# ECE 203: Signals, Information, and Computation | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_203) ## 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 826b33a0d5ce564df6d7ea7f3013d5680243d1f65acf9ba0e4804cabe8a5dcbe ### course id ECE 203 ### course uid course\_1c943aa88ab6f61c9fa4c558 ### catalog version id 4364734b450c468dc4a0cc6db93c036ebdcfd75a5f7adf90b5b68d59810a0c02 ### course number 203 ### subjects * ECE ### title SIGNALS, INFORMATION, AND COMPUTATION ### description Introduction to the signals, information, and computational techniques in electrical engineering. ### requirements text (MATH 211, 217, or221) or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:320:023741 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id be7664e6c7b64b3457bee0181de4292c44ae080f83be55cf669f740da8acedff ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 203 introduces signals, information, and computational techniques in electrical engineering. ### llm topics * Signals * Information * Computational techniques ### llm skills * Understanding signals, information, and computational techniques ### llm assumed background * Calculus (differential and integral) ### llm search phrases * signals and systems introduction * electrical engineering computation * information theory basics * ECE 203 signals ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 89ef64fb2abf082c572ae4e5de22ffb075f1cc91e021f3913a69818cf39a13e4 #### course id ECE 203 #### current instructors ```json [ { "instructor_uid": "instructor_5ee5bd10cc663688498dd17b", "message": null, "name": "Eduardo Romero Arvelo", "review_status": "supported", "rmp_instructor_id": "rmp:2610349", "summary": [ { "citations": [ { "instructor_name": "Eduardo Arvelo", "review_date": "2021-01-08 07:26:16 +0000 UTC", "review_id": "484e3da07b76d8ec5951b2a0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0MjUyNTQz", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2021-03-25 07:27:06 +0000 UTC", "review_id": "589518ca31602a25f63c2b9c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0NDcyNjE1", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2021-05-18 15:54:52 +0000 UTC", "review_id": "900157d55c63ebf532156e3b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0ODE2NzQz", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2022-09-22 19:30:43 +0000 UTC", "review_id": "07fbc8e94b5374f1c0937b21", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM2NjU2MjY5", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-03-29 23:58:11 +0000 UTC", "review_id": "ab4544dc445f42aa8a41a976", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM3NTU3NDcw", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-11-03 16:43:08 +0000 UTC", "review_id": "b728a9b0af7c8b9fd132430d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM4MzM4MjY4", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-11-14 05:49:51 +0000 UTC", "review_id": "a45454aa21024ee854233d3d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM4Mzg2NzIy", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2026-04-27 20:30:15 +0000 UTC", "review_id": "b99cbe23141238b50c3992e5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTQyOTQ2Nzc5", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" } ], "text": "Eduardo Romero Arvelo is consistently praised as accessible, friendly, and dedicated to student understanding. Reviewers highlight his responsiveness on Piazza, willingness to extend office hours, and supportive nature during labs and in-class activities. Students describe him as a top-tier instructor who ensures conceptual mastery rather than just correct answers." }, { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2022: 3.43 GPA, 65.9% A/AB (n=82 letter grades); Fall 2022: 3.57 GPA, 76.9% A/AB (n=78 letter grades); Spring 2026: 3.42 GPA, 70.9% A/AB (n=79 letter grades)." } ] } ] ``` #### difficulty workload Learning relies heavily on completing exercises and attending labs, with a flipped classroom structure requiring students to watch lectures independently before engaging in in-class activities. ```json { "citations": [ { "instructor_name": "Eduardo Arvelo", "review_date": "2021-03-25 07:27:06 +0000 UTC", "review_id": "589518ca31602a25f63c2b9c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0NDcyNjE1", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2026-04-27 20:30:15 +0000 UTC", "review_id": "b99cbe23141238b50c3992e5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTQyOTQ2Nzc5", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" } ] } ``` #### errors None recorded. #### historical context Eduardo Romero Arvelo has no reviews in the provided data. Historical reviews for Feng Ye and Robert Nowak describe significant issues with lecture quality, course design, and grading feedback, though some students found Ye approachable and Nowak's TAs helpful. ```json { "citations": [ { "instructor_name": "Feng Ye", "review_date": "2023-12-22 16:07:49 +0000 UTC", "review_id": "d2aeb75310862c2ce453d835", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2948393", "source_review_id": "UmF0aW5nLTM4Nzc2MjY4", "source_url": "https://www.ratemyprofessors.com/professor/2948393", "type": "review" }, { "instructor_name": "Feng Ye", "review_date": "2024-11-21 17:41:34 +0000 UTC", "review_id": "26d5b921ab6787e115d29054", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2948393", "source_review_id": "UmF0aW5nLTQwMDAzODky", "source_url": "https://www.ratemyprofessors.com/professor/2948393", "type": "review" }, { "instructor_name": "Robert Nowak", "review_date": "2024-12-16 05:58:53 +0000 UTC", "review_id": "2dea5178114baa2e467635d9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:329243", "source_review_id": "UmF0aW5nLTQwMzE5MjMy", "source_url": "https://www.ratemyprofessors.com/professor/329243", "type": "review" }, { "instructor_name": "Robert