# LINGUIS 213: Topics in Sociolinguistics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LINGUIS_213)

## 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

4dfe00d25254dccb35ba4c62d19c8f5c3804a05ac1eb3533fc06d270371414d2

### course id

LINGUIS 213

### course uid

course\_d356983e0d3ee540cf35746f

### catalog version id

be4ae5fdffe80198ed1cd262f7db11525b0de4c9b0579d05ac4044a907c91915

### course number

213

### subjects

* LINGUIS

### title

TOPICS IN SOCIOLINGUISTICS

### description

Introduction to sociolinguistics through study of a particular topic. Focuses on how language is shaped by social factors such as gender, ethnicity, education, social status, and geographic location.

### requirements text

None

### credits min

3

### credits max

3

### credit offering ids

* 1272:550:026640
* 1272:550:026640.2

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

ab4f32c4b770d3d2c1d925032d4372f592036a415484efbf6c80ee458a00a6e2

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

An introduction to sociolinguistics exploring how social factors shape language.

### llm topics

* Social factors in language
* Sociolinguistics topics

### llm skills

* Analyze the impact of social factors on language

### llm assumed background

None recorded.

### llm search phrases

* sociolinguistics introduction
* language social factors
* gender ethnicity language
* sociolinguistics topics

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

f27536275805abda97a56b6097542c45aaadde05f77e5cf4c101e1a1b18c3565

#### course id

LINGUIS 213

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_d3be59ace743acbf692753ed",
    "message": "No course-specific reviews available",
    "name": "Laura Horton",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3154163",
    "summary": [
      {
        "citations": [
          {
            "course_id": "LINGUIS 213",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
            "source_record": {
              "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1244",
            "type": "grade"
          },
          {
            "course_id": "LINGUIS 213",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
            "source_record": {
              "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "LINGUIS 213",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
            "source_record": {
              "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2024: 3.97 GPA, 100.0% A/AB (n=18 letter grades); Fall 2024: 3.95 GPA, 100.0% A/AB (n=19 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=20 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Kelly Wright: Kelly Wright assigns long, repetitive Sunday deadlines and a tedious final exam requiring specific quote retrieval from presentations or a book.

```json
{
  "citations": [
    {
      "instructor_name": "Kelly Wright",
      "review_date": "2026-05-01 21:18:48 +0000 UTC",
      "review_id": "b5984bf6052b40f226f19831",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3100806",
      "source_review_id": "UmF0aW5nLTQyOTk4OTcw",
      "source_url": "https://www.ratemyprofessors.com/professor/3100806",
      "type": "review"
    },
    {
      "instructor_name": "Kelly Wright",
      "review_date": "2026-05-06 19:19:51 +0000 UTC",
      "review_id": "72ccd8782a903c6c39732411",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3100806",
      "source_review_id": "UmF0aW5nLTQzMDQ4ODkw",
      "source_url": "https://www.ratemyprofessors.com/professor/3100806",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Joseph Salmons: Joseph Salmons is described as accessible and engaging, with students noting they learn a lot through his lectures. Reviewers found the course easy to do well in, provided they completed the reading and discussion post homework.

```json
{
  "citations": [
    {
      "instructor_name": "Joseph Salmons",
      "review_date": "2026-05-03 01:47:01 +0000 UTC",
      "review_id": "f04203daf2c4e866e6951996",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1918714",
      "source_review_id": "UmF0aW5nLTQzMDA3MjQ3",
      "source_url": "https://www.ratemyprofessors.com/professor/1918714",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Joseph Salmons: Joseph Salmons offers an easy course where students learn language concepts through accessible lectures and manageable homework.

```json
{
  "citations": [
    {
      "instructor_name": "Joseph Salmons",
      "review_date": "2026-05-03 01:47:01 +0000 UTC",
      "review_id": "f04203daf2c4e866e6951996",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1918714",
      "source_review_id": "UmF0aW5nLTQzMDA3MjQ3",
      "source_url": "https://www.ratemyprofessors.com/professor/1918714",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2025: 3.90 GPA, 95.0% A/AB (n=20 letter grades); Fall 2025: 3.98 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 3.84 GPA, 93.8% A/AB (n=97 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Kelly Wright: Kelly Wright creates an interactive, welcoming environment with engaging lectures that encourage participation and relate content to personal experience.

