# ECE 411: Introduction to Electric Drive Systems | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_411) ## 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 9fc44d2f99804ac0300f23c93948f7cf658577dcb7a08ffbaab76c0065f04bdf ### course id ECE 411 ### course uid course\_e3e02c2137f67e4a7df59b05 ### catalog version id bdbee6f96de35d01e2e1ea6efb903e58dae8cb95450cbf795e74673d7996018a ### course number 411 ### subjects * ECE ### title INTRODUCTION TO ELECTRIC DRIVE SYSTEMS ### description Basic concepts of electric drive systems. Emphasis on system analysis and application. Topics include: dc machine control, variable frequency operation of induction and synchronous machines, unbalanced operation, scaling laws, adjustable speed drives, adjustable torque drives, coupled circuit modeling of ac machines. ### requirements text (E C E 355,356, or377), graduate/professional standing, or member of Engineering Guest Students, or declared in Power Conversion and Control Capstone Certificate ### credits min 3 ### credits max 3 ### credit offering ids * 1272:320:006357 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id ff91ee45ae1d4c7437e6761e4395811f06952aec99e946c68586c216c1d40a64 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to electric drive systems, emphasizing system analysis, machine control, and power electronics applications. ### llm topics * DC machine control * Variable frequency operation of induction and synchronous machines * Unbalanced operation * Scaling laws * Adjustable speed drives * Adjustable torque drives * Coupled circuit modeling of AC machines ### llm skills * System analysis and coupled circuit modeling of AC machines. * DC machine control and variable frequency operation of induction and synchronous machines. * Analysis of unbalanced operation and scaling laws. * Design and application of adjustable speed and torque drives. ### llm assumed background * Electromechanical energy conversion, coupled circuit analysis, and power electronics fundamentals. ### llm search phrases * electric drive systems * motor control * power electronics * electromechanical conversion * adjustable speed drives ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 4ba195ec895f9a5f8300ae7e2f56abe74abc39f1714dd5382dfd7608e2c4bafa #### course id ECE 411 #### current instructors ```json [ { "instructor_uid": "instructor_79d44a3f2cf8d53550076114", "message": null, "name": "Patrick Flannery", "review_status": "supported", "rmp_instructor_id": "rmp:3150819", "summary": [ { "citations": [ { "instructor_name": "Patrick Flannery", "review_date": "2026-01-25 17:31:02 +0000 UTC", "review_id": "1fd2096a749196006b97aaff", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNTQ3MDc4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" }, { "instructor_name": "Patrick Flannery", "review_date": "2026-03-25 13:42:36 +0000 UTC", "review_id": "f1a9c754665cd04168766998", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNzM1OTA4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" } ], "text": "Patrick Flannery provides clear notes and explains complex concepts simply, though the class is difficult. He offers test corrections and extra credit, but the course relies heavily on MATLAB." }, { "citations": [ { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.81 GPA, 100.0% A/AB (n=13 letter grades); Fall 2023: 3.55 GPA, 73.3% A/AB (n=30 letter grades); Fall 2025: 3.63 GPA, 85.7% A/AB (n=77 letter grades)." } ] } ] ``` #### difficulty workload The course requires six homeworks, three exams, and a final project, with exams noted as difficult but offering test corrections and extra credit. ```json { "citations": [ { "instructor_name": "Patrick Flannery", "review_date": "2026-01-25 17:31:02 +0000 UTC", "review_id": "1fd2096a749196006b97aaff", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNTQ3MDc4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" }, { "instructor_name": "Patrick Flannery", "review_date": "2026-03-25 13:42:36 +0000 UTC", "review_id": "f1a9c754665cd04168766998", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNzM1OTA4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Thomas Jahns describe him as a thorough lecturer who encourages independent thinking. Reviewers note that exams are challenging, but he allows students to correct errors for partial credit. One reviewer highlights his expertise in electric drives and advises being respectful of his passion for machines. ```json { "citations": [ { "instructor_name": "Thomas Jahns", "review_date": "2012-11-08 22:51:38 +0000 UTC", "review_id": "24792c81e571db9b2a5682ce", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1232474", "source_review_id": "UmF0aW5nLTIwODAzOTI1", "source_url": "https://www.ratemyprofessors.com/professor/1232474", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Patrick Flannery teaches a difficult but well-supported course with clear explanations and grading