# ECE 355: Electromechanical Energy Conversion | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECE_355)

## 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

810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d

### course id

ECE 355

### course uid

course\_8925ec7f03bb8ef6fb5f8798

### catalog version id

bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6

### course number

355

### subjects

* ECE

### title

ELECTROMECHANICAL ENERGY CONVERSION

### description

Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs. Applications to electric motors and generators and other electromechanical transducers.

### requirements text

E C E 230or376, graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

9cdf47c38afa453ead658f8ceb60de8a95a45d928eafe5458b907f8de5173107

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Covers electromechanical energy conversion, coupled circuit analysis, and applications to motors, generators, and transducers.

### llm topics

* Energy storage and conversion
* Force and EMF production
* Coupled circuit analysis
* Electric motors and generators
* Electromechanical transducers

### llm skills

* Analyze coupled electromechanical systems and understand energy conversion principles.
* Apply circuit analysis to electric motors, generators, and transducers.

### llm assumed background

* Circuit analysis fundamentals including resistive, first/second-order, and sinusoidal steady-state circuits, phasors, and transformers.

### llm search phrases

* electromechanical energy conversion
* electric motors generators
* electromechanical transducers
* coupled circuit analysis
* force and emf production

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

378b62e7ff047f7c6935b59c44499d648c9d4822f670fbcd5441e82179230324

#### course id

ECE 355

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Pia Strampp: Pia Strampp's course workload is described as not hard compared to other ECE 3-level intro courses, while Nigel Boston's class is characterized as math-heavy.

```json
{
  "citations": [
    {
      "instructor_name": "Pia Strampp",
      "review_date": "2021-04-20 04:11:11 +0000 UTC",
      "review_id": "4147ac9cb770a60026a8b3df",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2687688",
      "source_review_id": "UmF0aW5nLTM0NTc5NTg4",
      "source_url": "https://www.ratemyprofessors.com/professor/2687688",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Nigel Boston: Nigel Boston was criticized for being overly theoretical and math-heavy without practical application, leading to inconsistent grading and low student satisfaction.

```json
{
  "citations": [
    {
      "instructor_name": "Nigel Boston",
      "review_date": "2019-10-06 03:36:52 +0000 UTC",
      "review_id": "f5d9e377947a81d739b8bdae",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1536136",
      "source_review_id": "UmF0aW5nLTMyMjY1Njg2",
      "source_url": "https://www.ratemyprofessors.com/professor/1536136",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Nigel Boston, Pia Strampp: Reviews for ECE 355 are mixed, contrasting Nigel Boston's theoretical, math-heavy approach with Pia Strampp's clear, accessible instruction that fosters student interest in power systems.

```json
{
  "citations": [
    {
      "instructor_name": "Nigel Boston",
      "review_date": "2019-10-06 03:36:52 +0000 UTC",
      "review_id": "f5d9e377947a81d739b8bdae",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1536136",
      "source_review_id": "UmF0aW5nLTMyMjY1Njg2",
      "source_url": "https://www.ratemyprofessors.com/professor/1536136",
      "type": "review"
    },
    {
      "instructor_name": "Pia Strampp",
      "review_date": "2021-04-20 04:11:11 +0000 UTC",
      "review_id": "4147ac9cb770a60026a8b3df",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2687688",
      "source_review_id": "UmF0aW5nLTM0NTc5NTg4",
      "source_url": "https://www.ratemyprofessors.com/professor/2687688",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2024: 3.38 GPA, 63.8% A/AB (n=47 letter grades); Spring 2025: 3.41 GPA, 70.5% A/AB (n=88 letter grades); Spring 2026: 3.57 GPA, 82.2% A/AB (n=73 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ECE 355",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 355",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 355",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Pia Strampp: Students found Pia Strampp caring, accessible, and patient, with clear lectures that provided motivation to learn more about power systems.