```json
{
  "citations": [
    {
      "instructor_name": "Kelly Wright",
      "review_date": "2026-05-06 19:16:25 +0000 UTC",
      "review_id": "8a1258effac5ed9b5d75557d",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3100806",
      "source_review_id": "UmF0aW5nLTQzMDQ4ODM2",
      "source_url": "https://www.ratemyprofessors.com/professor/3100806",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

JOSEPH SALMONS is recorded teaching in Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

KELLY WRIGHT is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

LAURA HORTON is recorded teaching in Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "LINGUIS 213",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
      "source_record": {
        "entity_id": "b50df168-0bc6-329f-8da0-acd762123bdc",
        "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": "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

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name         | email                  | first\_observed\_at              | last\_observed\_at               | instructor\_url            |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------ | ---------------------- | -------------------------------- | -------------------------------- | -------------------------- |
| instructor\_d3be59ace743acbf692753ed | enrollment | lahorton3              | netid           | source\_identified | Laura Horton | LAURA.HORTON\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/LAURA\_HORTON |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:550:026640",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1272",
    "source_course_id": "026640",
    "source_subject_id": "550",
    "title": "Topics in Sociolinguistics",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:550:026640.2",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1272",
    "source_course_id": "026640.2",
    "source_subject_id": "550",
    "title": "Inventing Languages",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:28781",
    "term_id": "1272",
    "source_section_id": "28781",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 20,
    "enrolled": 14,
    "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_73330ea13be1a3cdbec4fe7a",
    "source": "madgrades",
    "source_instructor_id": "6490605",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "LAURA HORTON",
    "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": 3.888,
      "graded": 139,
      "counts": [
        125,
        6,
        5,
        1,
        1,
        0,
        1
      ],
      "sections": 9
    },
    "instructor_url": "/instructors/LAURA_HORTON--instructor_73330ea13be1a3cdbec4fe7a"
  },
  {
    "instructor_uid": "instructor_c24f086e4c0543c1870e0245",
    "source": "madgrades",
    "source_instructor_id": "2600702",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOSEPH SALMONS",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 13,
      "quality": 5,
      "difficulty": 2.23,
      "quality_count": 13,
      "difficulty_count": 13,
      "profile_id": "rmp:1918714",
      "source_url": "https://www.ratemyprofessors.com/professor/1918714",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:30:14.683238+00:00",
      "courses": {
        "course_d356983e0d3ee540cf35746f": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_8b3ab8bcf8fb1f5502a4cb1c": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_1fab06c0d3d4cc5c1f938e20": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_8d29822cd61f0c8ae0cf166b": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_e6d4a0bf265b9694919a27cd": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 1,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.187688353664603,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.904,
      "graded": 781,
      "counts": [
        695,
        52,
        26,
        2,
        2,
        0,
        4
      ],
      "sections": 136
    },
    "instructor_url": "/instructors/JOSEPH_SALMONS--instructor_c24f086e4c0543c1870e0245"
  },
  {
    "instructor_uid": "instructor_0dc27e1aab62a2f286abc184",
    "source": "madgrades",
    "source_instructor_id": "6686319",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KELLY WRIGHT",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 4,
      "quality": 2.75,
      "difficulty": 2.75,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:3100806",
      "source_url": "https://www.ratemyprofessors.com/professor/3100806",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:26:24.287588+00:00",
      "courses": {
        "course_d356983e0d3ee540cf35746f": {
          "review_count": 4,
          "quality": 2.75,
          "difficulty": 2.75,
          "quality_count": 4,
          "difficulty_count": 4
        }
      },
      "bayesian_quality": 3.5080714862888294,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.777,
      "graded": 112,
      "counts": [
        91,
        9,
        6,
        3,
        1,
        0,
        2
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/KELLY_WRIGHT--instructor_0dc27e1aab62a2f286abc184"
  },
  {
    "instructor_uid": "instructor_14e686d4e179cd8dd1df5d09",
    "source": "madgrades",
    "source_instructor_id": "6291310",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "GRADY KEPLER",
    "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": 3.52,
      "graded": 250,
      "counts": [
        149,
        44,
        31,
        10,
        4,
        4,
        8
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/GRADY_KEPLER--instructor_14e686d4e179cd8dd1df5d09"
  },
  {
    "instructor_uid": "instructor_d3be59ace743acbf692753ed",
    "source": "enrollment",
    "source_instructor_id": "lahorton3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Laura Horton",
    "email": "LAURA.HORTON@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/LAURA_HORTON"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Laura Horton"
    ],
    "a": 17,
    "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": 18,
    "source_aliases": [
      "LINGUIS 213"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "JOSEPH SALMONS",
      "Laura Horton"
    ],
    "a": 40,
    "ab": 8,
    "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": 49,
    "source_aliases": [
      "LINGUIS 213"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Kelly Wright"
    ],
    "a": 18,
    "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": 20,
    "source_aliases": [
      "LINGUIS 213"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Laura Horton"
    ],
    "a": 19,
    "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": 20,
    "source_aliases": [
      "LINGUIS 213"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LINGUIS 213",
    "course_uid": "course_d356983e0d3ee540cf35746f",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "GRADY KEPLER",
      "JOSEPH SALMONS",
      "Kelly Wright"
    ],
    "a": 82,
    "ab": 9,
    "b": 2,
    "bc": 2,
    "c": 1,
    "d": 0,
    "f": 1,
    "satisfactory": 3,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 100,
    "source_aliases": [
      "LINGUIS 213"
    ]
  }
]
```

### statistics

#### gpa

3.885

#### graded

204

#### counts

* 176
* 20
* 3
* 3
* 1
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d356983e0d3ee540cf35746f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d356983e0d3ee540cf35746f-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d356983e0d3ee540cf35746f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d356983e0d3ee540cf35746f-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d356983e0d3ee540cf35746f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d356983e0d3ee540cf35746f-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d356983e0d3ee540cf35746f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d356983e0d3ee540cf35746f-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d356983e0d3ee540cf35746f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d356983e0d3ee540cf35746f-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8848039215686274

#### count

204

#### university

##### size

3497

##### gpa Percentile

71

##### count Percentile

73

##### median Count

92

##### 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 | 13    | false   |
| 2.8–3.2 | 187   | false   |
| 3.2–3.6 | 894   | false   |
| 3.6–4.0 | 2403  | true    |

#### departments