leniency, though MATLAB usage is a key requirement. ```json { "citations": [ { "instructor_name": "Patrick Flannery", "review_date": "2026-01-25 17:31:02 +0000 UTC", "review_id": "1fd2096a749196006b97aaff", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNTQ3MDc4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" }, { "instructor_name": "Patrick Flannery", "review_date": "2026-03-25 13:42:36 +0000 UTC", "review_id": "f1a9c754665cd04168766998", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNzM1OTA4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.32 GPA, 59.4% A/AB (n=69 letter grades); Fall 2024: 3.06 GPA, 50.0% A/AB (n=32 letter grades); Fall 2025: 3.63 GPA, 85.7% A/AB (n=77 letter grades). ```json { "citations": [ { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Reviewers appreciate Flannery's ability to explain complicated concepts simply and his clear notes, making the material accessible despite the course difficulty. ```json { "citations": [ { "instructor_name": "Patrick Flannery", "review_date": "2026-03-25 13:42:36 +0000 UTC", "review_id": "f1a9c754665cd04168766998", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3150819", "source_review_id": "UmF0aW5nLTQyNzM1OTA4", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history PATRICK FLANNERY is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` THOMAS JAHNS is recorded teaching in Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "ECE 411", 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"madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ECE 411", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "source_record": { "entity_id": "bb03af0f-4ac8-31ad-82ee-fb7936a79d99", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "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 355,356, or377), graduate/professional standing, or member of Engineering Guest Students, or declared in Power Conversion and Control Capstone Certificate", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 355, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "E C E 355", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 356, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "356", "id": "n2", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 377, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "or377", "id": "n3", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n4", "kind": "condition" } ] ``` #### notes * The phrase 'member of Engineering Guest Students' and 'declared in Power Conversion and Control Capstone Certificate' are verbatim conditions not present in linked\_courses, but the parser has included the primary course/standing options. To * strictly adhere to the 'all nodes reachable' and 'verbatim condition' rules, the full list of alternatives should be nodes. However, the prompt example shows splitting 'MATH 221 or consent' into course and condition. Here we have 4 distinct * alternatives. n1, n2, n3 are courses. n4 is a condition. The other two alternatives 'member of Engineering Guest Students' and 'declared in...' are missing from the nodes list in this draft. I must include them. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_79d44a3f2cf8d53550076114", "source": "enrollment", "source_instructor_id": "psflannery", "identity_basis": "netid", "identity_status": "source_identified", "name": "Patrick Flannery", "email": "PSFLANNERY@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 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 }, "instructor_url": "/instructors/PATRICK_FLANNERY" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:320:006357", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1272", "source_course_id": "006357", "source_subject_id": "320", "title": "Introduction to Electric Drive Systems", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:11513", "term_id": "1272", "source_section_id": "11513", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 60, "enrolled": 44, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_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_e02b54db39da2fa61235cea9", "source": "madgrades", "source_instructor_id": "2601444", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS A LIPO", "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": 3.537, "graded": 27, "counts": [ 11, 10, 4, 1, 1, 0, 0 ], "sections": 71 }, "instructor_url": "/instructors/THOMAS_A_LIPO--instructor_e02b54db39da2fa61235cea9" }, { "instructor_uid": "instructor_25271e02d6262b93775200b4", "source": "madgrades", "source_instructor_id": "3011916", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS JAHNS", "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": 4, "quality": 4.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:1232474", "source_url": "https://www.ratemyprofessors.com/professor/1232474", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:07.778107+00:00", "courses": { "course_2a4a3fa1d1e406e446d50b8a": { "review_count": 2, "quality": 3.