# COMPSCI 570: Introduction to Human-computer Interaction | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_570) ## 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 e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8 ### course id COMPSCI 570 ### course uid course\_8e330bc7deed0164dc8f9e2b ### catalog version id 5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943 ### course number 570 ### subjects * COMPSCI ### title INTRODUCTION TO HUMAN-COMPUTER INTERACTION ### description User-centered software design: (1) principles of and methods for understanding user needs; designing and prototyping interface solutions; and evaluating their usability, (2) their applications in designing multiple types of interfaces through group projects. ### requirements text Junior standing or declared in the Capstone Certificate in Computer Sciences for Professionals ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:023524 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id 627622624f8aae04b13e5bbe953de87f2d233a1d2be29c1faf6f0e66138fa8ed ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to human-computer interaction focusing on user-centered design, prototyping, and usability evaluation through group projects. ### llm topics * User needs analysis * Interface prototyping * Usability evaluation * Interface design applications ### llm skills * Understanding user needs * Interface design and prototyping * Usability evaluation ### llm assumed background None recorded. ### llm search phrases * human-computer interaction design * usability evaluation methods * interface prototyping * user-centered design principles * HCI group projects ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash b6d7fad01670856c14fbd72b09b857254319f347d497a59999be2b1dc03308a7 #### course id COMPSCI 570 #### current instructors ```json [ { "instructor_uid": "instructor_69958c07a786a7fcb4b1c429", "message": null, "name": "Jacob Thebault-Spieker", "review_status": "supported", "rmp_instructor_id": "rmp:2658929", "summary": [ { "citations": [ { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-21 17:50:30 +0000 UTC", "review_id": "933af21286fa17f01b35a885", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgxOTI4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-22 02:36:21 +0000 UTC", "review_id": "5cfdd1b9c7e0e56ec5d584da", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgzNzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-12-15 22:12:09 +0000 UTC", "review_id": "b92bee064601e90c11c13ad7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1NTQ0NjA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-04-01 18:38:49 +0000 UTC", "review_id": "1fa291b760fe8f36a237aeb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MDA4MzQ2", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-05-06 01:16:35 +0000 UTC", "review_id": "65d90ca8c463f7b9af24510b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MjU5NzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2024-12-13 11:22:16 +0000 UTC", "review_id": "f0dd2ae4668362e323b88768", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQwMjczMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" } ], "text": "Jacob Thebault-Spieker receives criticism for unclear assignment instructions and vague lectures that lack coding practice. Reviewers report confusion regarding project requirements and describe the instruction as unhelpful or disorganized." }, { "citations": [ { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-03-31 02:46:48 +0000 UTC", "review_id": "1276021fd84d50703f7c90ca", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3NTYzNDA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-09-21 05:05:33 +0000 UTC", "review_id": "0f2f67b69979a8f58046f5b8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3Njg3ODAz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-07-07 17:32:55 +0000 UTC", "review_id": "b8a66a32c02f9c10b05edebb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQxNDg2MTkx", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-12-12 02:58:10 +0000 UTC", "review_id": "caf5a2beb9328f51af674b39", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQyMTk3MjUz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" } ], "text": "Other students praise Thebault-Spieker for his passion and clear lectures that align with assignments. They describe the course as easy and recommend it for students seeking a manageable workload." }, { "citations": [ { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Workload perceptions vary significantly. Some reviewers describe the class as very easy with minimal coding, while others cite 8-10 hour weekly assignments and confusion over project requirements. ```json { "citations": [ { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-21 17:50:30 +0000 UTC", "review_id": "933af21286fa17f01b35a885", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgxOTI4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-22 02:36:21 +0000 UTC", "review_id": "5cfdd1b9c7e0e56ec5d584da", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgzNzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-12-15 22:12:09 +0000 UTC", "review_id": "b92bee064601e90c11c13ad7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1NTQ0NjA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-04-01 18:38:49 +0000 UTC", "review_id": "1fa291b760fe8f36a237aeb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MDA4MzQ2", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-05-06 01:16:35 +0000 UTC", "review_id": "65d90ca8c463f7b9af24510b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MjU5NzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-03-31 02:46:48 +0000 UTC", "review_id": "1276021fd84d50703f7c90ca", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3NTYzNDA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-09-21 05:05:33 +0000 UTC", "review_id": "0f2f67b69979a8f58046f5b8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3Njg3ODAz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2024-12-13 11:22:16 +0000 UTC", "review_id": "f0dd2ae4668362e323b88768", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQwMjczMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-07-07 17:32:55 +0000 UTC", "review_id": "b8a66a32c02f9c10b05edebb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQxNDg2MTkx", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-12-12 02:58:10 +0000 UTC", "review_id": "caf5a2beb9328f51af674b39", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQyMTk3MjUz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Irene