# COMPSCI 577: Introduction to Algorithms | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_577) ## 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 a740509620516ffc64476f186594e5f4f3ac6b39e55c6ca763aa0222e2a4253d ### course id COMPSCI 577 ### course uid course\_de12e29109d0c90ee086fcec ### catalog version id 6f3b8da9dbde42e2f0c1bb102585eff8746d8d5ceb9e35088102380690dd939b ### course number 577 ### subjects * COMPSCI ### title INTRODUCTION TO ALGORITHMS ### description Basic paradigms for the design and analysis of efficient algorithms: greed, divide-and-conquer, dynamic programming, reductions, and the use of randomness. Computational intractability including typical NP-complete problems and ways to deal with them. ### requirements text (MATH/​COMP SCI  240orSTAT/​COMP SCI/​MATH  475) and (COMP SCI 367 or400), or graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals ### credits min 4 ### credits max 4 ### credit offering ids * 1272:266:004289 ### llm job id enrich-b6d8f78c1be0d523cf09d00d ### llm output id b9b5e02d1c99fd9de837b4d25bca82a611c8cc912216c82f095b31bbfcee8f02 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to efficient algorithm design paradigms and analysis of computational intractability. ### llm topics * Algorithm design paradigms: greedy, divide-and-conquer, dynamic programming, reductions, randomness. * Computational intractability and NP-complete problems. ### llm skills * Algorithm design and analysis using greedy, divide-and-conquer, and dynamic programming paradigms. * Understanding computational intractability and handling NP-complete problems. ### llm assumed background * Discrete mathematics, graph theory, combinatorics, and programming fundamentals. ### llm search phrases * algorithm design paradigms * NP-complete problems * discrete math prerequisites * COMPSCI 577 syllabus ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 8616be7d3948fa99f9453b4f34752e698b0316310d7e8d33638d9307401b6f26 #### course id COMPSCI 577 #### current instructors ```json [ { "instructor_uid": "instructor_5b07ff954db288ff1052dd87", "message": null, "name": "Marc Renault", "review_status": "supported", "rmp_instructor_id": "rmp:2316450", "summary": [ { "citations": [ { "instructor_name": "Marc Renault", "review_date": "2021-04-20 07:21:22 +0000 UTC", "review_id": "04484496df336414e4522aac", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM0NTgwMTk5", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2023-05-24 21:45:00 +0000 UTC", "review_id": "8ad39aab62b0d89f6e812ad8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM3OTg1NTc4", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" } ], "text": "Marc Renault is described as kind and reachable, with clear expectations and well-structured course materials. Reviewers note he explains topics well, though the class content itself remains difficult." }, { "citations": [ { "instructor_name": "Marc Renault", "review_date": "2022-11-23 02:31:00 +0000 UTC", "review_id": "aab2175126a34e4e818b4ac3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM2ODgzOTYw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2024-04-23 22:22:06 +0000 UTC", "review_id": "8f5d88321bf3ba2af2b454fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM5MTQ2MDQy", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2024-10-14 17:33:44 +0000 UTC", "review_id": "cac95ca77d9d5fdf2d20c3bd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM5ODExOTI3", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2025-03-11 20:22:25 +0000 UTC", "review_id": "6255838068a288e5116d1abf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQwNzU5MTQ3", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2025-10-20 23:26:55 +0000 UTC", "review_id": "0ee7d5df38a41b0bd93bd54b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQxNzM2MDAw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2026-04-14 17:28:51 +0000 UTC", "review_id": "d2579a97a1aa25598d5c2833", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQyODM0MTkw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2026-05-05 04:40:51 +0000 UTC", "review_id": "9d6801fc709dbcfa5562d87a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQzMDI4MjIw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2026-08-24 06:36:24 +0000 UTC", "review_id": "1d443c0fffc96d9b377b93be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQzMzg0NTEz", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" } ], "text": "Many reviewers criticize his lectures as rushed, poorly explained, or disconnected from assignments. Some report rude behavior, lack of student support, and exams focused on difficulty rather than learning." }, { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 2.97 GPA, 47.3% A/AB (n=433 letter grades); Fall 2025: 2.89 GPA, 37.7% A/AB (n=305 letter grades); Spring 2026: 2.75 GPA, 36.7% A/AB (n=368 letter grades)." } ] }, { "instructor_uid": "instructor_f63c770de2d7237adebbd130", "message": null, "name": "Sandeep Silwal", "review_status": "supported", "rmp_instructor_id": "rmp:3060917", "summary": [ { "citations": [ { "instructor_name": "Sandeep Silwal", "review_date": "2025-04-08 