# COMPSCI/ECE 757: Advanced Computer Architecture II | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_ECE_757) ## 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 4ae20a2187b0fb94ea77d64b6864a2440dafc36d9d13b6606d5415fa1da13f25 ### course id COMPSCI/ECE 757 ### course uid course\_fc83e4e7df45e1bca2dc3ff2 ### catalog version id 7d1bfd15c8884114ac7f3486e89f0b62fd6e69170c021ff9f9fdfed07486cf83 ### course number 757 ### subjects * COMPSCI * ECE ### title ADVANCED COMPUTER ARCHITECTURE II ### description Parallel algorithms, principles of parallelism detection and vectorizing compilers, interconnection networks, MIMD machines, processor synchronization, data coherence, multis, dataflow machines, special purpose processors. Students are strongly encouraged to have knowledge of computer architecture (e.g.,E C E/​COMP SCI  552). ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id b97ad1d63b949cc98f99121f097300f85123195f878743ec620de403edae0047 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Advanced study of parallel algorithms, MIMD machines, synchronization, and data coherence in computer architecture. ### llm topics * Parallel algorithms * Parallelism detection and vectorizing compilers * Interconnection networks * MIMD machines * Processor synchronization * Data coherence * Dataflow machines * Special purpose processors ### llm skills * Analysis and design of parallel algorithms and systems. * Understanding parallelism detection and vectorizing compilers. * Study of interconnection networks, synchronization, and data coherence. ### llm assumed background * Computer architecture fundamentals including processor design, memory hierarchies, and I/O structures. ### llm search phrases * advanced computer architecture * parallel algorithms * MIMD machines * processor synchronization * data coherence ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 114bbd67b53bf38319aeb0ff565877b72ce2c6ae826bd7f7f89b1f983a44663f #### course id COMPSCI/ECE 757 #### current instructors None recorded. #### difficulty workload Historical reviews of Joshua San Miguel: The course involves reading papers and a semester-long project, which can be challenging without prior architecture understanding. Exams are described as straightforward or easy relative to the content, but the readings are interesting and challenging. ```json { "citations": [ { "instructor_name": "Joshua San Miguel", "review_date": "2022-11-01 00:21:19 +0000 UTC", "review_id": "538b23b9d125c06c32aac72a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM2NzU4NTE4", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2022-12-06 17:30:06 +0000 UTC", "review_id": "3c368047deddbf0ff5c7c5d9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM2OTg4NTQ3", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2025-04-28 18:39:00 +0000 UTC", "review_id": "cc93157604b6515bdf71186f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTQxMDcyNDk3", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Mark Hill: Mark Hill is a world expert who presents material clearly and offers practical industry insights, though his handwriting is poor. He is described as caring, enthusiastic, and funny, effectively conveying complex information to students. ```json { "citations": [ { "instructor_name": "Mark Hill", "review_date": "2008-05-09 23:22:44 +0000 UTC", "review_id": "b54eaaef3030aff97c9a2117", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:407377", "source_review_id": "UmF0aW5nLTE0NDQxMTgz", "source_url": "https://www.ratemyprofessors.com/professor/407377", "type": "review" }, { "instructor_name": "Mark Hill", "review_date": "2016-05-16 16:15:57 +0000 UTC", "review_id": "558e9ed56d6d68e4aacc2f5a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:407377", "source_review_id": "UmF0aW5nLTI2NTg5MDM4", "source_url": "https://www.ratemyprofessors.com/professor/407377", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Joshua San Miguel: Joshua San Miguel is a highly recommended, engaging instructor who makes complex architecture concepts accessible through clear lectures and analogies. Students value his dedication, helpful feedback, and the practical relevance of the course material for interviews. ```json { "citations": [ { "instructor_name": "Joshua San Miguel", "review_date": "2020-05-24 23:28:47 +0000 UTC", "review_id": "cfbe80387b31319f6f656018", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTMzMzY1Mzkx", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2022-11-01 00:21:19 +0000 UTC", "review_id": "538b23b9d125c06c32aac72a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM2NzU4NTE4", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2022-12-02 15:06:05 +0000 UTC", "review_id": "66120e516087dbeb5219a89d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM2OTQ2Mjk5", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2022-12-06 17:30:06 +0000 UTC", "review_id": "3c368047deddbf0ff5c7c5d9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM2OTg4NTQ3", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2024-04-01 