```json
{
  "citations": [
    {
      "instructor_name": "Pia Strampp",
      "review_date": "2021-04-20 04:11:11 +0000 UTC",
      "review_id": "4147ac9cb770a60026a8b3df",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2687688",
      "source_review_id": "UmF0aW5nLTM0NTc5NTg4",
      "source_url": "https://www.ratemyprofessors.com/professor/2687688",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

PIA STRAMPP is recorded teaching in Spring 2020, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
      "source_record": {
        "entity_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
      "source_record": {
        "entity_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 355",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
      "source_record": {
        "entity_id": "599a68bc-8ebc-3069-a35a-2840f2015b5f",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2",
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "E C E 230or376, graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 230,
      "minimum_grade": null,
      "subjects": [
        "ECE"
      ],
      "timing": "prior"
    },
    "evidence": "E C E 230",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 376,
      "minimum_grade": null,
      "subjects": [
        "ECE"
      ],
      "timing": "prior"
    },
    "evidence": "376",
    "id": "n2",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n3",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "member of Engineering Guest Students",
    "course": null,
    "evidence": "member of Engineering Guest Students",
    "id": "n4",
    "kind": "condition"
  }
]
```

#### notes

* Reference 'declared in Capstone Certificate in Power Conversion and Control' is a condition but lacks a canonical course ID in linked\_courses; treated as verbatim condition leaf.

#### root

n0

#### status

needs\_review

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_ce897d2479894f93b076d828",
    "source": "madgrades",
    "source_instructor_id": "2600878",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DONALD W. NOVOTNY",
    "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": 3.041,
      "graded": 220,
      "counts": [
        63,
        36,
        50,
        36,
        21,
        9,
        5
      ],
      "sections": 58
    },
    "instructor_url": "/instructors/DONALD_W_NOVOTNY"
  },
  {
    "instructor_uid": "instructor_89a977ba8f4a3a9d16333939",
    "source": "madgrades",
    "source_instructor_id": "1112569",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "VENKATA VENKATARAMANAN",
    "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": 3.791,
      "graded": 2808,
      "counts": [
        2354,
        57,
        283,
        6,
        71,
        24,
        13
      ],
      "sections": 337
    },
    "instructor_url": "/instructors/VENKATA_VENKATARAMANAN--instructor_89a977ba8f4a3a9d16333939"
  },
  {
    "instructor_uid": "instructor_b71ceaf86d955a1ca6815053",
    "source": "madgrades",
    "source_instructor_id": "124092",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "STEVEN FREDETTE",
    "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": 20,
      "quality": 2.9,
      "difficulty": 3.4,
      "quality_count": 20,
      "difficulty_count": 20,
      "profile_id": "rmp:2143189",
      "source_url": "https://www.ratemyprofessors.com/professor/2143189",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:04:38.810813+00:00",
      "courses": {
        "course_8e5c09dc661dd703bf967f95": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_ab2f16c586da4b0250af474f": {
          "review_count": 13,
          "quality": 2.46,
          "difficulty": 3.15,
          "quality_count": 13,
          "difficulty_count": 13
        },
        "course_1d414842d040e66d0ee9e2ac": {
          "review_count": 1,
          "quality": 1,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_e4907bcab45d27b295e30076": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_b87ee26bf10556cb2d9b5911": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 5,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_ce9aa8c758d7a1c80f7a78a9": {
          "review_count": 1,
          "quality": 4,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_2fbf046eb59ff8fb9ecaa348": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.279842891773298,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.404,
      "graded": 3239,
      "counts": [
        1230,
        984,
        558,
        270,
        133,
        46,
        18
      ],
      "sections": 89
    },
    "instructor_url": "/instructors/STEVEN_FREDETTE--instructor_b71ceaf86d955a1ca6815053"
  },
  {
    "instructor_uid": "instructor_d82ee19ec5f29c08cd27e84c",
    "source": "madgrades",
    "source_instructor_id": "5496614",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DIGVIJAY RAGHUNATHAN",
    "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": 3.913,
      "graded": 23,
      "counts": [
        20,
        2,
        1,
        0,
        0,
        0,
        0
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/DIGVIJAY_RAGHUNATHAN--instructor_d82ee19ec5f29c08cd27e84c"
  },
  {
    "instructor_uid": "instructor_78e16fb219769a48b05687be",
    "source": "madgrades",
    "source_instructor_id": "6295709",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PIA STRAMPP",
    "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": 3,
      "quality": 5,
      "difficulty": 3.33,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:2687688",
      "source_url": "https://www.ratemyprofessors.com/professor/2687688",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:11:47.362270+00:00",
      "courses": {
        "course_2a4a3fa1d1e406e446d50b8a": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3.5,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_8925ec7f03bb8ef6fb5f8798": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.8345093769970395,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.486,
      "graded": 173,
      "counts": [
        56,
        69,
        38,
        9,
        0,
        1,
        0
      ],
      "sections": 5
    },
    "instructor_url": "/instructors/PIA_STRAMPP--instructor_78e16fb219769a48b05687be"
  },
  {
    "instructor_uid": "instructor_f1f46f808d3e807d0017e43d",
    "source": "madgrades",
