percentile

79

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 62    | true    |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | false   |
| 3.6–4.0 | 180   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 21,
      "gpaPercentile": 35,
      "countPercentile": 55,
      "medianCount": 115,
      "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": 10,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1074

##### term

1074

##### gpa

2.7033898305084745

##### count

118

##### university

###### size

695

###### gpa Percentile

4

###### count Percentile

73

###### 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 | 3     | false   |
| 2.4–2.8 | 53    | true    |
| 2.8–3.2 | 184   | false   |
| 3.2–3.6 | 256   | false   |
| 3.6–4.0 | 199   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 17,
      "gpaPercentile": 44,
      "countPercentile": 44,
      "medianCount": 133,
      "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": 3,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 8,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1082

##### term

1082

##### gpa

3.060483870967742

##### count

124

##### university

###### size

723

###### gpa Percentile

23

###### count Percentile

73

###### 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   | true    |
| 3.2–3.6 | 265   | false   |
| 3.6–4.0 | 204   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 74,
      "countPercentile": 53,
      "medianCount": 122,
      "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": 9,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1084

##### term

1084

##### gpa

3.0246913580246915

##### count

162

##### university

###### size

720

###### gpa Percentile

19

###### count Percentile

83

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 207   | true    |
| 3.2–3.6 | 248   | false   |
| 3.6–4.0 | 217   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 67,
      "countPercentile": 67,
      "medianCount": 88.5,
      "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": 2,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 9,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1092

##### term

1092

##### gpa

2.9963235294117645

##### count

136

##### university

###### size

732

###### gpa Percentile

15

###### count Percentile

76

###### 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   | true    |
| 3.2–3.6 | 271   | false   |
| 3.6–4.0 | 211   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 22,
      "gpaPercentile": 62,
      "countPercentile": 57,
      "medianCount": 131,
      "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": 9,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1094

##### term

1094

##### gpa

2.9698275862068964

##### count

116

##### university

###### size

758

###### gpa Percentile

14

###### count Percentile

73

###### median Count

71

###### 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 | 35    | false   |
| 2.8–3.2 | 226   | true    |
| 3.2–3.6 | 259   | false   |
| 3.6–4.0 | 236   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 19,
      "gpaPercentile": 72,
      "countPercentile": 56,
      "medianCount": 108,
      "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": 6,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1102

##### term

1102

##### gpa

2.7142857142857144

##### count

154

##### university

###### size

774

###### gpa Percentile

4

###### count Percentile

81

###### median Count

67

###### histogram

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 27,
      "gpaPercentile": 19,
      "countPercentile": 73,
      "medianCount": 76,
      "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": 8,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1104

##### term

1104

##### gpa

3.0984848484848486

##### count

198

##### university

###### size

793

###### gpa Percentile

25

###### count Percentile

88

###### 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 | 4     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 205   | true    |
| 3.2–3.6 | 294   | false   |
| 3.6–4.0 | 241   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 23,
      "gpaPercentile": 64,
      "countPercentile": 73,
      "medianCount": 98,
      "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": 3,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 6,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1112

##### term

1112

##### gpa

3.160377358490566

##### count

159

##### university

###### size

805

###### gpa Percentile

29

###### count Percentile

83

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 26,
      "gpaPercentile": 72,
      "countPercentile": 68,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 7,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 1,
          "current": false
        }
      ]
    }
  }
]
```

#### 1114

##### term

1114

##### gpa

2.6683417085427137

##### count

199

##### university

###### size

804

###### gpa Percentile

2

###### count Percentile

89

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 53    | true    |
| 2.8–3.2 | 231   | false   |
| 3.2–3.6 | 292   | false   |
| 3.6–4.0 | 227   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 26,
      "gpaPercentile": 20,
      "countPercentile": 76,
      "medianCount": 83.5,
      "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": 8,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1122

##### term

1122

##### gpa

2.7560240963855422

##### count

166

##### university

###### size

804

###### gpa Percentile

5

###### count Percentile

84

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 27,
      "gpaPercentile": 35,
      "countPercentile": 69,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 9,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 14,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1124

##### term

1124

##### gpa

3

##### count

147

##### university

###### size

821

###### gpa Percentile

17

###### count Percentile

82

###### 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 | 39    | false   |
| 2.8–3.2 | 223   | true    |
| 3.2–3.6 | 278   | false   |
| 3.6–4.0 | 280   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 28,
      "gpaPercentile": 67,
      "countPercentile": 67,
      "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": 11,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1132

##### term

1132

##### gpa

2.888888888888889

##### count

144

##### university

###### size

851

###### gpa Percentile

7

###### count Percentile

81

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 25,
      "gpaPercentile": 46,
      "countPercentile": 58,
      "medianCount": 108,
      "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": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1134

##### term

1134

##### gpa

3.1040462427745665

##### count

173

##### university

###### size

852

###### gpa Percentile

23

###### count Percentile

87

###### 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 | 30    | false   |
| 2.8–3.2 | 229   | true    |
| 3.2–3.6 | 304   | false   |
| 3.6–4.0 | 287   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 26,
      "gpaPercentile": 84,
      "countPercentile": 72,
      "medianCount": 83.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 19,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 0,
          "current": false
        }
      ]
    }
  }
]
```

#### 1142

##### term

1142

##### gpa

2.2987012987012987

##### count

154

##### university

###### size

853

###### gpa Percentile

0

###### count Percentile

83

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 31,
      "gpaPercentile": 0,
      "countPercentile": 67,
      "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": 2,
          "current": true
        },
        {
          "range": "2.4–2.8",
          "count": 8,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 10,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1144

##### term

1144

##### gpa

3.2331932773109244

##### count

238

##### university

###### size

878

###### gpa Percentile

35

###### count Percentile

92

###### 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 | 4     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 243   | false   |
| 3.2–3.6 | 302   | true    |
| 3.6–4.0 | 299   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 30,
      "gpaPercentile": 93,
      "countPercentile": 79,
      "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": 2,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 6,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 19,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1152

