# COMPSCI 642: Introduction to Information Security | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_642) ## 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 3b7cdabb903672f4a562d8703409eac984aef06ab72de89c51af460fa0edb715 ### course id COMPSCI 642 ### course uid course\_a76e77747c5b78e3b42f681c ### catalog version id c63cd6a610f480e14628f0fe96dd123de65ebe899e4e8ea84c48544685539d8c ### course number 642 ### subjects * COMPSCI ### title INTRODUCTION TO INFORMATION SECURITY ### description Senior level undergraduate course covering various topics on information security. Covers a wide range of topics, such as cryptographic primitives, security protocols, system security, and emerging topics. Elementary knowledge of mathematical logic and discrete probability theory needed, such asMATH/​COMP SCI  240. ### requirements text COMP SCI 537or graduate/professional standing or declared in the Capstone Certificate in Computer Sciences for Professionals ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:022011 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id 7171032d18bd6979b49f54d3cca211c1a54d27c7b998c09193dabe3e69ed1dcb ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Senior-level introduction to information security covering cryptographic primitives, security protocols, and system security. ### llm topics * Cryptographic primitives * Security protocols * System security * Emerging topics ### llm skills * Cryptographic primitives and security protocols * System security analysis ### llm assumed background * Mathematical logic and discrete probability theory * Operating systems fundamentals ### llm search phrases * information security course * crypto and system security * COMPSCI 642 prerequisites * discrete math for security ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash c612f9175baed62d822f0d6e7ea08020fee18293c7077f333f255bb7bb5472c1 #### course id COMPSCI 642 #### current instructors ```json [ { "instructor_uid": "instructor_081da36788bae5ac4a59dbda", "message": "No course-specific reviews available", "name": "Ethan Cecchetti", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 3.10 GPA, 48.6% A/AB (n=35 letter grades); Spring 2025: 3.41 GPA, 63.0% A/AB (n=54 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Historical reviews of Earlence Fernandes, Rahul Chatterjee: Workload varies by instructor, with some describing simple, fun homework and others citing unnecessarily hard coding assignments. Exams are often open-book, but one review warns that OS security topics can be extremely difficult and heavily weighted. ```json { "citations": [ { "instructor_name": "Rahul Chatterjee", "review_date": "2019-11-05 23:28:11 +0000 UTC", "review_id": "701bb22c3ee336abd6797875", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMyMzYzOTMy", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2020-09-09 01:44:51 +0000 UTC", "review_id": "b9ee16e187e736ea6284a4c4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMzNjM1ODI0", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Earlence Fernandes", "review_date": "2020-10-07 01:40:13 +0000 UTC", "review_id": "fcc25e0dccb60df05e8f25b0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2580912", "source_review_id": "UmF0aW5nLTMzNjgzMTQ2", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "type": "review" }, { "instructor_name": "Earlence Fernandes", "review_date": "2021-05-03 03:05:24 +0000 UTC", "review_id": "b90d30ebcb182ba0591cc86d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2580912", "source_review_id": "UmF0aW5nLTM0Njg0MzY5", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2022-01-27 00:01:37 +0000 UTC", "review_id": "2eb84a31a425d9c6c9e521df", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM1ODAxNTI5", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Rahul Chatterjee: Rahul Chatterjee’s reviews are polarized. Some praise his clear explanations, helpfulness, and open-note exams, while others find his teaching mediocre or the class unnecessarily hard. Reviewers also note that attendance is optional and projects can be done in pairs. ```json { "citations": [ { "instructor_name": "Rahul Chatterjee", "review_date": "2019-11-05 23:28:11 +0000 UTC", "review_id": "701bb22c3ee336abd6797875", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMyMzYzOTMy", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2020-09-09 01:44:51 +0000 UTC", "review_id": "b9ee16e187e736ea6284a4c4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMzNjM1ODI0", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2020-12-20 07:37:34 +0000 UTC", "review_id": "45ad4820e49f37b22fcbe292", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM0MTU1NjAw", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2021-02-15 02:45:13 +0000 