# CNSRSCI 257: Introduction to Retail | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/CNSRSCI_257)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
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* 1172
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* 1112
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* 1074
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### 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

277c04ca3b3ddce285fae5118b75def30e138494bdf634b5fdff0a001e96a361

### course id

CNSRSCI 257

### course uid

course\_8e475d478cc68253f878de6e

### catalog version id

3fa427c9a13c6635ad814032283b472ba4946e57adc718f7de19deb12366d919

### course number

257

### subjects

* CNSRSCI

### title

INTRODUCTION TO RETAIL

### description

Foundational knowledge of the retail industry including the retail process, the evolution of the industry, key drivers and trends and concepts to support retail study.

### requirements text

None

### credits min

2

### credits max

2

### credit offering ids

* 1272:271:004627

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

e9a31c25cfa733daa80f8184184059029b03b6af16d95d2760aa2efa4a7636c2

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

CNSRSCI 257 introduces foundational retail industry knowledge, covering the retail process, industry evolution, key drivers, trends, and supporting concepts.

### llm topics

* The retail process
* Industry evolution
* Key drivers and trends
* Retail study concepts

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* retail industry introduction
* retail process and trends
* retail study concepts
* CNSRSCI 257 syllabus

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

ed3b6d5a8fc2d24d2e4942db7e6a6283f200fb4c1b7ac948b3559946d0b35b2b

#### course id

CNSRSCI 257

#### current instructors

```json
[
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    "message": "No course-specific reviews available",
    "name": "Scott Vifquain",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
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            },
            "table": "section_grades_latest",
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            "type": "grade"
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        ],
        "text": "Recent recorded grades — Fall 2025: 3.53 GPA, 79.4% A/AB (n=141 letter grades); Spring 2026: 3.69 GPA, 85.6% A/AB (n=195 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

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#### quick take

Recent recorded grades — Spring 2025: 3.63 GPA, 81.8% A/AB (n=198 letter grades); Fall 2025: 3.68 GPA, 85.6% A/AB (n=236 letter grades); Spring 2026: 3.69 GPA, 85.6% A/AB (n=195 letter grades).

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}
```

#### student experience

None recorded.

#### task hash

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#### teaching history

SCOTT VIFQUAIN is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "term_id": "1264",
      "type": "grade"
    }
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}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "None",
    "course": null,
    "evidence": "None",
    "id": "source_requirements",
    "kind": "condition"
  }
]
```

#### notes

* Display fallback using original requirements text; not an LLM-parsed rule.

#### root

source\_requirements

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name           | email               | first\_observed\_at              | last\_observed\_at               | instructor\_url              |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | -------------- | ------------------- | -------------------------------- | -------------------------------- | ---------------------------- |
| instructor\_e8c8fe426bf2b03aea0fe27e | enrollment | svifquain              | netid           | source\_identified | Scott Vifquain | SVIFQUAIN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SCOTT\_VIFQUAIN |

### offerings

```json
[
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    "source_subject_id": "271",
    "title": "Introduction to Retail",
    "credits_min": 2,
    "credits_max": 2,
    "typically_offered": "Fall, Spring"
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```

### sections

```json
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    "identity_basis": "class_number",
    "section_number": "001",
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    "enrolled": 213,
    "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
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    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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    "name": "CRISTIN SUTLIFF",
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    "grade_statistics": {
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]
```