Rae and Tracy Lewis-Williams describe a projects-based course with heavy group work and subjective grading. While some students found the HCI projects creative and the instructors knowledgeable, others reported chaotic organization, boring slide-reading lectures, and inaccessible professors. Disagreements exist regarding difficulty and grading fairness, with some finding it easy and others citing poor structure and unhelpful TAs. ```json { "citations": [ { "instructor_name": "Irene Rae", "review_date": "2014-05-08 13:11:28 +0000 UTC", "review_id": "c52c0e845ffe3faf81bee432", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1899333", "source_review_id": "UmF0aW5nLTIzMTk3OTc1", "source_url": "https://www.ratemyprofessors.com/professor/1899333", "type": "review" }, { "instructor_name": "Irene Rae", "review_date": "2014-05-24 17:00:43 +0000 UTC", "review_id": "9a407c41438f6e83732e85d0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1899333", "source_review_id": "UmF0aW5nLTIzMzA5MDA5", "source_url": "https://www.ratemyprofessors.com/professor/1899333", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2016-05-08 10:57:05 +0000 UTC", "review_id": "079228acefdbe9f1a78d89f9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTI2NTAzMjcz", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2016-09-29 20:29:48 +0000 UTC", "review_id": "1bcac2dbe5b417e6a83d1d13", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTI3MDAzMzEw", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2016-10-25 17:58:10 +0000 UTC", "review_id": "bf688b2427e8199a725bd3f7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTI3MDc3NzA4", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2018-05-10 14:50:14 +0000 UTC", "review_id": "9ae11970fc8da4b98ed71367", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTMwMDU4MDY3", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2018-05-16 02:37:39 +0000 UTC", "review_id": "b024fec856ce287fcba18ed5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTMwMTIxMTg5", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2018-05-16 10:22:27 +0000 UTC", "review_id": "54e509b84af409875adabc90", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTMwMTIyNzA1", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2018-05-16 14:09:18 +0000 UTC", "review_id": "234a18dcc3effbe28d293f89", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTMwMTI1MTI5", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" }, { "instructor_name": "Tracy Lewis-Williams", "review_date": "2018-09-11 20:47:17 +0000 UTC", "review_id": "ba16fe239053c4b0e7308d13", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2126212", "source_review_id": "UmF0aW5nLTMwNDk1MzQ5", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Jacob Thebault-Spieker receives sharply divided reviews. Some students find the course easy and well-structured, while others report vague requirements, boring lectures, and excessive workload. ```json { "citations": [ { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-21 17:50:30 +0000 UTC", "review_id": "933af21286fa17f01b35a885", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgxOTI4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-22 02:36:21 +0000 UTC", "review_id": "5cfdd1b9c7e0e56ec5d584da", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgzNzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-12-15 22:12:09 +0000 UTC", "review_id": "b92bee064601e90c11c13ad7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1NTQ0NjA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-04-01 18:38:49 +0000 UTC", "review_id": "1fa291b760fe8f36a237aeb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MDA4MzQ2", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-05-06 01:16:35 +0000 UTC", "review_id": "65d90ca8c463f7b9af24510b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MjU5NzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-03-31 02:46:48 +0000 UTC", "review_id": "1276021fd84d50703f7c90ca", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3NTYzNDA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-09-21 05:05:33 +0000 UTC", "review_id": "0f2f67b69979a8f58046f5b8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3Njg3ODAz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2024-12-13 11:22:16 +0000 UTC", "review_id": "f0dd2ae4668362e323b88768", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQwMjczMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-07-07 17:32:55 +0000 UTC", "review_id": "b8a66a32c02f9c10b05edebb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQxNDg2MTkx", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-12-12 02:58:10 +0000 UTC", "review_id": "caf5a2beb9328f51af674b39", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQyMTk3MjUz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students report conflicting experiences with lecture quality and clarity. Some find lectures boring and unhelpful, while others appreciate the passion and direct correlation to assignments. ```json { "citations": [ { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-21 17:50:30 +0000 UTC", "review_id": "933af21286fa17f01b35a885", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgxOTI4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-11-22 02:36:21 +0000 UTC", "review_id": "5cfdd1b9c7e0e56ec5d584da", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1MjgzNzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2021-12-15 22:12:09 +0000 UTC", "review_id": "b92bee064601e90c11c13ad7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM1NTQ0NjA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-04-01 18:38:49 +0000 UTC", "review_id": "1fa291b760fe8f36a237aeb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MDA4MzQ2", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2022-05-06 01:16:35 +0000 UTC", "review_id": "65d90ca8c463f7b9af24510b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM2MjU5NzA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-03-31 02:46:48 +0000 UTC", "review_id": "1276021fd84d50703f7c90ca", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3NTYzNDA4", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2023-09-21 05:05:33 +0000 UTC", "review_id": "0f2f67b69979a8f58046f5b8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTM3Njg3ODAz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2024-12-13 11:22:16 +0000 UTC", "review_id": "f0dd2ae4668362e323b88768", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQwMjczMzk3", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-07-07 