    "source_instructor_id": "4150451",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DANIEL COLIN LUDOIS",
    "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": 3.499,
      "graded": 1029,
      "counts": [
        491,
        238,
        189,
        60,
        40,
        6,
        5
      ],
      "sections": 109
    },
    "instructor_url": "/instructors/DANIEL_COLIN_LUDOIS"
  },
  {
    "instructor_uid": "instructor_291ec482be1121a6fe38c721",
    "source": "madgrades",
    "source_instructor_id": "1590438",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "PATRICK FLANNERY",
    "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": 3,
      "quality": 4.33,
      "difficulty": 3.67,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:3150819",
      "source_url": "https://www.ratemyprofessors.com/professor/3150819",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:12:39.888201+00:00",
      "courses": {
        "course_e3e02c2137f67e4a7df59b05": {
          "review_count": 2,
          "quality": 4,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.7471180726492133,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.634,
      "graded": 428,
      "counts": [
        220,
        138,
        50,
        11,
        7,
        1,
        1
      ],
      "sections": 17
    },
    "instructor_url": "/instructors/PATRICK_FLANNERY--instructor_291ec482be1121a6fe38c721"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 5,
    "ab": 3,
    "b": 3,
    "bc": 3,
    "c": 3,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1082",
    "term_name": "Fall 2007",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 3,
    "ab": 1,
    "b": 0,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 6,
    "ab": 5,
    "b": 8,
    "bc": 5,
    "c": 3,
    "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": 28,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 6,
    "ab": 5,
    "b": 6,
    "bc": 5,
    "c": 4,
    "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 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 5,
    "ab": 1,
    "b": 3,
    "bc": 2,
    "c": 1,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 15,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 6,
    "ab": 3,
    "b": 6,
    "bc": 3,
    "c": 0,
    "d": 1,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 3,
    "ab": 1,
    "b": 2,
    "bc": 1,
    "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": 7,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 3,
    "ab": 3,
    "b": 4,
    "bc": 4,
    "c": 3,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 1,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 1,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 4,
    "ab": 0,
    "b": 1,
    "bc": 0,
    "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": 6,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 3,
    "ab": 5,
    "b": 6,
    "bc": 4,
    "c": 2,
    "d": 2,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 23,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "DONALD W. NOVOTNY",
      "VENKATA VENKATARAMANAN"
    ],
    "a": 24,
    "ab": 0,
    "b": 6,
    "bc": 0,
    "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": 31,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1142",
    "term_name": "Fall 2013",
    "instructors": [
      "DONALD W. NOVOTNY"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "DONALD W. NOVOTNY",
      "Steven Fredette"
    ],
    "a": 6,
    "ab": 11,
    "b": 10,
    "bc": 8,
    "c": 1,
    "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": 37,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "DONALD W. NOVOTNY",
      "Steven Fredette"
    ],
    "a": 16,
    "ab": 12,
    "b": 7,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 37,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 2,
    "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": 9,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 9,
    "ab": 8,
    "b": 3,
    "bc": 4,
    "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": 25,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "DIGVIJAY RAGHUNATHAN",
      "Steven Fredette"
    ],
    "a": 0,
    "ab": 0,
    "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": 0,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 13,
    "ab": 9,
    "b": 5,
    "bc": 0,
    "c": 0,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 28,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 2,
    "ab": 4,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 1,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 7,
    "ab": 16,
    "b": 9,
    "bc": 1,
    "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": 34,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 3,
    "ab": 3,
    "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": 8,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Steven Fredette"
    ],
    "a": 10,
    "ab": 16,
    "b": 7,
    "bc": 0,
    "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": 34,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "PIA STRAMPP",
      "Steven Fredette",
      "VENKATA VENKATARAMANAN"
    ],
    "a": 24,
    "ab": 2,
    "b": 0,
    "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": 27,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "PIA STRAMPP"
    ],
    "a": 13,
    "ab": 25,
    "b": 13,
    "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": 55,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Daniel Ludois"
    ],
    "a": 3,
    "ab": 17,
    "b": 12,
    "bc": 11,
    "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": 49,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Daniel Ludois"
    ],
    "a": 17,
    "ab": 13,
    "b": 8,
    "bc": 7,
    "c": 2,
    "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": 47,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Patrick Flannery"
    ],
    "a": 29,
    "ab": 33,
    "b": 15,
    "bc": 6,
    "c": 4,
    "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": 88,
    "source_aliases": [
      "ECE 355"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 355",
    "course_uid": "course_8925ec7f03bb8ef6fb5f8798",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Patrick Flannery"
    ],
    "a": 25,
    "ab": 35,
    "b": 12,
    "bc": 0,
    "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": 73,
    "source_aliases": [
      "ECE 355"
    ]
  }
]
```