##### term

1152

##### gpa

2.533536585365854

##### count

164

##### university

###### size

918

###### gpa Percentile

0

###### count Percentile

85

###### median Count

65

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 33    | true    |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 286   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 34,
      "gpaPercentile": 3,
      "countPercentile": 70,
      "medianCount": 82,
      "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": 5,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1154

##### term

1154

##### gpa

2.690058479532164

##### count

171

##### university

###### size

935

###### gpa Percentile

2

###### count Percentile

87

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 33,
      "gpaPercentile": 19,
      "countPercentile": 75,
      "medianCount": 69,
      "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": 10,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

2.618811881188119

##### count

202

##### university

###### size

954

###### gpa Percentile

1

###### count Percentile

89

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 36,
      "gpaPercentile": 6,
      "countPercentile": 74,
      "medianCount": 74.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 3,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 20,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1164

##### term

1164

##### gpa

2.8193916349809887

##### count

263

##### university

###### size

965

###### gpa Percentile

5

###### count Percentile

93

###### 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   | true    |
| 3.2–3.6 | 319   | false   |
| 3.6–4.0 | 390   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 32,
      "gpaPercentile": 45,
      "countPercentile": 84,
      "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": 2,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 10,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1172

##### term

1172

##### gpa

2.8727598566308243

##### count

279

##### university

###### size

991

###### gpa Percentile

4

###### count Percentile

93

###### 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 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | true    |
| 3.2–3.6 | 353   | false   |
| 3.6–4.0 | 390   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 36,
      "gpaPercentile": 17,
      "countPercentile": 77,
      "medianCount": 66,
      "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": 21,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

2.859327217125382

##### count

327

##### university

###### size

955

###### gpa Percentile

5

###### count Percentile

95

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 29    | false   |
| 2.8–3.2 | 224   | true    |
| 3.2–3.6 | 332   | false   |
| 3.6–4.0 | 369   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 32,
      "gpaPercentile": 39,
      "countPercentile": 84,
      "medianCount": 89,
      "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": 9,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

2.8422619047619047

##### count

336

##### university

###### size

1025

###### gpa Percentile

3

###### count Percentile

94

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | true    |
| 3.2–3.6 | 369   | false   |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 36,
      "gpaPercentile": 14,
      "countPercentile": 80,
      "medianCount": 80,
      "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": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 21,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

2.7787958115183247

##### count

382

##### university

###### size

1010

###### gpa Percentile

2

###### count Percentile

96

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

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 36,
      "gpaPercentile": 20,
      "countPercentile": 86,
      "medianCount": 83.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 7,
          "current": true
        },
        {
          "range": "2.8–3.2",
          "count": 18,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

2.947429906542056

##### count

428

##### university

###### size

1077

###### gpa Percentile

6

###### count Percentile

96

###### 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   | true    |
| 3.2–3.6 | 370   | false   |
| 3.6–4.0 | 481   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 39,
      "gpaPercentile": 26,
      "countPercentile": 82,
      "medianCount": 99,
      "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": 24,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

2.811512415349887

##### count

443

##### university

###### size

1040

###### gpa Percentile

2

###### count Percentile

97

###### 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   | true    |
| 3.2–3.6 | 342   | false   |
| 3.6–4.0 | 454   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 38,
      "gpaPercentile": 19,
      "countPercentile": 89,
      "medianCount": 71.5,
      "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": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 6,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 18,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

2.9029017857142856

##### count

448

##### university

###### size

1102

###### gpa Percentile

3

###### count Percentile

96

###### 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": "MATH",
    "comparison": {
      "size": 40,
      "gpaPercentile": 21,
      "countPercentile": 85,
      "medianCount": 90.5,
      "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": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 24,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.6595092024539877

##### count

326

##### university

###### size

1012

###### gpa Percentile

40

###### count Percentile

95

###### 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": "MATH",
    "comparison": {
      "size": 29,
      "gpaPercentile": 86,
      "countPercentile": 79,
      "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": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 20,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

2.8575819672131146

##### count

488

##### university

###### size

1111

###### gpa Percentile

1

###### count Percentile

97

###### 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": "MATH",
    "comparison": {
      "size": 41,
      "gpaPercentile": 5,
      "countPercentile": 90,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 18,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": false
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.0384615384615383

##### count

546

##### university

###### size

1157

###### gpa Percentile

7

###### count Percentile

98

###### 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   | true    |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 39,
      "gpaPercentile": 32,
      "countPercentile": 87,
      "medianCount": 63,
      "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": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.030474040632054

##### count

443

##### university

###### size

1171

###### gpa Percentile

8

###### count Percentile

96

###### 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   | true    |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 34,
      "gpaPercentile": 30,
      "countPercentile": 82,
      "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": 2,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 12,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

2.983026874115983

##### count

707

##### university

###### size

1216

###### gpa Percentile

5

###### count Percentile

98

###### 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": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 21,
      "countPercentile": 90,
      "medianCount": 69,
      "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": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 17,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

2.9623893805309733

##### count

678

##### university

###### size

1188

###### gpa Percentile

4

###### count Percentile

98

###### 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   | true    |
| 3.2–3.6 | 374   | false   |
| 3.6–4.0 | 650   | false   |