17:32:55 +0000 UTC", "review_id": "b8a66a32c02f9c10b05edebb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQxNDg2MTkx", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" }, { "instructor_name": "Jacob Thebault-Spieker", "review_date": "2025-12-12 02:58:10 +0000 UTC", "review_id": "caf5a2beb9328f51af674b39", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2658929", "source_review_id": "UmF0aW5nLTQyMTk3MjUz", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history IRENE RAE is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" } ] } ``` JACOB THEBAULT-SPIEKER is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` TRACY LEWIS-WILLIAMS is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "COMPSCI 570", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "source_record": { "entity_id": "af9d93a2-e492-320d-af8d-9037cdbac6e5", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Junior standing or declared in the Capstone Certificate in Computer Sciences for Professionals", "course": null, "evidence": "Junior standing or declared in the Capstone Certificate in Computer Sciences for Professionals", "id": "n1", "kind": "condition" } ] ``` #### notes None recorded. #### root n1 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_69958c07a786a7fcb4b1c429", "source": "enrollment", "source_instructor_id": "thebaultspie", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jacob Thebault-Spieker", "email": "JACOB.THEBAULTSPIEKER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 31, "quality": 3.48, "difficulty": 1.94, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:2658929", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:10.549399+00:00", "courses": { "course_0f3c5b46df0c6f3e2fd183c1": { "review_count": 13, "quality": 4.31, "difficulty": 1.69, "quality_count": 13, "difficulty_count": 13 }, "course_8e330bc7deed0164dc8f9e2b": { "review_count": 18, "quality": 2.89, "difficulty": 2.11, "quality_count": 18, "difficulty_count": 18 } }, "bayesian_quality": 3.5504650131555273, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JACOB_THEBAULT-SPIEKER" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:023524", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1272", "source_course_id": "023524", "source_subject_id": "266", "title": "Introduction to Human-Computer Interaction", "credits_min": 3, "credits_max": 3, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29163", "term_id": "1272", "source_section_id": "29163", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 250, "enrolled": 250, "waitlisted": 18, "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_3de0ef4958551736222141f6", "source": "madgrades", "source_instructor_id": "4631798", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BILGE MUTLU", "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": 13, "quality": 3.69, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:2474914", "source_url": "https://www.ratemyprofessors.com/professor/2474914", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:46.928668+00:00", "courses": { "course_87400c0728797946c5cef14c": { "review_count": 13, "quality": 3.69, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.6716277476039973, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.636, "graded": 1467, "counts": [ 848, 361, 163, 44, 35, 10, 6 ], "sections": 178 }, "instructor_url": "/instructors/BILGE_MUTLU--instructor_3de0ef4958551736222141f6" }, { "instructor_uid": "instructor_ec8997288b7636f7703415c8", "source": "madgrades", "source_instructor_id": "4575969", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALLISON TERRELL", "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": 3.833, "graded": 30, "counts": [ 22, 6, 2, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ALLISON_TERRELL--instructor_ec8997288b7636f7703415c8" }, { "instructor_uid": "instructor_bc4da4467bcce341bc1416c7", "source": "madgrades", "source_instructor_id": "4416569", "identity_basis": "source_id", "identity_status": "source_identified", "name": "IRENE RAE", "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": 1.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:1899333", "source_url": "https://www.ratemyprofessors.com/professor/1899333", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:45.255145+00:00", "courses": { "course_8e330bc7deed0164dc8f9e2b": { "review_count": 2, "quality": 1.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4633507123150866, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.228, "graded": 57, "counts": [ 11, 20, 17, 6, 2, 0, 1 ], "sections": 1 }, "instructor_url": "/instructors/IRENE_RAE" }, { "instructor_uid": "instructor_4366b53fcb36dd59f93fe83e", "source": "madgrades", "source_instructor_id": "4586684", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUQI HE", "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": 3.712, "graded": 106, "counts": [ 59, 33, 14, 0, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/YUQI_HE--instructor_4366b53fcb36dd59f93fe83e" }, { "instructor_uid": "instructor_7ec1193e55c86a696b8d1b75", "source": "madgrades", "source_instructor_id": "4695518", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SEAN ANDRIST", "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": 3.627, "graded": 59, "counts": [ 25, 24, 10, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/SEAN_ANDRIST" }, { "instructor_uid": "instructor_f84bb99f8faf48b727c8e74f", "source": "madgrades", "source_instructor_id": "5476239", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TRACY LEWIS-WILLIAMS", "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": 32, "quality": 1.78, "difficulty": 2.88, "quality_count": 32, "difficulty_count": 32, "profile_id": "rmp:2126212", "source_url": "https://www.ratemyprofessors.com/professor/2126212", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:15.133817+00:00", "courses": { "course_32bc831d31cf0c1254ddaf8d": { "review_count": 21, "quality": 1.43, "difficulty": 2.9, "quality_count": 21, "difficulty_count": 21 }, "course_8e330bc7deed0164dc8f9e2b": { "review_count": 11, "quality": 2.45, "difficulty": 2.82, "quality_count": 11, "difficulty_count": 11 } }, "bayesian_quality": 2.5029560705948444, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.627, "graded": 2295, "counts": [ 1423, 413, 283, 71, 72, 15, 18 ], "sections": 107 }, "instructor_url": "/instructors/TRACY_LEWIS-WILLIAMS--instructor_f84bb99f8faf48b727c8e74f" }, { "instructor_uid": "instructor_534d602c2073657ab908ec7b", "source": "madgrades", "source_instructor_id": "5912032", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TANANUN