# MARKETNG 355: Marketing in a Digital Age | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/MARKETNG_355)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T23:19:01.870283+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

8fff792080042b99acea6e7a68b2b32021725078ba2c725ef7808ce6079a2932

### course id

MARKETNG 355

### course uid

course\_0d55acc7b16648e7f546056d

### catalog version id

20d121e5bfb5f7a67cc18c74e64ead83d8aa3b791a046132369b607d197b15db

### course number

355

### subjects

* MARKETNG

### title

MARKETING IN A DIGITAL AGE

### description

A foundational understanding of digital marketing channels and how successful marketing campaigns use the numerous online and mobile platforms. Fundamentals of digital marketing including internet marketing strategies, user-generated content, search engine optimization, website design and management, inbound marketing, email marketing, social media campaigns, mobile apps, content strategy and paid search advertising.

### requirements text

MARKETNG 300or declared in the Business Exchange program

### credits min

3

### credits max

3

### credit offering ids

* 1272:237:024478

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

14f7fdc2201057af973ddb96ea26f2fb50dfbc9edbc8770fdaa500d2fe43b321

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

MARKETING IN A DIGITAL AGE covers digital marketing channels, online strategies, and campaign management across mobile and internet platforms.

### llm topics

* SEO, web design, inbound marketing, email, social media, mobile, content strategy, paid search

### llm skills

* Digital marketing strategy and execution
* Analysis of digital marketing channels

### llm assumed background

* Foundations of marketing management and program planning

### llm search phrases

* digital marketing fundamentals
* online marketing strategies
* SEO and social media campaigns
* inbound marketing tactics

