# ASIANAM/JOURN 662: Mass Media and Minorities | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ASIANAM_JOURN_662)

## 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

f99979bf5bcea9fb4ea13ef7874e4821001425b7b2bfde280b541994599a2d82

### course id

ASIANAM/JOURN 662

### course uid

course\_2082ed877b8aec90083f8d3f

### catalog version id

fa53d49b1883649ab2b8267c81f6b8b74b51f09827c5793d0741b47928d6fa66

### course number

662

### subjects

* ASIANAM
* JOURN

### title

MASS MEDIA AND MINORITIES

### description

Representations of minority groups in U.S. news and entertainment mass media. Historical, social, political, economic, and other factors influencing the mass mediated depictions of minorities.

### requirements text

Junior standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

cfdf7f0505c08ae0afa3bdccf1078ad3f2eff230a5ca0586f962e52b7349901e

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Examines representations of minority groups in U.S. mass media through historical, social, political, and economic lenses.

### llm topics

* Minority representations in news and entertainment
* Factors influencing media depictions

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* minority representation media
* U.S. news entertainment minorities
* mass media depictions social factors
* Asian American journalism studies

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

53f7849751386325e6aa6efb250c9c9ea1c3c1b09131a97b44e9022abd8d0eaa

#### course id

ASIANAM/JOURN 662

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Hemant Shah: Professor Shah requires consistent time and effort to achieve grades, but the workload is not considered difficult if students put in the necessary work.

```json
{
  "citations": [
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2014-01-14 15:33:31 +0000 UTC",
      "review_id": "bbd7d35e3463580a3016833a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNzUxMDE2",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Hemant Shah describe him as a transparent and engaging lecturer who uses media to highlight media mistreatment of minorities. Reviewers found his class fun and encouraging, noting that while work is required, the difficulty is low for those who put in the time.

```json
{
  "citations": [
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2013-12-08 21:04:01 +0000 UTC",
      "review_id": "239eedf2e7e07b25a4ac00b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNDcxNDk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    },
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2014-01-14 15:33:31 +0000 UTC",
      "review_id": "bbd7d35e3463580a3016833a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNzUxMDE2",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Historical reviews for Professor Hemant Shah describe a transparent, engaging lecturer who uses media clips to foster discussion and opens students' eyes to media bias against minorities.

```json
{
  "citations": [
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2013-12-08 21:04:01 +0000 UTC",
      "review_id": "239eedf2e7e07b25a4ac00b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNDcxNDk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    },
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2014-01-14 15:33:31 +0000 UTC",
      "review_id": "bbd7d35e3463580a3016833a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNzUxMDE2",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2013: 3.19 GPA, 66.7% A/AB (n=21 letter grades); Spring 2014: 3.33 GPA, 83.3% A/AB (n=18 letter grades); Spring 2022: 3.46 GPA, 79.2% A/AB (n=24 letter grades).

```json
{
  "citations": [
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      "table": "grades_latest",
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      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
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}
```

#### student experience

Historical reviews of Hemant Shah: Students found the class engaging and fun, with one noting they wanted to pay attention even in late-day sessions, calling it one of their favorite courses.

```json
{
  "citations": [
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2013-12-08 21:04:01 +0000 UTC",
      "review_id": "239eedf2e7e07b25a4ac00b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNDcxNDk1",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    },
    {
      "instructor_name": "Hemant Shah",
      "review_date": "2014-01-14 15:33:31 +0000 UTC",
      "review_id": "bbd7d35e3463580a3016833a",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1441991",
      "source_review_id": "UmF0aW5nLTIyNzUxMDE2",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