Nowak", "review_date": "2024-12-27 01:28:41 +0000 UTC", "review_id": "832f5ba1969b109f1d60a86b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:329243", "source_review_id": "UmF0aW5nLTQwNDQyNzIx", "source_url": "https://www.ratemyprofessors.com/professor/329243", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Reviewers consistently praise Eduardo Romero Arvelo as an accessible, friendly, and dedicated instructor who provides detailed explanations and extends office hours to support student understanding. ```json { "citations": [ { "instructor_name": "Eduardo Arvelo", "review_date": "2021-01-08 07:26:16 +0000 UTC", "review_id": "484e3da07b76d8ec5951b2a0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0MjUyNTQz", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2021-03-25 07:27:06 +0000 UTC", "review_id": "589518ca31602a25f63c2b9c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0NDcyNjE1", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2021-05-18 15:54:52 +0000 UTC", "review_id": "900157d55c63ebf532156e3b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0ODE2NzQz", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2022-09-22 19:30:43 +0000 UTC", "review_id": "07fbc8e94b5374f1c0937b21", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM2NjU2MjY5", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-03-29 23:58:11 +0000 UTC", "review_id": "ab4544dc445f42aa8a41a976", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM3NTU3NDcw", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-11-03 16:43:08 +0000 UTC", "review_id": "b728a9b0af7c8b9fd132430d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM4MzM4MjY4", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-11-14 05:49:51 +0000 UTC", "review_id": "a45454aa21024ee854233d3d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM4Mzg2NzIy", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2026-04-27 20:30:15 +0000 UTC", "review_id": "b99cbe23141238b50c3992e5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTQyOTQ2Nzc5", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.46 GPA, 70.9% A/AB (n=141 letter grades); Fall 2025: 3.49 GPA, 76.1% A/AB (n=209 letter grades); Spring 2026: 3.43 GPA, 69.0% A/AB (n=184 letter grades). ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students value Arvelo's responsiveness on Piazza and during class, noting that his exams are reasonable and his teaching focuses on deep conceptual understanding rather than just correct answers. ```json { "citations": [ { "instructor_name": "Eduardo Arvelo", "review_date": "2021-03-25 07:27:06 +0000 UTC", "review_id": "589518ca31602a25f63c2b9c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM0NDcyNjE1", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2023-11-03 16:43:08 +0000 UTC", "review_id": "b728a9b0af7c8b9fd132430d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTM4MzM4MjY4", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" }, { "instructor_name": "Eduardo Arvelo", "review_date": "2026-04-27 20:30:15 +0000 UTC", "review_id": "b99cbe23141238b50c3992e5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2610349", "source_review_id": "UmF0aW5nLTQyOTQ2Nzc5", "source_url": "https://www.ratemyprofessors.com/professor/2610349", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BERNARD LESIEUTRE is recorded teaching in Spring 2013, Fall 2021, Spring 2023, Fall 2023, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` CHUNG-HAN HSIEH is recorded teaching in Fall 2017. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" } ] } ``` EDUARDO ROMERO ARVELO is recorded teaching in Fall 2020, Spring 2022, Fall 2022, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` FENG YE is recorded teaching in Fall 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JOHN GUBNER is recorded teaching in Spring 2015, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" } ] } ``` MIKKO LIPASTI is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` ROBERT NOWAK is recorded teaching in Fall 2012, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` YU HU is recorded teaching in Spring 2017, Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "ECE 203", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "source_record": { "entity_id": "e0308318-8e0c-3be6-8333-6fa1d4a4954f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "(MATH 211, 217, or221) or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [ "n3", "n4", "n5" ], "condition": null, "course": null, "evidence": "MATH 211, 217, or221", "id": "n1", "kind": "any" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n2", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 211, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 211", "id": "n3", "kind": "course" }, { "children": [], "condition": "217", "course": null, "evidence": "217", "id": "n4", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 221, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "221", "id": "n5", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------------- | --------------------- | -------------------------------- | -------------------------------- | ------------------------------------ | | instructor\_5ee5bd10cc663688498dd17b | enrollment | romeroarvelo | netid | source\_identified | Eduardo Romero Arvelo | EARVELO\@ECE.WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/EDUARDO\_ROMERO\_ARVELO | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:320:023741", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1272", "source_course_id": "023741", "source_subject_id": "320", "title": "Signals, Information, and Computation", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12257", "term_id": "1272", "source_section_id": "12257", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 114, "enrolled": 114, "waitlisted": 1, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:25878", "term_id": "1272", "source_section_id": "25878", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 100, "enrolled": 112, "waitlisted": 20, "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_a0635de9e0867a015d9ba90e", "source": "madgrades", "source_instructor_id": "669258", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT NOWAK", "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": 21, "quality": 2.9, "difficulty": 4.48, "quality_count": 21, "difficulty_count": 21, "profile_id": "rmp:329243", "source_url": "https://www.ratemyprofessors.com/professor/329243", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:32.056734+00:00", "courses": { "course_b588d52f82ec62f25a4f2ece": { "review_count": 2, "quality": 4.