# LSC 477: Nama Project: Agri-marketing Strategy and Implementation | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/LSC_477)

## 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

226d10459b7239a13507c327f322b49e03e15226835b76fffdb0a552b34e9801

### course id

LSC 477

### course uid

course\_5aaf2e801290f43759ab0215

### catalog version id

4064646101de182814f5ad5082d1a120662d9d0cc953120dc8104bc0b696599d

### course number

477

### subjects

* LSC

### title

NAMA PROJECT: AGRI-MARKETING STRATEGY AND IMPLEMENTATION

### description

A full-scale marketing campaign culminating in a national student competition for National Agricultural Marketing Association during their annual convention held every spring. Development of campaign plan includes brand identity, associated visuals, market research, strategic communication, competitive analysis, presentation skills, and learning how to work as a team toward a common goal.

### requirements text

None

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

28397f547e2082e786ea9e2df4531b1a72205a8a023b58a67b9f106e19eff1d0

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

LSC 477 guides students in developing a full-scale agricultural marketing campaign for the National Agricultural Marketing Association competition.

### llm topics

* Brand identity, visuals, market research, strategic communication, competitive analysis, and presentation.

### llm skills

* Develop brand identity, visuals, market research, strategic communication, competitive analysis, and presentation skills while working in teams.

### llm assumed background

None recorded.

### llm search phrases

* agricultural marketing campaign
* NAMA student competition
* brand identity development
* market research strategy

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

634ab6917697a3287cc91cf184ae90de60b5265964057834f035c03d92132f90

#### course id

LSC 477

#### 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 2024: 4.00 GPA, 100.0% A/AB (n=12 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=13 letter grades).

```json
{
  "citations": [
    {
      "course_id": "LSC 477",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "08afffbf-7d64-3d14-a307-c66ab0765982",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
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      "source_record": {
        "entity_id": "08afffbf-7d64-3d14-a307-c66ab0765982",
        "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_28ef55b603db4b50cf79b45e",
    "source": "madgrades",
    "source_instructor_id": "465586",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SARAH BOTHAM",
    "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": 3.842,
      "graded": 714,
      "counts": [
        551,
        134,
        13,
        8,
        5,
        1,
        2
      ],
      "sections": 55
    },
    "instructor_url": "/instructors/SARAH_BOTHAM--instructor_28ef55b603db4b50cf79b45e"
  }
]
```

### grades

```json
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    "course_uid": "course_5aaf2e801290f43759ab0215",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Sarah Botham"
    ],
    "a": 21,
    "ab": 0,
    "b": 0,
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    "source_aliases": [
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  },
  {
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    "ab": 0,
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    "source_aliases": [
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  },
  {
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    "source_aliases": [
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  },
  {
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  },
  {
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      "Sarah Botham"
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  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "LSC 477",
    "course_uid": "course_5aaf2e801290f43759ab0215",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Sarah Botham"
    ],
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    "ab": 0,
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    "total": 13,
    "source_aliases": [
      "LSC 477"
    ]
  }
]
```

### statistics

#### gpa

3.977

#### graded

198

#### counts

* 193
* 3
* 1
* 0
* 1
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5aaf2e801290f43759ab0215-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5aaf2e801290f43759ab0215-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5aaf2e801290f43759ab0215-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5aaf2e801290f43759ab0215-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5aaf2e801290f43759ab0215-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5aaf2e801290f43759ab0215-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.977272727272727

#### count

198

#### university

##### size

3781

##### gpa Percentile

89

##### count Percentile

60

##### median Count

143

##### 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 | 244   | false   |
| 3.2–3.6 | 1003  | false   |
| 3.6–4.0 | 2521  | true    |

#### departments

```json
[
  {
    "subject": "LSC",
    "comparison": {
      "size": 27,
      "gpaPercentile": 100,
      "countPercentile": 54,
      "medianCount": 163,
      "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": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 24,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1154

##### term

1154

##### gpa

4

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1164

##### term

1164

##### gpa

4

##### count

30

##### university

###### size

965

###### gpa Percentile

95

###### count Percentile

0

###### 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 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1174

##### term

1174

##### gpa

3.9193548387096775

##### count

31

##### university

###### size

955

###### gpa Percentile

88

###### count Percentile

3

###### 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 | 1     | false   |
| 2.4–2.8 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | false   |
| 3.6–4.0 | 369   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1184

##### term

1184

##### gpa

3.909090909090909

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1194

##### term

1194

##### gpa

4

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1204

##### term

1204

##### gpa

4

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1224

##### term

1224

##### gpa

4

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1234

##### term

1234

##### gpa

4

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1244

##### term

1244

##### gpa

4

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1254

##### term

1254

##### gpa

4

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

#### 1264

##### term

1264

##### gpa

4

##### count

13

##### departments

| subject | comparison |
| ------- | ---------- |
| LSC     |            |

### benchmarks

#### all

##### school

###### size

3781

###### gpa

3.679437712393396

###### top Share

83.1593901260606

###### count

143

##### LSC

###### size

27

###### gpa

3.7682935263819024

###### top Share

88.70263446533974

###### count

163

#### terms

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_28ef55b603db4b50cf79b45e",
    "name": "SARAH BOTHAM",
    "count": 198,
    "terms": [
      {
        "term": "1154",
        "count": 21,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1164",
        "count": 30,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1174",
        "count": 31,
        "sections": 1,
        "gpa": 3.9193548387096775
      },
      {
        "term": "1184",
        "count": 22,
        "sections": 1,
        "gpa": 3.909090909090909
      },
      {
        "term": "1194",
        "count": 20,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1204",
        "count": 13,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1224",
        "count": 11,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1234",
        "count": 14,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1244",
        "count": 12,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1254",
        "count": 11,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1264",
        "count": 13,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