### grades

```json
[
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    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 126,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Murray Murray"
    ],
    "a": 104,
    "ab": 15,
    "b": 5,
    "bc": 6,
    "c": 1,
    "d": 0,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 134,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Murray Murray"
    ],
    "a": 83,
    "ab": 22,
    "b": 8,
    "bc": 5,
    "c": 2,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 122,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Murray Murray"
    ],
    "a": 82,
    "ab": 25,
    "b": 16,
    "bc": 5,
    "c": 2,
    "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": 132,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Murray Murray"
    ],
    "a": 84,
    "ab": 16,
    "b": 9,
    "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": 118,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "Murray Murray"
    ],
    "a": 67,
    "ab": 26,
    "b": 16,
    "bc": 7,
    "c": 6,
    "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": 122,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Murray Murray"
    ],
    "a": 103,
    "ab": 18,
    "b": 5,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 3,
    "unsatisfactory": 1,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 132,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Murray Murray"
    ],
    "a": 96,
    "ab": 14,
    "b": 8,
    "bc": 4,
    "c": 3,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 128,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "Murray Murray"
    ],
    "a": 97,
    "ab": 26,
    "b": 10,
    "bc": 5,
    "c": 3,
    "d": 4,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 146,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Murray Murray"
    ],
    "a": 97,
    "ab": 12,
    "b": 6,
    "bc": 8,
    "c": 5,
    "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": 128,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "CRISTIN SUTLIFF",
      "Murray Murray"
    ],
    "a": 152,
    "ab": 51,
    "b": 19,
    "bc": 7,
    "c": 4,
    "d": 1,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 238,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "CRISTIN SUTLIFF"
    ],
    "a": 98,
    "ab": 19,
    "b": 1,
    "bc": 1,
    "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": 122,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "BENJAMIN MALNAR",
      "Murray Murray"
    ],
    "a": 174,
    "ab": 50,
    "b": 17,
    "bc": 6,
    "c": 5,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 1,
    "not_reported": 0,
    "other": 0,
    "total": 254,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "BENJAMIN MALNAR",
      "BRITTEN BRENNER STENSON"
    ],
    "a": 165,
    "ab": 43,
    "b": 21,
    "bc": 10,
    "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": 240,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "BENJAMIN MALNAR",
      "BRITTEN BRENNER STENSON"
    ],
    "a": 137,
    "ab": 50,
    "b": 22,
    "bc": 8,
    "c": 7,
    "d": 3,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 228,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "BENJAMIN MALNAR",
      "BRITTEN BRENNER STENSON"
    ],
    "a": 120,
    "ab": 42,
    "b": 15,
    "bc": 14,
    "c": 5,
    "d": 2,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 199,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "BENJAMIN MALNAR",
      "Scott Vifquain"
    ],
    "a": 133,
    "ab": 69,
    "b": 25,
    "bc": 7,
    "c": 1,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 237,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "CNSRSCI 257",
    "course_uid": "course_8e475d478cc68253f878de6e",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Scott Vifquain"
    ],
    "a": 125,
    "ab": 42,
    "b": 16,
    "bc": 8,
    "c": 2,
    "d": 0,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 195,
    "source_aliases": [
      "CNSRSCI 257"
    ]
  }
]
```

### statistics

#### gpa

3.703

#### graded

3122

#### counts

* 2095
* 590
* 236
* 114
* 54
* 16
* 17

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8e475d478cc68253f878de6e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8e475d478cc68253f878de6e-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8e475d478cc68253f878de6e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8e475d478cc68253f878de6e-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8e475d478cc68253f878de6e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8e475d478cc68253f878de6e-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8e475d478cc68253f878de6e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8e475d478cc68253f878de6e-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.703395259449071

#### count

3122

#### university

##### size

5214

##### gpa Percentile

43

##### 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": "CNSRSCI",
    "comparison": {
      "size": 31,
      "gpaPercentile": 57,
      "countPercentile": 87,
      "medianCount": 976,
      "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": 20,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1172

##### term

1172

##### gpa

3.6946564885496183

##### count

131

##### university

###### size

991

###### gpa Percentile

69

###### count Percentile

78

###### 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": "CNSRSCI",
    "comparison": {
      "size": 14,
      "gpaPercentile": 69,
      "countPercentile": 92,
      "medianCount": 65.5,
      "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": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": true
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.765873015873016

##### count

126

##### university

###### size

955

###### gpa Percentile

76

###### count Percentile

78

###### 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": "CNSRSCI",
    "comparison": {
      "size": 14,
      "gpaPercentile": 77,
      "countPercentile": 85,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1182

##### term

1182

##### gpa

3.735074626865672

##### count

134

##### university

###### size

1025

###### gpa Percentile

72

###### count Percentile

77

###### 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": "CNSRSCI",
    "comparison": {
      "size": 17,
      "gpaPercentile": 75,
      "countPercentile": 94,
      "medianCount": 75,
      "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": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1184