22:56:44 +0000 UTC", "review_id": "2712cb9bf27359b8a7de57aa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQwODk3Njk1", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-05-20 13:55:10 +0000 UTC", "review_id": "769cdad4bc1a3b72d0934fe7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQxMzI5NDUw", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-12-19 05:30:46 +0000 UTC", "review_id": "3115cbeb38dc361f80f7e095", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQyMzQzNDAz", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" } ], "text": "Sandeep Silwal receives praise for engaging lectures where he explains concepts on the chalkboard rather than reading slides. Reviewers describe him as passionate, helpful, and caring, with some preferring his instruction over Marc Renault." }, { "citations": [ { "instructor_name": "Sandeep Silwal", "review_date": "2024-12-13 22:05:04 +0000 UTC", "review_id": "30845399149663cbdf56586a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQwMjgzMjAw", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-01-11 06:22:37 +0000 UTC", "review_id": "efad559873eb7878d9e660ef", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQwNTI3NTY0", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-11-20 19:40:39 +0000 UTC", "review_id": "ec1cd281a5bb74e24b0db953", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQxOTE3Mjcw", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" } ], "text": "Other reviewers criticize Silwal for being rude, unresponsive to student input, and poor at time management. They report that course materials are often unclear and that lectures may not align well with exam content." }, { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 2.65 GPA, 39.4% A/AB (n=33 letter grades); Fall 2025: 3.13 GPA, 43.0% A/AB (n=86 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload The course is consistently described as hard, requiring significant extra time outside of class. Workload includes challenging homeworks and a stressful final exam that varies in difficulty, with grading often relying on participation or bonus points. ```json { "citations": [ { "instructor_name": "Marc Renault", "review_date": "2021-04-20 07:21:22 +0000 UTC", "review_id": "04484496df336414e4522aac", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM0NTgwMTk5", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2023-05-24 21:45:00 +0000 UTC", "review_id": "8ad39aab62b0d89f6e812ad8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM3OTg1NTc4", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-04-08 22:56:44 +0000 UTC", "review_id": "2712cb9bf27359b8a7de57aa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQwODk3Njk1", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2026-08-24 06:36:24 +0000 UTC", "review_id": "1d443c0fffc96d9b377b93be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQzMzg0NTEz", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Sandeep Silwal is praised for engaging lectures and clear explanations, though the course remains difficult. Marc Renault receives mixed reviews, with some finding him kind and structured, while others criticize his rushed lectures and poor teaching style. ```json { "citations": [ { "instructor_name": "Sandeep Silwal", "review_date": "2025-04-08 22:56:44 +0000 UTC", "review_id": "2712cb9bf27359b8a7de57aa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQwODk3Njk1", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-05-20 13:55:10 +0000 UTC", "review_id": "769cdad4bc1a3b72d0934fe7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQxMzI5NDUw", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-12-19 05:30:46 +0000 UTC", "review_id": "3115cbeb38dc361f80f7e095", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQyMzQzNDAz", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2021-04-20 07:21:22 +0000 UTC", "review_id": "04484496df336414e4522aac", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM0NTgwMTk5", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2023-05-24 21:45:00 +0000 UTC", "review_id": "8ad39aab62b0d89f6e812ad8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM3OTg1NTc4", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2022-11-23 02:31:00 +0000 UTC", "review_id": "aab2175126a34e4e818b4ac3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM2ODgzOTYw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2024-04-23 22:22:06 +0000 UTC", "review_id": "8f5d88321bf3ba2af2b454fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM5MTQ2MDQy", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.06 GPA, 52.4% A/AB (n=483 letter grades); Fall 2025: 3.04 GPA, 45.2% A/AB (n=438 letter grades); Spring 2026: 2.82 GPA, 39.9% A/AB (n=501 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Marc Renault's lectures are criticized for being rushed and reading off slides, forcing reliance on external resources. Silwal's board work and online responsiveness are valued, though some find his explanations confusing or his time management poor. ```json { "citations": [ { "instructor_name": "Marc Renault", "review_date": "2022-11-23 02:31:00 +0000 