UTC", "review_id": "b299622d684e8c036e53d4e7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM0MzY0MjM3", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2021-02-18 21:51:27 +0000 UTC", "review_id": "8d23dd1854c05f6ce551a3cd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM0MzczNDU2", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2021-03-22 05:52:38 +0000 UTC", "review_id": "b67d9c9d6a6dcb03fbb25ec0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM0NDU5NjQ0", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2022-01-27 00:01:37 +0000 UTC", "review_id": "2eb84a31a425d9c6c9e521df", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM1ODAxNTI5", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2022-11-24 16:35:57 +0000 UTC", "review_id": "02d67718097d4b4681408a66", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM2ODg4NzM4", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Ethan Cecchetti is the current instructor, but reviews describe historical experiences with Rahul Chatterjee and Earlence Fernandes. Students report positive outcomes, praising engaging lectures, approachable instructors, and enjoyable assignments. ```json { "citations": [ { "instructor_name": "Rahul Chatterjee", "review_date": "2019-11-05 23:28:11 +0000 UTC", "review_id": "701bb22c3ee336abd6797875", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMyMzYzOTMy", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2020-09-09 01:44:51 +0000 UTC", "review_id": "b9ee16e187e736ea6284a4c4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMzNjM1ODI0", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Earlence Fernandes", "review_date": "2020-10-07 01:40:13 +0000 UTC", "review_id": "fcc25e0dccb60df05e8f25b0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2580912", "source_review_id": "UmF0aW5nLTMzNjgzMTQ2", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "type": "review" }, { "instructor_name": "Earlence Fernandes", "review_date": "2020-10-07 01:41:39 +0000 UTC", "review_id": "9e7b9b8a17dda5e2424dc79f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2580912", "source_review_id": "UmF0aW5nLTMzNjgzMTUx", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2021-02-18 21:51:27 +0000 UTC", "review_id": "8d23dd1854c05f6ce551a3cd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM0MzczNDU2", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2022-11-24 16:35:57 +0000 UTC", "review_id": "02d67718097d4b4681408a66", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM2ODg4NzM4", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.41 GPA, 63.0% A/AB (n=54 letter grades); Fall 2025: 3.64 GPA, 72.2% A/AB (n=54 letter grades); Spring 2026: 3.51 GPA, 76.5% A/AB (n=34 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Earlence Fernandes, Rahul Chatterjee: Student experiences diverge sharply. Some praise approachable, passionate instructors and enjoyable projects, while others find lectures unhelpful, speakers disorganized, or the class easy but uneducational. Pair projects are noted as a positive structural feature. ```json { "citations": [ { "instructor_name": "Rahul Chatterjee", "review_date": "2020-09-09 01:44:51 +0000 UTC", "review_id": "b9ee16e187e736ea6284a4c4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTMzNjM1ODI0", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Earlence Fernandes", "review_date": "2020-10-07 01:41:39 +0000 UTC", "review_id": "9e7b9b8a17dda5e2424dc79f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2580912", "source_review_id": "UmF0aW5nLTMzNjgzMTUx", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2021-02-15 02:45:13 +0000 UTC", "review_id": "b299622d684e8c036e53d4e7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM0MzY0MjM3", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" }, { "instructor_name": "Earlence Fernandes", "review_date": "2021-04-06 15:02:47 +0000 UTC", "review_id": "80b1783125b61af3f37bca23", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2580912", "source_review_id": "UmF0aW5nLTM0NTExNjIx", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "type": "review" }, { "instructor_name": "Rahul Chatterjee", "review_date": "2022-11-24 16:35:57 +0000 UTC", "review_id": "02d67718097d4b4681408a66", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2533241", "source_review_id": "UmF0aW5nLTM2ODg4NzM4", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history EARLENCE FERNANDES is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` ETHAN CECCHETTI is recorded teaching in Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` RAHUL CHATTERJEE is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 642", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "source_record": { "entity_id": "12493d6b-fd31-3bd6-9271-8e2187596d37", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "COMP