# ACCTIS 640: Foundation in Accounting Analytics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ACCTIS_640)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

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

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
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* 1142
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* 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

df4447d935323fffdd97dcbd06031afdc436c28a9580d62b1ad3e7f45979726f

### course id

ACCTIS 640

### course uid

course\_8ea5427fde3bd545c79714f6

### catalog version id

4bf603cc939503b4c33cdd4a51d9e7366b9bf42fffdc421765d1d2e7e24a4b27

### course number

640

### subjects

* ACCTIS

### title

FOUNDATION IN ACCOUNTING ANALYTICS

### description

Analytics has become an integral part of accounting to support decision making, coordination and control, and compliance with regulations. Being able to identify and pursue relevant questions using data is a critical skill for new hires, as is the ability to successfully communicate one's findings. This pursuit and communication requires a strong facility with a variety of analytics technologies.

### requirements text

(ACCT I S 340or concurrent enrollment), (ACCT I S 100andGEN BUS 307or317), (ACCT I S 700or concurrent enrollment), or declared in the Business Exchange program

### credits min

3

### credits max

3

### credit offering ids

* 1272:232:026130

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

0b744d02a6c697e3400bd4c43dcb8e075f77af2135e756fd46233697aebe36d3

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Foundation in Accounting Analytics teaches using data analytics technologies to support accounting decision making, coordination, control, and compliance.

### llm topics

* Accounting analytics for decision making, coordination, control, and compliance.
* Analytics technologies.

### llm skills

* Identifying relevant questions using data and communicating findings.
* Using a variety of analytics technologies.

### llm assumed background

* Prerequisites in accounting information systems, introductory financial accounting, business analytics, and mathematical foundations of business analytics.
* Graduate standing or concurrent enrollment in financial accounting.

### llm search phrases

* accounting analytics decision making
* accounting information systems analytics
* business analytics predictive prescriptive
* financial accounting data analysis

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

f33c8bfa5ba6f309b8d3be5b3090c4c2d2339125855548fd0acb1df7b545c997

#### course id

ACCTIS 640

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_39bbeeab83afa4b5bc1b77eb",
    "message": "No course-specific reviews available",
    "name": "Christian Peters",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ACCTIS 640",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "6a424859-035b-3720-b633-b934a5513708",
            "source_record": {
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              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ACCTIS 640",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "6a424859-035b-3720-b633-b934a5513708",
            "source_record": {
              "entity_id": "6a424859-035b-3720-b633-b934a5513708",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "ACCTIS 640",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 3,
            "source_course_id": "6a424859-035b-3720-b633-b934a5513708",
            "source_record": {
              "entity_id": "6a424859-035b-3720-b633-b934a5513708",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.75 GPA, 91.8% A/AB (n=85 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90

#### quick take

Recent recorded grades — Fall 2023: 3.90 GPA, 96.3% A/AB (n=81 letter grades); Fall 2024: 3.87 GPA, 95.3% A/AB (n=107 letter grades); Fall 2025: 3.75 GPA, 91.8% A/AB (n=85 letter grades).

```json
{
  "citations": [
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      },
      "table": "grades_latest",
      "term_id": "1262",
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  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

CHRISTIAN PETERS is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "course_id": "ACCTIS 640",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1262",
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      "table": "section_grades_latest",
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "6a424859-035b-3720-b633-b934a5513708",
      "source_record": {
        "entity_id": "6a424859-035b-3720-b633-b934a5513708",
        "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
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        "GENBUS"
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      "timing": "prior"
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    "evidence": "GEN BUS 307",
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    "id": "n8",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name             | email                      | first\_observed\_at              | last\_observed\_at               | instructor\_url                |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ---------------- | -------------------------- | -------------------------------- | -------------------------------- | ------------------------------ |
| instructor\_39bbeeab83afa4b5bc1b77eb | enrollment | cppeters2              | netid           | source\_identified | Christian Peters | CHRISTIAN.PETERS\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CHRISTIAN\_PETERS |

### offerings