##### departments

```json
[
  {
    "subject": "MATH",
    "comparison": {
      "size": 41,
      "gpaPercentile": 30,
      "countPercentile": 95,
      "medianCount": 67,
      "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": 2,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.046153846153846

##### count

780

##### university

###### size

1295

###### gpa Percentile

6

###### count Percentile

99

###### 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": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 21,
      "countPercentile": 90,
      "medianCount": 80,
      "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": 4,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 17,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

2.9552556818181817

##### count

704

##### university

###### size

1241

###### gpa Percentile

3

###### count Percentile

99

###### 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": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 19,
      "countPercentile": 98,
      "medianCount": 68,
      "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": 2,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 20,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.0789124668435015

##### count

754

##### university

###### size

1333

###### gpa Percentile

6

###### count Percentile

99

###### 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": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 36,
      "countPercentile": 90,
      "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": 5,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 20,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 2,
          "current": false
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

2.9766505636070852

##### count

621

##### university

###### size

1289

###### gpa Percentile

4

###### count Percentile

98

###### 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": "MATH",
    "comparison": {
      "size": 39,
      "gpaPercentile": 24,
      "countPercentile": 89,
      "medianCount": 89,
      "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": 6,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 16,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 4,
          "current": false
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

2.9226973684210527

##### count

608

##### university

###### size

1320

###### gpa Percentile

2

###### count Percentile

98

###### 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": "MATH",
    "comparison": {
      "size": 43,
      "gpaPercentile": 14,
      "countPercentile": 86,
      "medianCount": 81,
      "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": 18,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

2.873134328358209

##### count

469

##### university

###### size

1283

###### gpa Percentile

2

###### count Percentile

96

###### 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": "MATH",
    "comparison": {
      "size": 42,
      "gpaPercentile": 22,
      "countPercentile": 90,
      "medianCount": 80,
      "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": 7,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 17,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5784

###### gpa

3.6736255573368366

###### top Share

82.68719706118685

###### count

240.5

##### MATH

###### size

136

###### gpa

3.5494544646749766

###### top Share

75.15568951719919

###### count

272.5

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### MATH

###### size

21

###### gpa

2.878188611674867

###### top Share

40.4748751710427

###### count

115

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### MATH

###### size

17

###### gpa

2.821339129045922

###### top Share

38.66654769268061

###### count

133

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### MATH

###### size

20

###### gpa

2.8603540012311925

###### top Share

39.28661748894661

###### count

122

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### MATH

###### size

22

###### gpa

2.977459424628873

###### top Share

44.52710820759676

###### count

88.5

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### MATH

###### size

22

###### gpa

2.8820162698417926

###### top Share

39.71597770466243

###### count

131

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

###### MATH

###### size

19

###### gpa

2.861322177541941

###### top Share

40.26350030907326

###### count

108

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### MATH

###### size

27

###### gpa

2.936619140855453

###### top Share

42.28372460948232

###### count

76

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### MATH

###### size

23

###### gpa

2.9531575824731964

###### top Share

43.549837152646596

###### count

98

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### MATH

###### size

26

###### gpa

2.9941347625171355

###### top Share

43.79682105650899

###### count

87

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### MATH

###### size

26

###### gpa

2.9090822348911582

###### top Share

41.14706210117883

###### count

83.5

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### MATH

###### size

27

###### gpa

2.898067749128924

###### top Share

42.09489165698714

###### count

103

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### MATH

###### size

28

###### gpa

2.9109864595893504

###### top Share

42.40580272314707

###### count

75

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### MATH

###### size

25

###### gpa

2.9605395515107897

###### top Share

42.794601137643824

###### count

108

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### MATH

###### size

26

###### gpa

2.938004331770204

###### top Share

42.318323348030226

###### count

83.5

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### MATH

###### size

31

###### gpa

3.009040780059457

###### top Share

45.87481076818359

###### count

77

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### MATH

###### size

30

###### gpa

2.926152797086596

###### top Share

42.17363619414386

###### count

79

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### MATH

###### size

34

###### gpa

3.0803080141506425

###### top Share

49.72677618758506

###### count

82

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### MATH

###### size

33

###### gpa

2.9834698949629033

###### top Share

46.71989715257013

###### count

69

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### MATH

###### size

36

###### gpa

3.1059509777204544

###### top Share

50.071044743474

###### count

74.5

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### MATH

###### size

32

###### gpa

2.995223360849456

###### top Share

46.38098813836469

###### count

83

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### MATH

###### size

36

###### gpa

3.098601909983034

###### top Share

48.67573746500224

###### count

66

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### MATH

###### size

32

###### gpa

2.992971960864239

###### top Share

44.393513280464695

###### count

89

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### MATH

###### size

36

###### gpa

3.0839531022443034

###### top Share

48.116975859522796

###### count

80

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### MATH

###### size

36

###### gpa

3.0650838986714333

###### top Share

47.42689290604571

###### count

83.5

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### MATH

###### size

39

###### gpa

3.1003216533236415

###### top Share

50.01588968281552

###### count

99

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### MATH

###### size

38

###### gpa

3.133406260873163

###### top Share

53.17595010634325

###### count

71.5

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### MATH

###### size

40

###### gpa

3.1467748801316944

###### top Share

52.57847974231038

###### count

90.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### MATH

###### size

29

###### gpa

3.478717830475146

###### top Share

69.61236805388549

###### count

83

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### MATH

###### size

41

###### gpa

3.3211331103538813

###### top Share

59.85093623917685

###### count

87

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### MATH

###### size

39

###### gpa

3.2083447119296955

###### top Share

56.75007696473496

###### count

63

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### MATH

###### size

34

###### gpa

3.1555898753466907

###### top Share

53.444319815085976

###### count

87.5

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### MATH

###### size

43

###### gpa

3.2486774162409366

###### top Share

56.56203211471963

###### count

69

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### MATH

###### size

41

###### gpa

3.178489266862151

###### top Share

56.06874885619616

###### count

67

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### MATH

###### size

43

###### gpa

3.2449031633350183

###### top Share

58.03783489438137

###### count

80

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### MATH

###### size

43

###### gpa

3.228240949537157

###### top Share

55.86451059486035

###### count

68

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### MATH

###### size

43

###### gpa

3.185692541204979

###### top Share

54.14175342403773

###### count

74

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### MATH

###### size

39

###### gpa

3.180435541912479

###### top Share

53.878371816747475

###### count

89

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### MATH

###### size

43

###### gpa

3.2481769276584003

###### top Share

56.325967864851854

###### count

81

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### MATH

###### size

42

###### gpa

3.13598176627681

###### top Share

52.25969905887213

###### count

80

## instructor Trends

