# COMPSCI 540: Introduction to Artificial Intelligence | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_540) ## 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 64f613c6b5d59a1bc0c00f15a8c9502701c840ae8a7f5749985c314900924003 ### course id COMPSCI 540 ### course uid course\_e0f984e8747ee9ccaba16d75 ### catalog version id 8e7bfcdeb335e1b40e4ba46fae814cf2a31fd168e305d1f78b186ee679e3e19c ### course number 540 ### subjects * COMPSCI ### title INTRODUCTION TO ARTIFICIAL INTELLIGENCE ### description Principles of knowledge-based search techniques, automatic deduction, knowledge representation using predicate logic, machine learning, probabilistic reasoning. Applications in tasks such as problem solving, data mining, game playing, natural language understanding, computer vision, speech recognition, and robotics. ### requirements text (COMP SCI 300or320), (MATH 320,340,341,345,375orM E/​COMP SCI/​E C E  532), and (STAT 311,324,333,340,371,MATH/​STAT  309,431,MATH 331,531, orE C E 331), or grad/professional standing, or declared in Capstone Cert in Computer Science for Prof ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:004280 ### llm job id enrich-b6d8f78c1be0d523cf09d00d ### llm output id c756f9ffb501bef9c96876dfa542cee7ec16c19968455036520a87ded6428d12 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to artificial intelligence covering search, logic, machine learning, and probabilistic reasoning. ### llm topics * Search techniques, automatic deduction, and predicate logic. * AI applications in problem solving, data mining, and robotics. ### llm skills * Knowledge-based search, automatic deduction, and knowledge representation. * Applying AI techniques to problem solving, data mining, and perception tasks. ### llm assumed background * Programming fundamentals including object-oriented design, data structures, and Python data science tools. * Linear algebra, matrix theory, and optimization concepts. ### llm search phrases * artificial intelligence principles * knowledge-based search * probabilistic reasoning applications * machine learning techniques * automatic deduction ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 71f53864470750291c233774bece115dcb35f1d76f14d579736d0951d519efe7 #### course id COMPSCI 540 #### current instructors ```json [ { "instructor_uid": "instructor_b9d805d331db1d024a68ffed", "message": "No course-specific reviews available", "name": "Kirthevasan Kandasamy", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3067011", "summary": [ { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.44 GPA, 65.5% A/AB (n=165 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_b8b55ebb322997b52025ef8f", "message": "No course-specific reviews available", "name": "Misha Khodak", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_ec1878010c68dc0e47f34349", "message": null, "name": "Young Wu", "review_status": "supported", "rmp_instructor_id": "rmp:2510986", "summary": [ { "citations": [ { "instructor_name": "Young Wu", "review_date": "2020-07-28 23:28:34 +0000 UTC", "review_id": "ee3b8f25f1c406ed193cb60b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTMzNTQxMzUz", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-08-27 05:58:29 +0000 UTC", "review_id": "b2d66bdf19947f89683d823c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTM5NzA4NjAw", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-19 17:06:18 +0000 UTC", "review_id": "caf84737397825a5d59e4a28", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzgyMzcx", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2026-08-12 04:13:17 +0000 UTC", "review_id": "cd049bada2799927a7ffef98", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQzMzYxMzA4", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" } ], "text": "Reviewers praise Young Wu for being responsive, patient, and passionate, with helpful office hours and engaging demos. He provides extra review sessions and fosters a supportive environment." }, { "citations": [ { "instructor_name": "Young Wu", "review_date": "2024-10-25 05:42:15 +0000 UTC", "review_id": "8c5a690728f4c523368f1ef1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTM5ODUzMjk4", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-05 20:33:14 +0000 UTC", "review_id": "c9bc5b816e96dde115b07409", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMTIyNDg5", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-11 14:25:47 +0000 UTC", "review_id": "173762a6cc7d2cda642d3e4b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMjE5NjU3", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-17 01:01:05 +0000 UTC", "review_id": "f390a5883779e75f9837e2fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzM0NDA5", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-17 04:09:22 +0000 UTC", "review_id": "8919d5d7d245a2c9f656cd85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzM4NTc3", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2026-05-02 19:05:34 +0000 UTC", "review_id": "b392791c21652fae7e22f405", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQzMDA0ODY1", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" } ], "text": "Wu faces criticism for unclear lectures, disorganized slides, and difficult exams misaligned with class material. Students report struggling to follow explanations and finding exams nearly impossible, suggesting independent study is necessary." }, { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.40 GPA, 65.4% A/AB (n=341 letter grades); Spring 2026: 3.39 GPA, 61.5% A/AB (n=135 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Exams are described as impossible or very difficult with low averages, while homework is considered useful and constitutes the majority of the grade. ```json { "citations": [ { "instructor_name": "Young Wu", "review_date": "2024-12-11 14:25:47 +0000 UTC", "review_id": "173762a6cc7d2cda642d3e4b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMjE5NjU3", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-17 