# AMERIND 301: Beginner Level Ojibwe Language | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/AMERIND_301)

## 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

eae3e9d875198067c5488e4353e9671f1f91c0e623194e35d94f69f051153f2d

### course id

AMERIND 301

### course uid

course\_3a3d8e42b2a164b9516b05f6

### catalog version id

06dfd767b1b9b63c0c285ee2685ee121a710c4c7f72aaed8f58075b5ee03e069

### course number

301

### subjects

* AMERIND

### title

BEGINNER LEVEL OJIBWE LANGUAGE

### description

Introduction to the Ojibwe language, spoken and written, with emphasis on oral tradition and extensive study of grammar.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:140:021500

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

6dfae8f47a593eb0b28637ebd5e9af8b6dbb359aad7f5a6cca9e2081ef371295

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

AMERIND 301 is a beginner-level course introducing the spoken and written Ojibwe language, focusing on oral tradition and grammar.

### llm topics

* Ojibwe language
* Oral tradition
* Grammar

### llm skills

* Spoken and written Ojibwe language proficiency
* Ojibwe grammar analysis
* Oral tradition engagement

### llm assumed background

None recorded.

### llm search phrases

* Ojibwe language beginner
* Anishinaabe grammar study
* oral tradition language course

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

b0061169d065b1f72da7caaa17c5849b3cdb8bc2ba7a45c31ec5ea0dc5578094

#### course id

AMERIND 301

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_533113665fd120c5f5c5ee29",
    "message": "No course-specific reviews available",
    "name": "Denise Wiyaka",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:364701",
    "summary": [
      {
        "citations": [
          {
            "course_id": "AMERIND 301",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
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            "source_record": {
              "entity_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_66be283751ee49174d3e74ab",
    "message": "No course-specific reviews available",
    "name": "Morgan Smallwood",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3080309",
    "summary": [
      {
        "citations": [
          {
            "course_id": "AMERIND 301",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
            "source_record": {
              "entity_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Brian Mcinnes: Exams and homework were simple and clear, reducing grade anxiety.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2021-04-01 21:40:20 +0000 UTC",
      "review_id": "1b1469426914e103992e9034",
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      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM0NDk4NzE2",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Brian McInnes highlight engaging storytelling and clear expectations, with students finding exams simple and the course enjoyable. Current instructors Denise Wiyaka and Morgan Smallwood have no reviewed experiences to summarize.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2021-04-01 21:40:20 +0000 UTC",
      "review_id": "1b1469426914e103992e9034",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM0NDk4NzE2",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    },
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-09-30 21:53:40 +0000 UTC",
      "review_id": "36fb0658133c02c0143cbe4c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM2NjcwNTc0",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    },
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-10-05 19:47:41 +0000 UTC",
      "review_id": "5e597d1e07138fdef6fc9226",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM2NjgwMTU3",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    },
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-12-28 23:53:51 +0000 UTC",
      "review_id": "d87d4d299f1088b5c525f58a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM3MjU3MTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Historical reviews of Brian Mcinnes: Brian McInnes is highly rated for engaging storytelling and clear instruction, making the course enjoyable and easy to learn.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2021-04-01 21:40:20 +0000 UTC",
      "review_id": "1b1469426914e103992e9034",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM0NDk4NzE2",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    },
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-09-30 21:53:40 +0000 UTC",
      "review_id": "36fb0658133c02c0143cbe4c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM2NjcwNTc0",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    },
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-10-05 19:47:41 +0000 UTC",
      "review_id": "5e597d1e07138fdef6fc9226",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM2NjgwMTU3",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    },
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-12-28 23:53:51 +0000 UTC",
      "review_id": "d87d4d299f1088b5c525f58a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM3MjU3MTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2022: 3.17 GPA, 70.0% A/AB (n=30 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Fall 2025: 3.90 GPA, 96.2% A/AB (n=26 letter grades).

```json
{
  "citations": [
    {
      "course_id": "AMERIND 301",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "AMERIND 301",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Brian Mcinnes: Lectures, vocab quizzes, and Kahoots were enjoyable, with the professor offering extra points and advice.

