# ATMOCN 441: Radar and Satellite Meteorology | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ATMOCN_441)

## 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

2974862f65fe2a402b6b4fea8948bd7614ac30eb36e2dc964c661dacb988c79a

### course id

ATMOCN 441

### course uid

course\_782a903bab71bf9c2c06ff10

### catalog version id

cc982e185360279351d438fd2005abced4a20dd52aca8d49176d429daf917df9

### course number

441

### subjects

* ATMOCN

### title

RADAR AND SATELLITE METEOROLOGY

### description

Provides necessary knowledge about radar and satellite meteorology.

### requirements text

ATM OCN 340

### credits min

3

### credits max

3

### credit offering ids

* 1272:640:022652

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

c78fddb811dc9532f8bcffa264c1ff347c511aa93f143cff0a00fbd2a3d1bdbe

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ATMOCN 441 teaches radar and satellite meteorology.

### llm topics

* Radar meteorology
* Satellite meteorology

### llm skills

* Knowledge of radar and satellite meteorology

### llm assumed background

* Physics of the atmosphere and ocean, including thermodynamics, cloud physics, and radiation.

### llm search phrases

* radar meteorology
* satellite remote sensing
* atmospheric radiation
* cloud physics applications

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

93d8466424d81ac360114ec5620c31efba2097541e0591319f7a63023d2f48d9

#### course id

ATMOCN 441

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_bb19683c905dd9ba462ea51c",
    "message": "No course-specific reviews available",
    "name": "Carolyn Bean",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_9abda7f229980ea386416f17",
    "message": "No course-specific reviews available",
    "name": "Tristan L'Ecuyer",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ATMOCN 441",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
            "source_record": {
              "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ATMOCN 441",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
            "source_record": {
              "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ATMOCN 441",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
            "source_record": {
              "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.90 GPA, 95.0% A/AB (n=20 letter grades); Fall 2024: 3.98 GPA, 100.0% A/AB (n=25 letter grades); Fall 2025: 3.87 GPA, 93.3% A/AB (n=15 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Recent recorded grades — Fall 2023: 3.90 GPA, 95.0% A/AB (n=20 letter grades); Fall 2024: 3.98 GPA, 100.0% A/AB (n=25 letter grades); Fall 2025: 3.87 GPA, 93.3% A/AB (n=15 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
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      },
      "table": "grades_latest",
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      },
      "table": "grades_latest",
      "term_id": "1252",
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    {
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