01:01:05 +0000 UTC", "review_id": "f390a5883779e75f9837e2fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzM0NDA5", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2026-05-02 19:05:34 +0000 UTC", "review_id": "b392791c21652fae7e22f405", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQzMDA0ODY1", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Jerry Zhu, Yudong Chen: Yudong Chen is a passionate lecturer with easy, interesting weekly projects, though tests are considered the hardest part of the class. Jerry Zhu's review recommends waiting for Fred Sala's section, praising Sala's ability to break down complex theories clearly, though one reviewer suggests this perspective may reflect top student views. ```json { "citations": [ { "instructor_name": "Yudong Chen", "review_date": "2025-01-08 18:20:42 +0000 UTC", "review_id": "1e94a78e18b9fe34f9eff561", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3057885", "source_review_id": "UmF0aW5nLTQwNTA5MTY0", "source_url": "https://www.ratemyprofessors.com/professor/3057885", "type": "review" }, { "instructor_name": "Jerry Zhu", "review_date": "2025-04-01 01:23:35 +0000 UTC", "review_id": "c81eef35b13cbbd787669e78", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1785920", "source_review_id": "UmF0aW5nLTQwODQ3Nzk5", "source_url": "https://www.ratemyprofessors.com/professor/1785920", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Reviews for Young Wu are polarized; students praise his responsiveness and helpfulness but criticize his lectures as disorganized and exams as excessively difficult. ```json { "citations": [ { "instructor_name": "Young Wu", "review_date": "2020-07-28 23:28:34 +0000 UTC", "review_id": "ee3b8f25f1c406ed193cb60b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTMzNTQxMzUz", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-08-27 05:58:29 +0000 UTC", "review_id": "b2d66bdf19947f89683d823c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTM5NzA4NjAw", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-10-25 05:42:15 +0000 UTC", "review_id": "8c5a690728f4c523368f1ef1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTM5ODUzMjk4", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-05 20:33:14 +0000 UTC", "review_id": "c9bc5b816e96dde115b07409", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMTIyNDg5", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-11 14:25:47 +0000 UTC", "review_id": "173762a6cc7d2cda642d3e4b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMjE5NjU3", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-17 01:01:05 +0000 UTC", "review_id": "f390a5883779e75f9837e2fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzM0NDA5", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-17 04:09:22 +0000 UTC", "review_id": "8919d5d7d245a2c9f656cd85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzM4NTc3", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-19 17:06:18 +0000 UTC", "review_id": "caf84737397825a5d59e4a28", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzgyMzcx", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2026-05-02 19:05:34 +0000 UTC", "review_id": "b392791c21652fae7e22f405", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQzMDA0ODY1", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2026-08-12 04:13:17 +0000 UTC", "review_id": "cd049bada2799927a7ffef98", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQzMzYxMzA4", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.54 GPA, 71.4% A/AB (n=555 letter grades); Fall 2025: 3.64 GPA, 82.2% A/AB (n=544 letter grades); Spring 2026: 3.46 GPA, 67.0% A/AB (n=491 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Lectures are often hard to follow or lack detail, requiring students to rely on extra review sessions, recordings, or self-study to understand the material. ```json { "citations": [ { "instructor_name": "Young Wu", "review_date": "2024-12-05 20:33:14 +0000 UTC", "review_id": "c9bc5b816e96dde115b07409", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMTIyNDg5", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2024-12-17 04:09:22 +0000 UTC", "review_id": "8919d5d7d245a2c9f656cd85", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQwMzM4NTc3", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" }, { "instructor_name": "Young Wu", "review_date": "2026-05-02 19:05:34 +0000 UTC", "review_id": "b392791c21652fae7e22f405", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2510986", "source_review_id": "UmF0aW5nLTQzMDA0ODY1", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CHARLES ROBERT DYER is recorded teaching in Spring 2007, Fall 2007, Fall 2008, Fall 2009, Fall 2010, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` COLLIN ENGSTROM is recorded teaching in Spring 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" } ] } ``` FRED SALA is recorded teaching in Fall 2022, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` GARY DAHL is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" } ] } ``` JOSIAH HANNA is recorded teaching in Fall 2021, Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` JUDE SHAVLIK is recorded teaching in Spring 2008, Fall 2011, Spring 2013, Fall 2014, Fall 2015, Fall 2016. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" } ] } ``` KIRTHEVASAN KANDASAMY is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` MICHAEL COEN is recorded teaching in Spring 2009, Fall 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" } ] } ``` SCOTT ALFELD is recorded teaching in Spring 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" } ] } ``` VIKAS SINGH is recorded teaching in Spring 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" } ] } ``` YINGYU LIANG is recorded teaching in Spring 2018, Spring 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` YOUNG WU is recorded teaching in Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` YUDONG CHEN is recorded teaching in Fall 2021, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 540", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "source_record": { "entity_id": "de8a0a8c-e076-3ec2-8b6c-e1e1ee82a53e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "(COMP SCI 300or320), (MATH 320,340,341,345,375orM E/COMP SCI/E C E 532), and (STAT 311,324,333,340,371,MATH/STAT 309,431,MATH 331,531, orE C E 331), or grad/professional standing, or declared in Capstone Cert in Computer Science for Prof", "id": "n0", "kind": "any" }, { "children": [], "condition": "grad/professional standing", "course": null, "evidence": "grad/professional standing", "id": "n1", "kind": "condition" }, { "children": [], "condition": "declared in Capstone Cert in Computer Science for Prof", "course": null, "evidence": "declared in Capstone Cert in Computer Science for Prof", "id": "n2", "kind": "condition" }, { "children": [ "n4", "n5", "n6" ], "condition": null, "course": null, "evidence": "(COMP SCI 300or320), (MATH 320,340,341,345,375orM E/COMP SCI/E C E 532), and (STAT 311,324,333,340,371,MATH/STAT 309,431,MATH 331,531, orE C E 331)", "id": "n3", "kind": "all" }, { "children": [ "n7", "n8" ], "condition": null, "course": null, "evidence": "(COMP SCI 300or320)", "id": "n4", "kind": "any" }, { "children": [ "n9", "n10", "n11", "n12", "n13", "n14" ], "condition": null, "course": null, "evidence": "(MATH 320,340,341,345,375orM E/COMP SCI/E C E 532)", "id": "n5", "kind": "any" }, { "children": [ "n15", "n16", "n17", "n18", "n19", "n20", "n21", "n22", "n23", "n24" ], "condition": null, "course": null, "evidence": "(STAT 311,324,333,340,371,MATH/STAT 309,431,MATH 331,531, orE C E 331)", "id": "n6", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "COMP SCI 300", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "320", "id": "n8", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 320", "id": "n9", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "340", "id": "n10", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 341, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "341", "id": "n11", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 345, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "345", "id": "n12", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 375, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "375", "id": "n13", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 532, "minimum_grade": null, "subjects": [ "COMPSCI", "ECE", "ME" ], "timing": "prior" }, "evidence": "M E/COMP SCI/E C E 532", "id": "n14", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 311, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "STAT 311", "id": "n15", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 324, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "324", "id": "n16", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 333, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "333", "id": "n17", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "340", "id": "n18", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 371, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior" }, "evidence": "371", "id": "n19", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 309, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior" }, "evidence": "MATH/STAT 309", "id": "n20", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 431, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior" }, "evidence": "431", "id": "n21", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 331, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 331", "id": "n22", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 531, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "531", "id": "n23", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 331, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "E C E 331", "id": "n24", "kind": "course" } ] ``` #### notes * Unlinked course references 'M E/COMP SCI/E C E 532', 'MATH/STAT 309', 'MATH 331', 'MATH 531', and 'E C E 331' are treated as verbatim conditions requiring review for canonical identity. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_b9d805d331db1d024a68ffed", "source": "enrollment", "source_instructor_id": "kandasamy2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kirthevasan Kandasamy", "email": "KANDASAMY@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": 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"prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YOUNG_WU" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:004280", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1272", "source_course_id": "004280", "source_subject_id": "266", "title": "Introduction to Artificial Intelligence", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12910", "term_id": "1272", "source_section_id": "12910", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 130, "enrolled": 128, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:21204", "term_id": "1272", "source_section_id": "21204", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 140, "enrolled": 127, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35860", "term_id": "1272", "source_section_id": "35860", "identity_basis": "class_number", "section_number": "010", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 40, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": 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15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.584, "graded": 333, "counts": [ 145, 112, 64, 11, 1, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/ALEXANDER_GEPPERT--instructor_c29e9c64c9abe8a3f52e8fef" }, { "instructor_uid": "instructor_ef2ad9d440bb561269b5359c", "source": "madgrades", "source_instructor_id": "5413176", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SANGWOO SHIN", "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": 