# ASIALANG 225: Third Semester Hmong | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ASIALANG_225)

## 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

88bd54e02c8df8f7245e2e74fca4aa15f08531c3189445dd2252b37b14ea7137

### course id

ASIALANG 225

### course uid

course\_496f6151b0c3290f00d24c89

### catalog version id

47627f36661a9f67a7efe4a19f5aee7cc3de1e16a718e95eb6a5dc4ae6bcf89d

### course number

225

### subjects

* ASIALANG

### title

THIRD SEMESTER HMONG

### description

Proficiency at the intermediate level in listening, speaking, reading and writing, using communicative approaches. Students with prior experience in the language are required to take a placement test administered by the department. Not open to students with credit for LCA LANG 407 prior to Fall 2019.

### requirements text

ASIALANG 126(or LCA LANG 308 prior to Fall 2019) or placement intoASIALANG 225

### credits min

4

### credits max

4

### credit offering ids

* 1272:186:017889

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

615890fe305f60e22382a123516efcf553743799ad37beb987361cffa1585a6b

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ASIALANG 225 is the third semester of Hmong, teaching intermediate proficiency in listening, speaking, reading, and writing through communicative approaches.

### llm topics

* Hmong language and culture

### llm skills

* Intermediate proficiency in listening, speaking, reading, and writing.

### llm assumed background

* Elementary proficiency in listening, speaking, reading, and writing.

### llm search phrases

* Hmong language intermediate
* ASIALANG 225 communicative approaches
* third semester Hmong course

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

cc00ac60f0afb88f9329b5fafd1bc4b4f2816243b55187c5460631109b0b695e

#### course id

ASIALANG 225

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_f5daf37ba75df88798bd2547",
    "message": null,
    "name": "Choua Lee",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:1882392",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Choua Lee",
            "review_date": "2020-12-22 01:14:31 +0000 UTC",
            "review_id": "622929b3b2c548221c85dcdd",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1882392",
            "source_review_id": "UmF0aW5nLTM0MTcwOTIw",
            "source_url": "https://www.ratemyprofessors.com/professor/1882392",
            "type": "review"
          }
        ],
        "text": "Choua Lee is spontaneous with unclear assignment directions, though accessible for Hmong faculty connections. The course suits those already comfortable with Hmong, featuring little work and straightforward tests."
      },
      {
        "citations": [
          {
            "instructor_name": "Choua Lee",
            "review_date": "2022-01-28 04:56:38 +0000 UTC",
            "review_id": "fcab57dfebee5b5ab03d5d23",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1882392",
            "source_review_id": "UmF0aW5nLTM1ODA2OTY1",
            "source_url": "https://www.ratemyprofessors.com/professor/1882392",
            "type": "review"
          }
        ],
        "text": "Historical reviews note Lee’s proficiency in language and culture, though some students felt learning outcomes were unmet. Struggling students are advised to reach out, with one reviewer attributing success to the remote format."
      },
      {
        "citations": [
          {
            "course_id": "ASIALANG 225",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
            "source_record": {
              "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 225",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
            "source_record": {
              "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "ASIALANG 225",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
            "source_record": {
              "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.50 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.88 GPA, 100.0% A/AB (n=17 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

Workload is described as light with laid-out tests for students comfortable with Hmong, though assignment directions are criticized as unclear.

```json
{
  "citations": [
    {
      "instructor_name": "Choua Lee",
      "review_date": "2020-12-22 01:14:31 +0000 UTC",
      "review_id": "622929b3b2c548221c85dcdd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1882392",
      "source_review_id": "UmF0aW5nLTM0MTcwOTIw",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Choua Lee teaches ASIALANG 225 with varying student satisfaction; reviews note she is spontaneous and culturally proficient but provide unclear assignment directions, while remote instruction may have aided performance.