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_1c943aa88ab6f61c9fa4c558": { "review_count": 3, "quality": 1.33, "difficulty": 4, "quality_count": 3, "difficulty_count": 3 }, "course_a7ce5ee394c07ac642067916": { "review_count": 9, "quality": 2.44, "difficulty": 4.67, "quality_count": 9, "difficulty_count": 9 }, "course_e0dea279cb4bde9b3cec752e": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_a4ae993219c28eb4a4c5c7e2": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_368722b4e51915750b4c0050": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.2705784309983392, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.497, "graded": 936, "counts": [ 446, 238, 148, 51, 37, 11, 5 ], "sections": 166 }, "instructor_url": "/instructors/ROBERT_NOWAK--instructor_a0635de9e0867a015d9ba90e" }, { "instructor_uid": "instructor_b7eae26f3a2c356c7034ca99", "source": "madgrades", "source_instructor_id": "4309802", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BERNARD LESIEUTRE", "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": 11, "quality": 4.27, "difficulty": 2.64, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:1649338", "source_url": "https://www.ratemyprofessors.com/professor/1649338", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:56.871027+00:00", "courses": { "course_1c943aa88ab6f61c9fa4c558": { "review_count": 6, "quality": 3.83, "difficulty": 2.5, "quality_count": 6, "difficulty_count": 6 }, "course_b679e3cf25eb2922e638a7d2": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_1d414842d040e66d0ee9e2ac": { "review_count": 4, "quality": 4.75, "difficulty": 3, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8762488926107066, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.519, "graded": 1395, "counts": [ 780, 217, 223, 73, 85, 8, 9 ], "sections": 152 }, "instructor_url": "/instructors/BERNARD_LESIEUTRE--instructor_b7eae26f3a2c356c7034ca99" }, { "instructor_uid": "instructor_49ad2008bae9eaafa29e17ca", "source": "madgrades", "source_instructor_id": "106073", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BILL SETHARES", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.621, "graded": 1733, "counts": [ 1044, 361, 205, 46, 48, 10, 19 ], "sections": 147 }, "instructor_url": "/instructors/BILL_SETHARES--instructor_49ad2008bae9eaafa29e17ca" }, { "instructor_uid": "instructor_f7c312e4d64fa1483275eb3f", "source": "madgrades", "source_instructor_id": "1635627", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MATTHEW MALLOY", "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:2651942", "source_url": "https://www.ratemyprofessors.com/professor/2651942", "match_basis": "exact_name", "observed_at": "2026-09-07 16:19:39.872333+00:00", "courses": { "course_b588d52f82ec62f25a4f2ece": { "review_count": 3, "quality": 5, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.515, "graded": 504, "counts": [ 247, 123, 84, 22, 21, 4, 3 ], "sections": 14 }, "instructor_url": "/instructors/MATTHEW_MALLOY--instructor_f7c312e4d64fa1483275eb3f" }, { "instructor_uid": "instructor_34cd6ba336e132d0316631f3", "source": "madgrades", "source_instructor_id": "5292307", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REBECCA LU", "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": 3.373, "graded": 425, "counts": [ 169, 87, 117, 24, 18, 6, 4 ], "sections": 37 }, "instructor_url": "/instructors/REBECCA_LU" }, { "instructor_uid": "instructor_38edc69039c8c5387d9c7c31", "source": "madgrades", "source_instructor_id": "2600646", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN GUBNER", "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": 29, "quality": 2.38, "difficulty": 4.59, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:1488414", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:31.697532+00:00", "courses": { "course_1c943aa88ab6f61c9fa4c558": { "review_count": 21, "quality": 2.14, "difficulty": 4.52, "quality_count": 21, "difficulty_count": 21 }, "course_6c482ec020432fe1bd6dc1fc": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_bfee169c96c00724aacebfce": { "review_count": 4, "quality": 2.75, "difficulty": 4.75, "quality_count": 4, "difficulty_count": 4 }, "course_2ad9dc37c7e24009a8332e1e": { "review_count": 3, "quality": 3.67, "difficulty": 5, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.9023207279782017, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.184, "graded": 1147, "counts": [ 348, 250, 265, 144, 104, 22, 14 ], "sections": 76 }, "instructor_url": "/instructors/JOHN_GUBNER--instructor_38edc69039c8c5387d9c7c31" }, { "instructor_uid": "instructor_08573dd5525332150a039cef", "source": "madgrades", "source_instructor_id": "2601961", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YU HU", "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": 3.136, "graded": 2227, "counts": [ 506, 568, 608, 332, 141, 35, 37 ], "sections": 198 }, "instructor_url": "/instructors/YU_HU" }, { "instructor_uid": "instructor_58e98c966fcfd0eaf4a562d1", "source": "madgrades", "source_instructor_id": "4994446", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHUNG-HAN