3.73, "graded": 378, "counts": [ 239, 99, 33, 1, 2, 2, 2 ], "sections": 2 }, "instructor_url": "/instructors/SANGWOO_SHIN--instructor_ef2ad9d440bb561269b5359c" }, { "instructor_uid": "instructor_09c037433e19326e11c4fb88", "source": "madgrades", "source_instructor_id": "6769847", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YAOLONG YU", "email": null, 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"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": 3.459, "graded": 1138, "counts": [ 518, 267, 238, 57, 27, 19, 12 ], "sections": 8 }, "instructor_url": "/instructors/TUNAN_WANG" }, { "instructor_uid": "instructor_b8b55ebb322997b52025ef8f", "source": "enrollment", "source_instructor_id": "khodak", "identity_basis": "netid", "identity_status": "source_identified", "name": "Misha Khodak", "email": "KHODAK@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/MISHA_KHODAK" }, { "instructor_uid": "instructor_b9d805d331db1d024a68ffed", "source": "enrollment", "source_instructor_id": "kandasamy2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kirthevasan Kandasamy", "email": "KANDASAMY@CS.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": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:3067011", "source_url": "https://www.ratemyprofessors.com/professor/3067011", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:41.342430+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KIRTHEVASAN_KANDASAMY" }, { "instructor_uid": "instructor_ec1878010c68dc0e47f34349", "source": "enrollment", "source_instructor_id": "wu489", "identity_basis": "netid", "identity_status": "source_identified", "name": "Young Wu", "email": "YW@CS.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": 48, "quality": 2.6, "difficulty": 3.54, "quality_count": 48, "difficulty_count": 48, "profile_id": "rmp:2510986", "source_url": "https://www.ratemyprofessors.com/professor/2510986", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:31.649346+00:00", "courses": { "course_e0f984e8747ee9ccaba16d75": { "review_count": 29, "quality": 2.45, "difficulty": 3.72, "quality_count": 29, "difficulty_count": 29 }, "course_1dae8ec78980ea57dc44f5c9": { "review_count": 9, "quality": 2.11, "difficulty": 3.78, "quality_count": 9, "difficulty_count": 9 }, "course_de12e29109d0c90ee086fcec": { "review_count": 3, "quality": 2.33, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.9116722892784104, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YOUNG_WU" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "XIAOJIN ZHU" ], "a": 9, "ab": 19, "b": 10, "bc": 7, "c": 2, "d": 0, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 50, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "CHARLES ROBERT DYER" ], "a": 9, "ab": 7, "b": 6, "bc": 8, "c": 5, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 2, "not_reported": 0, "other": 0, "total": 41, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", 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"passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 377, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "ASMIT NAYAK", "COLE DIIANNI", "Fred Sala", "JUSTIN KIEFEL", "Kirthevasan Kandasamy", "TIMOTHY OSSOWSKI", "YUXIN SUN", "Yi Liu", "Yingyu Liang", "ZIQIAN LIN", "ZIYI ZHANG", "Zhen Huang" ], "a": 201, "ab": 129, "b": 120, "bc": 15, "c": 16, "d": 4, "f": 5, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 1, "other": 0, "total": 494, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "ADAM LABIOSA", "ANA KLABJAN", "AXEL AGELII", "DYAH ADILA", "Josiah Hanna", "XIAOJIN ZHU", "YUNFU DENG", "Yi Liu" ], "a": 132, "ab": 113, "b": 67, "bc": 25, "c": 12, "d": 2, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 355, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "ANA KLABJAN", "ANDREW WANG", "ANIKET REGE", "CHENGPO YAN", "COLE DIIANNI", "HAFEEZ ALI ANEES ALI", "HAOTIAN MA", "JUSTIN KIEFEL", "WENXUAN ZHAO", "XIAOJIN ZHU", "YANG GUO", "Yingyu Liang", "Yudong Chen", "ZIYI ZHANG" ], "a": 198, "ab": 158, "b": 124, "bc": 32, "c": 12, "d": 7, "f": 5, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 539, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ADAM LABIOSA", "ANA KLABJAN", "ANDREW WANG", "Blerina Gkotse", "COLE DIIANNI", "Fred Sala", "HANXIU ZHU", "LISHENG REN", "SONIA CROMP", "YUXIN SUN", "Zhen Huang" ], "a": 192, "ab": 128, "b": 94, "bc": 16, "c": 10, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 443, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "ABHINAV NARAYAN HARISH", "ADAM LABIOSA", "ANDREW WANG", "ANIKET REGE", "BRAHMA PAVSE", "ELLIOT PICKENS", "GUY ZAMIR", "HAOTIAN MA", "Huifang Xu", "YUNA HWANG", "Young Wu", "Yudong Chen", "ZHIQI GAO" ], "a": 183, "ab": 154, "b": 112, "bc": 45, "c": 18, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 516, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "ABHINAV NARAYAN HARISH", "ANDREW WANG", "ANIKET REGE", "Blerina Gkotse", "DYAH ADILA", "ELLIOT PICKENS", "Fred Sala", "GUY ZAMIR", "JOON SUK HUH", "SAMUEL GUO", "SWATI GOVINDARAJU", "XUANFEI REN", "Yuxuan Li", "ZHIQI GAO" ], "a": 251, "ab": 145, "b": 132, "bc": 18, "c": 6, "d": 0, "f": 3, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 556, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "ABHINAV NARAYAN HARISH", "ALEXANDER GEPPERT", "ANIKET REGE", "Blerina Gkotse", "GUY ZAMIR", "Gavin Brown", "HAOYUE BAI", "Ningyu Wang", "SAMUEL GUO", "SANGWOO SHIN", "SHIVAM MITTAL", "XUANFEI REN" ], "a": 264, "ab": 183, "b": 89, "bc": 5, "c": 1, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 547, "source_aliases": [ "COMPSCI 540" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ABHINAV NARAYAN HARISH", "ALEXANDER GEPPERT", "Blerina Gkotse", "GUY ZAMIR", "HANXIU ZHU", "Han Wang", "Huifang Xu", "SHIVAM MITTAL", "TUNAN WANG", "XUANFEI REN", "YAOLONG YU", "Young Wu", "ZHIQI GAO" ], "a": 174, "ab": 155, "b": 123, "bc": 31, "c": 6, "d": 0, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 4, "no_work": 0, "not_reported": 1, "other": 0, "total": 497, "source_aliases": [ "COMPSCI 540" ] } ] ``` ### statistics #### gpa 3.308 #### graded 9437 #### counts * 3407 * 2301 * 2011 * 900 * 550 * 152 * 116 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e0f984e8747ee9ccaba16d75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e0f984e8747ee9ccaba16d75-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e0f984e8747ee9ccaba16d75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e0f984e8747ee9ccaba16d75-0.json) * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e0f984e8747ee9ccaba16d75-1.