```json
{
  "citations": [
    {
      "instructor_name": "Choua Lee",
      "review_date": "2020-12-22 01:14:31 +0000 UTC",
      "review_id": "622929b3b2c548221c85dcdd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1882392",
      "source_review_id": "UmF0aW5nLTM0MTcwOTIw",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "type": "review"
    },
    {
      "instructor_name": "Choua Lee",
      "review_date": "2022-01-28 04:56:38 +0000 UTC",
      "review_id": "fcab57dfebee5b5ab03d5d23",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1882392",
      "source_review_id": "UmF0aW5nLTM1ODA2OTY1",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.50 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.88 GPA, 100.0% A/AB (n=17 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ASIALANG 225",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 225",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ASIALANG 225",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students report Choua Lee is a cool person for building connections, but others found learning outcomes unclear and noted that remote delivery may have masked in-person challenges.

```json
{
  "citations": [
    {
      "instructor_name": "Choua Lee",
      "review_date": "2020-12-22 01:14:31 +0000 UTC",
      "review_id": "622929b3b2c548221c85dcdd",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1882392",
      "source_review_id": "UmF0aW5nLTM0MTcwOTIw",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "type": "review"
    },
    {
      "instructor_name": "Choua Lee",
      "review_date": "2022-01-28 04:56:38 +0000 UTC",
      "review_id": "fcab57dfebee5b5ab03d5d23",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1882392",
      "source_review_id": "UmF0aW5nLTM1ODA2OTY1",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

CHOUA LEE is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ASIALANG 225",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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      "source_record": {
        "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
      "source_record": {
        "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
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        "entity_id": "ab1389a0-92a6-3791-8e41-f2f648798ecb",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1232",
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        "file": "tables/observations.parquet",
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      "source_record": {
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      },
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        "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": [
      "req_1",
      "req_2"
    ],
    "condition": null,
    "course": null,
    "evidence": "ASIALANG 126(or LCA LANG 308 prior to Fall 2019) or placement intoASIALANG 225",
    "id": "root",
    "kind": "all"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 126,
      "minimum_grade": null,
      "subjects": [
        "ASIALANG"
      ],
      "timing": "prior"
    },
    "evidence": "ASIALANG 126(or LCA LANG 308 prior to Fall 2019) or placement intoASIALANG 225",
    "id": "req_1",
    "kind": "course"
  },
  {
    "children": [
      "req_2a",
      "req_2b"
    ],
    "condition": null,
    "course": null,
    "evidence": "ASIALANG 126(or LCA LANG 308 prior to Fall 2019) or placement intoASIALANG 225",
    "id": "req_2",
    "kind": "any"
  },
  {
    "children": [],
    "condition": "LCA LANG 308 prior to Fall 2019",
    "course": null,
    "evidence": "ASIALANG 126(or LCA LANG 308 prior to Fall 2019) or placement intoASIALANG 225",
    "id": "req_2a",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "placement intoASIALANG 225",
    "course": null,
    "evidence": "ASIALANG 126(or LCA LANG 308 prior to Fall 2019) or placement intoASIALANG 225",
    "id": "req_2b",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

root

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_f5daf37ba75df88798bd2547",
    "source": "enrollment",
    "source_instructor_id": "lee2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Choua Lee",
    "email": "LEE2@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": 12,
      "quality": 3.92,
      "difficulty": 2.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:1882392",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:47.094298+00:00",
      "courses": {
        "course_8894ceec3e64aef34df35445": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 3,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_496f6151b0c3290f00d24c89": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.757303614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CHOUA_LEE"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:186:017889",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1272",
    "source_course_id": "017889",
    "source_subject_id": "186",
    "title": "Third Semester Hmong",
    "credits_min": 4,
    "credits_max": 4,
    "typically_offered": "Fall, Summer"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:20309",
    "term_id": "1272",
    "source_section_id": "20309",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 13,
    "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_5a6e2bb32b5f143a1f086dee",
    "source": "madgrades",
    "source_instructor_id": "4083699",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHOUA LEE",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 12,
      "quality": 3.92,
      "difficulty": 2.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:1882392",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:47.094298+00:00",
      "courses": {
        "course_8894ceec3e64aef34df35445": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 3,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_496f6151b0c3290f00d24c89": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.757303614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.726,
      "graded": 376,
      "counts": [
        276,
        41,
        42,
        7,
        5,
        0,
        5
      ],
      "sections": 47
    },
    "instructor_url": "/instructors/CHOUA_LEE--instructor_5a6e2bb32b5f143a1f086dee"
  },
  {
    "instructor_uid": "instructor_2f43a46d5ed5f2c05b0a6e27",
    "source": "madgrades",
    "source_instructor_id": "3226297",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ERLIN BARNARD",
    "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": 3.698,
      "graded": 877,
      "counts": [
        639,
        105,
        65,
        26,
        28,
        4,
        10
      ],
      "sections": 459
    },
    "instructor_url": "/instructors/ERLIN_BARNARD--instructor_2f43a46d5ed5f2c05b0a6e27"
  },
  {
    "instructor_uid": "instructor_f5daf37ba75df88798bd2547",
    "source": "enrollment",
    "source_instructor_id": "lee2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Choua Lee",
    "email": "LEE2@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": 12,
      "quality": 3.92,
      "difficulty": 2.67,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:1882392",
      "source_url": "https://www.ratemyprofessors.com/professor/1882392",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:47.094298+00:00",
      "courses": {
        "course_8894ceec3e64aef34df35445": {
          "review_count": 4,
          "quality": 3.5,
          "difficulty": 3,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_496f6151b0c3290f00d24c89": {
          "review_count": 2,
          "quality": 3.5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.757303614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/CHOUA_LEE"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Choua Lee"
    ],
    "a": 10,
    "ab": 5,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 16,
    "source_aliases": [
      "ASIALANG 225"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Choua Lee",
      "Erlin Barnard"
    ],
    "a": 9,
    "ab": 4,
    "b": 4,
    "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": 18,
    "source_aliases": [
      "ASIALANG 225"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Choua Lee",
      "Erlin Barnard"
    ],
    "a": 8,
    "ab": 0,
    "b": 2,
    "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": 12,
    "source_aliases": [
      "ASIALANG 225"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Choua Lee",
      "Erlin Barnard"
    ],
    "a": 14,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 1,
    "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": 17,
    "source_aliases": [
      "ASIALANG 225"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Choua Lee",
      "Erlin Barnard"
    ],
    "a": 12,
    "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": 12,
    "source_aliases": [
      "ASIALANG 225"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Choua Lee",
      "Erlin Barnard"
    ],
    "a": 9,
    "ab": 3,
    "b": 2,
    "bc": 0,
    "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": 15,
    "source_aliases": [
      "ASIALANG 225"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIALANG 225",
    "course_uid": "course_496f6151b0c3290f00d24c89",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Choua Lee",
      "Erlin Barnard"
    ],
    "a": 13,
    "ab": 4,
    "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": 17,
    "source_aliases": [
      "ASIALANG 225"
    ]
  }
]
```