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

7cd3ffbeb76fa7acf85d327baa7c52c51edb79bc360edb3f1de2ca9d7990c152

#### course id

MARKETNG 355

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_c2038f8e63c645c11ae7478d",
    "message": "No course-specific reviews available",
    "name": "Katie Krueger",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2255879",
    "summary": []
  },
  {
    "instructor_uid": "instructor_ace62644276ec10804a2c064",
    "message": "No course-specific reviews available",
    "name": "Milt Hwang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3005982",
    "summary": [
      {
        "citations": [
          {
            "course_id": "MARKETNG 355",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
            "source_record": {
              "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "MARKETNG 355",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
            "source_record": {
              "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "MARKETNG 355",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
            "source_record": {
              "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "MARKETNG 355",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
            "source_record": {
              "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "MARKETNG 355",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
            "source_record": {
              "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2024: 3.37 GPA, 71.2% A/AB (n=73 letter grades); Spring 2025: 3.38 GPA, 70.0% A/AB (n=30 letter grades); Fall 2025: 3.69 GPA, 89.4% A/AB (n=47 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2025: 3.51 GPA, 77.6% A/AB (n=152 letter grades); Fall 2025: 3.54 GPA, 77.2% A/AB (n=145 letter grades); Spring 2026: 3.53 GPA, 78.8% A/AB (n=99 letter grades).

```json
{
  "citations": [
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "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

MILT HWANG is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "MARKETNG 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
      "source_record": {
        "entity_id": "d0bcec05-8874-357a-a79d-a2f3220e1dd7",
        "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": [
      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "MARKETNG 300or declared in the Business Exchange program",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 300,
      "minimum_grade": null,
      "subjects": [
        "MARKETNG"
      ],
      "timing": "prior"
    },
    "evidence": "MARKETNG 300",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "declared in the Business Exchange program",
    "course": null,
    "evidence": "declared in the Business Exchange program",
    "id": "n2",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_c2038f8e63c645c11ae7478d",
    "source": "enrollment",
    "source_instructor_id": "kmkrueger1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Katie Krueger",
    "email": "KATIE.KRUEGER@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": 7,
      "quality": 4.14,
      "difficulty": 1.86,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2255879",
      "source_url": "https://www.ratemyprofessors.com/professor/2255879",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:24:52.546657+00:00",
      "courses": {},
      "bayesian_quality": 3.784211691515996,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KATIE_KRUEGER"
  },
  {
    "instructor_uid": "instructor_ace62644276ec10804a2c064",
    "source": "enrollment",
    "source_instructor_id": "mthwang3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Milt Hwang",
    "email": "MILTON.HWANG@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": 9,
      "quality": 4.22,
      "difficulty": 2.33,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:3005982",
      "source_url": "https://www.ratemyprofessors.com/professor/3005982",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:16:59.205062+00:00",
      "courses": {
        "course_93b34408c52c60993d510b24": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 2,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8335764024459276,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MILT_HWANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:237:024478",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1272",
    "source_course_id": "024478",
    "source_subject_id": "237",
    "title": "Marketing in a Digital Age",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:17907",
    "term_id": "1272",
    "source_section_id": "17907",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online (some classroom)",
    "capacity": 35,
    "enrolled": 35,
    "waitlisted": 2,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:17908",
    "term_id": "1272",
    "source_section_id": "17908",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Online (some classroom)",
    "capacity": 35,
    "enrolled": 35,
    "waitlisted": 5,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27135",
    "term_id": "1272",
    "source_section_id": "27135",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 40,
    "enrolled": 29,
    "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_2b498ec3feaf62dc22abd310",
    "source": "madgrades",
    "source_instructor_id": "644843",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KATHRYN KRUEGER",
    "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": 3.763,
      "graded": 3310,
      "counts": [
        2209,
        751,
        281,
        46,
        12,
        8,
        3
      ],
      "sections": 89
    },
    "instructor_url": "/instructors/KATHRYN_KRUEGER"
  },
  {
    "instructor_uid": "instructor_37bb8b000cf0825bc1651fc5",
    "source": "madgrades",
    "source_instructor_id": "5913125",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WONSUK JUNG",
    "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": 3.616,
      "graded": 603,
      "counts": [
        317,
        158,
        98,
        17,
        10,
        3,
        0
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/WONSUK_JUNG"
  },
  {
    "instructor_uid": "instructor_9bf394ff8b56153877e7f4f2",
    "source": "madgrades",
    "source_instructor_id": "5300878",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SRINIKETH VIJAYARAGHAVAN",
    "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": 3.787,
      "graded": 321,
      "counts": [
        239,
        43,
        30,
        6,
        2,
        0,
        1
      ],
      "sections": 10
    },
    "instructor_url": "/instructors/SRINIKETH_VIJAYARAGHAVAN--instructor_9bf394ff8b56153877e7f4f2"
  },
  {
    "instructor_uid": "instructor_60c7e25452d75a950999dcb4",
    "source": "madgrades",
    "source_instructor_id": "6228903",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "NITISHA TOMAR",