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e0f984e8747ee9ccaba16d75-1.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_e0f984e8747ee9ccaba16d75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e0f984e8747ee9ccaba16d75-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_e0f984e8747ee9ccaba16d75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_e0f984e8747ee9ccaba16d75-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e0f984e8747ee9ccaba16d75-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e0f984e8747ee9ccaba16d75-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.3078838613966304 #### count 9437 #### university ##### size 5784 ##### gpa Percentile 11 ##### count Percentile 99 ##### median Count 240.5 ##### 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 | 12 | false | | 2.8–3.2 | 363 | false | | 3.2–3.6 | 1576 | true | | 3.6–4.0 | 3833 | false | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 111, "gpaPercentile": 17, "countPercentile": 95, "medianCount": 595, "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": 32, "current": true }, { "range": "3.6–4.0", "count": 64, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.2083333333333335 ##### count 48 ##### university ###### size 723 ###### gpa Percentile 33 ###### count Percentile 33 ###### 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 | 62 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | true | | 3.6–4.0 | 180 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 13, "gpaPercentile": 75, "countPercentile": 42, "medianCount": 60, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 3, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1074 ##### term 1074 ##### gpa 2.858974358974359 ##### count 39 ##### university ###### size 695 ###### gpa Percentile 10 ###### count Percentile 17 ###### 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 | 3 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 184 | true | | 3.2–3.6 | 256 | false | | 3.6–4.0 | 199 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 13, "gpaPercentile": 25, "countPercentile": 33, "medianCount": 55, "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": 6, "current": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1082 ##### term 1082 ##### gpa 2.9017857142857144 ##### count 56 ##### university ###### size 723 ###### gpa Percentile 13 ###### count Percentile 40 ###### 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 | 51 | false | | 2.8–3.2 | 202 | true | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 15, "gpaPercentile": 21, "countPercentile": 57, "medianCount": 49, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1084 ##### term 1084 ##### gpa 3.077777777777778 ##### count 45 ##### university ###### size 720 ###### gpa Percentile 23 ###### count Percentile 27 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 207 | true | | 3.2–3.6 | 248 | false | | 3.6–4.0 | 217 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 14, "gpaPercentile": 46, "countPercentile": 31, "medianCount": 59, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 9, "current": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1092 ##### term 1092 ##### gpa 2.9671052631578947 ##### count 76 ##### university ###### size 732 ###### gpa Percentile 14 ###### count Percentile 53 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 41 | false | | 2.8–3.2 | 208 | true | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 16, "gpaPercentile": 27, "countPercentile": 53, "medianCount": 66.5, "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": 11, "current": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1094 ##### term 1094 ##### gpa 2.935064935064935 ##### count 77 ##### university ###### size 758 ###### gpa Percentile 11 ###### count Percentile 54 ###### median Count 71 ###### 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 | 35 | false | | 2.8–3.2 | 226 | true | | 3.2–3.6 | 259 | false | | 3.6–4.0 | 236 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 16, "gpaPercentile": 27, "countPercentile": 53, "medianCount": 72, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 8, "current": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1102 ##### term 1102 ##### gpa 2.885135135135135 ##### count 74 ##### university ###### size 774 ###### gpa Percentile 10 ###### count Percentile 55 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | true | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 19, "gpaPercentile": 11, "countPercentile": 67, "medianCount": 61, "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": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1104 ##### term 1104 ##### gpa 2.6792452830188678 ##### count 53 ##### university ###### size 793 ###### gpa Percentile 3 ###### count Percentile 40 ###### 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 | 4 | false | | 2.4–2.8 | 49 | true | | 2.8–3.2 | 205 | false | | 3.2–3.6 | 294 | false | | 3.6–4.0 | 241 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 0, "countPercentile": 52, "medianCount": 51.