```json
[
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_8ea5427fde3bd545c79714f6",
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    "source_course_id": "026130",
    "source_subject_id": "232",
    "title": "Foundation in Accounting Analytics",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:27165",
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    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
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    "start_date": "2026-09-02 05:00:00+00:00",
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  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_433062c57164a055297e5503",
    "source": "madgrades",
    "source_instructor_id": "3076440",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANN O'BRIEN",
    "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": 52,
      "quality": 2.83,
      "difficulty": 3.21,
      "quality_count": 52,
      "difficulty_count": 52,
      "profile_id": "rmp:1245937",
      "source_url": "https://www.ratemyprofessors.com/professor/1245937",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:54:57.588147+00:00",
      "courses": {},
      "bayesian_quality": 3.0604682732073876,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.258,
      "graded": 5824,
      "counts": [
        1531,
        1531,
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        631,
        334,
        55,
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      ],
      "sections": 176
    },
    "instructor_url": "/instructors/ANN_OBRIEN"
  },
  {
    "instructor_uid": "instructor_71fbf2356510e5769c3dc433",
    "source": "madgrades",
    "source_instructor_id": "6804224",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHRISTIAN PETERS",
    "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": 3.753,
      "graded": 85,
      "counts": [
        52,
        26,
        5,
        2,
        0,
        0,
        0
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/CHRISTIAN_PETERS--instructor_71fbf2356510e5769c3dc433"
  },
  {
    "instructor_uid": "instructor_39bbeeab83afa4b5bc1b77eb",
    "source": "enrollment",
    "source_instructor_id": "cppeters2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Christian Peters",
    "email": "CHRISTIAN.PETERS@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",
    "instructor_url": "/instructors/CHRISTIAN_PETERS"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACCTIS 640",
    "course_uid": "course_8ea5427fde3bd545c79714f6",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "ANN O'BRIEN"
    ],
    "a": 24,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 29,
    "source_aliases": [
      "ACCTIS 640"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACCTIS 640",
    "course_uid": "course_8ea5427fde3bd545c79714f6",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "ANN O'BRIEN"
    ],
    "a": 37,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 42,
    "source_aliases": [
      "ACCTIS 640"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACCTIS 640",
    "course_uid": "course_8ea5427fde3bd545c79714f6",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "ANN O'BRIEN"
    ],
    "a": 71,
    "ab": 7,
    "b": 0,
    "bc": 3,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 81,
    "source_aliases": [
      "ACCTIS 640"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACCTIS 640",
    "course_uid": "course_8ea5427fde3bd545c79714f6",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "ANN O'BRIEN"
    ],
    "a": 84,
    "ab": 18,
    "b": 5,
    "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": 107,
    "source_aliases": [
      "ACCTIS 640"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ACCTIS 640",
    "course_uid": "course_8ea5427fde3bd545c79714f6",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Christian Peters"
    ],
    "a": 52,
    "ab": 26,
    "b": 5,
    "bc": 2,
    "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": 85,
    "source_aliases": [
      "ACCTIS 640"
    ]
  }
]
```

### statistics

#### gpa

3.859

#### graded

344

#### counts

* 268
* 60
* 11
* 5
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8ea5427fde3bd545c79714f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8ea5427fde3bd545c79714f6-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8ea5427fde3bd545c79714f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8ea5427fde3bd545c79714f6-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8ea5427fde3bd545c79714f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8ea5427fde3bd545c79714f6-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8ea5427fde3bd545c79714f6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8ea5427fde3bd545c79714f6-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.859011627906977

#### count

344

#### university

##### size

3382

##### gpa Percentile

67

##### count Percentile

84

##### median Count

95

##### 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 | 16    | false   |
| 2.8–3.2 | 236   | false   |
| 3.2–3.6 | 861   | false   |
| 3.6–4.0 | 2268  | true    |

#### departments