    "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": 3.741,
      "graded": 459,
      "counts": [
        275,
        142,
        37,
        2,
        2,
        0,
        1
      ],
      "sections": 15
    },
    "instructor_url": "/instructors/NITISHA_TOMAR"
  },
  {
    "instructor_uid": "instructor_a7ee5bfb066c398d6631ed66",
    "source": "madgrades",
    "source_instructor_id": "5701113",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JIYEON HONG",
    "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": 3.867,
      "graded": 30,
      "counts": [
        25,
        3,
        1,
        1,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/JIYEON_HONG"
  },
  {
    "instructor_uid": "instructor_d70c39e7e79b2864ae4964e2",
    "source": "madgrades",
    "source_instructor_id": "2600985",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN NEVIN",
    "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": 3.674,
      "graded": 882,
      "counts": [
        469,
        264,
        141,
        7,
        0,
        0,
        1
      ],
      "sections": 31
    },
    "instructor_url": "/instructors/JOHN_NEVIN--instructor_d70c39e7e79b2864ae4964e2"
  },
  {
    "instructor_uid": "instructor_df96019cf7e084d215f1b7c7",
    "source": "madgrades",
    "source_instructor_id": "6447891",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KELLY BOUDREAU",
    "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": 3.422,
      "graded": 590,
      "counts": [
        208,
        203,
        112,
        39,
        17,
        9,
        2
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/KELLY_BOUDREAU--instructor_df96019cf7e084d215f1b7c7"
  },
  {
    "instructor_uid": "instructor_0909d2b17994466f4710bb08",
    "source": "madgrades",
    "source_instructor_id": "6381122",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROHAN JAIN",
    "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": 3.885,
      "graded": 334,
      "counts": [
        283,
        36,
        12,
        1,
        0,
        1,
        1
      ],
      "sections": 7
    },
    "instructor_url": "/instructors/ROHAN_JAIN"
  },
  {
    "instructor_uid": "instructor_0caeeed03e5c3526ea11da5e",
    "source": "madgrades",
    "source_instructor_id": "6460808",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "XINGJIAN YOU",
    "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": 3.534,
      "graded": 525,
      "counts": [
        188,
        211,
        107,
        16,
        2,
        0,
        1
      ],
      "sections": 16
    },
    "instructor_url": "/instructors/XINGJIAN_YOU"
  },
  {
    "instructor_uid": "instructor_db1e4c10a97815328b64b7b4",
    "source": "madgrades",
    "source_instructor_id": "5406139",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL JUDGE",
    "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": 7,
      "quality": 4.57,
      "difficulty": 2.29,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2288106",
      "source_url": "https://www.ratemyprofessors.com/professor/2288106",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:18:04.209440+00:00",
      "courses": {},
      "bayesian_quality": 3.8956931729974786,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.803,
      "graded": 1785,
      "counts": [
        1252,
        424,
        70,
        23,
        12,
        4,
        0
      ],
      "sections": 54
    },
    "instructor_url": "/instructors/MICHAEL_JUDGE--instructor_db1e4c10a97815328b64b7b4"
  },
  {
    "instructor_uid": "instructor_4edb4100394c592c2344fff3",
    "source": "madgrades",
    "source_instructor_id": "3077188",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALAN STOFFER",
    "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": 3.863,
      "graded": 274,
      "counts": [
        215,
        51,
        6,
        0,
        1,
        0,
        1
      ],
      "sections": 12
    },
    "instructor_url": "/instructors/ALAN_STOFFER--instructor_4edb4100394c592c2344fff3"
  },
  {
    "instructor_uid": "instructor_0a4a6c5bdb3c199d2e3e3660",
    "source": "madgrades",
    "source_instructor_id": "833953",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MILT HWANG",
    "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": 9,
      "quality": 4.22,
      "difficulty": 2.33,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:3005982",
      "source_url": "https://www.ratemyprofessors.com/professor/3005982",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:16:59.205062+00:00",
      "courses": {
        "course_93b34408c52c60993d510b24": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 2,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8335764024459276,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.415,
      "graded": 1417,
      "counts": [
        454,
        601,
        207,
        70,
        53,
        17,
        15
      ],
      "sections": 19
    },
    "instructor_url": "/instructors/MILT_HWANG--instructor_0a4a6c5bdb3c199d2e3e3660"
  },
  {
    "instructor_uid": "instructor_c241409eb72ba3fe8cebdd3d",
    "source": "madgrades",
    "source_instructor_id": "5549552",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHNNY GOMEZ",
    "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": 3.848,
      "graded": 250,
      "counts": [
        192,
        43,
        12,
        3,
        0,
        0,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/JOHNNY_GOMEZ"
  },
  {
    "instructor_uid": "instructor_1c241ab83c8bca8831d4c79a",
    "source": "madgrades",
    "source_instructor_id": "6372756",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JUNGEUN LIM",
    "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": 3.692,
      "graded": 650,
      "counts": [
        341,
        236,
        60,
        8,
        5,
        0,
        0
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/JUNGEUN_LIM"
  },
  {
    "instructor_uid": "instructor_98c5ccc1a24f299c84b43cd1",
    "source": "madgrades",
    "source_instructor_id": "6227395",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SILA AYOZ",
    "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": 3.453,
      "graded": 598,
      "counts": [
        225,
        185,
        119,
        49,
        18,
        2,
        0
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/SILA_AYOZ--instructor_98c5ccc1a24f299c84b43cd1"
  },
  {
    "instructor_uid": "instructor_1aa881766ffb5d39834dc692",
    "source": "madgrades",
    "source_instructor_id": "6228938",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SUYEON JUNG",
    "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": 3.54,
      "graded": 631,
      "counts": [
        264,
        214,
        113,
        25,
        12,
        3,