UTC", "review_id": "aab2175126a34e4e818b4ac3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM2ODgzOTYw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2024-04-23 22:22:06 +0000 UTC", "review_id": "8f5d88321bf3ba2af2b454fb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTM5MTQ2MDQy", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Marc Renault", "review_date": "2025-10-20 23:26:55 +0000 UTC", "review_id": "0ee7d5df38a41b0bd93bd54b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2316450", "source_review_id": "UmF0aW5nLTQxNzM2MDAw", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-05-20 13:55:10 +0000 UTC", "review_id": "769cdad4bc1a3b72d0934fe7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQxMzI5NDUw", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-08-15 16:54:05 +0000 UTC", "review_id": "a2659169bc2386560da05175", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQxNTc2MDE4", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" }, { "instructor_name": "Sandeep Silwal", "review_date": "2025-11-20 19:40:39 +0000 UTC", "review_id": "ec1cd281a5bb74e24b0db953", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3060917", "source_review_id": "UmF0aW5nLTQxOTE3Mjcw", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALEXANDER BROOKS is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` CHRISTOS TZAMOS is recorded teaching in Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` DEBORAH JOSEPH is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Fall 2009, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" } ] } ``` ERIC BACH is recorded teaching in Fall 2008, Fall 2013, Spring 2015, Spring 2016, Fall 2016, Fall 2019, Fall 2021, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` JEREMY MCMAHAN is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` JIN-YI CAI is recorded teaching in Fall 2011, Fall 2017, Fall 2020, Spring 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ] } ``` MANOLIS VLATAKIS 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 577", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` MARC RENAULT is recorded teaching in Spring 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` SANDEEP SILWAL is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` SHUCHI CHAWLA is recorded teaching in Fall 2006, Spring 2010, Fall 2010, Spring 2012, Fall 2012, Fall 2014, Spring 2016, Spring 2017, Spring 2018, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI 577", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "source_record": { "entity_id": "1f36cc02-0eee-3fcf-be09-1ad17aecf83c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "(MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475) and (COMP SCI 367 or400), or graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals", "id": "n0", "kind": "any" }, { "children": [ "n4", "n5" ], "condition": null, "course": null, "evidence": "(MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475) and (COMP SCI 367 or400)", "id": "n1", "kind": "all" }, { "children": [ "n6", "n7" ], "condition": null, "course": null, "evidence": "COMP SCI 367 or400", "id": "n2", "kind": "any" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n3", "kind": "condition" }, { "children": [], "condition": "declared in the Capstone Certificate in Computer Sciences for Professionals", "course": null, "evidence": "declared in the Capstone Certificate in Computer Sciences for Professionals", "id": "n4", "kind": "condition" }, { "children": [ "n8", "n9" ], "condition": null, "course": null, "evidence": "MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475", "id": "n5", "kind": "any" }, { "children": [], "condition": "COMP SCI 367", "course": null, "evidence": "COMP SCI 367", "id": "n6", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 400, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "400", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 240, "minimum_grade": null, "subjects": [ "COMPSCI", "MATH" ], "timing": "prior" }, "evidence": "MATH/COMP SCI 240", "id": "n8", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 475, "minimum_grade": null, "subjects": [ "COMPSCI", "MATH", "STAT" ], "timing": "prior" }, "evidence": "STAT/COMP SCI/MATH 475", "id": "n9", "kind": "course" } ] ``` #### notes * COMPSCI 367 is mentioned in requirements\_text but not found in linked\_courses or lookup results. It is treated as a verbatim condition requiring review. * The phrase 'MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475' is parsed as an OR between two course references. * The phrase 'COMP SCI 367 or400' is parsed as an OR between a condition and a course. * The main structure is (Prereq A and Prereq B) or Standing or Certificate. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_5b07ff954db288ff1052dd87", "source": "enrollment", "source_instructor_id": "mrenault", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marc Renault", "email": "MRENAULT@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": 168, "quality": 2.33, "difficulty": 4.2, "quality_count": 168, "difficulty_count": 168, "profile_id": "rmp:2316450", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:19.997838+00:00", "courses": { "course_de12e29109d0c90ee086fcec": { "review_count": 124, "quality": 1.77, "difficulty": 4.5, "quality_count": 124, "difficulty_count": 124 }, "course_9a1a7bf1933981bcbaca47ac": { "review_count": 6, "quality": 2.33, "difficulty": 3.67, "quality_count": 6, "difficulty_count": 6 }, "course_9b1d5f832c492d1c4a3ce19c": { "review_count": 35, "quality": 4.09, "difficulty": 3.23, "quality_count": 35, "difficulty_count": 35 }, "course_37a551eb9007bebe6a41c6b3": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 2.4714559344198506, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARC_RENAULT" }, { "instructor_uid": "instructor_f63c770de2d7237adebbd130", "source": "enrollment", "source_instructor_id": "sbsilwal", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sandeep Silwal", "email": "SILWAL@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": 9, "quality": 2.78, "difficulty": 4.44, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:3060917", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:31.768674+00:00", "courses": { "course_de12e29109d0c90ee086fcec": { "review_count": 9, "quality": 2.78, "difficulty": 4.44, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.38667985072179, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SANDEEP_SILWAL" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:004289", "course_id": "COMPSCI 577", "course_uid": "course_de12e29109d0c90ee086fcec", "term_id": "1272", "source_course_id": "004289", "source_subject_id": "266", "title": "Introduction to Algorithms", "credits_min": 4, "credits_max": 4, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:35468", "term_id": "1272", "source_section_id": "35468", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 287, "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:1272:35469", "term_id": "1272", "source_section_id": "35469", "identity_basis": "class_number", "section_number": "311", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 23, "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:1272:35470", "term_id": "1272", "source_section_id": "35470", "identity_basis": "class_number", "section_number": "312", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 53, "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:1272:35471", "term_id": "1272", "source_section_id": "35471", "identity_basis": "class_number", "section_number": "313", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 52, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": 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"term_id": "1272", "source_section_id": "35474", "identity_basis": "class_number", "section_number": "316", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 50, "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:1272:35676", "term_id": "1272", "source_section_id": "35676", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 150, "enrolled": 141, "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:1272:35677", "term_id": "1272", "source_section_id": "35677", "identity_basis": "class_number", "section_number": "321", 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"start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_3a55fba654030328ce343023", "source": "madgrades", "source_instructor_id": "4195806", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHUCHI CHAWLA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 3.79, "difficulty": 4.57, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:1618280", "source_url": "https://www.ratemyprofessors.com/professor/1618280", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:40.682906+00:00", "courses": { "course_c01310eb7bc18e1b764e2954": { "review_count": 3, "quality": 5, "difficulty": 4.67, "quality_count": 3, "difficulty_count": 3 }, "course_de12e29109d0c90ee086fcec": { "review_count": 23, "quality": 3.74, "difficulty": 4.52, 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23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.379, "graded": 136, "counts": [ 55, 15, 57, 2, 4, 3, 0 ], "sections": 1 }, "instructor_url": "/instructors/JONG_HO_PARK--instructor_f246834501ab5895c4c8b9df" }, { "instructor_uid": "instructor_f49b3563847a91878806055e", "source": "madgrades", "source_instructor_id": "5022570", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALEXANDER BROOKS", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 13, "quality": 2.92, "difficulty": 3.69, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:2225093", "source_url": "https://www.ratemyprofessors.com/professor/2225093", "match_basis": "exact_name", "observed_at": "2026-09-07 16:57:00.766334+00:00", "courses": { "course_834bc468ca49d8090d0f211f": { "review_count": 1, "quality": 5, 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21, 6, 2 ], "sections": 1 }, "instructor_url": "/instructors/ELISAVET_ERKEKOGLOU--instructor_92566b684aa87a920d2d7046" }, { "instructor_uid": "instructor_5b07ff954db288ff1052dd87", "source": "enrollment", "source_instructor_id": "mrenault", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marc Renault", "email": "MRENAULT@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": 