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_e3e02c2137f67e4a7df59b05": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_c0ebe6c49e0bb97123ed508f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7580714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.232, "graded": 1417, "counts": [ 339, 377, 472, 121, 83, 20, 5 ], "sections": 231 }, "instructor_url": "/instructors/THOMAS_JAHNS--instructor_25271e02d6262b93775200b4" }, { "instructor_uid": "instructor_32c25d65f46ae7dd18f147a1", "source": "madgrades", "source_instructor_id": "4277019", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LARRY JUANG", "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": 3.38, "graded": 25, "counts": [ 12, 5, 3, 2, 2, 1, 0 ], "sections": 2 }, "instructor_url": "/instructors/LARRY_JUANG" }, { "instructor_uid": "instructor_cb9de536816956714e042a89", "source": "madgrades", "source_instructor_id": "3740300", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES MCFARLAND", "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": 3.152, "graded": 23, "counts": [ 6, 5, 7, 2, 2, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/JAMES_MCFARLAND--instructor_cb9de536816956714e042a89" }, { "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_7e6d1ddd9eadd962c51f54b8", "source": "madgrades", "source_instructor_id": "504156", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD SCHIFERL", "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": 3.33, "graded": 132, "counts": [ 44, 42, 26, 9, 7, 2, 2 ], "sections": 13 }, "instructor_url": "/instructors/RICHARD_SCHIFERL" }, { "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" }, { "instructor_uid": "instructor_79d44a3f2cf8d53550076114", "source": "enrollment", "source_instructor_id": "psflannery", "identity_basis": "netid", "identity_status": "source_identified", "name": "Patrick Flannery", "email": "PSFLANNERY@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 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 }, "instructor_url": "/instructors/PATRICK_FLANNERY" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "DONALD W. NOVOTNY", "THOMAS A LIPO" ], "a": 9, "ab": 7, "b": 5, "bc": 4, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 2, "other": 0, "total": 29, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "DONALD W. NOVOTNY", "Thomas Jahns" ], "a": 6, "ab": 4, "b": 6, "bc": 2, "c": 1, "d": 2, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "DONALD W. NOVOTNY", "LARRY JUANG", "Thomas Jahns" ], "a": 7, "ab": 6, "b": 6, "bc": 2, "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": 26, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Thomas Jahns" ], "a": 5, "ab": 12, "b": 22, "bc": 6, "c": 3, "d": 2, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "Thomas Jahns" ], "a": 7, "ab": 6, "b": 16, "bc": 7, "c": 3, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "JAMES MCFARLAND", "Thomas Jahns" ], "a": 6, "ab": 8, "b": 23, "bc": 6, "c": 5, "d": 2, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 52, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Thomas Jahns" ], "a": 8, "ab": 7, "b": 23, "bc": 7, "c": 3, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 2, "other": 0, "total": 51, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Daniel Ludois", "Thomas Jahns" ], "a": 9, "ab": 13, "b": 10, "bc": 5, "c": 8, "d": 1, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Daniel Ludois", "Thomas Jahns" ], "a": 11, "ab": 16, "b": 16, "bc": 4, "c": 2, "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": 50, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Daniel Ludois", "Thomas Jahns" ], "a": 9, "ab": 12, "b": 15, "bc": 2, "c": 3, "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": 41, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Daniel Ludois", "RICHARD SCHIFERL" ], "a": 6, "ab": 14, "b": 15, "bc": 6, "c": 4, "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": 47, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Daniel Ludois", "RICHARD SCHIFERL" ], "a": 13, "ab": 11, "b": 16, "bc": 4, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 45, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Daniel Ludois", "RICHARD SCHIFERL" ], "a": 16, "ab": 21, "b": 13, "bc": 4, "c": 3, "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": 57, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "RICHARD SCHIFERL", "Thomas Jahns" ], "a": 11, "ab": 11, "b": 10, "bc": 6, "c": 7, "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": 46, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "RICHARD SCHIFERL", "Thomas Jahns" ], "a": 9, "ab": 11, "b": 9, "bc": 6, "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": 36, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Daniel Ludois", "Patrick Flannery" ], "a": 26, "ab": 18, "b": 13, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 