```json
[
  {
    "subject": "LINGUIS",
    "comparison": {
      "size": 16,
      "gpaPercentile": 80,
      "countPercentile": 93,
      "medianCount": 63,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1244

##### term

1244

##### gpa

3.9722222222222223

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| LINGUIS |            |

#### 1252

##### term

1252

##### gpa

3.8979591836734695

##### count

49

##### university

###### size

1333

###### gpa Percentile

80

###### count Percentile

34

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LINGUIS |            |

#### 1254

##### term

1254

##### gpa

3.9

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| LINGUIS |            |

#### 1262

##### term

1262

##### gpa

3.975

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| LINGUIS |            |

#### 1264

##### term

1264

##### gpa

3.8402061855670104

##### count

97

##### university

###### size

1283

###### gpa Percentile

70

###### count Percentile

68

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LINGUIS |            |

### benchmarks

#### all

##### school

###### size

3497

###### gpa

3.6919469846564397

###### top Share

83.92346882613002

###### count

92

##### LINGUIS

###### size

16

###### gpa

3.7306429035981137

###### top Share

85.43593793609139

###### count

63

#### terms

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_0dc27e1aab62a2f286abc184",
    "name": "KELLY WRIGHT",
    "count": 77,
    "terms": [
      {
        "term": "1254",
        "count": 20,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1264",
        "count": 57,
        "sections": 1,
        "gpa": 3.7719298245614037
      }
    ]
  },
  {
    "uid": "instructor_73330ea13be1a3cdbec4fe7a",
    "name": "LAURA HORTON",
    "count": 57,
    "terms": [
      {
        "term": "1244",
        "count": 18,
        "sections": 1,
        "gpa": 3.9722222222222223
      },
      {
        "term": "1252",
        "count": 19,
        "sections": 1,
        "gpa": 3.9473684210526314
      },
      {
        "term": "1262",
        "count": 20,
        "sections": 1,
        "gpa": 3.975
      }
    ]
  },
  {
    "uid": "instructor_c24f086e4c0543c1870e0245",
    "name": "JOSEPH SALMONS",
    "count": 53,
    "terms": [
      {
        "term": "1252",
        "count": 30,
        "sections": 1,
        "gpa": 3.8666666666666667
      },
      {
        "term": "1264",
        "count": 23,
        "sections": 1,
        "gpa": 3.891304347826087
      }
    ]
  },
  {
    "uid": "instructor_14e686d4e179cd8dd1df5d09",
    "name": "GRADY KEPLER",
    "count": 17,
    "terms": [
      {
        "term": "1264",
        "count": 17,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