168, "quality": 2.33, "difficulty": 4.2, "quality_count": 168, "difficulty_count": 168, "profile_id": "rmp:2316450", "source_url": "https://www.ratemyprofessors.com/professor/2316450", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:19.997838+00:00", "courses": { "course_de12e29109d0c90ee086fcec": { "review_count": 124, "quality": 1.77, "difficulty": 4.5, "quality_count": 124, "difficulty_count": 124 }, "course_9a1a7bf1933981bcbaca47ac": { "review_count": 6, "quality": 2.33, "difficulty": 3.67, "quality_count": 6, "difficulty_count": 6 }, "course_9b1d5f832c492d1c4a3ce19c": { "review_count": 35, "quality": 4.09, "difficulty": 3.23, "quality_count": 35, "difficulty_count": 35 }, "course_37a551eb9007bebe6a41c6b3": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 2.4714559344198506, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARC_RENAULT" }, { "instructor_uid": "instructor_f63c770de2d7237adebbd130", "source": "enrollment", "source_instructor_id": "sbsilwal", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sandeep Silwal", "email": "SILWAL@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": 9, "quality": 2.78, "difficulty": 4.44, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:3060917", "source_url": "https://www.ratemyprofessors.com/professor/3060917", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:31.768674+00:00", "courses": { "course_de12e29109d0c90ee086fcec": { "review_count": 9, "quality": 2.78, "difficulty": 4.44, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.38667985072179, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SANDEEP_SILWAL" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 577", "course_uid": "course_de12e29109d0c90ee086fcec", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "SHUCHI CHAWLA" ], "a": 3, "ab": 9, "b": 7, "bc": 6, "c": 3, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "COMPSCI 577" ] }, { "run_id": 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"term_id": "1262", "term_name": "Fall 2025", "instructors": [ "AHMED SHAABAN", "Dieter van Melkebeek", "Marc Renault", "PRASHANT GOKHALE", "Sandeep Silwal", "YUHAO LIU" ], "a": 136, "ab": 62, "b": 91, "bc": 57, "c": 67, "d": 21, "f": 4, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 439, "source_aliases": [ "COMPSCI 577" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 577", "course_uid": "course_de12e29109d0c90ee086fcec", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ELISAVET ERKEKOGLOU", "MANOLIS VLATAKIS", "Marc Renault", "PUCHENG XIONG" ], "a": 117, "ab": 83, "b": 87, "bc": 84, "c": 69, "d": 46, "f": 15, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 4, "no_work": 0, "not_reported": 1, "other": 0, "total": 506, "source_aliases": [ "COMPSCI 577" ] } ] ``` ### statistics #### gpa 3.04 #### graded 9449 #### counts * 2625 * 1396 * 2534 * 1312 * 1023 * 414 * 145 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_de12e29109d0c90ee086fcec-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_de12e29109d0c90ee086fcec-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_de12e29109d0c90ee086fcec-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_de12e29109d0c90ee086fcec-0.json) * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_de12e29109d0c90ee086fcec-1.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_de12e29109d0c90ee086fcec-1.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_de12e29109d0c90ee086fcec-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_de12e29109d0c90ee086fcec-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_de12e29109d0c90ee086fcec-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_de12e29109d0c90ee086fcec-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_de12e29109d0c90ee086fcec-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_de12e29109d0c90ee086fcec-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.040321727166896 #### count 9449 #### university ##### size 5784 ##### gpa Percentile 2 ##### 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 | true | | 3.2–3.6 | 1576 | false | | 3.6–4.0 | 3833 | false | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 111, "gpaPercentile": 3, "countPercentile": 96, "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": true }, { "range": "3.2–3.6", "count": 32, "current": false }, { "range": "3.6–4.0", "count": 64, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 2.8833333333333333 ##### count 30 ##### university ###### size 723 ###### gpa Percentile 13 ###### count Percentile 0 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 62 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 306 | false | | 3.6–4.0 | 180 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 13, "gpaPercentile": 33, "countPercentile": 0, "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": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1074 ##### term 1074 ##### gpa 3.1475409836065573 ##### count 61 ##### university ###### size 695 ###### gpa Percentile 29 ###### count Percentile 43 ###### 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": 58, "countPercentile": 