SONGDECHAKRAIWUT", "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": 3.619, "graded": 126, "counts": [ 56, 47, 20, 3, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/TANANUN_SONGDECHAKRAIWUT" }, { "instructor_uid": "instructor_8fa1562dc165a46503b3087c", "source": "madgrades", "source_instructor_id": "6080971", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUFEI WANG", "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": 3.619, "graded": 126, "counts": [ 56, 47, 20, 3, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/YUFEI_WANG" }, { "instructor_uid": "instructor_e0264133ba028061f201354c", "source": "madgrades", "source_instructor_id": "6185579", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ETHAN SAYLES", "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": 3.619, "graded": 126, "counts": [ 56, 47, 20, 3, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ETHAN_SAYLES--instructor_e0264133ba028061f201354c" }, { "instructor_uid": "instructor_4561aa717dd3770d5586704a", "source": "madgrades", "source_instructor_id": "5566474", "identity_basis": "source_id", "identity_status": "source_identified", "name": "COLE NELSON", "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": 3.452, "graded": 3579, "counts": [ 1389, 1163, 688, 177, 86, 51, 25 ], "sections": 32 }, "instructor_url": "/instructors/COLE_NELSON--instructor_4561aa717dd3770d5586704a" }, { "instructor_uid": "instructor_7f517ddd31e47da4746bafaa", "source": "madgrades", "source_instructor_id": "6317195", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JACOB THEBAULT-SPIEKER", "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": 31, "quality": 3.48, "difficulty": 1.94, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:2658929", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:10.549399+00:00", "courses": { "course_0f3c5b46df0c6f3e2fd183c1": { "review_count": 13, "quality": 4.31, "difficulty": 1.69, "quality_count": 13, "difficulty_count": 13 }, "course_8e330bc7deed0164dc8f9e2b": { "review_count": 18, "quality": 2.89, "difficulty": 2.11, "quality_count": 18, "difficulty_count": 18 } }, "bayesian_quality": 3.5504650131555273, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.838, "graded": 3160, "counts": [ 2640, 311, 93, 48, 37, 8, 23 ], "sections": 42 }, "instructor_url": "/instructors/JACOB_THEBAULT-SPIEKER--instructor_7f517ddd31e47da4746bafaa" }, { "instructor_uid": "instructor_8ae899c980ea0e2a422766b9", "source": "madgrades", "source_instructor_id": "6374896", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMY KOIKE", "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": 3.641, "graded": 1490, "counts": [ 860, 369, 163, 51, 34, 9, 4 ], "sections": 9 }, "instructor_url": "/instructors/AMY_KOIKE--instructor_8ae899c980ea0e2a422766b9" }, { "instructor_uid": "instructor_d04c1cc916955c0f655b6605", "source": "madgrades", "source_instructor_id": "6291014", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SAYM IMTIAZ", "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": 3.814, "graded": 377, "counts": [ 280, 75, 12, 7, 0, 2, 1 ], "sections": 2 }, "instructor_url": "/instructors/SAYM_IMTIAZ" }, { "instructor_uid": "instructor_fea213fba8b553cb2b4e19d8", "source": "madgrades", "source_instructor_id": "6296841", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SAYALI ANIL ALATKAR", "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": 3.803, "graded": 185, "counts": [ 126, 50, 7, 1, 0, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/SAYALI_ANIL_ALATKAR--instructor_fea213fba8b553cb2b4e19d8" }, { "instructor_uid": "instructor_19205ff6d9583eda699a7547", "source": "madgrades", "source_instructor_id": "5655172", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WENXUAN ZHAO", "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": 3.561, "graded": 955, "counts": [ 529, 188, 138, 57, 33, 4, 6 ], "sections": 5 }, "instructor_url": "/instructors/WENXUAN_ZHAO" }, { "instructor_uid": "instructor_8598e24b3ee69b0d12bed6db", "source": "madgrades", "source_instructor_id": "5590304", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HONGTAO HAO", "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": 3.589, "graded": 1507, "counts": [ 782, 403, 215, 62, 32, 6, 7 ], "sections": 10 }, "instructor_url": "/instructors/HONGTAO_HAO" }, { "instructor_uid": "instructor_749951757ae9754aa453649d", "source": "madgrades", "source_instructor_id": "6302576", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZACH POTTER", "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": 3.846, "graded": 1024, "counts": [ 844, 102, 52, 11, 10, 2, 3 ], "sections": 5 }, "instructor_url": "/instructors/ZACH_POTTER--instructor_749951757ae9754aa453649d" }, { "instructor_uid": "instructor_8b730a70f992f8bc6a1dc673", "source": "madgrades", "source_instructor_id": "6289901", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BO-HSUN CHEN", "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": 3.523, "graded": 895, "counts": [ 527, 145, 104, 44, 53, 10, 12 ], "sections": 5 }, "instructor_url": "/instructors/BO-HSUN_CHEN" }, { "instructor_uid": "instructor_076937a7afc95fed688b7972", "source": "madgrades", "source_instructor_id": "6248867", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUJITHA PERUMAL", "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": 3.473, "graded": 691, "counts": [ 348, 134, 127, 38, 24, 15, 5 ], "sections": 5 }, "instructor_url": "/instructors/SUJITHA_PERUMAL" }, { "instructor_uid": "instructor_c910f08d9b4148b698a369a1", "source": "madgrades", "source_instructor_id": "6375695", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NITZAN ORR", "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": 3.659, "graded": 327, "counts": [ 211, 61, 32, 6, 13, 2, 2 ], "sections": 2 }, "instructor_url": "/instructors/NITZAN_ORR--instructor_c910f08d9b4148b698a369a1" }, { "instructor_uid": "instructor_6b2f8a625b958c34db2dab43", "source": "madgrades", "source_instructor_id": "6295386", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIWEI ZHANG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 4, "quality": 4.25, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2556649", "source_url": "https://www.ratemyprofessors.com/professor/2556649", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:31.825347+00:00", "courses": { "course_e420cb4ad0fb5cdf16dee294": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.7580714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.543, "graded": 1691, "counts": [ 927, 349, 264, 71, 32, 29, 19 ], "sections": 9 }, "instructor_url": "/instructors/YIWEI_ZHANG--instructor_6b2f8a625b958c34db2dab43" }, { "instructor_uid": "instructor_b34dc75ce0f6fda755db33c1", "source": "madgrades", "source_instructor_id": "5789969", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NITHIN WEERASINGHE", "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": 3.83, "graded": 442, "counts": [ 346, 55, 33, 5, 2, 1, 0 ], "sections": 3 }, "instructor_url": "/instructors/NITHIN_WEERASINGHE" }, { "instructor_uid": "instructor_f3689a005b91d51248bd5b65", "source": "madgrades", "source_instructor_id": "6225500", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XUANCHENG TU", "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": 3.641, "graded": 947, "counts": [ 610, 152, 122, 30, 13, 9, 11 ], "sections": 5 }, "instructor_url": "/instructors/XUANCHENG_TU--instructor_f3689a005b91d51248bd5b65" }, { "instructor_uid": "instructor_2a253ccde2e7724926dd8c92", "source": "madgrades", "source_instructor_id": "6655817", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WALEED ARSHAD", "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": 3.931, "graded": 943, "counts": [ 864, 53, 13, 4, 8, 0, 1 ], "sections": 4 }, "instructor_url": "/instructors/WALEED_ARSHAD" }, { "instructor_uid": "instructor_519a6ad71e579f9b4e6a99a9", "source": "madgrades", "source_instructor_id": "6648035", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUJIN KIM", "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": 3.931, "graded": 943, "counts": [ 864, 53, 13, 4, 8, 0, 1 ], "sections": 4 }, "instructor_url": "/instructors/YUJIN_KIM" }, { "instructor_uid": "instructor_c61790a56d2d429e8ce2e1c6", "source": "madgrades", "source_instructor_id": "6453506", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CAT NELSON", "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": 3.749, "graded": 618, "counts": [ 408, 142, 43, 18, 7, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/CAT_NELSON" }, { "instructor_uid": "instructor_1fda435d172bcce6702be588", "source": "madgrades", "source_instructor_id": "6358628", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HEIDI SPALITTA", "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": 3.729, "graded": 406, "counts": [ 281, 76, 27, 12, 5, 3, 2 ], "sections": 2 }, "instructor_url": "/instructors/HEIDI_SPALITTA" }, { "instructor_uid": "instructor_60f97078f68e2b31519e26a9", "source": "madgrades", "source_instructor_id": "6764598", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XINNING HE", "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": 3.903, "graded": 277, "counts": [ 253, 12, 4, 2, 5, 0, 1 ], "sections": 2 }, "instructor_url": "/instructors/XINNING_HE" }, { "instructor_uid": "instructor_f666c7cef8bd2248568df87c", "source": "madgrades", "source_instructor_id": "6069830", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KEXIN ZHANG", "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": 3.666, "graded": 440, "counts": [ 279, 91, 40, 17, 5, 6, 2 ], "sections": 2 }, "instructor_url": "/instructors/KEXIN_ZHANG--instructor_f666c7cef8bd2248568df87c" }, { "instructor_uid": "instructor_0b2459a488ebb886de405e0c", "source": "madgrades", "source_instructor_id": "6453508", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUNA HWANG", "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": 3.694, "graded": 619, "counts": [ 399, 118, 67, 21, 12, 0, 2 ], "sections": 4 }, "instructor_url": "/instructors/YUNA_HWANG" }, { "instructor_uid": "instructor_2a7b23818603c277737ef2b2", "source": "madgrades", "source_instructor_id": "6411361", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MAX KIRKORSKY", "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": 3.901, "graded": 217, "counts": [ 186, 22, 7, 1, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/MAX_KIRKORSKY--instructor_2a7b23818603c277737ef2b2" }, { "instructor_uid": "instructor_d4ab376aecaa3e1686772875", "source": "madgrades", "source_instructor_id": "6771827", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HEMANT CHANDAK", "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": 3.901, "graded": 217, "counts": [ 186, 22, 7, 1, 1, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/HEMANT_CHANDAK--instructor_d4ab376aecaa3e1686772875" }, { "instructor_uid": "instructor_69958c07a786a7fcb4b1c429", "source": "enrollment", "source_instructor_id": "thebaultspie", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jacob Thebault-Spieker", "email": "JACOB.THEBAULTSPIEKER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 31, "quality": 3.48, "difficulty": 1.94, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:2658929", "source_url": "https://www.ratemyprofessors.com/professor/2658929", "match_basis": "exact_name", "observed_at": "2026-09-07 16:35:10.549399+00:00", "courses": { "course_0f3c5b46df0c6f3e2fd183c1": { "review_count": 13, "quality": 4.31, "difficulty": 1.69, "quality_count": 13, "difficulty_count": 13 }, "course_8e330bc7deed0164dc8f9e2b": { "review_count": 18, "quality": 2.89, "difficulty": 2.11, "quality_count": 18, "difficulty_count": 18 } }, "bayesian_quality": 3.5504650131555273, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JACOB_THEBAULT-SPIEKER" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "Bilge Mutlu" ], "a": 1, "ab": 7, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "ALLISON TERRELL" ], "a": 22, "ab": 6, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "Bilge Mutlu" ], "a": 15, "ab": 18, "b": 11, "bc": 5, "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": 49, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Bilge Mutlu", "IRENE RAE" ], "a": 11, "ab": 20, "b": 17, "bc": 6, "c": 2, "d": 0, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 59, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "SEAN ANDRIST", "YUQI HE" ], "a": 25, "ab": 24, "b": 10, "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": 59, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "TRACY LEWIS-WILLIAMS" ], "a": 41, "ab": 15, "b": 20, "bc": 3, "c": 8, "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": 90, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "TRACY LEWIS-WILLIAMS" ], "a": 129, "ab": 39, "b": 7, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 178, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "TRACY LEWIS-WILLIAMS" ], "a": 152, "ab": 31, "b": 25, "bc": 9, "c": 4, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 223, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "ETHAN SAYLES", "TANANUN SONGDECHAKRAIWUT", "TRACY LEWIS-WILLIAMS", "YUFEI