```json
[
  {
    "subject": "ACCTIS",
    "comparison": {
      "size": 27,
      "gpaPercentile": 96,
      "countPercentile": 65,
      "medianCount": 194,
      "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": 10,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1224

##### term

1224

##### gpa

3.913793103448276

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| ACCTIS  |            |

#### 1234

##### term

1234

##### gpa

3.9285714285714284

##### count

42

##### university

###### size

1188

###### gpa Percentile

86

###### count Percentile

26

###### 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": "ACCTIS",
    "comparison": {
      "size": 15,
      "gpaPercentile": 93,
      "countPercentile": 7,
      "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": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 5,
          "current": true
        }
      ]
    }
  }
]
```

#### 1242

##### term

1242

##### gpa

3.9012345679012346

##### count

81

##### university

###### size

1295

###### gpa Percentile

81

###### count Percentile

57

###### 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": "ACCTIS",
    "comparison": {
      "size": 17,
      "gpaPercentile": 94,
      "countPercentile": 50,
      "medianCount": 81,
      "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": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1252

##### term

1252

##### gpa

3.869158878504673

##### count

107

##### university

###### size

1333

###### gpa Percentile

76

###### count Percentile

70

###### 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": "ACCTIS",
    "comparison": {
      "size": 18,
      "gpaPercentile": 88,
      "countPercentile": 65,
      "medianCount": 86.5,
      "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": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.7529411764705882

##### count

85

##### university

###### size

1320

###### gpa Percentile

57

###### count Percentile

57

###### 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": "ACCTIS",
    "comparison": {
      "size": 19,
      "gpaPercentile": 78,
      "countPercentile": 67,
      "medianCount": 81,
      "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": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

3382

###### gpa

3.6780862690280274

###### top Share

83.05987676235628

###### count

95

##### ACCTIS

###### size

27

###### gpa

3.5653927179346363

###### top Share

74.4622076284401

###### count

194

#### terms

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### ACCTIS

###### size

14

###### gpa

3.395886178227728

###### top Share

62.10497291276549

###### count

61.5

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### ACCTIS

###### size

15

###### gpa

3.456166749471846

###### top Share

66.0919233990789

###### count

72

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ACCTIS

###### size

17

###### gpa

3.46422109897677

###### top Share

66.8612117285834

###### count

81

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### ACCTIS

###### size

18

###### gpa

3.5586680704266493

###### top Share

75.19484286386312

###### count

86.5

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### ACCTIS

###### size

19

###### gpa

3.5427448554426433

###### top Share

72.60879371338912

###### count

81

## instructor Trends

```json
[
  {
    "uid": "instructor_433062c57164a055297e5503",
    "name": "ANN O'BRIEN",
    "count": 259,
    "terms": [
      {
        "term": "1224",
        "count": 29,
        "sections": 2,
        "gpa": 3.913793103448276
      },
      {
        "term": "1234",
        "count": 42,
        "sections": 2,
        "gpa": 3.9285714285714284
      },
      {
        "term": "1242",
        "count": 81,
        "sections": 3,
        "gpa": 3.9012345679012346
      },
      {
        "term": "1252",
        "count": 107,
        "sections": 3,
        "gpa": 3.869158878504673
      }
    ]
  },
  {
    "uid": "instructor_71fbf2356510e5769c3dc433",
    "name": "CHRISTIAN PETERS",
    "count": 85,
    "terms": [
      {
        "term": "1262",
        "count": 85,
        "sections": 3,
        "gpa": 3.7529411764705882
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.8299419683324243

### grades

| grade | percentage         |
| ----- | ------------------ |
| A     | 73.80285833528322  |
| AB    | 20.31846041675498  |
| B     | 3.9428978271253334 |
| BC    | 1.9357834208364584 |
| C     | 0                  |
| D     | 0                  |
| F     | 0                  |

### source Terms

* 1262
* 1252
* 1242

### source Count

273

### same Season

true

### historical Range

* 3.7529411764705882
* 3.9012345679012346