### statistics

#### gpa

3.328

#### graded

758

#### counts

* 247
* 234
* 154
* 70
* 34
* 11
* 8

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8925ec7f03bb8ef6fb5f8798-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8925ec7f03bb8ef6fb5f8798-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8925ec7f03bb8ef6fb5f8798-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8925ec7f03bb8ef6fb5f8798-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_8925ec7f03bb8ef6fb5f8798-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_8925ec7f03bb8ef6fb5f8798-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8925ec7f03bb8ef6fb5f8798-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8925ec7f03bb8ef6fb5f8798-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.3284960422163588

#### count

758

#### university

##### size

5227

##### gpa Percentile

15

##### count Percentile

81

##### median Count

211

##### 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 | 18    | false   |
| 2.8–3.2 | 408   | false   |
| 3.2–3.6 | 1519  | true    |
| 3.6–4.0 | 3282  | false   |

#### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 135,
      "gpaPercentile": 19,
      "countPercentile": 78,
      "medianCount": 230,
      "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": 16,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 48,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 71,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1074

##### term

1074

##### gpa

2.8421052631578947

##### count

19

##### departments

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

#### 1082

##### term

1082

##### gpa

3.6

##### count

5

##### departments

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

#### 1084

##### term

1084

##### gpa

3.0357142857142856

##### count

28

##### departments

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

#### 1094

##### term

1094

##### gpa

2.962962962962963

##### count

27

##### departments

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

#### 1102

##### term

1102

##### gpa

3.1153846153846154

##### count

13

##### departments

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

#### 1104

##### term

1104

##### gpa

2.9047619047619047

##### count

21

##### departments

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

#### 1112

##### term

1112

##### gpa

3.4285714285714284

##### count

7

##### departments

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

#### 1114

##### term

1114

##### gpa

2.861111111111111

##### count

18

##### departments

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

#### 1122

##### term

1122

##### gpa

3.5

##### count

6

##### departments

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

#### 1124

##### term

1124

##### gpa

2.760869565217391

##### count

23

##### departments

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

#### 1134

##### term

1134

##### gpa

3.7419354838709675

##### count

31

##### university

###### size

852

###### gpa Percentile

77

###### count Percentile

2

###### 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 | 30    | false   |
| 2.8–3.2 | 229   | false   |
| 3.2–3.6 | 304   | false   |
| 3.6–4.0 | 287   | true    |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 26,
      "gpaPercentile": 88,
      "countPercentile": 4,
      "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": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 5,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 14,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1144