TRISTAN L'ECUYER is recorded teaching in Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2020, Spring 2022, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 441",
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      "section_number": 1,
      "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
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    },
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      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
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      "section_number": 1,
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      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
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    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
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    },
    {
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      "run_id": "20260907T155543-ce3781c4",
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ATMOCN 441",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
      "source_record": {
        "entity_id": "7deafa6d-c613-3508-b5c8-29acca55928b",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 340,
      "minimum_grade": null,
      "subjects": [
        "ATMOCN"
      ],
      "timing": "prior"
    },
    "evidence": "ATM OCN 340",
    "id": "n0",
    "kind": "course"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name             | email              | first\_observed\_at              | last\_observed\_at               | instructor\_url               |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ---------------- | ------------------ | -------------------------------- | -------------------------------- | ----------------------------- |
| instructor\_bb19683c905dd9ba462ea51c | enrollment | cbean4                 | netid           | source\_identified | Carolyn Bean     | CBEAN4\@WISC.EDU   | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CAROLYN\_BEAN    |
| instructor\_9abda7f229980ea386416f17 | enrollment | tlecuyer               | netid           | source\_identified | Tristan L'Ecuyer | TLECUYER\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/TRISTAN\_LECUYER |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:640:022652",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1272",
    "source_course_id": "022652",
    "source_subject_id": "640",
    "title": "Radar and Satellite Meteorology",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:25630",
    "term_id": "1272",
    "source_section_id": "25630",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 30,
    "enrolled": 19,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
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    "source": "madgrades",
    "source_instructor_id": "3486218",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "RALF BENNARTZ",
    "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": 3.465,
      "graded": 269,
      "counts": [
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        75,
        8,
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        1,
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      ],
      "sections": 39
    },
    "instructor_url": "/instructors/RALF_BENNARTZ--instructor_6d4eb409bad69b8bcd1d9314"
  },
  {
    "instructor_uid": "instructor_7d301ccdfdb8f7d5e60dccdf",
    "source": "madgrades",
    "source_instructor_id": "163266",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEVEN ACKERMAN",
    "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": 3.072,
      "graded": 1463,
      "counts": [
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        201,
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      ],
      "sections": 67
    },
    "instructor_url": "/instructors/STEVEN_ACKERMAN--instructor_7d301ccdfdb8f7d5e60dccdf"
  },
  {
    "instructor_uid": "instructor_1f85db88ed3618cde5cf3bfe",
    "source": "madgrades",
    "source_instructor_id": "413965",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MARK KULIE",
    "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": 3.88,
      "difficulty": 2.38,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:3127330",
      "source_url": "https://www.ratemyprofessors.com/professor/3127330",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:20:36.022790+00:00",
      "courses": {
        "course_abab02ccab293c82043d76e2": {
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          "quality": 3.88,
          "difficulty": 2.38,
          "quality_count": 8,
          "difficulty_count": 8
        }
      },
      "bayesian_quality": 3.722632702533282,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.479,
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      "counts": [
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      ],
      "sections": 5
    },
    "instructor_url": "/instructors/MARK_KULIE"
  },
  {
    "instructor_uid": "instructor_0930429fabe62ed14e7053cd",
    "source": "madgrades",
    "source_instructor_id": "3124325",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GRANT PETTY",
    "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": 41,
      "quality": 4.32,
      "difficulty": 2.49,
      "quality_count": 41,
      "difficulty_count": 41,
      "profile_id": "rmp:399245",
      "source_url": "https://www.ratemyprofessors.com/professor/399245",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:38:06.907981+00:00",
      "courses": {
        "course_abab02ccab293c82043d76e2": {
          "review_count": 1,
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          "difficulty": 2,
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          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.103503535589048,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
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    },
    "instructor_url": "/instructors/GRANT_PETTY"
  },
  {
    "instructor_uid": "instructor_55eb6ff00d62f7202ba0b3af",
    "source": "madgrades",
    "source_instructor_id": "3628587",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIMOTHY JAMES WAGNER",
    "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": 3.095,
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      ],
      "sections": 12
    },
    "instructor_url": "/instructors/TIMOTHY_JAMES_WAGNER--instructor_55eb6ff00d62f7202ba0b3af"
  },
  {
    "instructor_uid": "instructor_0d545e25dde5795950e769f3",
    "source": "madgrades",
    "source_instructor_id": "4945145",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TRISTAN L'ECUYER",
    "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": 3.716,
      "graded": 350,
      "counts": [
        229,
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        2,
        2,
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      ],
      "sections": 75
    },
    "instructor_url": "/instructors/TRISTAN_LECUYER--instructor_0d545e25dde5795950e769f3"
  },
  {
    "instructor_uid": "instructor_1a43f6c4f14e585b0b1eeb22",
    "source": "madgrades",
    "source_instructor_id": "4078274",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL HILEY",
    "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": 3.85,
      "graded": 10,
      "counts": [
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/MICHAEL_HILEY"
  },
  {
    "instructor_uid": "instructor_f8ae37e8eb3877eb8d5b5973",
    "source": "madgrades",
    "source_instructor_id": "4279899",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ERIK GOULD",
    "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": {
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ERIK_GOULD--instructor_f8ae37e8eb3877eb8d5b5973"
  },
  {
    "instructor_uid": "instructor_e1c66be7b566b6fa31ca9cb6",
    "source": "madgrades",