```json
{
  "citations": [
    {
      "instructor_name": "Brian Mcinnes",
      "review_date": "2022-12-28 23:53:51 +0000 UTC",
      "review_id": "d87d4d299f1088b5c525f58a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2649354",
      "source_review_id": "UmF0aW5nLTM3MjU3MTg0",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

BRIAN MCINNES is recorded teaching in Fall 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "AMERIND 301",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
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      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "AMERIND 301",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

DENISE WIYAKA is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "AMERIND 301",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
      "source_record": {
        "entity_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
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      "section_number": 1,
      "source_course_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
      "source_record": {
        "entity_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
        "file": "tables/observations.parquet",
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      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
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}
```

MORGAN SMALLWOOD is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "AMERIND 301",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
      "source_record": {
        "entity_id": "f062ad56-4d54-3284-a73d-eac3460c2bbf",
        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1242",
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    },
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

```json
[
  {
    "instructor_uid": "instructor_533113665fd120c5f5c5ee29",
    "source": "enrollment",
    "source_instructor_id": "dmwiyaka",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Denise Wiyaka",
    "email": "DENISE.WIYAKA@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": 8,
      "quality": 3.62,
      "difficulty": 3.25,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:364701",
      "source_url": "https://www.ratemyprofessors.com/professor/364701",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:55.309701+00:00",
      "courses": {
        "course_b0b55e891845fb69f3b23b21": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6483469882475683,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DENISE_WIYAKA"
  },
  {
    "instructor_uid": "instructor_66be283751ee49174d3e74ab",
    "source": "enrollment",
    "source_instructor_id": "msmallwood",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Morgan Smallwood",
    "email": "MSMALLWOOD@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/MORGAN_SMALLWOOD"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:140:021500",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1272",
    "source_course_id": "021500",
    "source_subject_id": "140",
    "title": "Beginner Level Ojibwe Language",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:30073",
    "term_id": "1272",
    "source_section_id": "30073",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 40,
    "enrolled": 7,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_09fe09254484e1e4acfb5175",
    "source": "madgrades",
    "source_instructor_id": "2601937",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "J VALENTINE",
    "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": 3.455,
      "graded": 726,
      "counts": [
        388,
        121,
        122,
        34,
        38,
        6,
        17
      ],
      "sections": 62
    },
    "instructor_url": "/instructors/J_VALENTINE"
  },
  {
    "instructor_uid": "instructor_1baceb7794b587a359249a89",
    "source": "madgrades",
    "source_instructor_id": "6176953",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BRIAN MCINNES",
    "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": 4.67,
      "difficulty": 1.83,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:2649354",
      "source_url": "https://www.ratemyprofessors.com/professor/2649354",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:51:08.206811+00:00",
      "courses": {
        "course_3a3d8e42b2a164b9516b05f6": {
          "review_count": 4,
          "quality": 5,
          "difficulty": 1.75,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_25cce2dc8639b1d1c19dabec": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 2,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8928352181127654,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.557,
      "graded": 369,
      "counts": [
        232,
        69,
        32,
        12,
        4,
        9,
        11
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/BRIAN_MCINNES"
  },
  {
    "instructor_uid": "instructor_67bf51f1b3945c985cf8d28e",
    "source": "madgrades",
    "source_instructor_id": "1603609",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DENISE WIYAKA",
    "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": 3.25,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:364701",
      "source_url": "https://www.ratemyprofessors.com/professor/364701",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:55.309701+00:00",
      "courses": {
        "course_b0b55e891845fb69f3b23b21": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6483469882475683,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.734,
      "graded": 158,