##### term

1184

##### gpa

3.6844262295081966

##### count

122

##### university

###### size

1010

###### gpa Percentile

67

###### count Percentile

76

###### 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": "CNSRSCI",
    "comparison": {
      "size": 17,
      "gpaPercentile": 56,
      "countPercentile": 88,
      "medianCount": 73,
      "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": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.6515151515151514

##### count

132

##### university

###### size

1077

###### gpa Percentile

62

###### count Percentile

77

###### 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": "CNSRSCI",
    "comparison": {
      "size": 18,
      "gpaPercentile": 71,
      "countPercentile": 94,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.7203389830508473

##### count

118

##### university

###### size

1040

###### gpa Percentile

69

###### count Percentile

75

###### 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": "CNSRSCI",
    "comparison": {
      "size": 17,
      "gpaPercentile": 88,
      "countPercentile": 88,
      "medianCount": 71,
      "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": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1202

##### term

1202

##### gpa

3.5778688524590163

##### count

122

##### university

###### size

1102

###### gpa Percentile

53

###### count Percentile

73

###### 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   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

```json
[
  {
    "subject": "CNSRSCI",
    "comparison": {
      "size": 17,
      "gpaPercentile": 56,
      "countPercentile": 88,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.8671875

##### count

128

##### university

###### size

1012

###### gpa Percentile

68

###### count Percentile

78

###### 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": "CNSRSCI",
    "comparison": {
      "size": 17,
      "gpaPercentile": 81,
      "countPercentile": 81,
      "medianCount": 71,
      "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": 2,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

#### 1212

##### term

1212

##### gpa

3.7244094488188977

##### count

127

##### university

###### size

1111

###### gpa Percentile

59

###### count Percentile

74

###### 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": "CNSRSCI",
    "comparison": {
      "size": 18,
      "gpaPercentile": 53,
      "countPercentile": 82,
      "medianCount": 84,
      "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": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1222

##### term

1222

##### gpa

3.6404109589041096

##### count

146

##### university

###### size

1157

###### gpa Percentile

51

###### count Percentile

80

###### 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": "CNSRSCI",
    "comparison": {
      "size": 21,
      "gpaPercentile": 35,
      "countPercentile": 90,
      "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": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.734375

##### count

128

##### university

###### size

1171

###### gpa Percentile

61

###### count Percentile

78

###### 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": "CNSRSCI",
    "comparison": {
      "size": 20,
      "gpaPercentile": 74,
      "countPercentile": 84,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 11,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1232

##### term

1232

##### gpa

3.670886075949367

##### count

237

##### university

###### size

1216

###### gpa Percentile

54

###### count Percentile

89

###### 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": "CNSRSCI",
    "comparison": {
      "size": 20,
      "gpaPercentile": 58,
      "countPercentile": 95,
      "medianCount": 90.5,
      "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": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.8442622950819674

##### count

122

##### university

###### size

1188

###### gpa Percentile

73

###### count Percentile

76

###### 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": "CNSRSCI",
    "comparison": {
      "size": 19,
      "gpaPercentile": 94,
      "countPercentile": 56,
      "medianCount": 117,
      "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": 5,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.7430830039525693

##### count

253

##### university

###### size

1295

###### gpa Percentile

60

###### count Percentile

90

###### 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": "CNSRSCI",
    "comparison": {
      "size": 21,
      "gpaPercentile": 50,
      "countPercentile": 85,
      "medianCount": 117,
      "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": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.752083333333333

##### count

240

##### university

###### size

1241

###### gpa Percentile

61

###### 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": "CNSRSCI",
    "comparison": {
      "size": 23,
      "gpaPercentile": 77,
      "countPercentile": 82,
      "medianCount": 104,
      "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": 14,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.6387665198237884

##### count

227

##### university

###### size

1333

###### gpa Percentile

45

###### count Percentile

89

###### 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": "CNSRSCI",
    "comparison": {
      "size": 23,
      "gpaPercentile": 27,
      "countPercentile": 82,
      "medianCount": 104,
      "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": 4,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.6313131313131315

##### count

198

##### university

###### size

1289

###### gpa Percentile

45

###### count Percentile

88

###### 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   | false   |
| 3.6–4.0 | 765   | true    |

##### departments