    "source_instructor_id": "5011314",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ETHAN NELSON",
    "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": 3.875,
      "graded": 12,
      "counts": [
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ETHAN_NELSON--instructor_e1c66be7b566b6fa31ca9cb6"
  },
  {
    "instructor_uid": "instructor_ac5842aca22249bee572e4d9",
    "source": "madgrades",
    "source_instructor_id": "5559188",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANDREW DZAMBO",
    "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": 3.688,
      "graded": 8,
      "counts": [
        5,
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        0,
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        0,
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      ],
      "sections": 1
    },
    "instructor_url": "/instructors/ANDREW_DZAMBO--instructor_ac5842aca22249bee572e4d9"
  },
  {
    "instructor_uid": "instructor_1667683e20a46ed6e3c9e7b6",
    "source": "madgrades",
    "source_instructor_id": "5906973",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JULIA SHATES",
    "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": 3.765,
      "graded": 17,
      "counts": [
        11,
        4,
        2,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/JULIA_SHATES"
  },
  {
    "instructor_uid": "instructor_ad91a2130ef2d7815c5d8aa4",
    "source": "madgrades",
    "source_instructor_id": "5921863",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JULIET PILEWSKIE",
    "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": 3.551,
      "graded": 39,
      "counts": [
        22,
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        5,
        0,
        1,
        2,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/JULIET_PILEWSKIE--instructor_ad91a2130ef2d7815c5d8aa4"
  },
  {
    "instructor_uid": "instructor_f91609c651e69b9decbfdf94",
    "source": "madgrades",
    "source_instructor_id": "5814735",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CASSIDY JOHNSON",
    "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": 3.875,
      "graded": 28,
      "counts": [
        24,
        2,
        1,
        1,
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        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/CASSIDY_JOHNSON--instructor_f91609c651e69b9decbfdf94"
  },
  {
    "instructor_uid": "instructor_ea7ab59101ac136ab870e3a8",
    "source": "madgrades",
    "source_instructor_id": "6254756",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MEGAN SCHAAF",
    "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": 3.925,
      "graded": 60,
      "counts": [
        54,
        4,
        1,
        1,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/MEGAN_SCHAAF--instructor_ea7ab59101ac136ab870e3a8"
  },
  {
    "instructor_uid": "instructor_9abda7f229980ea386416f17",
    "source": "enrollment",
    "source_instructor_id": "tlecuyer",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tristan L'Ecuyer",
    "email": "TLECUYER@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/TRISTAN_LECUYER"
  },
  {
    "instructor_uid": "instructor_bb19683c905dd9ba462ea51c",
    "source": "enrollment",
    "source_instructor_id": "cbean4",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Carolyn Bean",
    "email": "CBEAN4@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/CAROLYN_BEAN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "RALF BENNARTZ",
      "STEVEN ACKERMAN"
    ],
    "a": 13,
    "ab": 5,
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    "c": 1,
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    "no_credit": 0,
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    "total": 20,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "MARK KULIE",
      "RALF BENNARTZ"
    ],
    "a": 12,
    "ab": 10,
    "b": 2,
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    "c": 0,
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      "ATMOCN 441"
    ]
  },
  {
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    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "RALF BENNARTZ",
      "STEVEN ACKERMAN"
    ],
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    "total": 15,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "GRANT PETTY"
    ],
    "a": 7,
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    "b": 2,
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    "total": 12,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "RALF BENNARTZ",
      "TIMOTHY JAMES WAGNER"
    ],
    "a": 3,
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      "ATMOCN 441"
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "MICHAEL HILEY",
      "Tristan L'Ecuyer"
    ],
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      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "ERIK GOULD",
      "Tristan L'Ecuyer"
    ],
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    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Tristan L'Ecuyer"
    ],
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    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Tristan L'Ecuyer"
    ],
    "a": 13,
    "ab": 6,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "ETHAN NELSON",
      "Tristan L'Ecuyer"
    ],
    "a": 10,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Tristan L'Ecuyer"
    ],
    "a": 8,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Tristan L'Ecuyer"
    ],
    "a": 6,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "ANDREW DZAMBO",
      "STEVEN ACKERMAN"
    ],
    "a": 5,
    "ab": 2,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "JULIA SHATES",
      "JULIET PILEWSKIE",
      "Tristan L'Ecuyer"
    ],
    "a": 11,
    "ab": 4,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 17,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "CASSIDY JOHNSON",
      "Tristan L'Ecuyer"
    ],
    "a": 14,
    "ab": 1,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "CASSIDY JOHNSON",
      "Tristan L'Ecuyer"
    ],
    "a": 10,
    "ab": 1,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "MEGAN SCHAAF",
      "Tristan L'Ecuyer"
    ],
    "a": 17,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "MEGAN SCHAAF",
      "Tristan L'Ecuyer"
    ],
    "a": 24,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "ATMOCN 441"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ATMOCN 441",
    "course_uid": "course_782a903bab71bf9c2c06ff10",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "MEGAN SCHAAF",
      "Tristan L'Ecuyer"
    ],
    "a": 13,
    "ab": 1,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "ATMOCN 441"
    ]
  }
]
```

### statistics

#### gpa

3.787

#### graded

300

#### counts

* 213
* 63
* 17
* 3
* 2
* 1
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_782a903bab71bf9c2c06ff10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_782a903bab71bf9c2c06ff10-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_782a903bab71bf9c2c06ff10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_782a903bab71bf9c2c06ff10-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_782a903bab71bf9c2c06ff10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_782a903bab71bf9c2c06ff10-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_782a903bab71bf9c2c06ff10-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_782a903bab71bf9c2c06ff10-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7866666666666666

#### count

300

#### university

##### size

4776

##### gpa Percentile

58

##### count Percentile

68

##### median Count

151

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 357   | false   |
| 3.2–3.6 | 1327  | false   |
| 3.6–4.0 | 3078  | true    |

#### departments