HEMANT SHAH is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Spring 2010, Fall 2010, Spring 2013, Spring 2014, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "section_number": 1,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
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    {
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      "source_record": {
        "entity_id": "26abddb6-4558-3812-8ff2-4ec18d561ee8",
        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
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    {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
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    {
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      "term_id": "1104",
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      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
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      "section_number": 1,
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      "term_id": "1134",
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      "section_number": 2,
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      "term_id": "1144",
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Junior standing",
    "course": null,
    "evidence": "Junior standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_1d13b967ded90a3a1749cece",
    "source": "madgrades",
    "source_instructor_id": "1010471",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES PHILIP DANKY",
    "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": 3.775,
      "graded": 91,
      "counts": [
        58,
        26,
        6,
        1,
        0,
        0,
        0
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/JAMES_PHILIP_DANKY--instructor_1d13b967ded90a3a1749cece"
  },
  {
    "instructor_uid": "instructor_f53b611e3b87a85de4b63c38",
    "source": "madgrades",
    "source_instructor_id": "1017511",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HEMANT SHAH",
    "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": 14,
      "quality": 3.5,
      "difficulty": 2.36,
      "quality_count": 14,
      "difficulty_count": 14,
      "profile_id": "rmp:1441991",
      "source_url": "https://www.ratemyprofessors.com/professor/1441991",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:36:46.134545+00:00",
      "courses": {
        "course_945131b2e40017d611bd0d90": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 2,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_2082ed877b8aec90083f8d3f": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.5939328138509383,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.438,
      "graded": 1526,
      "counts": [
        599,
        494,
        261,
        88,
        52,
        15,
        17
      ],
      "sections": 65
    },
    "instructor_url": "/instructors/HEMANT_SHAH"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "HEMANT SHAH",
      "JAMES PHILIP DANKY"
    ],
    "a": 18,
    "ab": 15,
    "b": 11,
    "bc": 3,
    "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": 47,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "HEMANT SHAH",
      "JAMES PHILIP DANKY"
    ],
    "a": 19,
    "ab": 11,
    "b": 8,
    "bc": 3,
    "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": 41,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "HEMANT SHAH",
      "JAMES PHILIP DANKY"
    ],
    "a": 14,
    "ab": 22,
    "b": 7,
    "bc": 3,
    "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": 48,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "HEMANT SHAH"
    ],
    "a": 7,
    "ab": 8,
    "b": 6,
    "bc": 3,
    "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": 24,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "JAMES PHILIP DANKY"
    ],
    "a": 17,
    "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": 23,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "HEMANT SHAH"
    ],
    "a": 52,
    "ab": 45,
    "b": 12,
    "bc": 4,
    "c": 3,
    "d": 2,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 119,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "HEMANT SHAH"
    ],
    "a": 27,
    "ab": 40,
    "b": 35,
    "bc": 6,
    "c": 4,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 114,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "HEMANT SHAH"
    ],
    "a": 2,
    "ab": 12,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 2,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "HEMANT SHAH"
    ],
    "a": 3,
    "ab": 12,
    "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": 18,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ASIANAM/JOURN 662",
    "course_uid": "course_2082ed877b8aec90083f8d3f",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "HEMANT SHAH"
    ],
    "a": 10,
    "ab": 9,
    "b": 3,
    "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": 24,
    "source_aliases": [
      "ASIANAM/JOURN 662"
    ]
  }
]
```

### statistics

#### gpa

3.463

#### graded

477

#### counts

* 169
* 179
* 90
* 23
* 9
* 4
* 3

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_2082ed877b8aec90083f8d3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2082ed877b8aec90083f8d3f-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_2082ed877b8aec90083f8d3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2082ed877b8aec90083f8d3f-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_2082ed877b8aec90083f8d3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2082ed877b8aec90083f8d3f-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_2082ed877b8aec90083f8d3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2082ed877b8aec90083f8d3f-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.4633123689727463

#### count

477

#### university

##### size

3306

##### gpa Percentile

35

##### count Percentile

85

##### median Count

108.5

##### 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 | 0     | false   |
| 2.4–2.8 | 41    | false   |
| 2.8–3.2 | 438   | false   |
| 3.2–3.6 | 1133  | true    |
| 3.6–4.0 | 1694  | false   |

#### departments

```json
[
  {
    "subject": "ASIANAM",
    "comparison": {
      "size": 15,
      "gpaPercentile": 36,
      "countPercentile": 86,
      "medianCount": 277,
      "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": 6,
          "current": false
        }
      ]
    }
  },
  {
    "subject": "JOURN",
    "comparison": {
      "size": 33,
      "gpaPercentile": 9,
      "countPercentile": 81,
      "medianCount": 124,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.5106382978723403

##### count

47

##### university

###### size

723

###### gpa Percentile

67

###### count Percentile

32

###### 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 |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1074

##### term

1074

##### gpa

3.5609756097560976

##### count

41

##### university

###### size

695

###### gpa Percentile

69

###### count Percentile

21

###### 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 | 3     | false   |
| 2.4–2.8 | 53    | false   |
| 2.8–3.2 | 184   | false   |
| 3.2–3.6 | 256   | true    |
| 3.6–4.0 | 199   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1082