WANG" ], "a": 56, "ab": 47, "b": 20, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 9, "unsatisfactory": 4, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 139, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "AMY KOIKE", "Cole Nelson", "Jacob Thebault-Spieker", "SAYALI ANIL ALATKAR", "SAYM IMTIAZ" ], "a": 126, "ab": 50, "b": 7, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 186, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "AMY KOIKE", "HONGTAO HAO", "Jacob Thebault-Spieker", "SAYM IMTIAZ", "WENXUAN ZHAO" ], "a": 154, "ab": 25, "b": 5, "bc": 6, "c": 0, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 192, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "BO-HSUN CHEN", "HONGTAO HAO", "Jacob Thebault-Spieker", "WENXUAN ZHAO", "ZACH POTTER" ], "a": 153, "ab": 23, "b": 8, "bc": 4, "c": 2, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 192, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "BO-HSUN CHEN", "Jacob Thebault-Spieker", "NITZAN ORR", "SUJITHA PERUMAL", "ZACH POTTER" ], "a": 159, "ab": 19, "b": 9, "bc": 2, "c": 5, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 196, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Jacob Thebault-Spieker", "NITHIN WEERASINGHE", "XUANCHENG TU", "Yiwei Zhang", "ZACH POTTER" ], "a": 186, "ab": 8, "b": 3, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 200, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Jacob Thebault-Spieker", "WALEED ARSHAD", "XUANCHENG TU", "Yiwei Zhang", "Yoojin Kim", "ZACH POTTER" ], "a": 227, "ab": 10, "b": 3, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 242, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "AMY KOIKE", "CAT NELSON", "Jacob Thebault-Spieker", "WALEED ARSHAD", "Yoojin Kim" ], "a": 223, "ab": 15, "b": 3, "bc": 2, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 248, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "HEIDI SPALITTA", "Jacob Thebault-Spieker", "KEXIN ZHANG", "WALEED ARSHAD", "XINNING HE", "Yoojin Kim" ], "a": 228, "ab": 6, "b": 0, "bc": 1, "c": 2, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 240, "source_aliases": [ "COMPSCI 570" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 570", "course_uid": "course_8e330bc7deed0164dc8f9e2b", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "HEMANT CHANDAK", "Jacob Thebault-Spieker", "Max Kirkorsky", "WALEED ARSHAD", "YUNA HWANG", "Yoojin Kim" ], "a": 186, "ab": 22, "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": 217, "source_aliases": [ "COMPSCI 570" ] } ] ``` ### statistics #### gpa 3.806 #### graded 2728 #### counts * 2094 * 385 * 159 * 48 * 29 * 3 * 10 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8e330bc7deed0164dc8f9e2b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8e330bc7deed0164dc8f9e2b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8e330bc7deed0164dc8f9e2b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8e330bc7deed0164dc8f9e2b-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_8e330bc7deed0164dc8f9e2b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_8e330bc7deed0164dc8f9e2b-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8e330bc7deed0164dc8f9e2b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8e330bc7deed0164dc8f9e2b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8e330bc7deed0164dc8f9e2b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8e330bc7deed0164dc8f9e2b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.805535190615836 #### count 2728 #### university ##### size 5047 ##### gpa Percentile 59 ##### count Percentile 97 ##### median Count 152 ##### 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 | 12 | false | | 2.8–3.2 | 299 | false | | 3.2–3.6 | 1312 | false | | 3.6–4.0 | 3424 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 105, "gpaPercentile": 73, "countPercentile": 88, "medianCount": 318, "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": 59, "current": true } ] } } ] ``` ### terms #### 1114 ##### term 1114 ##### gpa 3.3636363636363638 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | #### 1124 ##### term 1124 ##### gpa 3.8333333333333335 ##### count 30 ##### university ###### size 821 ###### gpa Percentile 83 ###### count Percentile 0 ###### 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 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | false | | 3.6–4.0 | 280 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 95, "countPercentile": 0, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.438775510204082 ##### count 49 ##### university ###### size 852 ###### gpa Percentile 52 ###### count Percentile 33 ###### 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": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 76, "countPercentile": 24, "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": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 3.2280701754385963 ##### count 57 ##### university ###### size 878 ###### gpa Percentile 34 ###### count Percentile 42 ###### 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 | false | | 3.2–3.6 | 302 | true | | 3.6–4.0 | 299 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 26, "gpaPercentile": 52, "countPercentile": 36, "medianCount": 70.5, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 3.6271186440677967 ##### count 59 ##### university ###### size 935 ###### gpa Percentile 67 ###### count Percentile 45 ###### 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 | false | | 3.6–4.0 | 334 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 73, "countPercentile": 47, "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": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.3707865168539324 ##### count 89 ##### university ###### size 965 ###### gpa Percentile 41 ###### count Percentile 65 ###### 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": 58, "countPercentile": 52, "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 } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.8333333333333335 ##### count 177 ##### university ###### size 955 ###### gpa Percentile 82 ###### 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 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 86, "countPercentile": 76, "medianCount": 108, "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": 13, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.68609865470852 ##### count 223 ##### university ###### size 1010 ###### gpa Percentile 67 ###### count Percentile 90 ###### 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 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 83, "countPercentile": 67, "medianCount": 126, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.619047619047619 ##### count 126 ##### university ###### size 1012 ###### gpa Percentile 36 ###### count Percentile 77 ###### 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": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 49, "countPercentile": 66, "medianCount": 90.