# ECE 401: Electro-acoustical Engineering | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECE_401)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

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

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

6b4efe205d0ab1ac278d1096a56f7438be7ee96427f60f9a678a14c6c047e787

### course id

ECE 401

### course uid

course\_e8307eb529fe8bd534db94ab

### catalog version id

93f0b36f7a67c448d64eb49497b785a10ca3b97f99ac93810eaa09294e72acac

### course number

401

### subjects

* ECE

### title

ELECTRO-ACOUSTICAL ENGINEERING

### description

Principles of plane and spherical sound waves; acoustical, mechanical, and electrical analogies; electroacoustic transducer materials and techniques; specific types of transducers such as microphones and loudspeakers.

### requirements text

E C E 203, graduate/professional standing, or member of Engineering Guest Students

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

4e34a7b4ff83d86ed30f397d0b85bd26b45a6b78a3f18e36562ad524e2dbf7a7

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Electro-acoustical engineering covering sound wave principles, analogies, and transducer techniques.

### llm topics

* Plane and spherical sound waves
* Acoustical, mechanical, and electrical analogies
* Electroacoustic transducer materials and techniques
* Microphones and loudspeakers

### llm skills

* Understanding principles of plane and spherical sound waves
* Applying acoustical, mechanical, and electrical analogies
* Analyzing electroacoustic transducer materials and techniques
* Studying specific transducer types like microphones and loudspeakers

### llm assumed background

* Prerequisite of ECE 203, which assumes background in MATH 211, 217, or 221.

### llm search phrases

* electro-acoustical engineering
* sound waves transducers
* ECE 401 acoustics
* microphones loudspeakers

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

05b2cb671d96e69f67898c2ea72e72744b44e47d94bceb82060fa895a52254d2

#### course id

ECE 401

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2023: 3.66 GPA, 81.0% A/AB (n=58 letter grades); Spring 2024: 3.64 GPA, 77.4% A/AB (n=62 letter grades); Spring 2026: 3.80 GPA, 89.4% A/AB (n=66 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ECE 401",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "0ba19e00-c539-3fa1-9aee-6e5547c6d146",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 401",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "0ba19e00-c539-3fa1-9aee-6e5547c6d146",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 401",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "0ba19e00-c539-3fa1-9aee-6e5547c6d146",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3"
    ],
    "condition": null,
    "course": null,
    "evidence": "E C E 203, graduate/professional standing, or member of Engineering Guest Students",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 203,
      "minimum_grade": null,
      "subjects": [
        "ECE"
      ],
      "timing": "prior"
    },
    "evidence": "E C E 203",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n2",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "member of Engineering Guest Students",
    "course": null,
    "evidence": "member of Engineering Guest Students",
    "id": "n3",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_49ad2008bae9eaafa29e17ca",
    "source": "madgrades",
    "source_instructor_id": "106073",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BILL SETHARES",
    "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": 3.621,
      "graded": 1733,
      "counts": [
        1044,
        361,
        205,
        46,
        48,
        10,
        19
      ],
      "sections": 147
    },
    "instructor_url": "/instructors/BILL_SETHARES--instructor_49ad2008bae9eaafa29e17ca"
  },
  {
    "instructor_uid": "instructor_547bf9756f100a318cbe0dcd",
    "source": "madgrades",
    "source_instructor_id": "6242108",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CHU MA",
    "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": 3.562,
      "graded": 781,
      "counts": [
        453,
        148,
        100,
        34,
        30,
        7,
        9
      ],
      "sections": 55
    },
    "instructor_url": "/instructors/CHU_MA--instructor_547bf9756f100a318cbe0dcd"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 14,
    "ab": 9,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 27,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 11,
    "ab": 5,
    "b": 6,
    "bc": 2,
    "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": 25,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 11,
    "ab": 3,
    "b": 4,
    "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": 18,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 20,
    "ab": 6,
    "b": 2,
    "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": 28,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 11,
    "ab": 17,
    "b": 11,
    "bc": 5,
    "c": 1,
    "d": 0,
    "f": 1,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 47,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 23,
    "ab": 14,
    "b": 6,
    "bc": 0,
    "c": 1,
    "d": 3,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 47,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Bill Sethares"
    ],
    "a": 35,
    "ab": 17,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 58,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Chu Ma"
    ],
    "a": 49,
    "ab": 8,
    "b": 8,
    "bc": 0,
    "c": 1,
    "d": 1,
    "f": 0,
    "satisfactory": 2,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 69,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Chu Ma"
    ],
    "a": 32,
    "ab": 15,
    "b": 8,
    "bc": 1,
    "c": 0,
    "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": 58,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Chu Ma"
    ],
    "a": 37,
    "ab": 10,
    "b": 7,
    "bc": 3,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 58,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Chu Ma"
    ],
    "a": 43,
    "ab": 5,
    "b": 12,
    "bc": 0,
    "c": 0,
    "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": 62,
    "source_aliases": [
      "ECE 401"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 401",
    "course_uid": "course_e8307eb529fe8bd534db94ab",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Chu Ma"
    ],
    "a": 47,
    "ab": 12,
    "b": 7,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 67,
    "source_aliases": [
      "ECE 401"
    ]
  }
]
```

### statistics

#### gpa

3.629

#### graded

560

#### counts

* 333
* 121
* 78
* 12
* 4
* 5
* 7

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e8307eb529fe8bd534db94ab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e8307eb529fe8bd534db94ab-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e8307eb529fe8bd534db94ab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e8307eb529fe8bd534db94ab-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e8307eb529fe8bd534db94ab-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e8307eb529fe8bd534db94ab-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.6294642857142856

#### count

560

#### university

##### size

4191

##### gpa Percentile

41

##### count Percentile

85

##### median Count

125

##### 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 | 16    | false   |
| 2.8–3.2 | 328   | false   |
| 3.2–3.6 | 1235  | false   |
| 3.6–4.0 | 2612  | true    |

#### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 111,
      "gpaPercentile": 55,
      "countPercentile": 75,
      "medianCount": 138,
      "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": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 44,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 56,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

3.5555555555555554

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1092

##### term

1092

##### gpa

3.46

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1112

##### term

1112

##### gpa

3.6944444444444446

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1154

##### term

1154

##### gpa

3.8214285714285716

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1164

##### term

1164

##### gpa

3.282608695652174

##### count

46

##### university

###### size

965

###### gpa Percentile

33

###### count Percentile

30

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 37    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 319   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 32,
      "gpaPercentile": 48,
      "countPercentile": 13,
      "medianCount": 83.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 1,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 9,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 7,
          "current": false
        }
      ]
    }
  }
]
```