```json
[
  {
    "subject": "ATMOCN",
    "comparison": {
      "size": 39,
      "gpaPercentile": 66,
      "countPercentile": 79,
      "medianCount": 88,
      "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": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 19,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1074

##### term

1074

##### gpa

3.725

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1084

##### term

1084

##### gpa

3.7083333333333335

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1094

##### term

1094

##### gpa

3.966666666666667

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1104

##### term

1104

##### gpa

3.7083333333333335

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1114

##### term

1114

##### gpa

3.107142857142857

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1124

##### term

1124

##### gpa

3.85

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1134

##### term

1134

##### gpa

3.7222222222222223

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1144

##### term

1144

##### gpa

3.82

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1154

##### term

1154

##### gpa

3.8421052631578947

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1164

##### term

1164

##### gpa

3.875

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1174

##### term

1174

##### gpa

3.85

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1184

##### term

1184

##### gpa

3.5625

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1194

##### term

1194

##### gpa

3.6875

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1204

##### term

1204

##### gpa

3.764705882352941

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1224

##### term

1224

##### gpa

3.90625

##### count

16

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1232

##### term

1232

##### gpa

3.8333333333333335

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1242

##### term

1242

##### gpa

3.9

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1252

##### term

1252

##### gpa

3.98

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

#### 1262

##### term

1262

##### gpa

3.8666666666666667

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| ATMOCN  |            |

### benchmarks

#### all

##### school

###### size

4776

###### gpa

3.662964964819857

###### top Share

82.05454878610828

###### count

151

##### ATMOCN

###### size

39

###### gpa

3.594193029694538

###### top Share

77.60093050194463

###### count

88

#### terms

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_0d545e25dde5795950e769f3",
    "name": "TRISTAN L'ECUYER",
    "count": 207,
    "terms": [
      {
        "term": "1124",
        "count": 10,
        "sections": 1,
        "gpa": 3.85
      },
      {
        "term": "1134",
        "count": 18,
        "sections": 1,
        "gpa": 3.7222222222222223
      },
      {
        "term": "1144",
        "count": 25,
        "sections": 1,
        "gpa": 3.82
      },
      {
        "term": "1154",
        "count": 19,
        "sections": 1,
        "gpa": 3.8421052631578947
      },
      {
        "term": "1164",
        "count": 12,
        "sections": 1,
        "gpa": 3.875
      },
      {
        "term": "1174",
        "count": 10,
        "sections": 1,
        "gpa": 3.85
      },
      {
        "term": "1184",
        "count": 8,
        "sections": 1,
        "gpa": 3.5625
      },
      {
        "term": "1204",
        "count": 17,
        "sections": 1,
        "gpa": 3.764705882352941
      },
      {
        "term": "1224",
        "count": 16,
        "sections": 1,
        "gpa": 3.90625
      },
      {
        "term": "1232",
        "count": 12,
        "sections": 1,
        "gpa": 3.8333333333333335
      },
      {
        "term": "1242",
        "count": 20,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1252",
        "count": 25,
        "sections": 1,
        "gpa": 3.98
      },
      {
        "term": "1262",
        "count": 15,
        "sections": 1,
        "gpa": 3.8666666666666667
      }
    ]
  },
  {
    "uid": "instructor_6d4eb409bad69b8bcd1d9314",
    "name": "RALF BENNARTZ",
    "count": 73,
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]
```

## following

None recorded.