07:06:28 +0000 UTC", "review_id": "441fb8ac8d788246eda4818e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM5MTA5Mjg0", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2025-04-28 18:39:00 +0000 UTC", "review_id": "cc93157604b6515bdf71186f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTQxMDcyNDk3", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=42 letter grades); Spring 2025: 3.70 GPA, 82.8% A/AB (n=64 letter grades); Spring 2026: 3.95 GPA, 96.8% A/AB (n=31 letter grades). ```json { "citations": [ { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Joshua San Miguel: Students appreciate the engaging lectures, light humor, and willingness to answer questions. The provided reading materials are considered very helpful, and the course is seen as beneficial for career preparation. ```json { "citations": [ { "instructor_name": "Joshua San Miguel", "review_date": "2020-05-24 23:28:47 +0000 UTC", "review_id": "cfbe80387b31319f6f656018", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTMzMzY1Mzkx", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2022-12-02 15:06:05 +0000 UTC", "review_id": "66120e516087dbeb5219a89d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM2OTQ2Mjk5", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2024-04-01 07:06:28 +0000 UTC", "review_id": "441fb8ac8d788246eda4818e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTM5MTA5Mjg0", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" }, { "instructor_name": "Joshua San Miguel", "review_date": "2025-04-28 18:39:00 +0000 UTC", "review_id": "cc93157604b6515bdf71186f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2403119", "source_review_id": "UmF0aW5nLTQxMDcyNDk3", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MARK D. HILL is recorded teaching in Spring 2008, Spring 2010, Spring 2012, Spring 2014, Spring 2016, Spring 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI/ECE 757", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "source_record": { "entity_id": "89f373e7-70f3-341c-82c8-d8937a9fd5d4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_79fb536aecdc6db05a2a5a2c", "source": "madgrades", "source_instructor_id": "2601001", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES E SMITH", "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": 3.667, "graded": 6, "counts": [ 3, 2, 1, 0, 0, 0, 0 ], "sections": 15 }, "instructor_url": "/instructors/JAMES_E_SMITH--instructor_79fb536aecdc6db05a2a5a2c" }, { "instructor_uid": "instructor_d4fb1ab414084c8745e5ad28", "source": "madgrades", "source_instructor_id": "2601171", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARK D. HILL", "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": 3.304, "graded": 884, "counts": [ 311, 212, 205, 67, 71, 10, 8 ], "sections": 81 }, "instructor_url": "/instructors/MARK_D_HILL--instructor_d4fb1ab414084c8745e5ad28" }, { "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_b3ebd41e565d00911f55df9f", "source": "madgrades", "source_instructor_id": "4294654", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANDREW NERE", "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": 3.364, "graded": 118, "counts": [ 34, 40, 33, 6, 3, 1, 1 ], "sections": 2 }, "instructor_url": "/instructors/ANDREW_NERE" }, { "instructor_uid": "instructor_ef0d2e4cfd24858a70ff8e79", "source": "madgrades", "source_instructor_id": "4145887", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MITCHELL BRYAN HAYENGA", "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": 3.779, "graded": 34, "counts": [ 23, 7, 4, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/MITCHELL_BRYAN_HAYENGA--instructor_ef0d2e4cfd24858a70ff8e79" }, { "instructor_uid": "instructor_b1a59c3347b5c5fc679cab95", "source": "madgrades", "source_instructor_id": "2601978", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID A. WOOD", "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": 3.156, "graded": 646, "counts": [ 183, 163, 170, 52, 40, 16, 22 ], "sections": 65 }, "instructor_url": "/instructors/DAVID_A_WOOD--instructor_b1a59c3347b5c5fc679cab95" }, { "instructor_uid": "instructor_d77bb93d9055ffa5fe028266", "source": "madgrades", "source_instructor_id": "5015310", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOSHUA SANMIGUEL", "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": 15, "quality": 3.73, "difficulty": 3.47, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:2403119", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "match_basis": "exact_name", "observed_at": "2026-09-07 16:28:02.516819+00:00", "courses": { "course_fc83e4e7df45e1bca2dc3ff2": { "review_count": 7, "quality": 5, "difficulty": 2.43, "quality_count": 7, "difficulty_count": 7 }, "course_45a9d9a05cba4d5b592ac7a3": { "review_count": 8, "quality": 2.62, "difficulty": 4.38, "quality_count": 8, "difficulty_count": 8 } }, "bayesian_quality": 