67, "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 2.8333333333333335 ##### count 30 ##### university ###### size 723 ###### gpa Percentile 9 ###### count Percentile 0 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 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": 14, "countPercentile": 0, "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 3.1594202898550723 ##### count 69 ##### university ###### size 720 ###### gpa Percentile 32 ###### count Percentile 48 ###### 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": 69, "countPercentile": 54, "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 3.019607843137255 ##### count 51 ##### university ###### size 732 ###### gpa Percentile 18 ###### count Percentile 31 ###### 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": 40, "countPercentile": 40, "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 3.3333333333333335 ##### count 87 ##### university ###### size 758 ###### gpa Percentile 46 ###### count Percentile 62 ###### 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 | false | | 3.2–3.6 | 259 | true | | 3.6–4.0 | 236 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 16, "gpaPercentile": 73, "countPercentile": 67, "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": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1102 ##### term 1102 ##### gpa 3.1311475409836067 ##### count 61 ##### university ###### size 774 ###### gpa Percentile 28 ###### count Percentile 44 ###### 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": 50, "countPercentile": 44, "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 2.853448275862069 ##### count 58 ##### university ###### size 793 ###### gpa Percentile 8 ###### count Percentile 44 ###### 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 | false | | 2.8–3.2 | 205 | true | | 3.2–3.6 | 294 | false | | 3.6–4.0 | 241 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 14, "countPercentile": 62, "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": false }, { "range": "2.8–3.2", "count": 11, "current": true }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1112 ##### term 1112 ##### gpa 3.0454545454545454 ##### count 55 ##### university ###### size 805 ###### gpa Percentile 20 ###### 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 | 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": 23, "countPercentile": 65, "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 3.675531914893617 ##### count 94 ##### university ###### size 804 ###### gpa Percentile 76 ###### count Percentile 66 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 18, "gpaPercentile": 88, "countPercentile": 71, "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": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 3.05 ##### count 80 ##### university ###### size 804 ###### gpa Percentile 21 ###### count Percentile 57 ###### 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": 26, "countPercentile": 63, "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 3.279527559055118 ##### count 127 ##### university ###### size 821 ###### gpa Percentile 38 ###### count Percentile 78 ###### 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": 67, "countPercentile": 81, "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 3.0142857142857142 ##### count 105 ##### university ###### size 851 ###### gpa Percentile 15 ###### count Percentile 70 ###### 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": 18, "countPercentile": 77, "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 3.6226993865030677 ##### count 163 ##### university ###### size 852 ###### gpa Percentile 69 ###### count Percentile 86 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 22, "gpaPercentile": 95, "countPercentile": 90, "medianCount": 68, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 3.0245098039215685 ##### count 102 ##### university ###### size 853 ###### gpa Percentile 16 ###### count Percentile 71 ###### 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": 22, "countPercentile": 74, "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 3.6913875598086126 ##### count 209 ##### university ###### size 878 ###### gpa Percentile 73 ###### count Percentile 91 ###### 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 | false | | 3.6–4.0 | 299 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 26, "gpaPercentile": 96, "countPercentile": 92, "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": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.0144927536231885 ##### count 138 ##### university ###### size 918 ###### gpa Percentile 15 ###### count Percentile 79 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 24, "countPercentile": 72, "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": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 3.286729857819905 ##### count 211 ##### university ###### size 935 ###### gpa Percentile 37 ###### count Percentile 91 ###### median Count 63 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 40, "countPercentile": 87, "medianCount": 63, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 2.994350282485876 ##### count 177 ##### university ###### size 954 ###### gpa Percentile 12 ###### count Percentile 87 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | true | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 35, "gpaPercentile": 21, "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": 14, "current": true }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.03757225433526 ##### count 173 ##### university ###### size 965 ###### gpa Percentile 13 ###### count Percentile 87 ###### 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": 23, "countPercentile": 81, "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 2.9804469273743015 ##### count 179 ##### university ###### size 991 ###### gpa Percentile 9 ###### count Percentile 86 ###### 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": 7, "countPercentile": 80, "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 3.026209677419355 ##### count 248 ##### university ###### size 955 ###### gpa Percentile 12 ###### count Percentile 92 ###### 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": 21, "countPercentile": 83, "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 2.677350427350427 ##### count 234 ##### university ###### size 1025 ###### gpa Percentile 1 ###### count Percentile 91 ###### 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 | true | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 36, "gpaPercentile": 0, "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": 1, "current": true }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 2.996021220159151 ##### count 377 ##### university ###### size 1010 ###### gpa Percentile 10 ###### 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 | 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": 17, "countPercentile": 83, "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 2.9919871794871793 ##### count 312 ##### university ###### size 1077 ###### gpa Percentile 8 ###### count Percentile 94 ###### 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": 16, "countPercentile": 84, "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 3.005970149253731 ##### count 335 ##### university ###### size 1040 ###### gpa Percentile 10 ###### count Percentile 95 ###### 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": 16, "countPercentile": 86, "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 2.9017241379310343 ##### count 290 ##### university ###### size 1102 ###### gpa Percentile 3 ###### 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": 10, "countPercentile": 80, "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 3.5335195530726256 ##### count 358 ##### university ###### size 1012 ###### gpa Percentile 23 ###### count Percentile 96 ###### 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": 29, "countPercentile": 90, "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 2.912181303116147 ##### count 353 ##### university ###### size 1111 ###### gpa Percentile 2 ###### count Percentile 94 ###### 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 | true | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 2, "countPercentile": 80, "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": true }, { "range": "3.2–3.6", "count": 16, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.066062176165803 ##### count 386 ##### university ###### size 1157 ###### gpa Percentile 9 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 7, "countPercentile": 84, "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": true }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 2.957107843137255 ##### count 408 ##### university ###### size 1171 ###### gpa Percentile 5 ###### 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 | true | | 3.2–3.6 | 358 | false | | 3.6–4.0 | 616 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 45, "gpaPercentile": 0, "countPercentile": 84, "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": true }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.0791505791505793 ##### count 518 ##### university ###### size 1216 ###### gpa Percentile 9 ###### 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 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 8, "countPercentile": 90, "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": true }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.017857142857143 ##### count 476 ##### university ###### size 1188 ###### gpa Percentile 7 ###### count Percentile 97 ###### 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 | true | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 7, "countPercentile": 87, "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": true }, { "range": "3.2–3.6", "count": 26, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 2.966230936819172 ##### count 459 ##### university ###### size 1295 ###### gpa Percentile 4 ###### count Percentile 96 ###### 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 | true | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 4, "countPercentile": 84, "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": true }, { "range": "3.2–3.6", "count": 