        0
      ],
      "sections": 19
    },
    "instructor_url": "/instructors/SUYEON_JUNG"
  },
  {
    "instructor_uid": "instructor_4c471e3771231d839647b43c",
    "source": "madgrades",
    "source_instructor_id": "6497358",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "UBALDO CASTILLO",
    "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": 3.383,
      "graded": 30,
      "counts": [
        8,
        13,
        8,
        0,
        0,
        0,
        1
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/UBALDO_CASTILLO"
  },
  {
    "instructor_uid": "instructor_b0ac965864e99bf1ed516a97",
    "source": "madgrades",
    "source_instructor_id": "6664396",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KEENAN VANDEN HEUVEL",
    "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": 3.497,
      "graded": 197,
      "counts": [
        67,
        81,
        36,
        9,
        3,
        1,
        0
      ],
      "sections": 6
    },
    "instructor_url": "/instructors/KEENAN_VANDEN_HEUVEL--instructor_b0ac965864e99bf1ed516a97"
  },
  {
    "instructor_uid": "instructor_ace62644276ec10804a2c064",
    "source": "enrollment",
    "source_instructor_id": "mthwang3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Milt Hwang",
    "email": "MILTON.HWANG@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": 9,
      "quality": 4.22,
      "difficulty": 2.33,
      "quality_count": 9,
      "difficulty_count": 9,
      "profile_id": "rmp:3005982",
      "source_url": "https://www.ratemyprofessors.com/professor/3005982",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:16:59.205062+00:00",
      "courses": {
        "course_93b34408c52c60993d510b24": {
          "review_count": 2,
          "quality": 4.5,
          "difficulty": 2,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.8335764024459276,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MILT_HWANG"
  },
  {
    "instructor_uid": "instructor_c2038f8e63c645c11ae7478d",
    "source": "enrollment",
    "source_instructor_id": "kmkrueger1",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Katie Krueger",
    "email": "KATIE.KRUEGER@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": 7,
      "quality": 4.14,
      "difficulty": 1.86,
      "quality_count": 7,
      "difficulty_count": 7,
      "profile_id": "rmp:2255879",
      "source_url": "https://www.ratemyprofessors.com/professor/2255879",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:24:52.546657+00:00",
      "courses": {},
      "bayesian_quality": 3.784211691515996,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/KATIE_KRUEGER"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 53,
    "ab": 39,
    "b": 5,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 2,
    "not_reported": 0,
    "other": 0,
    "total": 100,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 54,
    "ab": 33,
    "b": 11,
    "bc": 2,
    "c": 1,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 102,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 74,
    "ab": 20,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 100,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 116,
    "ab": 22,
    "b": 6,
    "bc": 1,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 147,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 73,
    "ab": 18,
    "b": 4,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 97,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 81,
    "ab": 51,
    "b": 7,
    "bc": 5,
    "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": 145,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 74,
    "ab": 16,
    "b": 8,
    "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": 98,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "KATHRYN KRUEGER"
    ],
    "a": 117,
    "ab": 8,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 127,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "KATHRYN KRUEGER",
      "SRINIKETH VIJAYARAGHAVAN",
      "WONSUK JUNG"
    ],
    "a": 132,
    "ab": 22,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 156,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "KATHRYN KRUEGER",
      "NITISHA TOMAR"
    ],
    "a": 130,
    "ab": 16,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 149,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "JIYEON HONG",
      "JOHN NEVIN",
      "KATHRYN KRUEGER",
      "Kelly Boudreau",
      "NITISHA TOMAR"
    ],
    "a": 144,
    "ab": 22,
    "b": 19,
    "bc": 11,
    "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": 198,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "KATHRYN KRUEGER",
      "MICHAEL JUDGE",
      "ROHAN JAIN",
      "XINGJIAN YOU"
    ],
    "a": 142,
    "ab": 26,
    "b": 1,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 171,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Alan Stoffer",
      "KATHRYN KRUEGER",
      "NITISHA TOMAR",
      "ROHAN JAIN"
    ],
    "a": 154,
    "ab": 33,
    "b": 6,
    "bc": 1,
    "c": 0,
    "d": 1,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 197,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "JOHNNY GOMEZ",
      "KATHRYN KRUEGER",
      "MICHAEL JUDGE",
      "Milt Hwang"
    ],
    "a": 130,
    "ab": 81,
    "b": 15,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 229,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Alan Stoffer",
      "JOHNNY GOMEZ",
      "KATHRYN KRUEGER",
      "Milt Hwang"
    ],
    "a": 158,
    "ab": 54,
    "b": 12,
    "bc": 5,
    "c": 1,
    "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": 230,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "JUNGEUN LIM",
      "KATHRYN KRUEGER",
      "Milt Hwang",
      "SILA AYOZ"
    ],
    "a": 104,
    "ab": 47,
    "b": 19,
    "bc": 8,
    "c": 4,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 184,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "KATHRYN KRUEGER",
      "Milt Hwang",
      "Seong Kyun Jung",
      "UBALDO CASTILLO"
    ],
    "a": 58,
    "ab": 60,
    "b": 27,
    "bc": 2,
    "c": 1,
    "d": 3,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 152,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "KATHRYN KRUEGER",
      "KEENAN VANDEN HEUVEL",
      "Milt Hwang"
    ],
    "a": 59,
    "ab": 53,
    "b": 24,
    "bc": 6,
    "c": 2,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 145,
    "source_aliases": [
      "MARKETNG 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "MARKETNG 355",
    "course_uid": "course_0d55acc7b16648e7f546056d",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "KATHRYN KRUEGER",
      "KEENAN VANDEN HEUVEL",
      "SILA AYOZ"
    ],
    "a": 32,
    "ab": 46,
    "b": 16,
    "bc": 4,
    "c": 1,
    "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": 99,
    "source_aliases": [
      "MARKETNG 355"
    ]
  }
]
```

