# SPANISH 228: From Bad Bunny to Bad Hombres: the (mis)representation and (in)visibility of Spanish in the US | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/SPANISH_228)

## 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

128049fd8b45919a223301f21e3e782dfe201c7e08f5ec9ffe151418b7d8314c

### course id

SPANISH 228

### course uid

course\_40d509d55ffda195a83cedb6

### catalog version id

cb6ffd9d6d64c17c0605b5154238b88b5576ee99c0c86314623e2545a1ae7595

### course number

228

### subjects

* SPANISH

### title

FROM BAD BUNNY TO BAD HOMBRES: THE (MIS)REPRESENTATION AND (IN)VISIBILITY OF SPANISH IN THE US

### description

Survey and analysis of the historical and contemporary presence of the Spanish language and its speakers in U.S. communities, pop culture, media, schools and politics. Examination through linguistic, sociolinguistic, raciolinguistic and linguistic-anthropological lenses of how Spanish is used (and misused) by speakers and non-speakers alike to uphold, reproduce or perhaps transform ethnolinguistic, racialized and other social identities, attitudes and ideologies associated with Spanish in the U.S.

### requirements text

None

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

9d7cd748945cec84252924f65fa373add183afd1c35cd7217189837ead4bac56

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Survey of Spanish language and speakers in US communities, pop culture, and politics through linguistic and sociolinguistic lenses.

### llm topics

* Historical and contemporary presence of Spanish in US communities
* Spanish in pop culture, media, schools, and politics
* Linguistic, sociolinguistic, raciolinguistic, and linguistic-anthropological perspectives
* Ethnolinguistic and racialized social identities and ideologies

### llm skills

* Survey and analysis of Spanish language presence in US communities
* Examination of language use through linguistic and sociolinguistic lenses
* Analysis of how Spanish usage impacts social identities and ideologies

### llm assumed background

None recorded.

### llm search phrases

* Spanish language US communities
* sociolinguistics Spanish speakers
* raciolinguistic identity Spanish
* Spanish media politics US
* linguistic anthropology Spanish

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

a4e740b752d86a68ad9221cd55ed3c9c2dc7ad8979a424ead803f5b0ccbc199f

#### course id

SPANISH 228

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2025: 3.30 GPA, 52.0% A/AB (n=25 letter grades); Spring 2026: 3.27 GPA, 61.5% A/AB (n=26 letter grades).

```json
{
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      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "a30f38a5-bbca-3a91-afd9-cc131d2fcc0c",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
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      "course_id": "SPANISH 228",
      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### 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

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_2e1fcb6e1bd5958c15012177",
    "source": "madgrades",
    "source_instructor_id": "4004539",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CATHERINE STAFFORD",
    "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": 3.38,
      "difficulty": 3.5,
      "quality_count": 8,
      "difficulty_count": 8,
      "profile_id": "rmp:2600366",
      "source_url": "https://www.ratemyprofessors.com/professor/2600366",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:49:29.202213+00:00",
      "courses": {
        "course_ee1436d211bedc067d4c6f8b": {
          "review_count": 1,
          "quality": 2,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.5797755596761394,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.519,
      "graded": 1374,
      "counts": [
        724,
        270,
        239,
        59,
        59,
        12,
        11
      ],
      "sections": 121
    },
    "instructor_url": "/instructors/CATHERINE_STAFFORD--instructor_2e1fcb6e1bd5958c15012177"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SPANISH 228",
    "course_uid": "course_40d509d55ffda195a83cedb6",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Catherine Stafford"
    ],
    "a": 8,
    "ab": 5,
    "b": 8,
    "bc": 2,
    "c": 2,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 25,
    "source_aliases": [
      "SPANISH 228"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "SPANISH 228",
    "course_uid": "course_40d509d55ffda195a83cedb6",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Catherine Stafford"
    ],
    "a": 6,
    "ab": 10,
    "b": 5,
    "bc": 2,
    "c": 3,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 2,
    "not_reported": 0,
    "other": 0,
    "total": 29,
    "source_aliases": [
      "SPANISH 228"
    ]
  }
]
```

### statistics

#### gpa

3.284

#### graded

51

#### counts

* 14
* 15
* 13
* 4
* 5
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_40d509d55ffda195a83cedb6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_40d509d55ffda195a83cedb6-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_40d509d55ffda195a83cedb6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_40d509d55ffda195a83cedb6-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_40d509d55ffda195a83cedb6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_40d509d55ffda195a83cedb6-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.284313725490196

#### count

51

#### university

##### size

2021

##### gpa Percentile

13

##### count Percentile

29

##### median Count

77

##### 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 | 21    | false   |
| 2.8–3.2 | 152   | false   |
| 3.2–3.6 | 521   | true    |
| 3.6–4.0 | 1327  | false   |

#### departments

```json
[
  {
    "subject": "SPANISH",
    "comparison": {
      "size": 20,
      "gpaPercentile": 0,
      "countPercentile": 16,
      "medianCount": 137.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1254

##### term

1254

##### gpa

3.3

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| SPANISH |            |

#### 1264

##### term

1264

##### gpa

3.269230769230769

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| SPANISH |            |

### benchmarks

#### all

##### school

###### size

2021

###### gpa

3.660373947354374

###### top Share

82.25902967226666

###### count

77

##### SPANISH

###### size

20

###### gpa

3.6285526172829243

###### top Share

79.67301753751045

###### count

137.5

#### terms

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### SPANISH

###### size

15

###### gpa

3.637955913200556

###### top Share

79.5431447347719

###### count

85

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### SPANISH

###### size

15

###### gpa

3.6256052494730633

###### top Share

79.48938050096743

###### count

90

## instructor Trends

```json
[
  {
    "uid": "instructor_2e1fcb6e1bd5958c15012177",
    "name": "CATHERINE STAFFORD",
    "count": 51,
    "terms": [
      {
        "term": "1254",
        "count": 25,
        "sections": 1,
        "gpa": 3.3
      },
      {
        "term": "1264",
        "count": 26,
        "sections": 1,
        "gpa": 3.269230769230769
      }
    ]
  }
]
```

## following

None recorded.