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 3, "current": true }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1112 ##### term 1112 ##### gpa 2.989010989010989 ##### count 91 ##### university ###### size 805 ###### gpa Percentile 16 ###### count Percentile 65 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 27, "gpaPercentile": 19, "countPercentile": 77, "medianCount": 41, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": true }, { "range": "3.2–3.6", "count": 10, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1114 ##### term 1114 ##### gpa 3.290909090909091 ##### count 55 ##### university ###### size 804 ###### gpa Percentile 43 ###### count Percentile 39 ###### 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 | 53 | false | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 292 | true | | 3.6–4.0 | 227 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 18, "gpaPercentile": 59, "countPercentile": 35, "medianCount": 58, "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": 6, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 3.1862745098039214 ##### count 102 ##### university ###### size 804 ###### gpa Percentile 33 ###### count Percentile 69 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | true | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 20, "gpaPercentile": 53, "countPercentile": 79, "medianCount": 54.5, "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": 10, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1124 ##### term 1124 ##### gpa 3.2452830188679247 ##### count 53 ##### university ###### size 821 ###### gpa Percentile 35 ###### count Percentile 38 ###### 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 | true | | 3.6–4.0 | 280 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 62, "countPercentile": 38, "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": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1132 ##### term 1132 ##### gpa 3.1762295081967213 ##### count 122 ##### university ###### size 851 ###### gpa Percentile 30 ###### count Percentile 75 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 40 | false | | 2.8–3.2 | 234 | true | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 23, "gpaPercentile": 41, "countPercentile": 82, "medianCount": 56, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 11, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.120833333333333 ##### count 120 ##### university ###### size 852 ###### gpa Percentile 24 ###### count Percentile 77 ###### 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 | true | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 29, "countPercentile": 81, "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": true }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 3.1166666666666667 ##### count 120 ##### university ###### size 853 ###### gpa Percentile 25 ###### count Percentile 75 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | true | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 28, "gpaPercentile": 33, "countPercentile": 81, "medianCount": 47.5, "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": 13, "current": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 3.2142857142857144 ##### count 133 ##### university ###### size 878 ###### gpa Percentile 33 ###### count Percentile 81 ###### 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": 48, "countPercentile": 80, "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 } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.276923076923077 ##### count 195 ##### university ###### size 918 ###### gpa Percentile 37 ###### count Percentile 89 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 41, "countPercentile": 86, "medianCount": 48.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 3.118131868131868 ##### count 182 ##### university ###### size 935 ###### gpa Percentile 22 ###### count Percentile 89 ###### 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 | true | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 27, "countPercentile": 83, "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": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.2481751824817517 ##### count 274 ##### university ###### size 954 ###### gpa Percentile 31 ###### count Percentile 93 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 35, "gpaPercentile": 44, "countPercentile": 97, "medianCount": 56, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.12 ##### count 200 ##### university ###### size 965 ###### gpa Percentile 19 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 32, "gpaPercentile": 29, "countPercentile": 87, "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": true }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.185990338164251 ##### count 207 ##### university ###### size 991 ###### gpa Percentile 24 ###### count Percentile 89 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | true | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 47, "countPercentile": 87, "medianCount": 74, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 16, "current": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.1265822784810124 ##### count 316 ##### university ###### size 955 ###### gpa Percentile 20 ###### count Percentile 95 ###### 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 | true | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 38, "countPercentile": 93, "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": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.077134986225895 ##### count 363 ##### university ###### size 1025 ###### gpa Percentile 16 ###### count Percentile 95 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 36, "gpaPercentile": 31, "countPercentile": 91, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3 ##### count 397 ##### university ###### size 1010 ###### gpa Percentile 10 ###### count Percentile 96 ###### 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 | true | | 3.2–3.6 | 355 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 20, "countPercentile": 87, "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": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 