### statistics

#### gpa

3.763

#### graded

2816

#### counts

* 1885
* 667
* 188
* 50
* 11
* 10
* 5

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0d55acc7b16648e7f546056d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0d55acc7b16648e7f546056d-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0d55acc7b16648e7f546056d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0d55acc7b16648e7f546056d-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_0d55acc7b16648e7f546056d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_0d55acc7b16648e7f546056d-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0d55acc7b16648e7f546056d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0d55acc7b16648e7f546056d-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.762606534090909

#### count

2816

#### university

##### size

5214

##### gpa Percentile

51

##### count Percentile

97

##### median Count

168

##### 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 | 8     | false   |
| 2.8–3.2 | 272   | false   |
| 3.2–3.6 | 1316  | false   |
| 3.6–4.0 | 3617  | true    |

#### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 46,
      "gpaPercentile": 73,
      "countPercentile": 96,
      "medianCount": 322,
      "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": 19,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 27,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1172

##### term

1172

##### gpa

3.7346938775510203

##### count

98

##### university

###### size

991

###### gpa Percentile

72

###### count Percentile

69

###### 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 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 80,
      "countPercentile": 60,
      "medianCount": 90,
      "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": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": true
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.6519607843137254

##### count

102

##### university

###### size

955

###### gpa Percentile

65

###### count Percentile

68

###### 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

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 67,
      "countPercentile": 67,
      "medianCount": 52.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": true
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

3.82

##### count

100

##### university

###### size

1025

###### gpa Percentile

81

###### count Percentile

68

###### 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 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 87,
      "countPercentile": 67,
      "medianCount": 87.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.8595890410958904

##### count

146

##### university

###### size

1010

###### gpa Percentile

83

###### count Percentile

82

###### 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 | 26    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 355   | false   |
| 3.6–4.0 | 418   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 87,
      "countPercentile": 87,
      "medianCount": 55,
      "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": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.8489583333333335

##### count

96

##### university

###### size

1077

###### gpa Percentile

81

###### count Percentile

65

###### 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 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | false   |
| 3.6–4.0 | 481   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 17,
      "gpaPercentile": 94,
      "countPercentile": 56,
      "medianCount": 78,
      "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": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.696551724137931

##### count

145

##### university

###### size

1040

###### gpa Percentile

66

###### count Percentile

82

###### 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 | 23    | false   |
| 2.8–3.2 | 220   | false   |
| 3.2–3.6 | 342   | false   |
| 3.6–4.0 | 454   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 15,
      "gpaPercentile": 71,
      "countPercentile": 79,
      "medianCount": 72,
      "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": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.836734693877551

##### count

98

##### university

###### size

1102

###### gpa Percentile

80

###### count Percentile

66

###### 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 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 87,
      "countPercentile": 67,
      "medianCount": 83.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.9603174603174605

##### count

126

##### university

###### size

1012

###### gpa Percentile

86

###### count Percentile

77

###### median Count

65.5

###### 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 | 1     | false   |
| 2.8–3.2 | 25    | false   |
| 3.2–3.6 | 301   | false   |
| 3.6–4.0 | 685   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 15,
      "gpaPercentile": 93,
      "countPercentile": 86,
      "medianCount": 47,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.903225806451613

##### count

155

##### university

###### size

1111

###### gpa Percentile

83

###### count Percentile

82

###### 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 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 80,
      "countPercentile": 80,
      "medianCount": 66.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.9324324324324325

##### count

148

##### university

###### size

1157

###### gpa Percentile

89

###### count Percentile

81

###### median Count

64

###### 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 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 18,
      "gpaPercentile": 94,
      "countPercentile": 88,
      "medianCount": 70.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.734848484848485

##### count

198

##### university

###### size

1171

###### gpa Percentile

61

###### count Percentile

89

###### median Count

64

###### 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 | 21    | false   |
| 2.8–3.2 | 173   | false   |
| 3.2–3.6 | 358   | false   |
| 3.6–4.0 | 616   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 23,
      "gpaPercentile": 55,
      "countPercentile": 95,
      "medianCount": 58,
      "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": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.9088235294117646

##### count

170

##### university

###### size

1216

###### gpa Percentile

83

###### count Percentile

83

###### 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 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 21,
      "gpaPercentile": 85,
      "countPercentile": 95,
      "medianCount": 48,
      "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": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 12,
          "current": true
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.8223350253807107

##### count

197

##### university

###### size

1188

###### gpa Percentile

71

###### count Percentile

88

###### median Count

65

###### 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 | 17    | false   |
| 2.8–3.2 | 144   | false   |
| 3.2–3.6 | 374   | false   |
| 3.6–4.0 | 650   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 25,
      "gpaPercentile": 79,
      "countPercentile": 96,
      "medianCount": 58,
      "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": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.7434210526315788