##### term

1144

##### gpa

3.0945945945945947

##### count

37

##### university

###### size

878

###### gpa Percentile

21

###### count Percentile

13

###### 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 | 4     | false   |
| 2.4–2.8 | 30    | false   |
| 2.8–3.2 | 243   | true    |
| 3.2–3.6 | 302   | false   |
| 3.6–4.0 | 299   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 29,
      "gpaPercentile": 18,
      "countPercentile": 21,
      "medianCount": 59,
      "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": 7,
          "current": true
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1154

##### term

1154

##### gpa

3.5972222222222223

##### count

36

##### university

###### size

935

###### gpa Percentile

64

###### count Percentile

12

###### median Count

63

###### 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 | 38    | false   |
| 2.8–3.2 | 237   | false   |
| 3.2–3.6 | 326   | true    |
| 3.6–4.0 | 334   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 31,
      "gpaPercentile": 73,
      "countPercentile": 7,
      "medianCount": 63,
      "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": 2,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 10,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 8,
          "current": false
        }
      ]
    }
  }
]
```

#### 1162

##### term

1162

##### gpa

3.388888888888889

##### count

9

##### departments

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

#### 1164

##### term

1164

##### gpa

3.32

##### count

25

##### departments

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

#### 1174

##### term

1174

##### gpa

3.5535714285714284

##### count

28

##### departments

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

#### 1182

##### term

1182

##### gpa

2.8636363636363638

##### count

11

##### departments

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

#### 1184

##### term

1184

##### gpa

3.3970588235294117

##### count

34

##### university

###### size

1010

###### gpa Percentile

40

###### count Percentile

7

###### 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   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 34,
      "gpaPercentile": 39,
      "countPercentile": 6,
      "medianCount": 84.5,
      "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": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 11,
          "current": false
        }
      ]
    }
  }
]
```

#### 1192

##### term

1192

##### gpa

3.5625

##### count

8

##### departments

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

#### 1194

##### term

1194

##### gpa

3.5

##### count

34

##### university

###### size

1040

###### gpa Percentile

48

###### count Percentile

8

###### 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   | true    |
| 3.6–4.0 | 454   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 36,
      "gpaPercentile": 54,
      "countPercentile": 6,
      "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": true
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": false
        }
      ]
    }
  }
]
```

#### 1204

##### term

1204

##### gpa

3.9615384615384617

##### count

26

##### departments

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

#### 1224

##### term

1224

##### gpa

3.4

##### count

55

##### university

###### size

1171

###### gpa Percentile

29

###### count Percentile

41

###### 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": 43,
      "countPercentile": 31,
      "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

##### count

49

##### university

###### size

1188

###### gpa Percentile

6

###### count Percentile

34

###### 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   | true    |
| 3.2–3.6 | 374   | false   |
| 3.6–4.0 | 650   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 41,
      "gpaPercentile": 0,
      "countPercentile": 20,
      "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": true
        },
        {
          "range": "3.2–3.6",
          "count": 22,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": false
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.382978723404255

##### count

47

##### university

###### size

1241

###### gpa Percentile

24

###### count Percentile

32

###### 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   | true    |
| 3.6–4.0 | 706   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 38,
      "gpaPercentile": 30,
      "countPercentile": 16,
      "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": true
        },
        {
          "range": "3.6–4.0",
          "count": 18,
          "current": false
        }
      ]
    }
  }
]
```