2.9927536231884058 ##### count 276 ##### university ###### size 1077 ###### gpa Percentile 8 ###### count Percentile 93 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | true | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 19, "countPercentile": 81, "medianCount": 95.5, "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": 15, "current": true }, { "range": "3.2–3.6", "count": 10, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.1185897435897436 ##### count 156 ##### university ###### size 1040 ###### gpa Percentile 18 ###### count Percentile 84 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | true | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 35, "countPercentile": 70, "medianCount": 92, "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": 15, "current": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.0614617940199333 ##### count 301 ##### university ###### size 1102 ###### gpa Percentile 11 ###### count Percentile 93 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 41, "gpaPercentile": 23, "countPercentile": 83, "medianCount": 91, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": true }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.4806949806949805 ##### count 259 ##### university ###### size 1012 ###### gpa Percentile 17 ###### count Percentile 93 ###### 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 | true | | 3.6–4.0 | 685 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 22, "countPercentile": 80, "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": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.4475703324808182 ##### count 391 ##### university ###### size 1111 ###### gpa Percentile 31 ###### count Percentile 95 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 49, "countPercentile": 85, "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": 12, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.4116809116809117 ##### count 351 ##### university ###### size 1157 ###### gpa Percentile 31 ###### count Percentile 94 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 53, "countPercentile": 82, "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": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.413563829787234 ##### count 376 ##### university ###### size 1171 ###### gpa Percentile 30 ###### count Percentile 95 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | true | | 3.6–4.0 | 616 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 45, "gpaPercentile": 50, "countPercentile": 77, "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": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.446938775510204 ##### count 490 ##### university ###### size 1216 ###### gpa Percentile 32 ###### count Percentile 96 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 41, "countPercentile": 88, "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": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.426553672316384 ##### count 354 ##### university ###### size 1188 ###### gpa Percentile 30 ###### count Percentile 94 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 49, "countPercentile": 78, "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": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.41044776119403 ##### count 536 ##### university ###### size 1295 ###### gpa Percentile 27 ###### count Percentile 97 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 41, "countPercentile": 88, "medianCount": 99, "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": 20, "current": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.5214446952595937 ##### count 443 ##### university ###### size 1241 ###### gpa Percentile 36 ###### count Percentile 96 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | true | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 51, "countPercentile": 82, "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": true }, { "range": "3.6–4.0", "count": 18, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.4079457364341086 ##### count 516 ##### university ###### size 1333 ###### gpa Percentile 23 ###### count Percentile 96 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 40, "countPercentile": 85, "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": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.5396396396396397 ##### count 555 ##### university ###### size 1289 ###### gpa Percentile 36 ###### count Percentile 98 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 55, "countPercentile": 90, "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": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.6378676470588234 ##### count 544 ##### university ###### size 1320 ###### gpa Percentile 43 ###### count Percentile 97 ###### 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": 63, "countPercentile": 88, "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 3.4562118126272914 ##### count 491 ##### university ###### size 1283 ###### gpa Percentile 27 ###### count Percentile 97 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 49, "countPercentile": 89, "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": true }, { "range": "3.6–4.0", "count": 19, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5784 ###### gpa 3.6736255573368366 ###### top Share 82.68719706118685 ###### count 240.5 ##### COMPSCI ###### size 111 ###### gpa 3.58591505945222 ###### top Share 78.46836733663805 ###### count 595 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### COMPSCI ###### size 13 ###### gpa 2.984228192055664 ###### top Share 46.24763313433178 ###### count 60 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### COMPSCI ###### size 13 ###### gpa 3.0855368848689455 ###### top Share 48.7445028912265 ###### count 55 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### COMPSCI ###### size 15 ###### gpa 3.146224995259422 ###### top Share 51.28801425895212 ###### count 49 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### COMPSCI ###### size 14 ###### gpa 3.144553029581605 ###### top Share 50.3940565180559 ###### count 59 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### COMPSCI ###### size 16 ###### gpa 3.14888347660136 ###### top Share 52.49548911325188 ###### count 66.