### statistics

#### gpa

3.678

#### graded

107

#### counts

* 75
* 17
* 9
* 2
* 1
* 0
* 3

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_496f6151b0c3290f00d24c89-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_496f6151b0c3290f00d24c89-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_496f6151b0c3290f00d24c89-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_496f6151b0c3290f00d24c89-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_496f6151b0c3290f00d24c89-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_496f6151b0c3290f00d24c89-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_496f6151b0c3290f00d24c89-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_496f6151b0c3290f00d24c89-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_496f6151b0c3290f00d24c89-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_496f6151b0c3290f00d24c89-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.677570093457944

#### count

107

#### university

##### size

3220

##### gpa Percentile

40

##### count Percentile

43

##### median Count

131

##### 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 | 7     | false   |
| 2.8–3.2 | 192   | false   |
| 3.2–3.6 | 812   | false   |
| 3.6–4.0 | 2209  | true    |

#### departments

```json
[
  {
    "subject": "ASIALANG",
    "comparison": {
      "size": 26,
      "gpaPercentile": 40,
      "countPercentile": 48,
      "medianCount": 112,
      "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": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1202

##### term

1202

##### gpa

3.78125

##### count

16

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1212

##### term

1212

##### gpa

3.5833333333333335

##### count

18

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1222

##### term

1222

##### gpa

3.375

##### count

12

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1232

##### term

1232

##### gpa

3.6176470588235294

##### count

17

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1242

##### term

1242

##### gpa

4

##### count

12

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1252

##### term

1252

##### gpa

3.5

##### count

15

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

#### 1262

##### term

1262

##### gpa

3.8823529411764706

##### count

17

##### departments

| subject  | comparison |
| -------- | ---------- |
| ASIALANG |            |

### benchmarks

#### all

##### school

###### size

3220

###### gpa

3.6887830382500986

###### top Share

83.75346055650121

###### count

131

##### ASIALANG

###### size

26

###### gpa

3.69088066652385

###### top Share

85.21086714918222

###### count

112

#### terms

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_5a6e2bb32b5f143a1f086dee",
    "name": "CHOUA LEE",
    "count": 107,
    "terms": [
      {
        "term": "1202",
        "count": 16,
        "sections": 1,
        "gpa": 3.78125
      },
      {
        "term": "1212",
        "count": 18,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1222",
        "count": 12,
        "sections": 1,
        "gpa": 3.375
      },
      {
        "term": "1232",
        "count": 17,
        "sections": 1,
        "gpa": 3.6176470588235294
      },
      {
        "term": "1242",
        "count": 12,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1252",
        "count": 15,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1262",
        "count": 17,
        "sections": 1,
        "gpa": 3.8823529411764706
      }
    ]
  },
  {
    "uid": "instructor_2f43a46d5ed5f2c05b0a6e27",
    "name": "ERLIN BARNARD",
    "count": 91,
    "terms": [
      {
        "term": "1212",
        "count": 18,
        "sections": 1,
        "gpa": 3.5833333333333335
      },
      {
        "term": "1222",
        "count": 12,
        "sections": 1,
        "gpa": 3.375
      },
      {
        "term": "1232",
        "count": 17,
        "sections": 1,
        "gpa": 3.6176470588235294
      },
      {
        "term": "1242",
        "count": 12,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1252",
        "count": 15,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1262",
        "count": 17,
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        "gpa": 3.8823529411764706
      }
    ]
  }
]
```

## following

| code         | title                 |
| ------------ | --------------------- |
| ASIALANG 226 | FOURTH SEMESTER HMONG |