1, "other": 0, "total": 62, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Daniel Ludois", "Patrick Flannery" ], "a": 23, "ab": 16, "b": 7, "bc": 1, "c": 1, "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": 50, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Daniel Ludois", "Patrick Flannery" ], "a": 28, "ab": 13, "b": 15, "bc": 5, "c": 7, "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": 69, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Daniel Ludois" ], "a": 7, "ab": 9, "b": 10, "bc": 1, "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": 32, "source_aliases": [ "ECE 411" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 411", "course_uid": "course_e3e02c2137f67e4a7df59b05", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Patrick Flannery" ], "a": 33, "ab": 33, "b": 9, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 78, "source_aliases": [ "ECE 411" ] } ] ``` ### statistics #### gpa 3.227 #### graded 924 #### counts * 249 * 248 * 259 * 82 * 60 * 16 * 10 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e3e02c2137f67e4a7df59b05-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e3e02c2137f67e4a7df59b05-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e3e02c2137f67e4a7df59b05-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e3e02c2137f67e4a7df59b05-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_e3e02c2137f67e4a7df59b05-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e3e02c2137f67e4a7df59b05-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_e3e02c2137f67e4a7df59b05-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_e3e02c2137f67e4a7df59b05-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e3e02c2137f67e4a7df59b05-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e3e02c2137f67e4a7df59b05-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.227272727272727 #### count 924 #### university ##### size 4146 ##### gpa Percentile 9 ##### count Percentile 84 ##### median Count 193 ##### 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 | 10 | false | | 2.8–3.2 | 326 | false | | 3.2–3.6 | 1185 | true | | 3.6–4.0 | 2625 | false | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 105, "gpaPercentile": 15, "countPercentile": 75, "medianCount": 283, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 42, "current": true }, { "range": "3.6–4.0", "count": 49, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.3653846153846154 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1082 ##### term 1082 ##### gpa 3.0952380952380953 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1092 ##### term 1092 ##### gpa 3.1153846153846154 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1102 ##### term 1102 ##### gpa 3.02 ##### count 50 ##### university ###### size 774 ###### gpa Percentile 19 ###### count Percentile 35 ###### 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 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | true | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 22, "gpaPercentile": 48, "countPercentile": 52, "medianCount": 48.5, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 11, "current": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1112 ##### term 1112 ##### gpa 2.9878048780487805 ##### count 41 ##### university ###### size 805 ###### gpa Percentile 16 ###### count Percentile 23 ###### 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 | 45 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 27, "gpaPercentile": 19, "countPercentile": 42, "medianCount": 42, "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": 14, "current": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 2.9019607843137254 ##### count 51 ##### university ###### size 804 ###### gpa Percentile 11 ###### count Percentile 35 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | true | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 25, "gpaPercentile": 17, "countPercentile": 54, "medianCount": 49, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 9, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1132 ##### term 1132 ##### gpa 3.061224489795918 ##### count 49 ##### university ###### size 851 ###### gpa Percentile 20 ###### count Percentile 35 ###### 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 | 40 | false | | 2.8–3.2 | 234 | true | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 31, "gpaPercentile": 20, "countPercentile": 40, "medianCount": 53, "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": 11, "current": true }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 2.82 ##### count 50 ##### university ###### size 853 ###### gpa Percentile 5 ###### count Percentile 35 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | true | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 34, "gpaPercentile": 6, "countPercentile": 39, "medianCount": 60, "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": true }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.24 ##### count 50 ##### university ###### size 918 ###### gpa Percentile 33 ###### count Percentile 35 ###### 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 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 30, "gpaPercentile": 41, "countPercentile": 38, "medianCount": 62, "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": 12, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.268292682926829 ##### count 41 ##### university ###### size 954 ###### gpa Percentile 33 ###### count Percentile 22 ###### median Count 64.5 ###### 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 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 42, "countPercentile": 6, "medianCount": 68, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.021276595744681 ##### count 47 ##### university ###### size 991 ###### gpa Percentile 12 ###### count Percentile 31 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | true | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 35, "gpaPercentile": 15, "countPercentile": 26, "medianCount": 72, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 12, "current": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.3444444444444446 ##### count 45 ##### university ###### size 1025 ###### gpa Percentile 35 ###### count Percentile 27 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 36, "countPercentile": 28, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.3771929824561404 ##### count 57 ##### university ###### size 1077 ###### gpa Percentile 37 ###### count Percentile 41 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 38, "gpaPercentile": 41, "countPercentile": 24, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.097826086956522 ##### count 46 ##### university ###### size 1102 ###### gpa Percentile 14 ###### 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 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 37, "gpaPercentile": 11, "countPercentile": 14, "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": 10, "current": true }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.2916666666666665 ##### count 36 ##### university ###### size 1111 ###### gpa Percentile 20 ###### count Percentile 13 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 23, "countPercentile": 15, "medianCount": 66, "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": 19, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.55 ##### count 60 ##### university ###### size 1157 ###### gpa Percentile 42 ###### count Percentile 46 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 60, "countPercentile": 30, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 18, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.49 ##### count 50 ##### university ###### size 1216 ###### gpa Percentile 35 ###### count Percentile 36 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 56, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.318840579710145 ##### count 69 ##### university ###### size 1295 ###### gpa Percentile 21 ###### count Percentile 51 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 33, "countPercentile": 30, "medianCount": 83, "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": 18, "current": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.0625 ##### count 32 ##### university ###### size 1333 ###### gpa Percentile 5 ###### count Percentile 5 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | true | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 7, "countPercentile": 5, "medianCount": 74, "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": 23, "current": false }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.6298701298701297 ##### count 77 ##### university ###### size 1320 ###### gpa Percentile 42 ###### count Percentile 53 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 65, "countPercentile": 38, "medianCount": 82, "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": 17, "current": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4146 ###### gpa 3.655576857310451 ###### top Share 81.61127984016484 ###### count 193 ##### ECE ###### size 105 ###### gpa 3.562283677636596 ###### top Share 75.88291994280982 ###### count 283 #### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ECE ###### size 30 ###### gpa 3.3140597882926164 ###### top Share 61.06564628590848 ###### count 62 ##### 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 ##### 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 ##### 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 ##### 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 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ECE ###### size 37 ###### gpa 3.4499953407109865 ###### top Share 70.66752329901533 ###### count 78 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ECE ###### size 41 ###### gpa 3.5390420098740205 ###### top Share 74.4144228117487 ###### count 