##### term

1082

##### gpa

3.4479166666666665

##### count

48

##### university

###### size

723

###### gpa Percentile

61

###### count Percentile

31

###### 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 | 1     | false   |
| 2.4–2.8 | 51    | false   |
| 2.8–3.2 | 202   | false   |
| 3.2–3.6 | 265   | true    |
| 3.6–4.0 | 204   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1084

##### term

1084

##### gpa

3.3958333333333335

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1102

##### term

1102

##### gpa

3.847826086956522

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1104

##### term

1104

##### gpa

3.5252100840336134

##### count

119

##### university

###### size

793

###### gpa Percentile

62

###### count Percentile

76

###### 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 | 4     | false   |
| 2.4–2.8 | 49    | false   |
| 2.8–3.2 | 205   | false   |
| 3.2–3.6 | 294   | true    |
| 3.6–4.0 | 241   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1112

##### term

1112

##### gpa

3.357142857142857

##### count

112

##### university

###### size

805

###### gpa Percentile

48

###### count Percentile

72

###### 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 | 45    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 316   | true    |
| 3.6–4.0 | 225   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1134

##### term

1134

##### gpa

3.1904761904761907

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1144

##### term

1144

##### gpa

3.3333333333333335

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

#### 1224

##### term

1224

##### gpa

3.4583333333333335

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| ASIANAM |            |
| JOURN   |            |

### benchmarks

#### all

##### school

###### size

3306

###### gpa

3.573855576364502

###### top Share

76.35595587198404

###### count

108.5

##### ASIANAM

###### size

15

###### gpa

3.55511703011159

###### top Share

76.92557486664415

###### count

277

##### JOURN

###### size

33

###### gpa

3.662293728079369

###### top Share

83.48071208611894

###### count

124

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### JOURN

###### size

10

###### gpa

3.51624637220032

###### top Share

72.81002592576947

###### count

45.5

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### JOURN

###### size

13

###### gpa

3.567371206966176

###### top Share

75.88878763494314

###### count

70

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### JOURN

###### size

10

###### gpa

3.620945959946391

###### top Share

79.44134665637691

###### count

84.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### JOURN

###### size

10

###### gpa

3.7003020638017587

###### top Share

87.26338853614277

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_f53b611e3b87a85de4b63c38",
    "name": "HEMANT SHAH",
    "count": 386,
    "terms": [
      {
        "term": "1072",
        "count": 23,
        "sections": 1,
        "gpa": 3.260869565217391
      },
      {
        "term": "1074",
        "count": 21,
        "sections": 1,
        "gpa": 3.3333333333333335
      },
      {
        "term": "1082",
        "count": 24,
        "sections": 1,
        "gpa": 3.1875
      },
      {
        "term": "1084",
        "count": 24,
        "sections": 1,
        "gpa": 3.3958333333333335
      },
      {
        "term": "1104",
        "count": 119,
        "sections": 1,
        "gpa": 3.5252100840336134
      },
      {
        "term": "1112",
        "count": 112,
        "sections": 1,
        "gpa": 3.357142857142857
      },
      {
        "term": "1134",
        "count": 21,
        "sections": 1,
        "gpa": 3.1904761904761907
      },
      {
        "term": "1144",
        "count": 18,
        "sections": 1,
        "gpa": 3.3333333333333335
      },
      {
        "term": "1224",
        "count": 24,
        "sections": 1,
        "gpa": 3.4583333333333335
      }
    ]
  },
  {
    "uid": "instructor_1d13b967ded90a3a1749cece",
    "name": "JAMES PHILIP DANKY",
    "count": 91,
    "terms": [
      {
        "term": "1072",
        "count": 24,
        "sections": 1,
        "gpa": 3.75
      },
      {
        "term": "1074",
        "count": 20,
        "sections": 1,
        "gpa": 3.8
      },
      {
        "term": "1082",
        "count": 24,
        "sections": 1,
        "gpa": 3.7083333333333335
      },
      {
        "term": "1102",
        "count": 23,
        "sections": 1,
        "gpa": 3.847826086956522
      }
    ]
  }
]
```

## following

None recorded.