#### 1254

##### term

1254

##### gpa

3.414772727272727

##### count

88

##### university

###### size

1289

###### gpa Percentile

25

###### count Percentile

63

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 40,
      "gpaPercentile": 36,
      "countPercentile": 51,
      "medianCount": 87.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 16,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 16,
          "current": false
        }
      ]
    }
  }
]
```

#### 1264

##### term

1264

##### gpa

3.5684931506849313

##### count

73

##### university

###### size

1283

###### gpa Percentile

35

###### count Percentile

54

###### median Count

66

###### histogram

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

##### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 45,
      "gpaPercentile": 43,
      "countPercentile": 50,
      "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": true
        },
        {
          "range": "3.6–4.0",
          "count": 25,
          "current": false
        }
      ]
    }
  }
]
```

### benchmarks

#### all

##### school

###### size

5227

###### gpa

3.6504327751213874

###### top Share

81.28502516058147

###### count

211

##### ECE

###### size

135

###### gpa

3.57334225238646

###### top Share

76.70722943242758

###### count

230

#### 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

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### ECE

###### size

20

###### gpa

3.110370466319829

###### top Share

50.72606982804236

###### count

46

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

###### ECE

###### size

20

###### gpa

3.261413632703916

###### top Share

56.446724340169375

###### count

40

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### ECE

###### size

16

###### gpa

3.0875185917763455

###### top Share

46.018020594418786

###### count

47.5

##### 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

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

###### ECE

###### size

18

###### gpa

3.1709531378777993

###### top Share

48.482368483424565

###### count

52

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### ECE

###### size

22

###### gpa

3.165502628163506

###### top Share

51.66541549824097

###### count

48.5

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### ECE

###### size

18

###### gpa

3.0763591673236226

###### top Share

47.17040644572389

###### count

55.5

##### 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

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### ECE

###### size

22

###### gpa

3.144458106909116

###### top Share

49.77358787545943

###### count

49

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### ECE

###### size

25

###### gpa

3.270248107160397

###### top Share

57.95297253539389

###### count

49

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### ECE

###### size

22

###### gpa

3.2619273221601444

###### top Share

56.5536768995059

###### count

60.5

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### ECE

###### size

31

###### gpa

3.341669205733449

###### top Share

60.24866562304859

###### count

53

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### ECE

###### size

26

###### gpa

3.3422063178165016

###### top Share

62.38776016208119

###### count

69

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

###### ECE

###### size

34

###### gpa

3.308741102061444

###### top Share

59.724830536617226

###### count

60

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### ECE

###### size

29

###### gpa

3.3963570521991486

###### top Share

65.23099367558979

###### count

59

##### 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

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### ECE

###### size

32

###### gpa

3.319518625747047

###### top Share

59.51472818692325

###### count

68

##### 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

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### ECE

###### size

35

###### gpa

3.3883507843058354

###### top Share

63.7905998393372

###### count

72

##### 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

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

###### ECE

###### size

40

###### gpa

3.456923604087721

###### top Share

68.99771043518125

###### count

63

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### ECE

###### size

34

###### gpa

3.4797837203421706

###### top Share

70.14653057475711

###### count

84.5

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### ECE

###### size

38

###### gpa

3.447533461703932

###### top Share

70.3070826404184

###### count

77

##### 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

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### ECE

###### size

40