HSIEH", "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": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2094049", "source_url": "https://www.ratemyprofessors.com/professor/2094049", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:07.165756+00:00", "courses": { "course_1c943aa88ab6f61c9fa4c558": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.523, "graded": 88, "counts": [ 36, 30, 14, 6, 2, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/CHUNG-HAN_HSIEH--instructor_58e98c966fcfd0eaf4a562d1" }, { "instructor_uid": "instructor_9e19ec129283c63dd0c744a3", "source": "madgrades", "source_instructor_id": "5338145", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AKHIL SUNDARARAJAN", "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": 3.423, "graded": 130, "counts": [ 52, 34, 25, 12, 6, 1, 0 ], "sections": 2 }, "instructor_url": "/instructors/AKHIL_SUNDARARAJAN--instructor_9e19ec129283c63dd0c744a3" }, { "instructor_uid": "instructor_27676dc2887ac73fb41dbfc8", "source": "madgrades", "source_instructor_id": "2601313", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BARRY VANVEEN", "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": 3.529, "graded": 1274, "counts": [ 634, 300, 202, 77, 52, 7, 2 ], "sections": 97 }, "instructor_url": "/instructors/BARRY_VANVEEN--instructor_27676dc2887ac73fb41dbfc8" }, { "instructor_uid": "instructor_4472bd0935ab78477a6cf455", "source": "madgrades", "source_instructor_id": "5836014", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VARUN JOG", "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": 3.504, "graded": 484, "counts": [ 222, 141, 74, 19, 19, 7, 2 ], "sections": 23 }, "instructor_url": "/instructors/VARUN_JOG" }, { "instructor_uid": "instructor_e38c863db9d6842d7de9ba64", "source": "madgrades", "source_instructor_id": "3370518", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PO-LING LOH", "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": 3.595, "graded": 328, "counts": [ 179, 80, 45, 10, 10, 3, 1 ], "sections": 28 }, "instructor_url": "/instructors/PO-LING_LOH--instructor_e38c863db9d6842d7de9ba64" }, { "instructor_uid": "instructor_98b79534439e435d145eeff0", "source": "madgrades", "source_instructor_id": "6088498", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HAU MAN CHU", "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": 3.572, "graded": 235, "counts": [ 114, 65, 38, 12, 6, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/HAU_MAN_CHU--instructor_98b79534439e435d145eeff0" }, { "instructor_uid": "instructor_cabcb61b056d10b1e9d6d30f", "source": "madgrades", "source_instructor_id": "6180953", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BHUVANA KRISHNASWAMY", "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": 3.57, "graded": 631, "counts": [ 331, 161, 85, 30, 15, 5, 4 ], "sections": 65 }, "instructor_url": "/instructors/BHUVANA_KRISHNASWAMY--instructor_cabcb61b056d10b1e9d6d30f" }, { "instructor_uid": "instructor_9649ccb0463afc73de459601", "source": "madgrades", "source_instructor_id": "274266", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIKKO LIPASTI", "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": 26, "quality": 3.38, "difficulty": 2.5, "quality_count": 26, "difficulty_count": 26, "profile_id": "rmp:304354", "source_url": "https://www.ratemyprofessors.com/professor/304354", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:00.794318+00:00", "courses": { "course_883e87fcd87d80e877bb98ab": { "review_count": 7, "quality": 3.86, "difficulty": 2.57, "quality_count": 7, "difficulty_count": 7 }, "course_1c943aa88ab6f61c9fa4c558": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_45a9d9a05cba4d5b592ac7a3": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_42330966f01392dae105b4e1": { "review_count": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_9eb7166a49d161bca95d729f": { "review_count": 11, "quality": 2.91, "difficulty": 2.36, "quality_count": 11, "difficulty_count": 11 } }, "bayesian_quality": 3.501602514585476, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.497, "graded": 2013, "counts": [ 851, 622, 377, 87, 45, 19, 12 ], "sections": 197 }, "instructor_url": "/instructors/MIKKO_LIPASTI--instructor_9649ccb0463afc73de459601" }, { "instructor_uid": "instructor_b15bc374b15a6e0134a830af", "source": "madgrades", "source_instructor_id": "6283002", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EDUARDO ROMERO ARVELO", "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": 3.465, "graded": 1633, "counts": [ 754, 389, 267, 125, 77, 14, 7 ], "sections": 26 }, "instructor_url": "/instructors/EDUARDO_ROMERO_ARVELO--instructor_b15bc374b15a6e0134a830af" }, { "instructor_uid": "instructor_89c4cd9096414a2800589239", "source": "madgrades", "source_instructor_id": "6182670", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LINE ROALD", "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": 3.449, "graded": 609, "counts": [ 261, 157, 112, 50, 22, 2, 5 ], "sections": 56 }, "instructor_url": "/instructors/LINE_ROALD--instructor_89c4cd9096414a2800589239" }, { "instructor_uid": "instructor_4894956217208be2ccff2b4f", "source": "madgrades", "source_instructor_id": "128505", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SCOTT GREENE", "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": 3.548, "graded": 83, "counts": [ 42, 17, 16, 6, 2, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/SCOTT_GREENE" }, { "instructor_uid": "instructor_632ed55217ea36b4875f3af1", "source": "madgrades", "source_instructor_id": "6586981", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FENG YE", "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": 