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### COMPSCI ###### size 16 ###### gpa 3.1364214252215854 ###### top Share 48.56845161086566 ###### count 72 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### COMPSCI ###### size 19 ###### gpa 3.1851402069816737 ###### top Share 53.3667497934056 ###### count 61 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### COMPSCI ###### size 22 ###### gpa 3.200534462173063 ###### top Share 56.78409435721555 ###### count 51.5 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### COMPSCI ###### size 27 ###### gpa 3.2907039795974518 ###### top Share 61.485726181424475 ###### count 41 ##### 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 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### COMPSCI ###### size 20 ###### gpa 3.20674670802027 ###### top Share 56.51588103392879 ###### count 54.5 ##### 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 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### COMPSCI ###### size 23 ###### gpa 3.2325357852525465 ###### top Share 57.33650851473996 ###### count 56 ##### 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 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### COMPSCI ###### size 28 ###### gpa 3.279575360328891 ###### top Share 60.13197427273153 ###### count 47.5 ##### 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 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### COMPSCI ###### size 30 ###### gpa 3.3169698368361287 ###### top Share 64.20051564737066 ###### count 48.5 ##### 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 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### COMPSCI ###### size 35 ###### gpa 3.3323013900568625 ###### top Share 63.38685451839816 ###### count 56 ##### 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 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### COMPSCI ###### size 31 ###### gpa 3.3325489227746874 ###### top Share 61.97665055034616 ###### count 74 ##### 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 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### COMPSCI ###### size 36 ###### gpa 3.352907303323745 ###### top Share 63.88103454195665 ###### count 90.5 ##### 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 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3453717241366854 ###### top Share 64.2917310505246 ###### count 95.5 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3433846242383978 ###### top Share 63.409438479169644 ###### count 92 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### COMPSCI ###### size 41 ###### gpa 3.3598624373657553 ###### top Share 65.26544910639922 ###### count 91 ##### 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 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### COMPSCI ###### size 42 ###### gpa 3.450396020252364 ###### top Share 69.90950224603134 ###### count 96 ##### 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 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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_74e71544cb072def38511b27", "name": "XIAOJIN ZHU", "count": 1765, "terms": [ { "term": "1072", "count": 48, "sections": 1, "gpa": 3.2083333333333335 }, { "term": "1092", "count": 31, "sections": 1, "gpa": 3.096774193548387 }, { "term": "1102", "count": 33, "sections": 1, "gpa": 2.8636363636363638 }, { "term": "1112", "count": 39, "sections": 1, "gpa": 3.076923076923077 }, { "term": "1122", "count": 46, "sections": 1, "gpa": 3.3369565217391304 }, { "term": "1132", "count": 64, "sections": 1, "gpa": 3.0234375 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"name": "CHANG WANG", "count": 135, "terms": [ { "term": "1264", "count": 135, "sections": 1, "gpa": 3.388888888888889 } ] }, { "uid": "instructor_730f480008fffbb27d0034de", "name": "TUNAN WANG", "count": 135, "terms": [ { "term": "1264", "count": 135, "sections": 1, "gpa": 3.388888888888889 } ] }, { "uid": "instructor_5a76942f81ec7a7a85854e6a", "name": "ERIN WINTER", "count": 124, "terms": [ { "term": "1174", "count": 124, "sections": 1, "gpa": 3.0443548387096775 } ] }, { "uid": "instructor_825bcc9ce2c98f4ab1c29579", "name": "VIKAS SINGH", "count": 108, "terms": [ { "term": "1104", "count": 53, "sections": 1, "gpa": 2.6792452830188678 }, { "term": "1114", "count": 55, "sections": 1, "gpa": 3.290909090909091 } ] }, { "uid": "instructor_44297c315280d66a663f1fbc", "name": "SCOTT ALFELD", "count": 90, "terms": [ { "term": "1154", "count": 90, "sections": 1, "gpa": 3.0055555555555555 } ] }, { "uid": "instructor_ae6d3e38bcec5ad6b4559f22", "name": "GARY DAHL", "count": 88, "terms": [ { "term": "1162", "count": 88, "sections": 2, "gpa": 3.147727272727273 } ] }, { "uid": "instructor_692e82043490a74aaadb2bd0", "name": "VASILEIOS KONTONIS", "count": 70, "terms": [ { "term": "1224", "count": 70, "sections": 1, "gpa": 3.585714285714286 } ] }, { "uid": "instructor_bcca9e5a6593b15d14dc1de3", "name": "YUNHAN HU", "count": 58, "terms": [ { "term": "1222", "count": 58, "sections": 1, "gpa": 3.3793103448275863 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.12 #### upper 3.85 #### coverage 80 #### terms 8 ### gpa 3.4832127432936746 ### grades | grade | percentage | | ----- | ------------------- | | A | 42.093234354831466 | | AB | 28.744898048007055 | | B | 20.110753699817035 | | BC | 5.0972883344862785 | | C | 2.7804194868170384 | | D | 0.7048728327159735 | | F | 0.46853324332514723 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 2437 ### same Season true ### historical Range * 3.4079457364341086 * 3.637867647058824 ### backtest #### terms 8 #### gpa Error 0.16927191625962223 #### mix Error 14.12086455505078