#### 1174

##### term

1174

##### gpa

3.4893617021276597

##### count

47

##### university

###### size

955

###### gpa Percentile

51

###### count Percentile

29

###### 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   | true    |
| 3.6–4.0 | 369   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 32,
      "gpaPercentile": 55,
      "countPercentile": 13,
      "medianCount": 85,
      "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": 3,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1194

##### term

1194

##### gpa

3.6982758620689653

##### count

58

##### university

###### size

1040

###### gpa Percentile

66

###### count Percentile

42

###### 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": "ECE",
    "comparison": {
      "size": 36,
      "gpaPercentile": 69,
      "countPercentile": 23,
      "medianCount": 77,
      "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": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.746268656716418

##### count

67

##### university

###### size

1012

###### gpa Percentile

51

###### count Percentile

51

###### 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": "ECE",
    "comparison": {
      "size": 34,
      "gpaPercentile": 48,
      "countPercentile": 39,
      "medianCount": 73.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 25,
          "current": true
        }
      ]
    }
  }
]
```

#### 1224

##### term

1224

##### gpa

3.5689655172413794

##### count

58

##### university

###### size

1171

###### gpa Percentile

45

###### count Percentile

44

###### 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   | true    |
| 3.6–4.0 | 616   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 43,
      "gpaPercentile": 52,
      "countPercentile": 33,
      "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": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 18,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": false
        }
      ]
    }
  }
]
```

#### 1234

##### term

1234

##### gpa

3.663793103448276

##### count

58

##### university

###### size

1188

###### gpa Percentile

51

###### count Percentile

43

###### 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": "ECE",
    "comparison": {
      "size": 41,
      "gpaPercentile": 68,
      "countPercentile": 33,
      "medianCount": 70,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 22,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.6370967741935485