```json
[
  {
    "uid": "instructor_132036bc134b7390cace7efa",
    "name": "DONGHYUN LEE",
    "count": 616,
    "terms": [
      {
        "term": "1174",
        "count": 327,
        "sections": 2,
        "gpa": 2.859327217125382
      },
      {
        "term": "1184",
        "count": 289,
        "sections": 2,
        "gpa": 2.8719723183391004
      }
    ]
  },
  {
    "uid": "instructor_319a762753c1c38883f23739",
    "name": "PETER JUHASZ",
    "count": 588,
    "terms": [
      {
        "term": "1224",
        "count": 264,
        "sections": 2,
        "gpa": 2.992424242424242
      },
      {
        "term": "1244",
        "count": 324,
        "sections": 2,
        "gpa": 2.9614197530864197
      }
    ]
  },
  {
    "uid": "instructor_cfd7c53959806f45e66d2292",
    "name": "AUTUMN KENT",
    "count": 552,
    "terms": [
      {
        "term": "1182",
        "count": 214,
        "sections": 2,
        "gpa": 2.9228971962616823
      },
      {
        "term": "1192",
        "count": 338,
        "sections": 2,
        "gpa": 3.010355029585799
      }
    ]
  },
  {
    "uid": "instructor_698d3d3a53f33d54ffd2d3e3",
    "name": "ALEXANDER HANHART",
    "count": 541,
    "terms": [
      {
        "term": "1164",
        "count": 179,
        "sections": 1,
        "gpa": 2.899441340782123
      },
      {
        "term": "1182",
        "count": 122,
        "sections": 1,
        "gpa": 2.7008196721311477
      },
      {
        "term": "1192",
        "count": 90,
        "sections": 1,
        "gpa": 2.7111111111111112
      },
      {
        "term": "1194",
        "count": 150,
        "sections": 1,
        "gpa": 2.5733333333333333
      }
    ]
  },
  {
    "uid": "instructor_ae4869778d9153766bc2f68a",
    "name": "KAITLYN PHILLIPSON",
    "count": 428,
    "terms": [
      {
        "term": "1232",
        "count": 89,
        "sections": 1,
        "gpa": 3.0280898876404496
      },
      {
        "term": "1234",
        "count": 124,
        "sections": 1,
        "gpa": 3.1733870967741935
      },
      {
        "term": "1242",
        "count": 215,
        "sections": 2,
        "gpa": 3.172093023255814
      }
    ]
  },
  {
    "uid": "instructor_9e5b6a7493f3e81a42d3edf4",
    "name": "RUHUI JIN",
    "count": 415,
    "terms": [
      {
        "term": "1234",
        "count": 267,
        "sections": 2,
        "gpa": 2.8782771535580522
      },
      {
        "term": "1254",
        "count": 148,
        "sections": 1,
        "gpa": 2.956081081081081
      }
    ]
  },
  {
    "uid": "instructor_773e5f875b33f9cd2ca34e97",
    "name": "ZIQUAN YANG",
    "count": 381,
    "terms": [
      {
        "term": "1222",
        "count": 261,
        "sections": 2,
        "gpa": 2.996168582375479
      },
      {
        "term": "1232",
        "count": 120,
        "sections": 1,
        "gpa": 3.154166666666667
      }
    ]
  },
  {
    "uid": "instructor_fd25402e40e35b7d6f81a74c",
    "name": "LARS NIEDORF",
    "count": 357,
    "terms": [
      {
        "term": "1252",
        "count": 239,
        "sections": 2,
        "gpa": 3.0460251046025104
      },
      {
        "term": "1254",
        "count": 118,
        "sections": 1,
        "gpa": 3.0254237288135593
      }
    ]
  },
  {
    "uid": "instructor_49a66e28b37e5752a789849c",
    "name": "LAURENTIU MAXIM",
    "count": 351,
    "terms": [
      {
        "term": "1212",
        "count": 351,
        "sections": 2,
        "gpa": 2.809116809116809
      }
    ]
  },
  {
    "uid": "instructor_c169539ae6abe548e11c4b24",
    "name": "TERRY HARRIS",
    "count": 346,
    "terms": [
      {
        "term": "1244",
        "count": 270,
        "sections": 2,
        "gpa": 2.975925925925926
      },
      {
        "term": "1262",
        "count": 76,
        "sections": 1,
        "gpa": 2.6447368421052633
      }
    ]
  },
  {
    "uid": "instructor_7f6ea70d7cbf47dca5c5f58b",
    "name": "JOSE RODRIGUEZ",
    "count": 337,
    "terms": [
      {
        "term": "1252",
        "count": 117,
        "sections": 1,
        "gpa": 3.0598290598290596
      },
      {
        "term": "1254",
        "count": 118,
        "sections": 1,
        "gpa": 2.809322033898305
      },
      {
        "term": "1264",
        "count": 102,
        "sections": 1,
        "gpa": 2.6519607843137254
      }
    ]
  },
  {
    "uid": "instructor_9cc487304aa6753c71ddb0be",
    "name": "DANIEL DRAKE",
    "count": 335,
    "terms": [
      {
        "term": "1152",
        "count": 164,
        "sections": 2,
        "gpa": 2.533536585365854
      },
      {
        "term": "1154",
        "count": 171,
        "sections": 2,
        "gpa": 2.690058479532164
      }
    ]
  },
  {
    "uid": "instructor_16275721169ecc0f90ed15cd",
    "name": "TREVOR LESLIE",
    "count": 332,
    "terms": [
      {
        "term": "1202",
        "count": 332,
        "sections": 2,
        "gpa": 3.0090361445783134
      }
    ]
  },
  {
    "uid": "instructor_2a657e6028819ec80f2c54ab",
    "name": "JIUHUA HU",
    "count": 282,
    "terms": [
      {
        "term": "1222",
        "count": 139,
        "sections": 1,
        "gpa": 3.1906474820143886
      },
      {
        "term": "1234",
        "count": 143,
        "sections": 1,
        "gpa": 2.9265734265734267
      }
    ]
  },
  {
    "uid": "instructor_1e2db195ddc1c738640cea95",
    "name": "MARIYA SOSKOVA",
    "count": 279,
    "terms": [
      {