###### gpa

3.5198762319632855

###### top Share

74.0918065550377

###### count

87.5

##### 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_b71ceaf86d955a1ca6815053",
    "name": "STEVEN FREDETTE",
    "count": 222,
    "terms": [
      {
        "term": "1144",
        "count": 37,
        "sections": 1,
        "gpa": 3.0945945945945947
      },
      {
        "term": "1154",
        "count": 36,
        "sections": 3,
        "gpa": 3.5972222222222223
      },
      {
        "term": "1162",
        "count": 9,
        "sections": 1,
        "gpa": 3.388888888888889
      },
      {
        "term": "1164",
        "count": 25,
        "sections": 3,
        "gpa": 3.32
      },
      {
        "term": "1174",
        "count": 28,
        "sections": 1,
        "gpa": 3.5535714285714284
      },
      {
        "term": "1182",
        "count": 11,
        "sections": 1,
        "gpa": 2.8636363636363638
      },
      {
        "term": "1184",
        "count": 34,
        "sections": 1,
        "gpa": 3.3970588235294117
      },
      {
        "term": "1192",
        "count": 8,
        "sections": 1,
        "gpa": 3.5625
      },
      {
        "term": "1194",
        "count": 34,
        "sections": 2,
        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_ce897d2479894f93b076d828",
    "name": "DONALD W. NOVOTNY",
    "count": 173,
    "terms": [
      {
        "term": "1074",
        "count": 19,
        "sections": 1,
        "gpa": 2.8421052631578947
      },
      {
        "term": "1082",
        "count": 5,
        "sections": 1,
        "gpa": 3.6
      },
      {
        "term": "1084",
        "count": 28,
        "sections": 3,
        "gpa": 3.0357142857142856
      },
      {
        "term": "1094",
        "count": 27,
        "sections": 3,
        "gpa": 2.962962962962963
      },
      {
        "term": "1102",
        "count": 13,
        "sections": 2,
        "gpa": 3.1153846153846154
      },
      {
        "term": "1104",
        "count": 21,
        "sections": 2,
        "gpa": 2.9047619047619047
      },
      {
        "term": "1112",
        "count": 7,
        "sections": 2,
        "gpa": 3.4285714285714284
      },
      {
        "term": "1114",
        "count": 18,
        "sections": 3,
        "gpa": 2.861111111111111
      },
      {
        "term": "1122",
        "count": 6,
        "sections": 2,
        "gpa": 3.5
      },
      {
        "term": "1124",
        "count": 23,
        "sections": 3,
        "gpa": 2.760869565217391
      },
      {
        "term": "1154",
        "count": 6,
        "sections": 1,
        "gpa": 3.6666666666666665
      }
    ]
  },
  {
    "uid": "instructor_291ec482be1121a6fe38c721",
    "name": "PATRICK FLANNERY",
    "count": 161,
    "terms": [
      {
        "term": "1254",
        "count": 88,
        "sections": 1,
        "gpa": 3.414772727272727
      },
      {
        "term": "1264",
        "count": 73,
        "sections": 1,
        "gpa": 3.5684931506849313
      }
    ]
  },
  {
    "uid": "instructor_f1f46f808d3e807d0017e43d",
    "name": "DANIEL COLIN LUDOIS",
    "count": 96,
    "terms": [
      {
        "term": "1234",
        "count": 49,
        "sections": 1,
        "gpa": 3
      },
      {
        "term": "1244",
        "count": 47,
        "sections": 1,
        "gpa": 3.382978723404255
      }
    ]
  },
  {
    "uid": "instructor_78e16fb219769a48b05687be",
    "name": "PIA STRAMPP",
    "count": 81,
    "terms": [
      {
        "term": "1204",
        "count": 26,
        "sections": 1,
        "gpa": 3.9615384615384617
      },
      {
        "term": "1224",
        "count": 55,
        "sections": 2,
        "gpa": 3.4
      }
    ]
  },
  {
    "uid": "instructor_89a977ba8f4a3a9d16333939",
    "name": "VENKATA VENKATARAMANAN",
    "count": 57,
    "terms": [
      {
        "term": "1134",
        "count": 31,
        "sections": 1,
        "gpa": 3.7419354838709675
      },
      {
        "term": "1204",
        "count": 26,
        "sections": 1,
        "gpa": 3.9615384615384617
      }
    ]
  }
]
```

## following

| code    | title                                  |
| ------- | -------------------------------------- |
| ECE 304 | ELECTRIC MACHINES LABORATORY           |
| ECE 411 | INTRODUCTION TO ELECTRIC DRIVE SYSTEMS |

## projection

### target

1272

### gpa

3.3894745702885047

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 28.728967247537017  |
| AB    | 39.27557718447488   |
| B     | 18.79717006118587   |
| BC    | 8.541920429963321   |
| C     | 4.16439155773544    |
| D     | 0.49197351910345716 |
| F     | 0                   |

### source Terms

* 1264
* 1254
* 1244
* 1234
* 1224

### source Count

312

### same Season

false

### historical Range

* 2.9999999999999996
* 3.5684931506849313