##### count

228

##### university

###### size

1295

###### gpa Percentile

60

###### count Percentile

89

###### 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 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 19,
      "gpaPercentile": 89,
      "countPercentile": 94,
      "medianCount": 69,
      "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": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.7891304347826087

##### count

230

##### university

###### size

1241

###### gpa Percentile

67

###### count Percentile

90

###### median Count

65

###### 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 | 2     | false   |
| 2.4–2.8 | 9     | false   |
| 2.8–3.2 | 151   | false   |
| 3.2–3.6 | 373   | false   |
| 3.6–4.0 | 706   | true    |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 23,
      "gpaPercentile": 86,
      "countPercentile": 95,
      "medianCount": 57,
      "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": 12,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.6420765027322406

##### count

183

##### university

###### size

1333

###### gpa Percentile

46

###### count Percentile

84

###### median Count

69

###### histogram

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

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 17,
      "gpaPercentile": 56,
      "countPercentile": 88,
      "medianCount": 91,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 9,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.5065789473684212

##### count

152

##### university

###### size

1289

###### gpa Percentile

33

###### count Percentile

82

###### 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 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 17,
      "gpaPercentile": 63,
      "countPercentile": 88,
      "medianCount": 54,
      "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": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.5413793103448277

##### count

145

##### university

###### size

1320

###### gpa Percentile

34

###### count Percentile

79

###### median Count

70

###### 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 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 47,
      "countPercentile": 73,
      "medianCount": 70,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.525252525252525

##### count

99

##### university

###### size

1283

###### gpa Percentile

32

###### count Percentile

69

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "MARKETNG",
    "comparison": {
      "size": 16,
      "gpaPercentile": 60,
      "countPercentile": 67,
      "medianCount": 52.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5214