        "term": "1172",
        "count": 279,
        "sections": 2,
        "gpa": 2.8727598566308243
      }
    ]
  },
  {
    "uid": "instructor_98e9331ef0690b66352c0c4a",
    "name": "YOUSHENG SHI",
    "count": 259,
    "terms": [
      {
        "term": "1204",
        "count": 115,
        "sections": 2,
        "gpa": 3.491304347826087
      },
      {
        "term": "1234",
        "count": 144,
        "sections": 1,
        "gpa": 2.9722222222222223
      }
    ]
  },
  {
    "uid": "instructor_eb98a96c05ac474b321e9170",
    "name": "SEAN PAUL",
    "count": 254,
    "terms": [
      {
        "term": "1114",
        "count": 51,
        "sections": 1,
        "gpa": 2.5098039215686274
      },
      {
        "term": "1144",
        "count": 93,
        "sections": 1,
        "gpa": 2.7580645161290325
      },
      {
        "term": "1244",
        "count": 110,
        "sections": 1,
        "gpa": 2.8863636363636362
      }
    ]
  },
  {
    "uid": "instructor_fd9a4affe35e11b7e5d568b9",
    "name": "SHARAD CHANDARANA",
    "count": 241,
    "terms": [
      {
        "term": "1124",
        "count": 66,
        "sections": 1,
        "gpa": 2.303030303030303
      },
      {
        "term": "1134",
        "count": 6,
        "sections": 2,
        "gpa": 1
      },
      {
        "term": "1142",
        "count": 6,
        "sections": 1,
        "gpa": 2.3333333333333335
      },
      {
        "term": "1184",
        "count": 93,
        "sections": 1,
        "gpa": 2.489247311827957
      },
      {
        "term": "1194",
        "count": 70,
        "sections": 1,
        "gpa": 2.5285714285714285
      }
    ]
  },
  {
    "uid": "instructor_495d959af0edec197ef1c1a4",
    "name": "SHENGWEN GAN",
    "count": 238,
    "terms": [
      {
        "term": "1242",
        "count": 238,
        "sections": 2,
        "gpa": 2.947478991596639
      }
    ]
  },
  {
    "uid": "instructor_f367292f1d54db1d8ff4cefb",
    "name": "BOYA WEN",
    "count": 238,
    "terms": [
      {
        "term": "1232",
        "count": 238,
        "sections": 2,
        "gpa": 3.081932773109244
      }
    ]
  },
  {
    "uid": "instructor_c938150143be039de89fe3d1",
    "name": "JOSHUA MUNDINGER",
    "count": 234,
    "terms": [
      {
        "term": "1242",
        "count": 234,
        "sections": 2,
        "gpa": 3.0961538461538463
      }
    ]
  },
  {
    "uid": "instructor_d43b61daff21136dd6ac12c4",
    "name": "BEN JOHNSRUDE",
    "count": 230,
    "terms": [
      {
        "term": "1262",
        "count": 76,
        "sections": 1,
        "gpa": 2.9539473684210527
      },
      {
        "term": "1264",
        "count": 154,
        "sections": 2,
        "gpa": 2.918831168831169
      }
    ]
  },
  {
    "uid": "instructor_f2e0ee4a695f3aaefcad5d03",
    "name": "SHAMGAR GUREVICH",
    "count": 226,
    "terms": [
      {
        "term": "1124",
        "count": 81,
        "sections": 1,
        "gpa": 3.567901234567901
      },
      {
        "term": "1144",
        "count": 145,
        "sections": 1,
        "gpa": 3.537931034482759
      }
    ]
  },
  {
    "uid": "instructor_a2467fc028c4070d7f0d4fe5",
    "name": "ROBERT GRIZZARD",
    "count": 223,
    "terms": [
      {
        "term": "1194",
        "count": 223,
        "sections": 2,
        "gpa": 3.0605381165919283
      }
    ]
  },
  {
    "uid": "instructor_b11c622953ffbd6f8c4351e8",
    "name": "ROBERT WILSON",
    "count": 217,
    "terms": [
      {
        "term": "1074",
        "count": 69,
        "sections": 1,
        "gpa": 2.9420289855072466
      },
      {
        "term": "1114",
        "count": 148,
        "sections": 2,
        "gpa": 2.722972972972973
      }
    ]
  },
  {
    "uid": "instructor_71deac525bda4b5ba6fb69a0",
    "name": "NICHOLAS DERR",
    "count": 213,
    "terms": [
      {
        "term": "1264",
        "count": 213,
        "sections": 2,
        "gpa": 2.9460093896713615
      }
    ]
  },
  {
    "uid": "instructor_9ec0bf4261e7438eaaa4437f",
    "name": "TIMUR YASTRZHEMBSKIY",
    "count": 213,
    "terms": [
      {
        "term": "1252",
        "count": 92,
        "sections": 1,
        "gpa": 3.016304347826087
      },
      {
        "term": "1254",
        "count": 121,
        "sections": 1,
        "gpa": 2.958677685950413
      }
    ]
  },
  {
    "uid": "instructor_682fdb912c188130e6fcf21f",
    "name": "HYUKPYO HONG",
    "count": 212,
    "terms": [
      {
        "term": "1252",
        "count": 212,
        "sections": 2,
        "gpa": 3.2122641509433962
      }
    ]
  },
  {
    "uid": "instructor_65da733714b2ad5c9be740c6",
    "name": "ALEKSANDRA SOBIESKA",
    "count": 179,
    "terms": [
      {
        "term": "1224",
        "count": 179,
        "sections": 1,
        "gpa": 3.0865921787709496
      }
    ]
  },
  {
    "uid": "instructor_1875f90a89dc101cbb5bf87c",
    "name": "DANIELLE BURTON",
    "count": 173,
    "terms": [
      {
        "term": "1232",
        "count": 173,
        "sections": 2,
        "gpa": 2.8092485549132946
      }
    ]
  },
  {
    "uid": "instructor_a40d13bd575b80fdf50263f3",
    "name": "GIORGIO YOUNG",
    "count": 158,
    "terms": [
      {
        "term": "1262",
        "count": 158,
        "sections": 2,
        "gpa": 2.990506329113924
      }
    ]
  },
  {
    "uid": "instructor_4f5eee4a2d73c8a88c1fb341",
    "name": "FLORIAN BERTRAND",
    "count": 152,
    "terms": [
      {
        "term": "1104",