      "counts": [
        105,
        30,
        18,
        2,
        3,
        0,
        0
      ],
      "sections": 28
    },
    "instructor_url": "/instructors/DENISE_WIYAKA--instructor_67bf51f1b3945c985cf8d28e"
  },
  {
    "instructor_uid": "instructor_b3e1cf9bd0204f6c1a747c60",
    "source": "madgrades",
    "source_instructor_id": "5527085",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MORGAN SMALLWOOD",
    "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": 3.65,
      "graded": 1096,
      "counts": [
        693,
        218,
        88,
        62,
        21,
        4,
        10
      ],
      "sections": 48
    },
    "instructor_url": "/instructors/MORGAN_SMALLWOOD--instructor_b3e1cf9bd0204f6c1a747c60"
  },
  {
    "instructor_uid": "instructor_862998ea54d210f2b25af3e6",
    "source": "madgrades",
    "source_instructor_id": "4784408",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KAI PYLE",
    "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": 3,
      "difficulty": 1.17,
      "quality_count": 6,
      "difficulty_count": 6,
      "profile_id": "rmp:3063678",
      "source_url": "https://www.ratemyprofessors.com/professor/3063678",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:27:48.839563+00:00",
      "courses": {},
      "bayesian_quality": 3.5074506027281505,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.729,
      "graded": 578,
      "counts": [
        431,
        79,
        27,
        18,
        13,
        3,
        7
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/KAI_PYLE--instructor_862998ea54d210f2b25af3e6"
  },
  {
    "instructor_uid": "instructor_533113665fd120c5f5c5ee29",
    "source": "enrollment",
    "source_instructor_id": "dmwiyaka",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Denise Wiyaka",
    "email": "DENISE.WIYAKA@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": 8,
      "quality": 3.62,
      "difficulty": 3.25,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:364701",
      "source_url": "https://www.ratemyprofessors.com/professor/364701",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:43:55.309701+00:00",
      "courses": {
        "course_b0b55e891845fb69f3b23b21": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.6483469882475683,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/DENISE_WIYAKA"
  },
  {
    "instructor_uid": "instructor_66be283751ee49174d3e74ab",
    "source": "enrollment",
    "source_instructor_id": "msmallwood",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Morgan Smallwood",
    "email": "MSMALLWOOD@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/MORGAN_SMALLWOOD"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "J VALENTINE"
    ],
    "a": 28,
    "ab": 3,
    "b": 4,
    "bc": 1,
    "c": 5,
    "d": 2,
    "f": 2,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 49,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "J VALENTINE"
    ],
    "a": 11,
    "ab": 15,
    "b": 7,
    "bc": 0,
    "c": 3,
    "d": 1,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 39,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "J VALENTINE"
    ],
    "a": 17,
    "ab": 13,
    "b": 6,
    "bc": 3,
    "c": 1,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "BRIAN MCINNES"
    ],
    "a": 19,
    "ab": 14,
    "b": 6,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 41,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "BRIAN MCINNES"
    ],
    "a": 14,
    "ab": 7,
    "b": 3,
    "bc": 1,
    "c": 0,
    "d": 3,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 30,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Denise Wiyaka",
      "Morgan Smallwood"
    ],
    "a": 7,
    "ab": 0,
    "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": 1,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Denise Wiyaka",
      "Morgan Smallwood"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "AMERIND 301"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "AMERIND 301",
    "course_uid": "course_3a3d8e42b2a164b9516b05f6",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Kai Pyle"
    ],
    "a": 24,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 26,
    "source_aliases": [
      "AMERIND 301"
    ]
  }
]
```

### statistics

#### gpa

3.426

#### graded

229

#### counts

* 120
* 53
* 26
* 6
* 10
* 6
* 8

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3a3d8e42b2a164b9516b05f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3a3d8e42b2a164b9516b05f6-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3a3d8e42b2a164b9516b05f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3a3d8e42b2a164b9516b05f6-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_3a3d8e42b2a164b9516b05f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3a3d8e42b2a164b9516b05f6-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_3a3d8e42b2a164b9516b05f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3a3d8e42b2a164b9516b05f6-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3a3d8e42b2a164b9516b05f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3a3d8e42b2a164b9516b05f6-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.425764192139738

#### count

229

#### university

##### size

3442

##### gpa Percentile

19

##### count Percentile

67

##### median Count

125.5

##### 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 | 1     | false   |
| 2.4–2.8 | 5     | false   |
| 2.8–3.2 | 250   | false   |
| 3.2–3.6 | 932   | true    |
| 3.6–4.0 | 2254  | false   |

#### departments