SCI 537or graduate/professional standing or declared in the Capstone Certificate in Computer Sciences for Professionals", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 537, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "COMP SCI 537", "id": "n1", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "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": "n3", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------- | ------------------- | -------------------------------- | -------------------------------- | ----------------------------- | | instructor\_081da36788bae5ac4a59dbda | enrollment | cecchetti | netid | source\_identified | Ethan Cecchetti | CECCHETTI\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/ETHAN\_CECCHETTI | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:022011", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1272", "source_course_id": "022011", "source_subject_id": "266", "title": "Introduction to Information Security", "credits_min": 3, "credits_max": 3, "typically_offered": "Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:25984", "term_id": "1272", "source_section_id": "25984", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 75, "enrolled": 55, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_bf4a81f6aa7c91dfe31d8633", "source": "madgrades", "source_instructor_id": "3234525", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SOMESH JHA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 21, "quality": 4.05, "difficulty": 3.19, "quality_count": 21, "difficulty_count": 21, "profile_id": "rmp:981721", "source_url": "https://www.ratemyprofessors.com/professor/981721", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:21.647929+00:00", "courses": { "course_2e71825a82859020279c78b8": { "review_count": 20, "quality": 4, "difficulty": 3.2, "quality_count": 20, "difficulty_count": 20 }, "course_20918224366f6bbd226f8ec0": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.859602821242242, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.258, "graded": 1507, "counts": [ 545, 302, 353, 161, 90, 32, 24 ], "sections": 126 }, "instructor_url": "/instructors/SOMESH_JHA--instructor_bf4a81f6aa7c91dfe31d8633" }, { "instructor_uid": "instructor_a3b20a8c5daa1f1230c02e0f", "source": "madgrades", "source_instructor_id": "4848776", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS RISTENPART", "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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1955117", "source_url": "https://www.ratemyprofessors.com/professor/1955117", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:01.587858+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.427, "graded": 178, "counts": [ 99, 32, 14, 10, 16, 3, 4 ], "sections": 20 }, "instructor_url": "/instructors/THOMAS_RISTENPART--instructor_a3b20a8c5daa1f1230c02e0f" }, { "instructor_uid": "instructor_aa2181cf99f1ff9e428bce2c", "source": "madgrades", "source_instructor_id": "5026454", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ADAM EVERSPAUGH", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.52, "graded": 74, "counts": [ 32, 24, 11, 3, 4, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ADAM_EVERSPAUGH--instructor_aa2181cf99f1ff9e428bce2c" }, { "instructor_uid": "instructor_fdd4be08d9eabb98784c0024", "source": "madgrades", "source_instructor_id": "115214", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL SWIFT", "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": 19, "quality": 3.95, "difficulty": 4, "quality_count": 19, "difficulty_count": 19, "profile_id": "rmp:1072363", "source_url": "https://www.ratemyprofessors.com/professor/1072363", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:30.356736+00:00", "courses": { "course_79e5479d9eb1286e8642b399": { "review_count": 16, "quality": 3.88, "difficulty": 3.94, "quality_count": 16, "difficulty_count": 16 }, "course_92044dcea97b04bfee427edf": { "review_count": 3, "quality": 4.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.80112091463928, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.45, "graded": 1866, "counts": [ 748, 612, 271, 125, 79, 21, 10 ], "sections": 160 }, "instructor_url": "/instructors/MICHAEL_SWIFT--instructor_fdd4be08d9eabb98784c0024" }, { "instructor_uid": "instructor_1098858b2517944160428f41", "source": "madgrades", "source_instructor_id": "5178769", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RAHUL CHATTERJEE", "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": 10, "quality": 3, "difficulty": 2.8, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:2533241", "source_url": "https://www.ratemyprofessors.com/professor/2533241", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:45.389674+00:00", "courses": { "course_a76e77747c5b78e3b42f681c": { "review_count": 