        "count": 78,
        "sections": 1,
        "gpa": 2.923076923076923
      },
      {
        "term": "1112",
        "count": 74,
        "sections": 1,
        "gpa": 3.175675675675676
      }
    ]
  },
  {
    "uid": "instructor_e4ca8ce10713117f70bf00d5",
    "name": "SEAN ROSTAMI",
    "count": 148,
    "terms": [
      {
        "term": "1142",
        "count": 148,
        "sections": 2,
        "gpa": 2.2972972972972974
      }
    ]
  },
  {
    "uid": "instructor_426fba9cae006e259ed01714",
    "name": "DOHYUN KWON",
    "count": 146,
    "terms": [
      {
        "term": "1222",
        "count": 146,
        "sections": 1,
        "gpa": 2.969178082191781
      }
    ]
  },
  {
    "uid": "instructor_cca82478504297c2399321c4",
    "name": "BRIAN HEPLER",
    "count": 129,
    "terms": [
      {
        "term": "1204",
        "count": 129,
        "sections": 1,
        "gpa": 3.937984496124031
      }
    ]
  },
  {
    "uid": "instructor_cdee516dd316c178fc57fc60",
    "name": "YONG-GEUN OH",
    "count": 121,
    "terms": [
      {
        "term": "1092",
        "count": 45,
        "sections": 1,
        "gpa": 2.533333333333333
      },
      {
        "term": "1122",
        "count": 76,
        "sections": 1,
        "gpa": 2.3157894736842106
      }
    ]
  },
  {
    "uid": "instructor_f46a07add28199b6227df820",
    "name": "MUSTAFA KALAFAT",
    "count": 121,
    "terms": [
      {
        "term": "1084",
        "count": 61,
        "sections": 2,
        "gpa": 2.6639344262295084
      },
      {
        "term": "1104",
        "count": 60,
        "sections": 1,
        "gpa": 2.9
      }
    ]
  },
  {
    "uid": "instructor_c63c73a7dbde3b5fdf6cfb42",
    "name": "ALEXANDRA KJUCHUKOVA",
    "count": 118,
    "terms": [
      {
        "term": "1162",
        "count": 118,
        "sections": 1,
        "gpa": 2.6737288135593222
      }
    ]
  },
  {
    "uid": "instructor_5ef0dd436ef3a17c11ba1768",
    "name": "YASSINE TISSAOUI",
    "count": 116,
    "terms": [
      {
        "term": "1254",
        "count": 116,
        "sections": 1,
        "gpa": 3.1422413793103448
      }
    ]
  },
  {
    "uid": "instructor_f65ad5805424979bbca8b21b",
    "name": "GARY HOWARD SCHROEDER",
    "count": 116,
    "terms": [
      {
        "term": "1202",
        "count": 116,
        "sections": 1,
        "gpa": 2.5991379310344827
      }
    ]
  },
  {
    "uid": "instructor_9234237662d7c5eec204c1af",
    "name": "HARRY LEE",
    "count": 110,
    "terms": [
      {
        "term": "1212",
        "count": 110,
        "sections": 1,
        "gpa": 2.827272727272727
      }
    ]
  },
  {
    "uid": "instructor_c6612773bc44263fac7812ef",
    "name": "ROBERT HARRON",
    "count": 96,
    "terms": [
      {
        "term": "1134",
        "count": 96,
        "sections": 1,
        "gpa": 3.09375
      }
    ]
  },
  {
    "uid": "instructor_d3d844e82799288c5b323621",
    "name": "YAYI FU",
    "count": 94,
    "terms": [
      {
        "term": "1252",
        "count": 94,
        "sections": 1,
        "gpa": 2.9468085106382977
      }
    ]
  },
  {
    "uid": "instructor_74c6dd63cc88f0315042e3c4",
    "name": "FENG ZHU",
    "count": 93,
    "terms": [
      {
        "term": "1242",
        "count": 93,
        "sections": 1,
        "gpa": 2.881720430107527
      }
    ]
  },
  {
    "uid": "instructor_ba9fb29823cb5045cb3e2453",
    "name": "GABRIELE MEYER",
    "count": 92,
    "terms": [
      {
        "term": "1084",
        "count": 32,
        "sections": 1,
        "gpa": 3.359375
      },
      {
        "term": "1104",
        "count": 60,
        "sections": 1,
        "gpa": 3.525
      }
    ]
  },
  {
    "uid": "instructor_f00d358fd7c1650bfb3e8b33",
    "name": "ALEXANDER NAGEL",
    "count": 91,
    "terms": [
      {
        "term": "1092",
        "count": 91,
        "sections": 1,
        "gpa": 3.2252747252747254
      }
    ]
  },
  {
    "uid": "instructor_bc7acc9f38e7d8108854c8c5",
    "name": "TULLIA DYMARZ",
    "count": 90,
    "terms": [
      {
        "term": "1122",
        "count": 90,
        "sections": 1,
        "gpa": 3.1277777777777778
      }
    ]
  },
  {
    "uid": "instructor_11885370039fbbf199b74dc7",
    "name": "ZANE LI",
    "count": 87,
    "terms": [
      {
        "term": "1232",
        "count": 87,
        "sections": 1,
        "gpa": 2.7758620689655173
      }
    ]
  },
  {
    "uid": "instructor_e936c15acd8f34d76d6168b6",
    "name": "AOBING LI",
    "count": 86,
    "terms": [
      {
        "term": "1072",
        "count": 58,
        "sections": 1,
        "gpa": 2.6293103448275863
      },
      {
        "term": "1082",
        "count": 28,
        "sections": 1,
        "gpa": 2.8392857142857144
      }
    ]
  },
  {
    "uid": "instructor_0660857dda9aca7c6088b09a",
    "name": "DONALD PASSMAN",
    "count": 85,
    "terms": [
      {
        "term": "1112",
        "count": 85,
        "sections": 1,
        "gpa": 3.1470588235294117
      }
    ]
  },
  {
    "uid": "instructor_5d47fd39944a27ba3eef69cd",
    "name": "XIUXIONG CHEN",
    "count": 85,
    "terms": [
      {
        "term": "1072",
        "count": 85,
        "sections": 1,
        "gpa": 2.735294117647059
      }
    ]
  },
  {
    "uid": "instructor_f3eee5c71b9825c49d9eb0c0",
    "name": "LINDSAY STOVALL",
    "count": 85,
    "terms": [
      {
        "term": "1132",
        "count": 85,
        "sections": 1,