###### gpa

3.696659205827821

###### top Share

84.09386529768354

###### count

168

##### MARKETNG

###### size

46

###### gpa

3.641194172057254

###### top Share

82.68012054499239

###### count

322

#### terms

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### MARKETNG

###### size

16

###### gpa

3.548212826248202

###### top Share

75.02449016789356

###### count

90

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### MARKETNG

###### size

16

###### gpa

3.5252212400674523

###### top Share

72.03360675385316

###### count

52.5

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### MARKETNG

###### size

16

###### gpa

3.559382039481831

###### top Share

77.43040910582185

###### count

87.5

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### MARKETNG

###### size

16

###### gpa

3.5768810082574327

###### top Share

76.89483938726171

###### count

55

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### MARKETNG

###### size

17

###### gpa

3.585828116482426

###### top Share

79.21346179651735

###### count

78

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### MARKETNG

###### size

15

###### gpa

3.5831559837896063

###### top Share

78.75128949296631

###### count

72

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### MARKETNG

###### size

16

###### gpa

3.583175799054984

###### top Share

78.80655416507517

###### count

83.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### MARKETNG

###### size

15

###### gpa

3.711898594155838

###### top Share

89.04767040292319

###### count

47

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### MARKETNG

###### size

16

###### gpa

3.70671270621466

###### top Share

87.74126742620032

###### count

66.5

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### MARKETNG

###### size

18

###### gpa

3.667859956376553

###### top Share

86.14155685495416

###### count

70.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### MARKETNG

###### size

23

###### gpa

3.640927073704417

###### top Share

82.52296214470145

###### count

58

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### MARKETNG

###### size

21

###### gpa

3.646486622913183

###### top Share

83.14179199968991

###### count

48

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### MARKETNG

###### size

25

###### gpa

3.6234775035319644

###### top Share

80.59975420956242

###### count

58

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### MARKETNG

###### size

19

###### gpa

3.5793238314410947

###### top Share

81.75222641772163

###### count

69

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### MARKETNG

###### size

23

###### gpa

3.5744699156490247

###### top Share

78.42184566175688

###### count

57

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### MARKETNG

###### size

17

###### gpa

3.547655677832614

###### top Share

77.26599046949728

###### count

91

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### MARKETNG

###### size

17

###### gpa

3.481456315169987

###### top Share

71.32646556786042

###### count

54

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### MARKETNG

###### size

16

###### gpa

3.550893499083995

###### top Share

77.67608273860581

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### MARKETNG

###### size

16

###### gpa

3.483591884557984

###### top Share

73.98101796980842

###### count

52.5

## instructor Trends

```json
[
  {
    "uid": "instructor_2b498ec3feaf62dc22abd310",
    "name": "KATHRYN KRUEGER",
    "count": 2150,
    "terms": [
      {
        "term": "1172",
        "count": 98,
        "sections": 2,
        "gpa": 3.7346938775510203
      },
      {
        "term": "1174",
        "count": 102,
        "sections": 2,
        "gpa": 3.6519607843137254
      },
      {
        "term": "1182",
        "count": 100,
        "sections": 2,
        "gpa": 3.82
      },
      {
        "term": "1184",
        "count": 146,
        "sections": 3,
        "gpa": 3.8595890410958904
      },
      {
        "term": "1192",
        "count": 96,
        "sections": 2,
        "gpa": 3.8489583333333335
      },
      {
        "term": "1194",
        "count": 145,
        "sections": 3,
        "gpa": 3.696551724137931
      },
      {
        "term": "1202",
        "count": 98,
        "sections": 2,
        "gpa": 3.836734693877551
      },
      {
        "term": "1204",
        "count": 126,
        "sections": 3,
        "gpa": 3.9603174603174605
      },
      {
        "term": "1212",
        "count": 128,
        "sections": 3,
        "gpa": 3.95703125
      },
      {
        "term": "1222",
        "count": 148,
        "sections": 3,
        "gpa": 3.9324324324324325
      },
      {
        "term": "1224",
        "count": 91,
        "sections": 3,
        "gpa": 3.9175824175824174
      },
      {
        "term": "1232",
        "count": 95,
        "sections": 2,
        "gpa": 3.9842105263157896
      },
      {
        "term": "1234",
        "count": 148,
        "sections": 3,
        "gpa": 3.864864864864865
      },
      {
        "term": "1242",
        "count": 83,
        "sections": 2,
        "gpa": 3.9036144578313254
      },
      {
        "term": "1244",
        "count": 132,
        "sections": 3,
        "gpa": 3.8863636363636362
      },
      {
        "term": "1252",
        "count": 110,
        "sections": 3,
        "gpa": 3.8227272727272728
      },
      {
        "term": "1254",
        "count": 122,
        "sections": 3,
        "gpa": 3.5368852459016393
      },
      {
        "term": "1262",
        "count": 98,
        "sections": 3,
        "gpa": 3.4693877551020407
      },
      {
        "term": "1264",
        "count": 84,
        "sections": 2,
        "gpa": 3.494047619047619
      }
    ]
  },
  {
    "uid": "instructor_0a4a6c5bdb3c199d2e3e3660",
    "name": "MILT HWANG",
    "count": 319,
    "terms": [
      {
        "term": "1242",
        "count": 96,