3.33, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2948393", "source_url": "https://www.ratemyprofessors.com/professor/2948393", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:17.848205+00:00", "courses": { "course_1c943aa88ab6f61c9fa4c558": { "review_count": 3, "quality": 3.33, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.6166832900405175, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.525, "graded": 400, "counts": [ 213, 85, 54, 19, 25, 1, 3 ], "sections": 18 }, "instructor_url": "/instructors/FENG_YE--instructor_632ed55217ea36b4875f3af1" }, { "instructor_uid": "instructor_547bf9756f100a318cbe0dcd", "source": "madgrades", "source_instructor_id": "6242108", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHU MA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.562, "graded": 781, "counts": [ 453, 148, 100, 34, 30, 7, 9 ], "sections": 55 }, "instructor_url": "/instructors/CHU_MA--instructor_547bf9756f100a318cbe0dcd" }, { "instructor_uid": "instructor_43470447fc24c8899789b5b7", "source": "madgrades", "source_instructor_id": "6803275", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JULIE HSIAO", "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": 3.398, "graded": 225, "counts": [ 93, 58, 42, 19, 7, 2, 4 ], "sections": 4 }, "instructor_url": "/instructors/JULIE_HSIAO--instructor_43470447fc24c8899789b5b7" }, { "instructor_uid": "instructor_5ee5bd10cc663688498dd17b", "source": "enrollment", "source_instructor_id": "romeroarvelo", "identity_basis": "netid", "identity_status": "source_identified", "name": "Eduardo Romero Arvelo", "email": "EARVELO@ECE.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/EDUARDO_ROMERO_ARVELO" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Robert Nowak" ], "a": 14, "ab": 10, "b": 17, "bc": 9, "c": 5, "d": 8, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 63, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "BERNARD LESIEUTRE" ], "a": 19, "ab": 10, "b": 11, "bc": 6, "c": 4, "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": 53, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Bill Sethares" ], "a": 13, "ab": 10, "b": 15, "bc": 11, "c": 18, "d": 2, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 72, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "MATTHEW MALLOY" ], "a": 23, "ab": 18, "b": 23, "bc": 12, "c": 18, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 98, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "REBECCA LU" ], "a": 38, "ab": 12, "b": 45, "bc": 9, "c": 8, "d": 2, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 116, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "John Gubner" ], "a": 10, "ab": 3, "b": 25, "bc": 18, "c": 24, "d": 2, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 85, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "John Gubner" ], "a": 23, "ab": 30, "b": 32, "bc": 21, "c": 11, "d": 1, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 121, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "John Gubner" ], "a": 20, "ab": 16, "b": 20, "bc": 16, "c": 13, "d": 4, "f": 2, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 92, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "REBECCA LU" ], "a": 38, "ab": 30, "b": 33, "bc": 6, "c": 2, "d": 4, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 115, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "YU HU" ], "a": 12, "ab": 14, "b": 24, "bc": 28, "c": 16, "d": 7, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 102, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "AKHIL SUNDARARAJAN", "CHUNG-HAN HSIEH" ], "a": 73, "ab": 59, "b": 36, "bc": 13, "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": 187, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Barry Vanveen", "PO-LING LOH", "VARUN JOG" ], "a": 53, "ab": 42, "b": 22, "bc": 6, "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": 129, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "VARUN JOG" ], "a": 56, "ab": 35, "b": 15, "bc": 6, "c": 10, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 126, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "VARUN JOG" ], "a": 58, "ab": 29, "b": 24, "bc": 7, "c": 3, "d": 4, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 126, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "HAU MAN CHU", "YU HU" ], "a": 55, "ab": 33, "b": 18, "bc": 12, "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": 124, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Barry Vanveen", "Bhuvana Krishnaswamy", "HAU MAN CHU" ], "a": 59, "ab": 32, "b": 20, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 22, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 133, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Eduardo Romero Arvelo", "Mikko Lipasti" ], "a": 86, "ab": 44, "b": 29, "bc": 5, "c": 1, "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": 166, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "BERNARD LESIEUTRE" ], "a": 56, "ab": 18, "b": 25, "bc": 9, "c": 10, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 121, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Bhuvana Krishnaswamy", "Eduardo Romero Arvelo" ], "a": 62, "ab": 44, "b": 37, "bc": 13, "c": 5, "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": 164, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Eduardo Romero Arvelo", "Line Roald" ], "a": 61, "ab": 39, "b": 33, "bc": 7, "c": 7, "d": 0, "f": 3, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 151, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "BERNARD LESIEUTRE", "SCOTT GREENE" ], "a": 67, "ab": 29, "b": 23, "bc": 7, "c": 5, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 6, "no_work": 1, "not_reported": 0, "other": 0, "total": 140, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "BERNARD LESIEUTRE", "Feng Ye" ], "a": 80, "ab": 56, "b": 35, "bc": 9, "c": 21, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 204, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Bhuvana Krishnaswamy", "Bill