```json
[
  {
    "subject": "AMERIND",
    "comparison": {
      "size": 19,
      "gpaPercentile": 17,
      "countPercentile": 78,
      "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": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.311111111111111

##### count

45

##### university

###### size

723

###### gpa Percentile

45

###### count Percentile

29

###### 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    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 306   | true    |
| 3.6–4.0 | 180   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

#### 1172

##### term

1172

##### gpa

3.1923076923076925

##### count

39

##### university

###### size

991

###### gpa Percentile

25

###### count Percentile

19

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 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

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

#### 1192

##### term

1192

##### gpa

3.4390243902439024

##### count

41

##### university

###### size

1077

###### gpa Percentile

40

###### count Percentile

22

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

#### 1212

##### term

1212

##### gpa

3.548780487804878

##### count

41

##### university

###### size

1111

###### gpa Percentile

40

###### count Percentile

22

###### 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   | false   |
| 3.2–3.6 | 337   | true    |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

#### 1232

##### term

1232

##### gpa

3.1666666666666665

##### count

30

##### university

###### size

1216

###### gpa Percentile

13

###### count Percentile

0

###### 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

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

#### 1242

##### term

1242

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

#### 1262

##### term

1262

##### gpa

3.9038461538461537

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| AMERIND |            |

### benchmarks

#### all

##### school

###### size

3442

###### gpa

3.670860872976525

###### top Share

82.57105741432271

###### count

125.5

##### AMERIND

###### size

19

###### gpa

3.5716602460535047

###### top Share

79.36779629366313

###### count

133

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 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_09fe09254484e1e4acfb5175",
    "name": "J VALENTINE",
    "count": 125,
    "terms": [
      {
        "term": "1072",
        "count": 45,
        "sections": 1,
        "gpa": 3.311111111111111
      },
      {
        "term": "1172",
        "count": 39,
        "sections": 1,
        "gpa": 3.1923076923076925
      },
      {
        "term": "1192",
        "count": 41,
        "sections": 1,
        "gpa": 3.4390243902439024
      }
    ]
  },
  {
    "uid": "instructor_1baceb7794b587a359249a89",
    "name": "BRIAN MCINNES",
    "count": 71,
    "terms": [
      {
        "term": "1212",
        "count": 41,
        "sections": 1,
        "gpa": 3.548780487804878
      },
      {
        "term": "1232",
        "count": 30,
        "sections": 1,
        "gpa": 3.1666666666666665
      }
    ]
  },
  {
    "uid": "instructor_862998ea54d210f2b25af3e6",
    "name": "KAI PYLE",
    "count": 26,
    "terms": [
      {
        "term": "1262",
        "count": 26,
        "sections": 1,
        "gpa": 3.9038461538461537
      }
    ]
  },
  {
    "uid": "instructor_67bf51f1b3945c985cf8d28e",
    "name": "DENISE WIYAKA",
    "count": 7,
    "terms": [
      {
        "term": "1242",
        "count": 7,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_b3e1cf9bd0204f6c1a747c60",
    "name": "MORGAN SMALLWOOD",
    "count": 7,
    "terms": [
      {
        "term": "1242",
        "count": 7,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

| code        | title                             |
| ----------- | --------------------------------- |
| AMERIND 302 | BEGINNER LEVEL OJIBWE LANGUAGE II |