3.6898204477409116, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.519, "graded": 735, "counts": [ 386, 161, 93, 52, 30, 10, 3 ], "sections": 87 }, "instructor_url": "/instructors/JOSHUA_SANMIGUEL--instructor_d77bb93d9055ffa5fe028266" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "JAMES E SMITH" ], "a": 3, "ab": 2, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "MARK D. HILL" ], "a": 4, "ab": 1, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "ANDREW NERE", "MITCHELL BRYAN HAYENGA", "Mikko Lipasti" ], "a": 15, "ab": 5, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "MARK D. HILL" ], "a": 9, "ab": 5, "b": 10, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "DAVID A. WOOD" ], "a": 11, "ab": 15, "b": 0, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 28, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "MARK D. HILL" ], "a": 7, "ab": 5, "b": 6, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "Mikko Lipasti" ], "a": 11, "ab": 24, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 39, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "MARK D. HILL" ], "a": 8, "ab": 8, "b": 8, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Mikko Lipasti" ], "a": 15, "ab": 29, "b": 6, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 52, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "MARK D. HILL" ], "a": 9, "ab": 9, "b": 12, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Mikko Lipasti" ], "a": 10, "ab": 9, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 15, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "MARK D. HILL" ], "a": 8, "ab": 7, "b": 7, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 15, "ab": 10, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 7, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 31, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 42, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 40, "ab": 13, "b": 7, "bc": 4, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 64, "source_aliases": [ "COMPSCI/ECE 757" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE 757", "course_uid": "course_fc83e4e7df45e1bca2dc3ff2", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 29, "ab": 1, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 31, "source_aliases": [ "COMPSCI/ECE 757" ] } ] ``` ### statistics #### gpa 3.691 #### graded 503 #### counts * 282 * 143 * 70 * 6 * 1 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_fc83e4e7df45e1bca2dc3ff2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_fc83e4e7df45e1bca2dc3ff2-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_fc83e4e7df45e1bca2dc3ff2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_fc83e4e7df45e1bca2dc3ff2-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_fc83e4e7df45e1bca2dc3ff2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_fc83e4e7df45e1bca2dc3ff2-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_fc83e4e7df45e1bca2dc3ff2-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_fc83e4e7df45e1bca2dc3ff2-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.690854870775348 #### count 503 #### university ##### size 4430 ##### gpa Percentile 48 ##### count Percentile 79 ##### median Count 150 ##### 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 | 348 | false | | 3.2–3.6 | 1272 | false | | 3.6–4.0 | 2796 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 102, "gpaPercentile": 56, "countPercentile": 64, "medianCount": 294, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 14, "current": false }, { "range": "3.2–3.6", "count": 32, "current": false }, { "range": "3.6–4.0", "count": 56, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 117, "gpaPercentile": 66, "countPercentile": 73, "medianCount": 192, "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": false }, { "range": "3.2–3.6", "count": 47, "current": false }, { "range": "3.6–4.0", "count": 58, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.6666666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1084 ##### term 1084 ##### gpa 3.5625 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1094 ##### term 1094 ##### gpa 3.7954545454545454 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1104 ##### term 1104 ##### gpa 3.44 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1114 ##### term 1114 ##### gpa 3.611111111111111 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1124 ##### term 1124 ##### gpa 3.5277777777777777 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1134 ##### term 1134 ##### gpa 3.6052631578947367 ##### count 38 ##### university ###### size 852 ###### gpa Percentile 67 ###### count Percentile 17 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 90, "countPercentile": 10, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 26, "gpaPercentile": 80, "countPercentile": 24, "medianCount": 69, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 6, "current": true } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 3.5 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1154 ##### term 1154 ##### gpa 3.59 ##### count 50 ##### university ###### size 935 ###### gpa Percentile 63 ###### count Percentile 36 ###### median Count 63 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 67, "countPercentile": 40, "medianCount": 63, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 31, "gpaPercentile": 70, "countPercentile": 30, "medianCount": 63, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.45 ##### count 30 ##### university ###### size 965 ###### gpa Percentile 46 ###### count Percentile 0 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 32, "gpaPercentile": 68, "countPercentile": 0, "medianCount": 84, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 65, "countPercentile": 0, "medianCount": 83.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.659090909090909 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1184 ##### term 1184 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1194 ##### term 1194 ##### gpa 3.4166666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1204 ##### term 1204 ##### gpa 3.769230769230769 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ECE | | #### 1232 ##### term 1232 ##### gpa 4 ##### count 31 ##### university ###### size 1216 ###### gpa Percentile 95 ###### count Percentile 4 ###### 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 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 82.5, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 100, "countPercentile": 0, "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": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 4 ##### count 42 ##### university ###### size 1241 ###### gpa Percentile 95 ###### count Percentile 26 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 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": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 100, "countPercentile": 11, "medianCount": 116, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 38, "gpaPercentile": 97, "countPercentile": 14, "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 } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.6953125 ##### count 64 ##### university ###### size 1289 ###### gpa Percentile 51 ###### 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 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 75, "countPercentile": 29, "medianCount": 105, "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": 24, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 72, "countPercentile": 31, "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": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.9516129032258065 ##### count 31 ##### university ###### size 1283 ###### gpa Percentile 88 ###### count Percentile 2 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 94, "countPercentile": 2, "medianCount": 105.5, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 21, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 45, "gpaPercentile": 93, "countPercentile": 2, "medianCount": 73, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4430 ###### gpa 3.6531424591402755 ###### top Share 81.51611882839676 ###### count 150 ##### COMPSCI ###### size 102 ###### gpa 3.581669461989131 ###### top Share 78.1646883918635 ###### count 294 ##### ECE ###### size 117 ###### gpa 3.5693679376916245 ###### top Share 76.72930690261262 ###### count 192 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### COMPSCI ###### size 13 ###### gpa 3.0855368848689455 ###### top Share 48.7445028912265 ###### count 55 ###### ECE ###### size 20 ###### gpa 3.110370466319829 ###### top Share 50.72606982804236 ###### count 46 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### COMPSCI ###### size 14 ###### gpa 3.144553029581605 ###### top Share 50.3940565180559 ###### count 59 ###### ECE ###### size 16 ###### gpa 3.0875185917763455 ###### top Share 46.018020594418786 ###### count 47.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### COMPSCI ###### size 16 ###### gpa 3.1364214252215854 ###### top Share 48.56845161086566 ###### count 72 ###### ECE ###### size 18 ###### gpa 3.1709531378777993 ###### top Share 48.482368483424565 ###### count 52 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### COMPSCI ###### size 22 ###### gpa 3.200534462173063 ###### top Share 56.78409435721555 ###### count 51.5 ###### ECE ###### size 18 ###### gpa 3.0763591673236226 ###### top Share 47.17040644572389 ###### count 55.5 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### COMPSCI ###### size 18 ###### gpa 3.266230341473234 ###### top Share 59.94733477037724 ###### count 58 ###### ECE ###### size 22 ###### gpa 3.144458106909116 ###### top Share 49.77358787545943 ###### count 49 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### COMPSCI ###### size 22 ###### gpa 3.1674244675767893 ###### top Share 54.635052791099376 ###### count 59 ###### ECE ###### size 22 ###### gpa 3.2619273221601444 ###### top Share 56.5536768995059 ###### count 60.5 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### COMPSCI ###### size 22 ###### gpa 3.2424086213492718 ###### top Share 59.28222765244668 ###### count 68 ###### ECE ###### size 26 ###### gpa 3.3422063178165016 ###### top Share 62.38776016208119 ###### count 69 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### COMPSCI ###### size 26 ###### gpa 3.263233863996996 ###### top Share 58.711877593449 ###### count 70.5 ###### ECE ###### size 29 ###### gpa 3.3963570521991486 ###### top Share 65.23099367558979 ###### count 59 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### COMPSCI ###### size 31 ###### gpa 3.3515611477246905 ###### top Share 66.93977839039297 ###### count 63 ###### ECE ###### size 31 ###### gpa 3.3403984750469933 ###### top Share 63.036290719914646 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### COMPSCI ###### size 32 ###### gpa 3.2951719476979457 ###### top Share 63.07751525075427 ###### count 84 ###### ECE ###### size 32 ###### gpa 3.3387002225789923 ###### top Share 63.627072447149246 ###### count 83.5 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### COMPSCI ###### size 30 ###### gpa 3.3383019285046376 ###### top Share 63.22952984555728 ###### count 108 ###### ECE ###### size 32 ###### gpa 3.4125499296052797 ###### top Share 66.90263468847662 ###### count 85 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### COMPSCI ###### size 31 ###### gpa 3.329310414227759 ###### top Share 61.243618316797935 ###### count 126 ###### ECE ###### size 34 ###### gpa 3.4797837203421706 ###### top Share 70.14653057475711 ###### count 84.5 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3433846242383978 ###### top Share 63.409438479169644 ###### count 92 ###### ECE ###### size 36 ###### gpa 3.5139370942069434 ###### top Share 73.58293880609176 ###### count 77 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### COMPSCI ###### size 42 ###### gpa 3.6240893265324647 ###### top Share 79.98991493017058 ###### count 90.5 ###### ECE ###### size 34 ###### gpa 3.7346193271517083 ###### top Share 86.80502962000203 ###### count 73.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### COMPSCI ###### size 50 ###### gpa 3.522872390836507 ###### top Share 74.11555010870671 ###### count 82.5 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### COMPSCI ###### size 46 ###### gpa 3.477413782571094 ###### top Share 70.8725394264854 ###### count 116 ###### ECE ###### size 38 ###### gpa 3.554019248602149 ###### top Share 75.22296238620345 ###### count 83.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ###### ECE ###### size 40 ###### gpa 3.5198762319632855 ###### top Share 74.0918065550377 ###### count 87.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ###### ECE ###### size 45 ###### gpa 3.5814138447018746 ###### top Share 77.53027985486403 ###### count 73 ## instructor Trends ```json [ { "uid": "instructor_d77bb93d9055ffa5fe028266", "name": "JOSHUA SANMIGUEL", "count": 209, "terms": [ { "term": "1184", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 26, "sections": 1, "gpa": 3.769230769230769 }, { "term": "1232", "count": 31, "sections": 1, "gpa": 4 }, { "term": "1244", "count": 42, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 64, "sections": 1, "gpa": 3.6953125 }, { "term": "1264", "count": 31, "sections": 1, "gpa": 3.9516129032258065 } ] }, { "uid": "instructor_9649ccb0463afc73de459601", "name": "MIKKO LIPASTI", "count": 132, "terms": [ { "term": "1094", "count": 22, "sections": 1, "gpa": 3.7954545454545454 }, { "term": "1134", "count": 38, "sections": 1, "gpa": 3.6052631578947367 }, { "term": "1154", "count": 50, "sections": 1, "gpa": 3.59 }, { "term": "1174", "count": 22, "sections": 1, "gpa": 3.659090909090909 } ] }, { "uid": "instructor_d4fb1ab414084c8745e5ad28", "name": "MARK D. HILL", "count": 129, "terms": [ { "term": "1084", "count": 8, "sections": 1, "gpa": 3.5625 }, { "term": "1104", "count": 25, "sections": 1, "gpa": 3.44 }, { "term": "1124", "count": 18, "sections": 1, "gpa": 3.5277777777777777 }, { "term": "1144", "count": 24, "sections": 1, "gpa": 3.5 }, { "term": "1164", "count": 30, "sections": 1, "gpa": 3.45 }, { "term": "1194", "count": 24, "sections": 1, "gpa": 3.4166666666666665 } ] }, { "uid": "instructor_b1a59c3347b5c5fc679cab95", "name": "DAVID A. WOOD", "count": 27, "terms": [ { "term": "1114", "count": 27, "sections": 1, "gpa": 3.611111111111111 } ] }, { "uid": "instructor_b3ebd41e565d00911f55df9f", "name": "ANDREW NERE", "count": 22, "terms": [ { "term": "1094", "count": 22, "sections": 1, "gpa": 3.7954545454545454 } ] }, { "uid": "instructor_ef0d2e4cfd24858a70ff8e79", "name": "MITCHELL BRYAN HAYENGA", "count": 22, "terms": [ { "term": "1094", "count": 22, "sections": 1, "gpa": 3.7954545454545454 } ] }, { "uid": "instructor_79fb536aecdc6db05a2a5a2c", "name": "JAMES E SMITH", "count": 6, "terms": [ { "term": "1074", "count": 6, "sections": 1, "gpa": 3.6666666666666665 } ] } ] ``` ## following None recorded.