        "gpa": 3.023529411764706
      }
    ]
  },
  {
    "uid": "instructor_76f9c7d76a0cb5d9c1ddc816",
    "name": "BING WANG",
    "count": 84,
    "terms": [
      {
        "term": "1162",
        "count": 84,
        "sections": 1,
        "gpa": 2.5416666666666665
      }
    ]
  },
  {
    "uid": "instructor_90468abf615b43c54712026c",
    "name": "LAURA VILLAFUERTE ALTUZAR",
    "count": 84,
    "terms": [
      {
        "term": "1164",
        "count": 84,
        "sections": 1,
        "gpa": 2.6488095238095237
      }
    ]
  },
  {
    "uid": "instructor_e4128e249cb9e36c3c1d6985",
    "name": "AMIR ASSADI",
    "count": 83,
    "terms": [
      {
        "term": "1102",
        "count": 83,
        "sections": 1,
        "gpa": 2.9156626506024095
      }
    ]
  },
  {
    "uid": "instructor_beaa2ba123a3ed1dfa42136b",
    "name": "SHAOSAI HUANG",
    "count": 82,
    "terms": [
      {
        "term": "1204",
        "count": 82,
        "sections": 1,
        "gpa": 3.457317073170732
      }
    ]
  },
  {
    "uid": "instructor_3fb1dee0eb838af49c008337",
    "name": "HONGCHANG JI",
    "count": 75,
    "terms": [
      {
        "term": "1262",
        "count": 75,
        "sections": 1,
        "gpa": 2.9133333333333336
      }
    ]
  },
  {
    "uid": "instructor_890756f7916a4245e6f1325a",
    "name": "PAIGE HILLEN",
    "count": 75,
    "terms": [
      {
        "term": "1262",
        "count": 75,
        "sections": 1,
        "gpa": 3.04
      }
    ]
  },
  {
    "uid": "instructor_f42ec87708a24275d1d813fa",
    "name": "BRANDIS WHITFIELD",
    "count": 75,
    "terms": [
      {
        "term": "1262",
        "count": 75,
        "sections": 1,
        "gpa": 3.026666666666667
      }
    ]
  },
  {
    "uid": "instructor_2b5129159b5f5710eedabbaf",
    "name": "YANG YANG",
    "count": 73,
    "terms": [
      {
        "term": "1262",
        "count": 73,
        "sections": 1,
        "gpa": 2.815068493150685
      }
    ]
  },
  {
    "uid": "instructor_2fb787f86b8633b6cd215c7a",
    "name": "SHIRIN MALEKPOUR",
    "count": 71,
    "terms": [
      {
        "term": "1102",
        "count": 71,
        "sections": 1,
        "gpa": 2.4788732394366195
      }
    ]
  },
  {
    "uid": "instructor_a3d976462c902ad75d58fc67",
    "name": "GREGORY SHINAULT",
    "count": 71,
    "terms": [
      {
        "term": "1134",
        "count": 71,
        "sections": 1,
        "gpa": 3.295774647887324
      }
    ]
  },
  {
    "uid": "instructor_741e3bc13b3d0155b7f9ef9f",
    "name": "CONCETTA M. GOMEZ",
    "count": 64,
    "terms": [
      {
        "term": "1094",
        "count": 64,
        "sections": 1,
        "gpa": 2.9140625
      }
    ]
  },
  {
    "uid": "instructor_3779947d73a0dd96a281ef4e",
    "name": "MINGZHONG CAI",
    "count": 59,
    "terms": [
      {
        "term": "1132",
        "count": 59,
        "sections": 1,
        "gpa": 2.694915254237288
      }
    ]
  },
  {
    "uid": "instructor_0c3d88c8d1ad32e4ae89384e",
    "name": "RIAD MASRI",
    "count": 52,
    "terms": [
      {
        "term": "1094",
        "count": 52,
        "sections": 1,
        "gpa": 3.0384615384615383
      }
    ]
  },
  {
    "uid": "instructor_d08cdd451832f35e1b13d3bc",
    "name": "KATHRIN BRINGMANN",
    "count": 49,
    "terms": [
      {
        "term": "1074",
        "count": 49,
        "sections": 1,
        "gpa": 2.36734693877551
      }
    ]
  },
  {
    "uid": "instructor_48e572d2049f84b83f04af8a",
    "name": "KE ZHU",
    "count": 36,
    "terms": [
      {
        "term": "1084",
        "count": 36,
        "sections": 1,
        "gpa": 3.375
      }
    ]
  },
  {
    "uid": "instructor_1e24f94aea20e0aa140b0f04",
    "name": "RICHARD A BRUALDI",
    "count": 33,
    "terms": [
      {
        "term": "1082",
        "count": 33,
        "sections": 1,
        "gpa": 3.121212121212121
      }
    ]
  },
  {
    "uid": "instructor_78d8427e395048f488ebf606",
    "name": "HSIAN-HUA TSENG",
    "count": 33,
    "terms": [
      {
        "term": "1084",
        "count": 33,
        "sections": 1,
        "gpa": 2.984848484848485
      }
    ]
  },
  {
    "uid": "instructor_a8ee81ac1089a4659edf3583",
    "name": "JUN CHEN",
    "count": 30,
    "terms": [
      {
        "term": "1082",
        "count": 30,
        "sections": 1,
        "gpa": 3.35
      }
    ]
  },
  {
    "uid": "instructor_8779cbf2cbe1e0b379b7d322",
    "name": "SIMON MARSHALL",
    "count": 27,
    "terms": [
      {
        "term": "1212",
        "count": 27,
        "sections": 1,
        "gpa": 3.611111111111111
      }
    ]
  },
  {
    "uid": "instructor_e4940193d40b46f9e2810a27",
    "name": "ARUN RAM",
    "count": 19,
    "terms": [
      {
        "term": "1082",
        "count": 19,
        "sections": 1,
        "gpa": 3.0526315789473686
      }
    ]
  },
  {
    "uid": "instructor_81b429dc1e8a4acb45894510",
    "name": "DIETRICH UHLENBROCK",
    "count": 14,
    "terms": [
      {
        "term": "1082",
        "count": 14,
        "sections": 1,
        "gpa": 2.75
      }
    ]
  }
]
```

## following

| code                          | title                                                                   |
| ----------------------------- | ----------------------------------------------------------------------- |
| ASTRON 590                    | ASTRODYNAMICS                                                           |