20, "current": false }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 2.9138655462184873 ##### count 476 ##### university ###### size 1241 ###### gpa Percentile 3 ###### count Percentile 97 ###### 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 | true | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 2, "countPercentile": 84, "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": true }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 18, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 2.8202979515828677 ##### count 537 ##### university ###### size 1333 ###### gpa Percentile 1 ###### count Percentile 97 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | true | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 2, "countPercentile": 87, "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": true }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.0559006211180124 ##### count 483 ##### university ###### size 1289 ###### gpa Percentile 6 ###### 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 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | true | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 8, "countPercentile": 86, "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": true }, { "range": "3.2–3.6", "count": 24, "current": false }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.0399543378995433 ##### count 438 ##### university ###### size 1320 ###### gpa Percentile 5 ###### count Percentile 95 ###### 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 | true | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 53, "gpaPercentile": 8, "countPercentile": 81, "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": true }, { "range": "3.2–3.6", "count": 22, "current": false }, { "range": "3.6–4.0", "count": 21, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 2.8213572854291415 ##### count 501 ##### university ###### size 1283 ###### gpa Percentile 2 ###### 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 | true | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 2, "countPercentile": 91, "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": true }, { "range": "3.2–3.6", "count": 21, "current": false }, { "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 ###### 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top Share 79.48050408754871 ###### count 66 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### COMPSCI ###### size 53 ###### gpa 3.533845597774486 ###### top Share 75.31824598445624 ###### count 82 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ## instructor Trends ```json [ { "uid": "instructor_1f5d168396278931b444b48c", "name": "MARC RENAULT", "count": 3885, "terms": [ { "term": "1204", "count": 33, "sections": 1, "gpa": 3.5 }, { "term": "1222", "count": 192, "sections": 1, "gpa": 2.9635416666666665 }, { "term": "1224", "count": 233, "sections": 1, "gpa": 3.0579399141630903 }, { "term": "1232", "count": 473, 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3.127906976744186 } ] }, { "uid": "instructor_0e80532f040845802e669e3e", "name": "PRASHANT GOKHALE", "count": 86, "terms": [ { "term": "1262", "count": 86, "sections": 1, "gpa": 3.127906976744186 } ] }, { "uid": "instructor_2c3c7a585f9d482ba497c1f5", "name": "YUHAO LIU", "count": 86, "terms": [ { "term": "1262", "count": 86, "sections": 1, "gpa": 3.127906976744186 } ] }, { "uid": "instructor_99615191da73b4e8ae66b7ab", "name": "AHMED SHAABAN", "count": 47, "terms": [ { "term": "1262", "count": 47, "sections": 1, "gpa": 3.8404255319148937 } ] }, { "uid": "instructor_13b52caa3a95387e1a74a2c8", "name": "DAVID ZIKEL", "count": 40, "terms": [ { "term": "1252", "count": 40, "sections": 1, "gpa": 3.125 } ] }, { "uid": "instructor_297da62d484fdec89d9ae8d3", "name": "NICOLLAS MOCELIN SDROIEVSKI", "count": 36, "terms": [ { "term": "1222", "count": 36, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_023925c6b09270395957c2cc", "name": "GUY THAMPAKKUL", "count": 33, "terms": [ { "term": "1252", "count": 33, "sections": 1, "gpa": 2.6515151515151514 } ] }, { "uid": "instructor_dc61136aa455c2fa231457a1", "name": "HAILEY FIELDS", "count": 33, "terms": [ { "term": "1204", "count": 33, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_f49b3563847a91878806055e", "name": "ALEXANDER BROOKS", "count": 33, "terms": [ { "term": "1204", "count": 33, "sections": 1, "gpa": 3.5 } ] } ] ``` ## following | code | title | | -------- | ------------------------------------ | | MATH 535 | MATHEMATICAL METHODS IN DATA SCIENCE | ## projection ### target 1272 ### interval #### lower 2.8 #### upper 3.16 #### coverage 80 #### terms 8 ### gpa 2.982795294684887 ### grades | grade | percentage | | ----- | ------------------ | | A | 27.248008288550785 | | AB | 14.1406391906434 | | B | 25.38722698338286 | | BC | 12.485237358691236 | | C | 13.158276267492303 | | D | 6.103932265172371 | | F | 1.4766796460670295 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 2338 ### same Season true ### historical Range * 2.8202979515828677 * 3.0791505791505793 ### backtest #### terms 8 #### gpa Error 0.0905734215444361 #### mix Error 13.64475400700499