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.8027027027027027 ##### count 185 ##### university ###### size 1157 ###### gpa Percentile 71 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 84, "countPercentile": 71, "medianCount": 94.5, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.8255208333333335 ##### count 192 ##### university ###### size 1171 ###### gpa Percentile 73 ###### count Percentile 88 ###### 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 | false | | 3.6–4.0 | 616 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 45, "gpaPercentile": 80, "countPercentile": 70, "medianCount": 96, "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": 17, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.8046875 ##### count 192 ##### university ###### size 1216 ###### gpa Percentile 70 ###### 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 | 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": 76, "countPercentile": 76, "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 } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.8035714285714284 ##### count 196 ##### university ###### size 1188 ###### gpa Percentile 70 ###### count Percentile 87 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 78, "countPercentile": 67, "medianCount": 111, "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": 26, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.949748743718593 ##### count 199 ##### university ###### size 1241 ###### gpa Percentile 88 ###### count Percentile 88 ###### 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": 93, "countPercentile": 67, "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 } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.95850622406639 ##### count 241 ##### university ###### size 1333 ###### gpa Percentile 91 ###### count Percentile 90 ###### 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 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 89, "countPercentile": 72, "medianCount": 101, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.9129554655870447 ##### count 247 ##### university ###### size 1289 ###### gpa Percentile 83 ###### count Percentile 90 ###### 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": 94, "countPercentile": 71, "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 } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.947478991596639 ##### count 238 ##### university ###### size 1320 ###### gpa Percentile 87 ###### count Percentile 89 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 53, "gpaPercentile": 90, "countPercentile": 71, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 22, "current": false }, { "range": "3.6–4.0", "count": 21, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.9009216589861753 ##### count 217 ##### university ###### size 1283 ###### gpa Percentile 79 ###### count Percentile 89 ###### 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": 85, "countPercentile": 70, "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 } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5047 ###### gpa 3.685232253732186 ###### top Share 83.41893447149016 ###### count 152 ##### COMPSCI ###### size 105 ###### gpa 3.593588750529132 ###### top Share 78.94303691324555 ###### count 318 #### terms ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### COMPSCI ###### size 46 ###### gpa 3.4266761668874532 ###### top Share 68.93117403010548 ###### count 94.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### COMPSCI ###### size 45 ###### gpa 3.4719336884851772 ###### top Share 70.89188483398956 ###### count 96 ##### 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 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### COMPSCI ###### size 46 ###### gpa 3.457340982461054 ###### top Share 70.00975704504911 ###### count 111 ##### 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 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### COMPSCI ###### size 54 ###### gpa 3.5244021201456657 ###### top Share 75.07938169795783 ###### count 101 ##### 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 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### COMPSCI ###### size 53 ###### gpa 3.533845597774486 ###### top Share 75.31824598445624 ###### count 82 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_7f517ddd31e47da4746bafaa", "name": "JACOB THEBAULT-SPIEKER", "count": 1907, "terms": [ { "term": "1222", "count": 185, "sections": 1, "gpa": 3.8027027027027027 }, { "term": "1224", "count": 192, "sections": 1, "gpa": 3.8255208333333335 }, { "term": "1232", "count": 192, "sections": 1, "gpa": 3.8046875 }, { "term": "1234", "count": 196, "sections": 1, "gpa": 3.8035714285714284 }, { "term": "1244", "count": 199, "sections": 1, "gpa": 3.949748743718593 }, { "term": "1252", "count": 241, "sections": 1, "gpa": 3.95850622406639 }, { "term": "1254", "count": 247, "sections": 1, "gpa": 3.9129554655870447 }, { "term": "1262", "count": 238, "sections": 1, "gpa": 3.947478991596639 }, { "term": "1264", "count": 217, "sections": 1, "gpa": 3.9009216589861753 } ] }, { "uid": "instructor_2a253ccde2e7724926dd8c92", "name": "WALEED ARSHAD", "count": 943, "terms": [ { "term": "1252", "count": 241, "sections": 1, "gpa": 3.95850622406639 }, { "term": "1254", "count": 247, "sections": 1, "gpa": 3.9129554655870447 }, { "term": "1262", "count": 238, "sections": 1, "gpa": 3.947478991596639 }, { "term": "1264", "count": 217, "sections": 1, "gpa": 3.9009216589861753 } ] }, { "uid": "instructor_519a6ad71e579f9b4e6a99a9", "name": "YUJIN KIM", "count": 943, "terms": [ { "term": "1252", "count": 241, "sections": 1, "gpa": 3.95850622406639 }, { "term": "1254", "count": 247, "sections": 1, "gpa": 3.9129554655870447 }, { "term": "1262", "count": 238, "sections": 1, "gpa": 3.947478991596639 }, { "term": "1264", "count": 217, "sections": 1, "gpa": 3.9009216589861753 } ] }, { "uid": "instructor_749951757ae9754aa453649d", "name": "ZACH POTTER", "count": 828, "terms": [ { "term": "1232", "count": 192, "sections": 1, "gpa": 3.8046875 }, { "term": "1234", "count": 196, "sections": 1, "gpa": 3.8035714285714284 }, { "term": "1244", "count": 199, "sections": 1, "gpa": 3.949748743718593 }, { "term": "1252", "count": 241, "sections": 1, "gpa": 3.95850622406639 } ] }, { "uid": "instructor_8ae899c980ea0e2a422766b9", "name": "AMY KOIKE", "count": 624, "terms": [ { "term": "1222", "count": 185, "sections": 1, "gpa": 3.8027027027027027 }, { "term": "1224", "count": 192, "sections": 1, "gpa": 3.8255208333333335 }, { "term": "1254", "count": 247, "sections": 1, "gpa": 3.9129554655870447 } ] }, { "uid": "instructor_f84bb99f8faf48b727c8e74f", "name": "TRACY LEWIS-WILLIAMS", "count": 615, "terms": [ { "term": "1164", "count": 89, "sections": 1, "gpa": 3.3707865168539324 }, { "term": "1174", "count": 177, "sections": 2, "gpa": 3.8333333333333335 }, { "term": "1184", "count": 223, "sections": 2, "gpa": 3.68609865470852 }, { "term": "1204", "count": 126, "sections": 1, "gpa": 3.619047619047619 } ] }, { "uid": "instructor_6b2f8a625b958c34db2dab43", "name": "YIWEI ZHANG", "count": 440, "terms": [ { "term": "1244", "count": 199, "sections": 1, "gpa": 3.949748743718593 }, { "term": "1252", "count": 241, "sections": 1, "gpa": 3.95850622406639 } ] }, { "uid": "instructor_f3689a005b91d51248bd5b65", "name": "XUANCHENG TU", "count": 440, "terms": [ { "term": "1244", "count": 199, "sections": 1, "gpa": 3.949748743718593 }, { "term": "1252", "count": 241, "sections": 1, "gpa": 3.95850622406639 } ] }, { "uid": "instructor_8b730a70f992f8bc6a1dc673", "name": "BO-HSUN CHEN", "count": 388, "terms": [ { "term": "1232", "count": 192, "sections": 1, "gpa": 3.8046875 }, { "term": "1234", "count": 196, "sections": 1, "gpa": 3.8035714285714284 } ] }, { "uid": "instructor_19205ff6d9583eda699a7547", "name": "WENXUAN ZHAO", "count": 384, "terms": [ { "term": "1224", "count": 192, "sections": 1, "gpa": 3.8255208333333335 }, { "term": "1232", "count": 192, "sections": 1, "gpa": 3.8046875 } ] }, { "uid": "instructor_8598e24b3ee69b0d12bed6db", "name": "HONGTAO HAO", "count": 384, "terms": [ { "term": "1224", "count": 192, "sections": 1, "gpa": 3.8255208333333335 }, { "term": "1232", "count": 192, "sections": 1, "gpa": 3.8046875 } ] }, { "uid": "instructor_d04c1cc916955c0f655b6605", "name": "SAYM IMTIAZ", "count": 377, "terms": [ { "term": "1222", "count": 185, "sections": 1, "gpa": 3.8027027027027027 }, { "term": "1224", "count": 192, "sections": 1, "gpa": 3.8255208333333335 } ] }, { "uid": "instructor_c61790a56d2d429e8ce2e1c6", "name": "CAT NELSON", "count": 247, "terms": [ { "term": "1254", "count": 247, "sections": 1, "gpa": 3.9129554655870447 } ] }, { "uid": "instructor_1fda435d172bcce6702be588", "name": "HEIDI SPALITTA", "count": 238, "terms": [ { "term": "1262", "count": 238, "sections": 1, "gpa": 3.947478991596639 } ] }, { "uid": "instructor_60f97078f68e2b31519e26a9", "name": "XINNING HE", "count": 238, "terms": [ { "term": "1262", "count": 238, "sections": 1, "gpa": 3.947478991596639 } ] }, { "uid": "instructor_f666c7cef8bd2248568df87c", "name": "KEXIN ZHANG", "count": 238, "terms": [ { "term": "1262", "count": 238, "sections": 1, "gpa": 3.947478991596639 } ] }, { "uid": "instructor_0b2459a488ebb886de405e0c", "name": "YUNA HWANG", "count": 217, "terms": [ { "term": "1264", "count": 217, "sections": 1, "gpa": 3.9009216589861753 } ] }, { "uid": "instructor_2a7b23818603c277737ef2b2", "name": "MAX KIRKORSKY", "count": 217, "terms": [ { "term": "1264", "count": 217, "sections": 1, "gpa": 3.9009216589861753 } ] }, { "uid": "instructor_d4ab376aecaa3e1686772875", "name": "HEMANT CHANDAK", "count": 217, "terms": [ { "term": "1264", "count": 217, "sections": 1, "gpa": 3.9009216589861753 } ] }, { "uid": "instructor_b34dc75ce0f6fda755db33c1", "name": "NITHIN WEERASINGHE", "count": 199, "terms": [ { "term": "1244", "count": 199, "sections": 1, "gpa": 3.949748743718593 } ] }, { "uid": "instructor_076937a7afc95fed688b7972", "name": "SUJITHA PERUMAL", "count": 196, "terms": [ { "term": "1234", "count": 196, "sections": 1, "gpa": 3.8035714285714284 } ] }, { "uid": "instructor_c910f08d9b4148b698a369a1", "name": "NITZAN ORR", "count": 196, "terms": [ { "term": "1234", "count": 196, "sections": 1, "gpa": 3.8035714285714284 } ] }, { "uid": "instructor_4561aa717dd3770d5586704a", "name": "COLE NELSON", "count": 185, "terms": [ { "term": "1222", "count": 185, "sections": 1, "gpa": 3.8027027027027027 } ] }, { "uid": "instructor_fea213fba8b553cb2b4e19d8", "name": "SAYALI ANIL ALATKAR", "count": 185, "terms": [ { "term": "1222", "count": 185, "sections": 1, "gpa": 3.8027027027027027 } ] }, { "uid": "instructor_534d602c2073657ab908ec7b", "name": "TANANUN SONGDECHAKRAIWUT", "count": 126, "terms": [ { "term": "1204", "count": 126, "sections": 1, "gpa": 3.619047619047619 } ] }, { "uid": "instructor_8fa1562dc165a46503b3087c", "name": "YUFEI WANG", "count": 126, "terms": [ { "term": "1204", "count": 126, "sections": 1, "gpa": 3.619047619047619 } ] }, { "uid": "instructor_e0264133ba028061f201354c", "name": "ETHAN SAYLES", "count": 126, "terms": [ { "term": "1204", "count": 126, "sections": 1, "gpa": 3.619047619047619 } ] }, { "uid": "instructor_3de0ef4958551736222141f6", "name": "BILGE MUTLU", "count": 117, "terms": [ { "term": "1114", "count": 11, "sections": 1, "gpa": 3.3636363636363638 }, { "term": "1134", "count": 49, "sections": 1, "gpa": 3.438775510204082 }, { "term": "1144", "count": 57, "sections": 1, "gpa": 3.2280701754385963 } ] }, { "uid": "instructor_4366b53fcb36dd59f93fe83e", "name": "YUQI HE", "count": 59, "terms": [ { "term": "1154", "count": 59, "sections": 1, "gpa": 3.6271186440677967 } ] }, { "uid": "instructor_7ec1193e55c86a696b8d1b75", "name": "SEAN ANDRIST", "count": 59, "terms": [ { "term": "1154", "count": 59, "sections": 1, "gpa": 3.6271186440677967 } ] }, { "uid": "instructor_bc4da4467bcce341bc1416c7", "name": "IRENE RAE", "count": 57, "terms": [ { "term": "1144", "count": 57, "sections": 1, "gpa": 3.2280701754385963 } ] }, { "uid": "instructor_ec8997288b7636f7703415c8", "name": "ALLISON TERRELL", "count": 30, "terms": [ { "term": "1124", "count": 30, "sections": 1, "gpa": 3.8333333333333335 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.76 #### upper 4 #### coverage 80 #### terms 4 ### gpa 3.894399645878569 ### grades | grade | percentage | | ----- | ------------------- | | A | 87.06719775559557 | | AB | 9.26321645750496 | | B | 1.8969561606946486 | | BC | 0.6877568283594108 | | C | 0.6229515611752465 | | D | 0.0937522888742401 | | F | 0.36816894779592046 | ### source Terms * 1262 * 1252 * 1232 * 1222 ### source Count 856 ### same Season true ### historical Range * 3.802702702702703 * 3.9585062240663897 ### backtest #### terms 4 #### gpa Error 0.09080094736506927 #### mix Error 13.435665452552959