Sethares" ], "a": 85, "ab": 36, "b": 21, "bc": 4, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 151, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Feng Ye", "Robert Nowak" ], "a": 83, "ab": 44, "b": 33, "bc": 19, "c": 6, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 188, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "BERNARD LESIEUTRE", "Chu Ma" ], "a": 62, "ab": 38, "b": 23, "bc": 12, "c": 4, "d": 0, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 142, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Chu Ma", "Julie Hsiao" ], "a": 102, "ab": 57, "b": 29, "bc": 9, "c": 5, "d": 2, "f": 5, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 211, "source_aliases": [ "ECE 203" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 203", "course_uid": "course_1c943aa88ab6f61c9fa4c558", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Eduardo Romero Arvelo", "Feng Ye" ], "a": 95, "ab": 32, "b": 28, "bc": 9, "c": 15, "d": 2, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 185, "source_aliases": [ "ECE 203" ] } ] ``` ### statistics #### gpa 3.349 #### graded 3522 #### counts * 1403 * 820 * 696 * 283 * 233 * 53 * 34 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_1c943aa88ab6f61c9fa4c558-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_1c943aa88ab6f61c9fa4c558-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_1c943aa88ab6f61c9fa4c558-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_1c943aa88ab6f61c9fa4c558-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_1c943aa88ab6f61c9fa4c558-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1c943aa88ab6f61c9fa4c558-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_1c943aa88ab6f61c9fa4c558-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_1c943aa88ab6f61c9fa4c558-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_1c943aa88ab6f61c9fa4c558-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_1c943aa88ab6f61c9fa4c558-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.349375354911982 #### count 3522 #### university ##### size 5513 ##### gpa Percentile 13 ##### count Percentile 97 ##### median Count 201 ##### 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 | 323 | false | | 3.2–3.6 | 1439 | true | | 3.6–4.0 | 3742 | false | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 135, "gpaPercentile": 17, "countPercentile": 97, "medianCount": 244, "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": 53, "current": true }, { "range": "3.6–4.0", "count": 76, "current": false } ] } } ] ``` ### terms #### 1132 ##### term 1132 ##### gpa 2.8968253968253967 ##### count 63 ##### university ###### size 851 ###### gpa Percentile 8 ###### count Percentile 48 ###### 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": 3, "countPercentile": 63, "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 } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.25 ##### count 52 ##### university ###### size 852 ###### gpa Percentile 35 ###### count Percentile 37 ###### 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 | true | | 3.6–4.0 | 287 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 26, "gpaPercentile": 36, "countPercentile": 40, "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": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 2.7430555555555554 ##### count 72 ##### university ###### size 853 ###### gpa Percentile 3 ###### count Percentile 53 ###### 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 | true | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 34, "gpaPercentile": 0, "countPercentile": 67, "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": true }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 2.989795918367347 ##### count 98 ##### university ###### size 878 ###### gpa Percentile 14 ###### count Percentile 69 ###### 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": 14, "countPercentile": 71, "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 } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.185344827586207 ##### count 116 ##### university ###### size 918 ###### gpa Percentile 27 ###### count Percentile 74 ###### 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 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 30, "gpaPercentile": 38, "countPercentile": 79, "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": true }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 2.625 ##### count 84 ##### university ###### size 935 ###### gpa Percentile 1 ###### count Percentile 62 ###### 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 | true | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 31, "gpaPercentile": 3, "countPercentile": 57, "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": true }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 10, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.0454545454545454 ##### count 121 ##### university ###### size 954 ###### gpa Percentile 15 ###### count Percentile 75 ###### 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 | true | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 16, "countPercentile": 84, "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": true }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 2.923076923076923 ##### count 91 ##### university ###### size 965 ###### gpa Percentile 7 ###### count Percentile 66 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 6, "countPercentile": 65, "medianCount": 83.