```json
[
  {
    "subject": "CNSRSCI",
    "comparison": {
      "size": 23,
      "gpaPercentile": 55,
      "countPercentile": 82,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 7,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 13,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.6779661016949152

##### count

236

##### university

###### size

1320

###### gpa Percentile

48

###### count Percentile

89

###### 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   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

```json
[
  {
    "subject": "CNSRSCI",
    "comparison": {
      "size": 21,
      "gpaPercentile": 55,
      "countPercentile": 80,
      "medianCount": 118,
      "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": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.687179487179487

##### count

195

##### university

###### size

1283

###### gpa Percentile

49

###### count Percentile

87

###### 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   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

```json
[
  {
    "subject": "CNSRSCI",
    "comparison": {
      "size": 22,
      "gpaPercentile": 67,
      "countPercentile": 81,
      "medianCount": 105,
      "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": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 10,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5214

###### gpa

3.696659205827821

###### top Share

84.09386529768354

###### count

168

##### CNSRSCI

###### size

31

###### gpa

3.6255688223904037

###### top Share

81.90808886864431

###### count

976

#### terms

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### CNSRSCI

###### size

14

###### gpa

3.4758058955291706

###### top Share

72.40039806741547

###### count

65.5

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### CNSRSCI

###### size

14

###### gpa

3.5088714082159456

###### top Share

72.6770801501247

###### count

69

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### CNSRSCI

###### size

17

###### gpa

3.5145694086277337

###### top Share

74.60378274938202

###### count

75

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### CNSRSCI

###### size

17

###### gpa

3.5513839958204554

###### top Share

76.70287623872456

###### count

73

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### CNSRSCI

###### size

18

###### gpa

3.4921746087581855

###### top Share

74.01951479564612

###### count

55

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### CNSRSCI

###### size

17

###### gpa

3.5378693411054614

###### top Share

76.8596088120517

###### count

71

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### CNSRSCI

###### size

17

###### gpa

3.4936403985695

###### top Share

74.03070168013859

###### count

78

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### CNSRSCI

###### size

17

###### gpa

3.7304394114977595

###### top Share

89.91371180365307

###### count

71

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### CNSRSCI

###### size

18

###### gpa

3.661772272360077

###### top Share

83.33475336135731

###### count

84

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### CNSRSCI

###### size

21

###### gpa

3.6219066273341127

###### top Share

81.61770534110484

###### count

58

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### CNSRSCI

###### size

20

###### gpa

3.5454759115101373

###### top Share

79.46534212003172

###### count

70.5

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### CNSRSCI

###### size

20

###### gpa

3.617834368808565

###### top Share

81.83628160426352

###### count

90.5

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### CNSRSCI

###### size

19

###### gpa

3.6048767735668403

###### top Share

80.03346364170125

###### count

117

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### CNSRSCI

###### size

21

###### gpa

3.697912728932925

###### top Share

86.42551064398879

###### count

117

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### CNSRSCI

###### size

23

###### gpa

3.5862228593095566

###### top Share

79.17919283986976

###### count

104

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### CNSRSCI

###### size

23

###### gpa

3.6691705419603458

###### top Share

84.48369653925197

###### count

104

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### CNSRSCI

###### size

23

###### gpa

3.564727474066601

###### top Share

79.63337143038319

###### count

90

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### CNSRSCI

###### size

21

###### gpa

3.6261464494189632

###### top Share

81.76866165097593

###### count

118

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### CNSRSCI