##### count

62

##### university

###### size

1241

###### gpa Percentile

47

###### count Percentile

47

###### 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": "ECE",
    "comparison": {
      "size": 38,
      "gpaPercentile": 54,
      "countPercentile": 32,
      "medianCount": 83.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": true
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.803030303030303

##### count

66

##### university

###### size

1283

###### gpa Percentile

63

###### count Percentile

49

###### 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": "ECE",
    "comparison": {
      "size": 45,
      "gpaPercentile": 68,
      "countPercentile": 48,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 15,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 25,
          "current": true
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

4191

###### gpa

3.652039999353179

###### top Share

81.37081289445226

###### count

125

##### ECE

###### size

111

###### gpa

3.5774551818647478

###### top Share

77.39148879913641

###### count

138

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

###### ECE

###### size

22

###### gpa

3.1987946107674805

###### top Share

56.64446757576598

###### count

47

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### ECE

###### size

18

###### gpa

3.260010533524362

###### top Share

55.57892737058536

###### count

46.5

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### ECE

###### size

27

###### gpa

3.2587548172943666

###### top Share

57.4110194229183

###### count

42

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### ECE

###### size

31

###### gpa

3.3403984750469933

###### top Share

63.036290719914646

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### ECE

###### size

32

###### gpa

3.3387002225789923

###### top Share

63.627072447149246

###### count

83.5

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### ECE

###### size

32

###### gpa

3.4125499296052797

###### top Share

66.90263468847662

###### count

85

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### ECE

###### size

36

###### gpa

3.5139370942069434

###### top Share

73.58293880609176

###### count

77

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### ECE

###### size

34

###### gpa

3.7346193271517083

###### top Share

86.80502962000203

###### count

73.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### ECE

###### size

43

###### gpa

3.493101515836076

###### top Share

71.87667215876023

###### count

78

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### ECE

###### size

41

###### gpa

3.521247893399985

###### top Share

73.18909826442149

###### count

70

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### ECE

###### size

38

###### gpa

3.554019248602149

###### top Share

75.22296238620345

###### count

83.5

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### ECE

###### size

45

###### gpa

3.5814138447018746

###### top Share

77.53027985486403

###### count

73

## instructor Trends

```json
[
  {
    "uid": "instructor_547bf9756f100a318cbe0dcd",
    "name": "CHU MA",
    "count": 311,
    "terms": [
      {
        "term": "1204",
        "count": 67,
        "sections": 1,
        "gpa": 3.746268656716418
      },
      {
        "term": "1224",
        "count": 58,
        "sections": 1,
        "gpa": 3.5689655172413794
      },
      {
        "term": "1234",
        "count": 58,
        "sections": 1,
        "gpa": 3.663793103448276
      },
      {
        "term": "1244",
        "count": 62,
        "sections": 1,
        "gpa": 3.6370967741935485
      },
      {
        "term": "1264",
        "count": 66,
        "sections": 1,
        "gpa": 3.803030303030303
      }
    ]
  },
  {
    "uid": "instructor_49ad2008bae9eaafa29e17ca",
    "name": "BILL SETHARES",
    "count": 249,
    "terms": [
      {
        "term": "1072",
        "count": 27,
        "sections": 1,
        "gpa": 3.5555555555555554
      },
      {
        "term": "1092",
        "count": 25,
        "sections": 1,
        "gpa": 3.46
      },
      {
        "term": "1112",
        "count": 18,
        "sections": 1,
        "gpa": 3.6944444444444446
      },
      {
        "term": "1154",
        "count": 28,
        "sections": 1,
        "gpa": 3.8214285714285716
      },
      {
        "term": "1164",
        "count": 46,
        "sections": 1,
        "gpa": 3.282608695652174
      },
      {
        "term": "1174",
        "count": 47,
        "sections": 1,
        "gpa": 3.4893617021276597
      },
      {
        "term": "1194",
        "count": 58,
        "sections": 1,
        "gpa": 3.6982758620689653
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### gpa

3.6872783378792766

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 66.31837881057882   |
| AB    | 16.5681887378081    |
| B     | 13.846930376136267  |
| BC    | 1.4204279973834222  |
| C     | 0                   |
| D     | 0.37379684141669006 |
| F     | 1.4722772366767047  |

### source Terms

* 1264
* 1244
* 1234
* 1224

### source Count

244

### same Season

false

### historical Range

* 3.5689655172413794
* 3.803030303030303