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": true }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.2956521739130435 ##### count 115 ##### university ###### size 991 ###### gpa Percentile 33 ###### count Percentile 74 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 35, "gpaPercentile": 47, "countPercentile": 76, "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": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 2.7254901960784315 ##### count 102 ##### university ###### size 955 ###### gpa Percentile 2 ###### count Percentile 68 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | true | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 6, "countPercentile": 71, "medianCount": 85, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 3, "current": true }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.481283422459893 ##### count 187 ##### university ###### size 1025 ###### gpa Percentile 48 ###### count Percentile 87 ###### 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": 51, "countPercentile": 95, "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 } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.503875968992248 ##### count 129 ##### university ###### size 1010 ###### gpa Percentile 50 ###### count Percentile 77 ###### 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": 52, "countPercentile": 79, "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 3.4087301587301586 ##### count 126 ##### university ###### size 1077 ###### gpa Percentile 39 ###### count Percentile 76 ###### 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": 46, "countPercentile": 84, "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 } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.464 ##### count 125 ##### university ###### size 1040 ###### gpa Percentile 45 ###### count Percentile 77 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 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": 46, "countPercentile": 89, "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 } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.4798387096774195 ##### count 124 ##### university ###### size 1102 ###### gpa Percentile 43 ###### count Percentile 74 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 37, "gpaPercentile": 58, "countPercentile": 75, "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": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.675675675675676 ##### count 111 ##### university ###### size 1012 ###### gpa Percentile 42 ###### count Percentile 74 ###### median Count 65.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 34, "gpaPercentile": 30, "countPercentile": 79, "medianCount": 73.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.6174698795180724 ##### count 166 ##### university ###### size 1111 ###### gpa Percentile 47 ###### count Percentile 84 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 63, "countPercentile": 95, "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": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.379166666666667 ##### count 120 ##### university ###### size 1157 ###### gpa Percentile 29 ###### count Percentile 73 ###### 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": 40, "countPercentile": 75, "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 } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.399390243902439 ##### count 164 ##### university ###### size 1171 ###### gpa Percentile 29 ###### count Percentile 85 ###### 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": 40, "countPercentile": 95, "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 } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.4066666666666667 ##### count 150 ##### university ###### size 1216 ###### gpa Percentile 28 ###### count Percentile 80 ###### 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": 47, "countPercentile": 93, "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 } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.537878787878788 ##### count 132 ##### university ###### size 1188 ###### gpa Percentile 40 ###### count Percentile 78 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 58, "countPercentile": 80, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 22, "current": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.3985148514851486 ##### count 202 ##### university ###### size 1295 ###### gpa Percentile 27 ###### count Percentile 87 ###### 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": 45, "countPercentile": 95, "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 } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.6466666666666665 ##### count 150 ##### university ###### size 1241 ###### gpa Percentile 49 ###### count Percentile 82 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 38, "gpaPercentile": 59, "countPercentile": 73, "medianCount": 83.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.4335106382978724 ##### count 188 ##### university ###### size 1333 ###### gpa Percentile 25 ###### count Percentile 85 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 35, "countPercentile": 93, "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": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.4609929078014185 ##### count 141 ##### university ###### size 1289 ###### gpa Percentile 28 ###### count Percentile 81 ###### 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": 41, "countPercentile": 79, "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 } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.488038277511962 ##### count 209 ##### university ###### size 1320 ###### gpa Percentile 28 ###### count Percentile 87 ###### 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 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 48, "countPercentile": 95, "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": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.426630434782609 ##### count 184 ##### university ###### size 1283 ###### gpa Percentile 24 ###### count Percentile 85 ###### 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": 36, "countPercentile": 91, "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 5513 ###### gpa 3.6851099420743862 ###### top Share 83.3611099866037 ###### count 201 ##### ECE ###### size 135 ###### gpa 3.6080785347531674 ###### top Share 78.86723066032032 ###### count 244 #### terms ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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_4472bd0935ab78477a6cf455", "name": "VARUN JOG", "count": 380, "terms": [ { "term": "1184", "count": 129, "sections": 1, "gpa": 3.503875968992248 }, { "term": "1192", "count": 126, "sections": 1, "gpa": 3.4087301587301586 }, { "term": "1194", "count": 125, "sections": 1, "gpa": 3.464 } ] }, { "uid": "instructor_b7eae26f3a2c356c7034ca99", "name": "BERNARD LESIEUTRE", "count": 370, "terms": [ { "term": "1134", "count": 52, "sections": 1, "gpa": 3.25 }, { "term": "1222", "count": 120, "sections": 1, "gpa": 3.379166666666667 }, { "term": "1234", "count": 58, "sections": 1, "gpa": 3.586206896551724 }, { "term": "1242", "count": 79, "sections": 1, "gpa": 3.2974683544303796 }, { "term": "1254", "count": 61, "sections": 1, "gpa": 3.5081967213114753 } ] }, { "uid": "instructor_632ed55217ea36b4875f3af1", "name": "FENG YE", "count": 349, "terms": [ { "term": "1242", "count": 123, "sections": 1, "gpa": 3.4634146341463414 }, { "term": "1252", "count": 121, "sections": 1, "gpa": 3.4958677685950414 }, { "term": "1264", "count": 105, "sections": 1, "gpa": 3.4285714285714284 } ] }, { "uid": "instructor_b15bc374b15a6e0134a830af", "name": "EDUARDO ROMERO ARVELO", "count": 346, "terms": [ { "term": "1212", "count": 107, "sections": 1, "gpa": 3.607476635514019 }, { "term": "1224", "count": 82, "sections": 1, "gpa": 3.426829268292683 }, { "term": "1232", "count": 78, "sections": 1, "gpa": 3.5705128205128207 }, { "term": "1264", "count": 79, "sections": 1, "gpa": 3.4240506329113924 } ] }, { "uid": "instructor_38edc69039c8c5387d9c7c31", "name": "JOHN GUBNER", "count": 296, "terms": [ { "term": "1154", "count": 84, "sections": 1, "gpa": 2.625 }, { "term": "1162", "count": 121, "sections": 1, "gpa": 3.0454545454545454 }, { "term": "1164", "count": 91, "sections": 1, "gpa": 2.923076923076923 } ] }, { "uid": "instructor_cabcb61b056d10b1e9d6d30f", "name": "BHUVANA KRISHNASWAMY", "count": 272, "terms": [ { "term": "1204", "count": 111, "sections": 1, "gpa": 3.675675675675676 }, { "term": "1224", "count": 82, "sections": 1, "gpa": 3.3719512195121952 }, { "term": "1244", "count": 79, "sections": 1, "gpa": 3.6962025316455698 } ] }, { "uid": "instructor_27676dc2887ac73fb41dbfc8", "name": "BARRY VANVEEN", "count": 240, "terms": [ { "term": "1184", "count": 129, "sections": 1, "gpa": 3.503875968992248 }, { "term": "1204", "count": 111, "sections": 1, "gpa": 3.675675675675676 } ] }, { "uid": 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"instructor_49ad2008bae9eaafa29e17ca", "name": "BILL SETHARES", "count": 143, "terms": [ { "term": "1142", "count": 72, "sections": 1, "gpa": 2.7430555555555554 }, { "term": "1244", "count": 71, "sections": 1, "gpa": 3.591549295774648 } ] }, { "uid": "instructor_a0635de9e0867a015d9ba90e", "name": "ROBERT NOWAK", "count": 130, "terms": [ { "term": "1132", "count": 63, "sections": 1, "gpa": 2.8968253968253967 }, { "term": "1252", "count": 67, "sections": 1, "gpa": 3.3208955223880596 } ] }, { "uid": "instructor_e38c863db9d6842d7de9ba64", "name": "PO-LING LOH", "count": 129, "terms": [ { "term": "1184", "count": 129, "sections": 1, "gpa": 3.503875968992248 } ] }, { "uid": "instructor_9e19ec129283c63dd0c744a3", "name": "AKHIL SUNDARARAJAN", "count": 99, "terms": [ { "term": "1182", "count": 99, "sections": 1, "gpa": 3.4444444444444446 } ] }, { "uid": "instructor_f7c312e4d64fa1483275eb3f", "name": "MATTHEW MALLOY", "count": 98, "terms": [ { "term": "1144", "count": 98, "sections": 1, "gpa": 2.989795918367347 } ] }, { "uid": "instructor_58e98c966fcfd0eaf4a562d1", "name": "CHUNG-HAN HSIEH", "count": 88, "terms": [ { "term": "1182", "count": 88, "sections": 1, "gpa": 3.522727272727273 } ] }, { "uid": "instructor_43470447fc24c8899789b5b7", "name": "JULIE HSIAO", "count": 85, "terms": [ { "term": "1262", "count": 85, "sections": 1, "gpa": 3.5588235294117645 } ] }, { "uid": "instructor_4894956217208be2ccff2b4f", "name": "SCOTT GREENE", "count": 74, "terms": [ { "term": "1234", "count": 74, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_89c4cd9096414a2800589239", "name": "LINE ROALD", "count": 72, "terms": [ { "term": "1232", "count": 72, "sections": 1, "gpa": 3.2291666666666665 } ] }, { "uid": "instructor_9649ccb0463afc73de459601", "name": "MIKKO LIPASTI", "count": 59, "terms": [ { "term": "1212", "count": 59, "sections": 1, "gpa": 3.635593220338983 } ] } ] ``` ## following | code | title | | ------------------ | ----------------------------------------------------- | | CIVENGR/GLE 511 | MIXING AND TRANSPORT IN THE ENVIRONMENT | | COMPSCI 300 | PROGRAMMING II | | COMPSCI/ECE/ME 532 | MATRIX METHODS IN MACHINE LEARNING | | ECE 303 | INTRODUCTION TO REAL-TIME DIGITAL SIGNAL PROCESSING | | ECE 330 | SIGNALS AND SYSTEMS | | ECE 331 | INTRODUCTION TO RANDOM SIGNAL ANALYSIS AND STATISTICS | | ECE 340 | ELECTRONIC CIRCUITS I | | ECE 401 | ELECTRO-ACOUSTICAL ENGINEERING | | ECE 436 | COMMUNICATION SYSTEMS I | | ECE 437 | COMMUNICATION SYSTEMS II | | ECE 537 | COMMUNICATION NETWORKS | ## projection ### target 1272 ### interval #### lower 3.19 #### upper 3.67 #### coverage 80 #### terms 8 ### gpa 3.43235848795239 ### grades | grade | percentage | | ----- | ------------------ | | A | 44.444761821998966 | | AB | 24.74854408182775 | | B | 17.493037101927115 | | BC | 6.159015040611818 | | C | 5.17660280823735 | | D | 0.6070426970604264 | | F | 1.3709964483365724 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 869 ### same Season true ### historical Range * 3.3791666666666664 * 3.4880382775119614 ### backtest #### terms 8 #### gpa Error 0.1084331426249337 #### mix Error 11.378436262387748