66 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ECE ###### size 41 ###### gpa 3.502469130958549 ###### top Share 72.06914460291064 ###### count 70 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ECE ###### size 41 ###### gpa 3.4916867437115484 ###### top Share 71.95296745580877 ###### count 83 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ECE ###### size 44 ###### gpa 3.5595929340853747 ###### top Share 76.26079811550397 ###### count 74 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ECE ###### size 41 ###### gpa 3.5162416044524014 ###### top Share 73.72561877957347 ###### count 82 ## instructor Trends ```json [ { "uid": "instructor_f1f46f808d3e807d0017e43d", "name": "DANIEL COLIN LUDOIS", "count": 343, "terms": [ { "term": "1142", "count": 33, "sections": 1, "gpa": 2.772727272727273 }, { "term": "1152", "count": 40, "sections": 1, "gpa": 3.3625 }, { "term": "1162", "count": 23, "sections": 1, "gpa": 3.4130434782608696 }, { "term": "1172", "count": 25, "sections": 1, "gpa": 3.14 }, { "term": "1182", "count": 33, "sections": 1, "gpa": 3.3636363636363638 }, { "term": "1192", "count": 38, "sections": 1, "gpa": 3.3026315789473686 }, { "term": "1222", "count": 43, "sections": 1, "gpa": 3.4767441860465116 }, { "term": "1232", "count": 37, "sections": 1, "gpa": 3.3783783783783785 }, { "term": "1242", "count": 39, "sections": 1, "gpa": 3.141025641025641 }, { "term": "1252", "count": 32, "sections": 1, "gpa": 3.0625 } ] }, { "uid": "instructor_25271e02d6262b93775200b4", "name": "THOMAS JAHNS", "count": 314, "terms": [ { "term": "1082", "count": 21, "sections": 3, "gpa": 3.0952380952380953 }, { "term": "1092", "count": 8, "sections": 3, "gpa": 3 }, { "term": "1102", "count": 50, "sections": 3, "gpa": 3.02 }, { "term": "1112", "count": 41, "sections": 3, "gpa": 2.9878048780487805 }, { "term": "1122", "count": 51, "sections": 3, "gpa": 2.9019607843137254 }, { "term": "1132", "count": 49, "sections": 3, "gpa": 3.061224489795918 }, { "term": "1142", "count": 17, "sections": 2, "gpa": 2.911764705882353 }, { "term": "1152", "count": 10, "sections": 1, "gpa": 2.75 }, { "term": "1162", "count": 18, "sections": 2, "gpa": 3.0833333333333335 }, { "term": "1202", "count": 29, "sections": 1, "gpa": 3.0517241379310347 }, { "term": "1212", "count": 20, "sections": 1, "gpa": 3.05 } ] }, { "uid": "instructor_291ec482be1121a6fe38c721", "name": "PATRICK FLANNERY", "count": 137, "terms": [ { "term": "1222", "count": 17, "sections": 1, "gpa": 3.735294117647059 }, { "term": "1232", "count": 13, "sections": 1, "gpa": 3.8076923076923075 }, { "term": "1242", "count": 30, "sections": 1, "gpa": 3.55 }, { "term": "1262", "count": 77, "sections": 2, "gpa": 3.6298701298701297 } ] }, { "uid": "instructor_7e6d1ddd9eadd962c51f54b8", "name": "RICHARD SCHIFERL", "count": 86, "terms": [ { "term": "1172", "count": 22, "sections": 2, "gpa": 2.8863636363636362 }, { "term": "1182", "count": 12, "sections": 2, "gpa": 3.2916666666666665 }, { "term": "1192", "count": 19, "sections": 1, "gpa": 3.526315789473684 }, { "term": "1202", "count": 17, "sections": 1, "gpa": 3.176470588235294 }, { "term": "1212", "count": 16, "sections": 1, "gpa": 3.59375 } ] }, { "uid": "instructor_ce897d2479894f93b076d828", "name": "DONALD W. NOVOTNY", "count": 40, "terms": [ { "term": "1072", "count": 8, "sections": 3, "gpa": 3.3125 }, { "term": "1082", "count": 6, "sections": 2, "gpa": 2.9166666666666665 }, { "term": "1092", "count": 26, "sections": 4, "gpa": 3.1153846153846154 } ] }, { "uid": "instructor_cb9de536816956714e042a89", "name": "JAMES MCFARLAND", "count": 23, "terms": [ { "term": "1122", "count": 23, "sections": 1, "gpa": 3.152173913043478 } ] }, { "uid": "instructor_32c25d65f46ae7dd18f147a1", "name": "LARRY JUANG", "count": 18, "terms": [ { "term": "1092", "count": 18, "sections": 1, "gpa": 3.1666666666666665 } ] }, { "uid": "instructor_e02b54db39da2fa61235cea9", "name": "THOMAS A LIPO", "count": 18, "terms": [ { "term": "1072", "count": 18, "sections": 1, "gpa": 3.388888888888889 } ] } ] ``` ## following | code | title | | ------- | ------------------------------------------ | | ECE 504 | ELECTRIC MACHINE & DRIVE SYSTEM LABORATORY | | ECE 511 | THEORY AND CONTROL OF SYNCHRONOUS MACHINES | | ECE 711 | DYNAMICS AND CONTROL OF AC DRIVES | | ECE 713 | ELECTROMAGNETIC DESIGN OF AC MACHINES | ## projection ### target 1272 ### interval #### lower 3.08 #### upper 3.73 #### coverage 80 #### terms 8 ### gpa 3.404595460758157 ### grades | grade | percentage | | ----- | ------------------ | | A | 37.966887994773266 | | AB | 31.558517929448954 | | B | 19.825089788564735 | | BC | 3.606739972083597 | | C | 3.9265291200187633 | | D | 1.7920038077106137 | | F | 1.3242313874000646 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 288 ### same Season true ### historical Range * 3.0625 * 3.62987012987013 ### backtest #### terms 8 #### gpa Error 0.20060060528915236 #### mix Error 17.50375208011745