###### size

22

###### gpa

3.51605863991461

###### top Share

75.92309209656172

###### count

105

## instructor Trends

```json
[
  {
    "uid": "instructor_4c548bcc181e24fbeb36ce0e",
    "name": "MURRAY MURRAY",
    "count": 1780,
    "terms": [
      {
        "term": "1172",
        "count": 131,
        "sections": 1,
        "gpa": 3.6946564885496183
      },
      {
        "term": "1174",
        "count": 126,
        "sections": 1,
        "gpa": 3.765873015873016
      },
      {
        "term": "1182",
        "count": 134,
        "sections": 1,
        "gpa": 3.735074626865672
      },
      {
        "term": "1184",
        "count": 122,
        "sections": 1,
        "gpa": 3.6844262295081966
      },
      {
        "term": "1192",
        "count": 132,
        "sections": 1,
        "gpa": 3.6515151515151514
      },
      {
        "term": "1194",
        "count": 118,
        "sections": 1,
        "gpa": 3.7203389830508473
      },
      {
        "term": "1202",
        "count": 122,
        "sections": 1,
        "gpa": 3.5778688524590163
      },
      {
        "term": "1204",
        "count": 128,
        "sections": 1,
        "gpa": 3.8671875
      },
      {
        "term": "1212",
        "count": 127,
        "sections": 1,
        "gpa": 3.7244094488188977
      },
      {
        "term": "1222",
        "count": 146,
        "sections": 1,
        "gpa": 3.6404109589041096
      },
      {
        "term": "1224",
        "count": 128,
        "sections": 1,
        "gpa": 3.734375
      },
      {
        "term": "1232",
        "count": 237,
        "sections": 2,
        "gpa": 3.670886075949367
      },
      {
        "term": "1242",
        "count": 129,
        "sections": 1,
        "gpa": 3.697674418604651
      }
    ]
  },
  {
    "uid": "instructor_1f03969f0a185b77f22d6424",
    "name": "BENJAMIN MALNAR",
    "count": 535,
    "terms": [
      {
        "term": "1242",
        "count": 124,
        "sections": 2,
        "gpa": 3.7903225806451615
      },
      {
        "term": "1244",
        "count": 125,
        "sections": 1,
        "gpa": 3.744
      },
      {
        "term": "1252",
        "count": 96,
        "sections": 1,
        "gpa": 3.703125
      },
      {
        "term": "1254",
        "count": 95,
        "sections": 1,
        "gpa": 3.6789473684210527
      },
      {
        "term": "1262",
        "count": 95,
        "sections": 1,
        "gpa": 3.9
      }
    ]
  },
  {
    "uid": "instructor_8a4e726b85e66c8685e3e964",
    "name": "CRISTIN SUTLIFF",
    "count": 359,
    "terms": [
      {
        "term": "1232",
        "count": 237,
        "sections": 2,
        "gpa": 3.670886075949367
      },
      {
        "term": "1234",
        "count": 122,
        "sections": 1,
        "gpa": 3.8442622950819674
      }
    ]
  },
  {
    "uid": "instructor_171cb8f4c10c0c4d8d5f78c5",
    "name": "BRITTEN BRENNER STENSON",
    "count": 349,
    "terms": [
      {
        "term": "1244",
        "count": 115,
        "sections": 1,
        "gpa": 3.760869565217391
      },
      {
        "term": "1252",
        "count": 131,
        "sections": 1,
        "gpa": 3.5916030534351147
      },
      {
        "term": "1254",
        "count": 103,
        "sections": 1,
        "gpa": 3.587378640776699
      }
    ]
  },
  {
    "uid": "instructor_1850d5237b60ccc546bc5770",
    "name": "SCOTT VIFQUAIN",
    "count": 336,
    "terms": [
      {
        "term": "1262",
        "count": 141,
        "sections": 1,
        "gpa": 3.528368794326241
      },
      {
        "term": "1264",
        "count": 195,
        "sections": 1,
        "gpa": 3.687179487179487
      }
    ]
  }
]
```

## following

| code        | title                                       |
| ----------- | ------------------------------------------- |
| CNSRSCI 562 | THE GLOBAL CONSUMER                         |
| CNSRSCI 564 | RETAIL FINANCIAL ANALYSIS                   |
| CNSRSCI 567 | PRODUCT DEVELOPMENT STRATEGIES IN RETAILING |

## projection

### target

1272

### interval

#### lower

3.56

#### upper

3.79

#### coverage

80

#### terms

8

### gpa

3.6753803069183686

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 62.08471034408618  |
| AB    | 23.14928098174854  |
| B     | 8.792551274072919  |
| BC    | 3.0396976228698236 |
| C     | 1.7436013080328014 |
| D     | 0.7126053839133565 |
| F     | 0.4775530852763733 |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

1099

### same Season

true

### historical Range

* 3.6387665198237884
* 3.7430830039525698

### backtest

#### terms

8

#### gpa Error

0.05330479474769051

#### mix Error

9.14492460115664