| BIOCHEM/BMI/BMOLCHEM/MATH 609 | MATHEMATICAL METHODS FOR SYSTEMS BIOLOGY                                |
| BMI/COMPSCI 567               | BIOMEDICAL IMAGE ANALYSIS                                               |
| CHEM 361                      | MACHINE LEARNING IN CHEMISTRY                                           |
| COMPSCI 540                   | INTRODUCTION TO ARTIFICIAL INTELLIGENCE                                 |
| COMPSCI 541                   | THEORY & ALGORITHMS FOR DATA SCIENCE                                    |
| COMPSCI 550                   | ALGORITHMIC GAME THEORY & LEARNING                                      |
| COMPSCI 557                   | PARALLEL & THROUGHPUT- OPTIMIZED PROGRAMMING                            |
| COMPSCI 566                   | INTRODUCTION TO COMPUTER VISION                                         |
| COMPSCI 580                   | INTELLIGENT ROBOTICS                                                    |
| COMPSCI/ECE 533               | IMAGE PROCESSING                                                        |
| COMPSCI/ECE 561               | PROBABILITY AND INFORMATION THEORY IN MACHINE LEARNING                  |
| COMPSCI/ECE/ISYE 524          | INTRODUCTION TO OPTIMIZATION                                            |
| COMPSCI/ECE/MATH 435          | INTRODUCTION TO CRYPTOGRAPHY                                            |
| COMPSCI/ECE/ME 532            | MATRIX METHODS IN MACHINE LEARNING                                      |
| COMPSCI/ISYE/MATH 425         | INTRODUCTION TO COMBINATORIAL OPTIMIZATION                              |
| COMPSCI/ISYE/MATH/STAT 525    | LINEAR OPTIMIZATION                                                     |
| COMPSCI/MATH 513              | NUMERICAL LINEAR ALGEBRA                                                |
| COMPSCI/MATH 514              | NUMERICAL ANALYSIS                                                      |
| COMPSCI/MATH/STAT 475         | INTRODUCTION TO COMBINATORICS                                           |
| ECE/ME 441                    | KINEMATICS, DYNAMICS, AND CONTROL OF ROBOTIC MANIPULATORS               |
| EMA/EP 548                    | ENGINEERING ANALYSIS II                                                 |
| ISYE 320                      | SIMULATION AND PROBABILISTIC MODELING                                   |
| ISYE 323                      | OPERATIONS RESEARCH-DETERMINISTIC MODELING                              |
| ISYE 624                      | STOCHASTIC MODELING TECHNIQUES                                          |
| ISYE/MATH/OTM/STAT 632        | INTRODUCTION TO STOCHASTIC PROCESSES                                    |
| MATH 321                      | APPLIED MATHEMATICAL ANALYSIS 1: VECTOR AND COMPLEX CALCULUS            |
| MATH 415                      | APPLIED DYNAMICAL SYSTEMS, CHAOS AND MODELING                           |
| MATH 443                      | APPLIED LINEAR ALGEBRA                                                  |
| MATH 444                      | GRAPHS AND NETWORKS IN DATA SCIENCE                                     |
| MATH 467                      | INTRODUCTION TO NUMBER THEORY                                           |
| MATH 519                      | ORDINARY DIFFERENTIAL EQUATIONS                                         |
| MATH 522                      | ANALYSIS II                                                             |
| MATH 535                      | MATHEMATICAL METHODS IN DATA SCIENCE                                    |
| MATH 540                      | LINEAR ALGEBRA II                                                       |
| MATH 541                      | MODERN ALGEBRA 1                                                        |
| MATH 561                      | DIFFERENTIAL GEOMETRY                                                   |
| MATH 616                      | DATA-DRIVEN DYNAMICAL SYSTEMS, STOCHASTIC MODELING AND PREDICTION       |
| MATH/PHILOS 571               | MATHEMATICAL LOGIC                                                      |
| ME 331                        | COMPUTER-AIDED ENGINEERING                                              |
| ME 536                        | MACHINE LEARNING FOR DATA-DRIVEN ENGINEERING DESIGN                     |
| STAT 433                      | DATA SCIENCE WITH R                                                     |
| STAT 451                      | INTRODUCTION TO MACHINE LEARNING AND STATISTICAL PATTERN CLASSIFICATION |
| STAT 453                      | INTRODUCTION TO DEEP LEARNING AND GENERATIVE MODELS                     |
| STAT 456                      | APPLIED MULTIVARIATE ANALYSIS                                           |
| STAT 575                      | STATISTICAL METHODS FOR SPATIAL DATA                                    |

## projection

### target

1272

### interval

#### lower

2.75

#### upper

3.27

#### coverage

80

#### terms

8

### gpa

3.006672242127423

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 32.04115504848771  |
| AB    | 11.579228272947807 |
| B     | 25.418226743912463 |
| BC    | 8.08164163667694   |
| C     | 14.937126207356002 |
| D     | 5.642268325332355  |
| F     | 2.300353765286716  |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

3395

### same Season

true

### historical Range

* 2.922697368421052
* 3.0789124668435015

### backtest

#### terms

8

#### gpa Error

0.10519342656641162

#### mix Error

7.063117436582576