        "sections": 2,
        "gpa": 3.6666666666666665
      },
      {
        "term": "1244",
        "count": 73,
        "sections": 2,
        "gpa": 3.6027397260273974
      },
      {
        "term": "1252",
        "count": 73,
        "sections": 2,
        "gpa": 3.3698630136986303
      },
      {
        "term": "1254",
        "count": 30,
        "sections": 1,
        "gpa": 3.3833333333333333
      },
      {
        "term": "1262",
        "count": 47,
        "sections": 2,
        "gpa": 3.6914893617021276
      }
    ]
  },
  {
    "uid": "instructor_0909d2b17994466f4710bb08",
    "name": "ROHAN JAIN",
    "count": 243,
    "terms": [
      {
        "term": "1232",
        "count": 95,
        "sections": 2,
        "gpa": 3.9842105263157896
      },
      {
        "term": "1234",
        "count": 148,
        "sections": 3,
        "gpa": 3.864864864864865
      }
    ]
  },
  {
    "uid": "instructor_60c7e25452d75a950999dcb4",
    "name": "NITISHA TOMAR",
    "count": 224,
    "terms": [
      {
        "term": "1222",
        "count": 148,
        "sections": 3,
        "gpa": 3.9324324324324325
      },
      {
        "term": "1224",
        "count": 27,
        "sections": 1,
        "gpa": 3.8518518518518516
      },
      {
        "term": "1234",
        "count": 49,
        "sections": 1,
        "gpa": 3.693877551020408
      }
    ]
  },
  {
    "uid": "instructor_c241409eb72ba3fe8cebdd3d",
    "name": "JOHNNY GOMEZ",
    "count": 215,
    "terms": [
      {
        "term": "1242",
        "count": 83,
        "sections": 2,
        "gpa": 3.9036144578313254
      },
      {
        "term": "1244",
        "count": 132,
        "sections": 3,
        "gpa": 3.8863636363636362
      }
    ]
  },
  {
    "uid": "instructor_b0ac965864e99bf1ed516a97",
    "name": "KEENAN VANDEN HEUVEL",
    "count": 197,
    "terms": [
      {
        "term": "1262",
        "count": 98,
        "sections": 3,
        "gpa": 3.4693877551020407
      },
      {
        "term": "1264",
        "count": 99,
        "sections": 3,
        "gpa": 3.525252525252525
      }
    ]
  },
  {
    "uid": "instructor_9bf394ff8b56153877e7f4f2",
    "name": "SRINIKETH VIJAYARAGHAVAN",
    "count": 128,
    "terms": [
      {
        "term": "1212",
        "count": 128,
        "sections": 3,
        "gpa": 3.95703125
      }
    ]
  },
  {
    "uid": "instructor_db1e4c10a97815328b64b7b4",
    "name": "MICHAEL JUDGE",
    "count": 124,
    "terms": [
      {
        "term": "1232",
        "count": 75,
        "sections": 2,
        "gpa": 3.8133333333333335
      },
      {
        "term": "1242",
        "count": 49,
        "sections": 1,
        "gpa": 3.622448979591837
      }
    ]
  },
  {
    "uid": "instructor_1aa881766ffb5d39834dc692",
    "name": "SUYEON JUNG",
    "count": 122,
    "terms": [
      {
        "term": "1254",
        "count": 122,
        "sections": 3,
        "gpa": 3.5368852459016393
      }
    ]
  },
  {
    "uid": "instructor_1c241ab83c8bca8831d4c79a",
    "name": "JUNGEUN LIM",
    "count": 110,
    "terms": [
      {
        "term": "1252",
        "count": 110,
        "sections": 3,
        "gpa": 3.8227272727272728
      }
    ]
  },
  {
    "uid": "instructor_98c5ccc1a24f299c84b43cd1",
    "name": "SILA AYOZ",
    "count": 88,
    "terms": [
      {
        "term": "1252",
        "count": 73,
        "sections": 2,
        "gpa": 3.3698630136986303
      },
      {
        "term": "1264",
        "count": 15,
        "sections": 1,
        "gpa": 3.7
      }
    ]
  },
  {
    "uid": "instructor_0caeeed03e5c3526ea11da5e",
    "name": "XINGJIAN YOU",
    "count": 75,
    "terms": [
      {
        "term": "1232",
        "count": 75,
        "sections": 2,
        "gpa": 3.8133333333333335
      }
    ]
  },
  {
    "uid": "instructor_4edb4100394c592c2344fff3",
    "name": "ALAN STOFFER",
    "count": 74,
    "terms": [
      {
        "term": "1234",
        "count": 49,
        "sections": 1,
        "gpa": 3.693877551020408
      },
      {
        "term": "1244",
        "count": 25,
        "sections": 1,
        "gpa": 3.82
      }
    ]
  },
  {
    "uid": "instructor_d70c39e7e79b2864ae4964e2",
    "name": "JOHN NEVIN",
    "count": 57,
    "terms": [
      {
        "term": "1224",
        "count": 57,
        "sections": 2,
        "gpa": 3.8596491228070176
      }
    ]
  },
  {
    "uid": "instructor_df96019cf7e084d215f1b7c7",
    "name": "KELLY BOUDREAU",
    "count": 50,
    "terms": [
      {
        "term": "1224",
        "count": 50,
        "sections": 1,
        "gpa": 3.26
      }
    ]
  },
  {
    "uid": "instructor_4c471e3771231d839647b43c",
    "name": "UBALDO CASTILLO",
    "count": 30,
    "terms": [
      {
        "term": "1254",
        "count": 30,
        "sections": 1,
        "gpa": 3.3833333333333333
      }
    ]
  },
  {
    "uid": "instructor_a7ee5bfb066c398d6631ed66",
    "name": "JIYEON HONG",
    "count": 30,
    "terms": [
      {
        "term": "1224",
        "count": 30,
        "sections": 1,
        "gpa": 3.8666666666666667
      }
    ]
  },
  {
    "uid": "instructor_37bb8b000cf0825bc1651fc5",
    "name": "WONSUK JUNG",
    "count": 27,
    "terms": [
      {
        "term": "1212",
        "count": 27,
        "sections": 1,
        "gpa": 3.6481481481481484
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.45

#### upper

3.96

#### coverage

80

#### terms

8

### gpa

3.7074226432645103

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 59.909210292364925  |
| AB    | 27.395796844963144  |
| B     | 8.901401525102335   |
| BC    | 2.5278970649112815  |
| C     | 0.9304926893767866  |
| D     | 0.33520158328151717 |
| F     | 0                   |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

874

### same Season

true

### historical Range

* 3.5413793103448277
* 3.9324324324324325

### backtest

#### terms

8

#### gpa Error

0.11367538876679212

#### mix Error

15.258202947704417