9, "quality": 3.22, "difficulty": 3, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.439790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.49, "graded": 615, "counts": [ 313, 118, 113, 39, 18, 9, 5 ], "sections": 51 }, "instructor_url": "/instructors/RAHUL_CHATTERJEE--instructor_1098858b2517944160428f41" }, { "instructor_uid": "instructor_250b49c518669c31504bded4", "source": "madgrades", "source_instructor_id": "6240775", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EARLENCE FERNANDES", "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": 5, "quality": 3.2, "difficulty": 3.4, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2580912", "source_url": "https://www.ratemyprofessors.com/professor/2580912", "match_basis": "exact_name", "observed_at": "2026-09-07 16:42:05.685776+00:00", "courses": { "course_a76e77747c5b78e3b42f681c": { "review_count": 4, "quality": 3.5, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4 }, "course_cbc85add50a620f7e0abe663": { "review_count": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.5677486268372762, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.708, "graded": 108, "counts": [ 59, 41, 5, 2, 0, 1, 0 ], "sections": 11 }, "instructor_url": "/instructors/EARLENCE_FERNANDES" }, { "instructor_uid": "instructor_6dad1f14c8b6f0493a3d2d7f", "source": "madgrades", "source_instructor_id": "6073377", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZIJUN MA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.574, "graded": 61, "counts": [ 23, 30, 5, 2, 0, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/ZIJUN_MA" }, { "instructor_uid": "instructor_f275eec8e66d43d5b8cba998", "source": "madgrades", "source_instructor_id": "6219312", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SYED SULEMAN AHMAD", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.574, "graded": 61, "counts": [ 23, 30, 5, 2, 0, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/SYED_SULEMAN_AHMAD--instructor_f275eec8e66d43d5b8cba998" }, { "instructor_uid": "instructor_53cca171c86d0302abdf08f4", "source": "madgrades", "source_instructor_id": "6367113", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICHOLAS CECCIO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.414, "graded": 309, "counts": [ 117, 82, 78, 16, 11, 4, 1 ], "sections": 5 }, "instructor_url": "/instructors/NICHOLAS_CECCIO--instructor_53cca171c86d0302abdf08f4" }, { "instructor_uid": "instructor_f88e0bb001bb4c1fcaec874d", "source": "madgrades", "source_instructor_id": "5632907", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SOPHIA STEPHENSON", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.151, "graded": 53, "counts": [ 12, 13, 18, 5, 3, 1, 1 ], "sections": 1 }, "instructor_url": "/instructors/SOPHIA_STEPHENSON--instructor_f88e0bb001bb4c1fcaec874d" }, { "instructor_uid": "instructor_2c62a33faf68ea5fd042c63f", "source": "madgrades", "source_instructor_id": "6326022", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BENJAMIN JACOBSEN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.562, "graded": 1154, "counts": [ 592, 287, 192, 40, 25, 12, 6 ], "sections": 10 }, "instructor_url": "/instructors/BENJAMIN_JACOBSEN" }, { "instructor_uid": "instructor_7f190334e6a2d83b6967ac1d", "source": "madgrades", "source_instructor_id": "6294555", "identity_basis": "source_id", "identity_status": "source_identified", "name": "OBAIDULLAH ADIL AHMED", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.447, "graded": 208, "counts": [ 71, 77, 43, 7, 8, 1, 1 ], "sections": 2 }, "instructor_url": "/instructors/OBAIDULLAH_ADIL_AHMED--instructor_7f190334e6a2d83b6967ac1d" }, { "instructor_uid": "instructor_9466fe7ff2190ae6966fadbf", "source": "madgrades", "source_instructor_id": "6489432", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PATRICK MCDANIEL", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.591, "graded": 197, "counts": [ 128, 18, 36, 3, 7, 3, 2 ], "sections": 27 }, "instructor_url": "/instructors/PATRICK_MCDANIEL--instructor_9466fe7ff2190ae6966fadbf" }, { "instructor_uid": "instructor_28e1bd74ec0ec82d05fd8bdd", "source": "madgrades", "source_instructor_id": "6583291", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ETHAN CECCHETTI", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.52, "graded": 151, "counts": [ 77, 36, 19, 9, 8, 2, 0 ], "sections": 21 }, "instructor_url": "/instructors/ETHAN_CECCHETTI--instructor_28e1bd74ec0ec82d05fd8bdd" }, { "instructor_uid": "instructor_6b0090b56484acde9b8fce9b", "source": "madgrades", "source_instructor_id": "5994245", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RAHUL KRISHNAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.92, "graded": 132, "counts": [ 31, 23, 24, 28, 16, 7, 3 ], "sections": 2 }, "instructor_url": "/instructors/RAHUL_KRISHNAN--instructor_6b0090b56484acde9b8fce9b" }, { "instructor_uid": "instructor_a4b536b6fc715eeea998e878", "source": "madgrades", "source_instructor_id": "6552986", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEAN-CHARLES NOIROT FERRAND", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.639, "graded": 54, "counts": [ 38, 1, 13, 0, 1, 0, 1 ], "sections": 1 }, "instructor_url": "/instructors/JEAN-CHARLES_NOIROT_FERRAND" }, { "instructor_uid": "instructor_cadb57303ed18ebcc94cc04b", "source": "madgrades", "source_instructor_id": "6543830", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANGUS HE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.389, "graded": 497, "counts": [ 209, 119, 108, 24, 18, 12, 7 ], "sections": 3 }, "instructor_url": "/instructors/ANGUS_HE--instructor_cadb57303ed18ebcc94cc04b" }, { "instructor_uid": "instructor_081da36788bae5ac4a59dbda", "source": "enrollment", "source_instructor_id": "cecchetti", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ethan Cecchetti", "email": "CECCHETTI@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/ETHAN_CECCHETTI" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "Somesh Jha" ], "a": 17, "ab": 6, "b": 6, "bc": 0, "c": 2, "d": 3, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 38, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Somesh Jha" ], "a": 12, "ab": 4, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Somesh Jha" ], "a": 10, "ab": 3, "b": 3, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "Somesh Jha" ], "a": 11, "ab": 9, "b": 6, "bc": 4, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "THOMAS RISTENPART" ], "a": 15, "ab": 4, "b": 1, "bc": 2, "c": 1, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 2, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "THOMAS RISTENPART" ], "a": 17, "ab": 12, "b": 3, "bc": 3, "c": 5, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "THOMAS RISTENPART" ], "a": 14, "ab": 6, "b": 4, "bc": 2, "c": 6, "d": 1, "f": 1, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "THOMAS RISTENPART" ], "a": 25, "ab": 9, "b": 5, "bc": 3, "c": 4, "d": 1, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 2, "not_reported": 0, "other": 0, "total": 52, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "ADAM EVERSPAUGH" ], "a": 32, "ab": 24, "b": 11, "bc": 3, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 74, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Michael Swift" ], "a": 26, "ab": 27, "b": 23, "bc": 8, "c": 7, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 93, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Rahul Chatterjee" ], "a": 25, "ab": 6, "b": 12, "bc": 4, "c": 5, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 57, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "EARLENCE FERNANDES", "SYED SULEMAN AHMAD", "ZIJUN MA" ], "a": 23, "ab": 30, "b": 5, "bc": 2, "c": 0, "d": 1, "f": 0, "satisfactory": 10, "unsatisfactory": 2, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 74, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Rahul Chatterjee" ], "a": 33, "ab": 12, "b": 22, "bc": 6, "c": 5, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 82, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "NICHOLAS CECCIO", "Rahul Chatterjee", "SOPHIA STEPHENSON" ], "a": 12, "ab": 13, "b": 18, "bc": 5, "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": 53, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "BENJAMIN JACOBSEN", "NICHOLAS CECCIO", "OBAIDULLAH ADIL AHMED", "Rahul Chatterjee" ], "a": 19, "ab": 35, "b": 20, "bc": 3, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 79, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "BENJAMIN JACOBSEN", "NICHOLAS CECCIO", "Rahul Chatterjee" ], "a": 28, "ab": 22, "b": 18, "bc": 4, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 72, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "BENJAMIN JACOBSEN", "Patrick Mcdaniel" ], "a": 25, "ab": 0, "b": 6, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 1, "not_reported": 0, "other": 0, "total": 34, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Ethan Cecchetti", "RAHUL KRISHNAN" ], "a": 11, "ab": 6, "b": 7, "bc": 5, "c": 4, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 35, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "NICHOLAS CECCIO", "Patrick Mcdaniel" ], "a": 36, "ab": 0, "b": 10, "bc": 0, "c": 4, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 53, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Ethan Cecchetti", "NICHOLAS CECCIO" ], "a": 22, "ab": 12, "b": 12, "bc": 4, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "JEAN-CHARLES NOIROT FERRAND", "Patrick Mcdaniel" ], "a": 38, "ab": 1, "b": 13, "bc": 0, "c": 1, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "COMPSCI 642" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 642", "course_uid": "course_a76e77747c5b78e3b42f681c", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ANGUS HE", "BENJAMIN JACOBSEN", "Patrick Mcdaniel" ], "a": 14, "ab": 12, "b": 4, "bc": 3, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 34, "source_aliases": [ "COMPSCI 642" ] } ] ``` ### statistics #### gpa 3.397 #### graded 1082 #### counts * 465 * 253 * 212 * 64 * 57 * 20 * 11 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a76e77747c5b78e3b42f681c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a76e77747c5b78e3b42f681c-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a76e77747c5b78e3b42f681c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a76e77747c5b78e3b42f681c-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_a76e77747c5b78e3b42f681c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a76e77747c5b78e3b42f681c-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a76e77747c5b78e3b42f681c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a76e77747c5b78e3b42f681c-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a76e77747c5b78e3b42f681c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a76e77747c5b78e3b42f681c-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.396950092421442 #### count 1082 #### university ##### size 5374 ##### gpa Percentile 16 ##### count Percentile 89 ##### median Count 171 ##### 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 | 10 | false | | 2.8–3.2 | 321 | false | | 3.2–3.6 | 1424 | true | | 3.6–4.0 | 3619 | false | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 110, "gpaPercentile": 26, "countPercentile": 72, "medianCount": 389, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 32, "current": true }, { "range": "3.6–4.0", "count": 63, "current": false } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.081081081081081 ##### count 37 ##### university ###### size 695 ###### gpa Percentile 23 ###### count Percentile 12 ###### 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": 33, "countPercentile": 25, "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 3.736842105263158 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | #### 1084 ##### term 1084 ##### gpa 3.526315789473684 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | #### 1112 ##### term 1112 ##### gpa 3.45 ##### count 30 ##### university ###### size 805 ###### gpa Percentile 58 ###### count Percentile 0 ###### 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 | false | | 3.2–3.6 | 316 | true | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 27, "gpaPercentile": 65, "countPercentile": 0, "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": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 3.5 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | #### 1132 ##### term 1132 ##### gpa 3.2738095238095237 ##### count 42 ##### university ###### size 851 ###### gpa Percentile 40 ###### count Percentile 25 ###### 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 | false | | 3.2–3.6 | 303 | true | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 23, "gpaPercentile": 73, "countPercentile": 32, "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": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 3.1470588235294117 ##### count 34 ##### university ###### size 878 ###### gpa Percentile 25 ###### count Percentile 9 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 4 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 243 | true | | 3.2–3.6 | 302 | false | | 3.6–4.0 | 299 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 26, "gpaPercentile": 32, "countPercentile": 4, "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": true }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.3958333333333335 ##### count 48 ##### university ###### size 918 ###### gpa Percentile 49 ###### count Percentile 32 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 52, "countPercentile": 48, "medianCount": 48.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.52027027027027 ##### count 74 ##### university ###### size 965 ###### gpa Percentile 53 ###### count Percentile 55 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 32, "gpaPercentile": 74, "countPercentile": 42, "medianCount": 84, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 3, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.2880434782608696 ##### count 92 ##### university ###### size 1040 ###### gpa Percentile 30 ###### count Percentile 66 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | true | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 49, "countPercentile": 49, "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": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.2142857142857144 ##### count 56 ##### university ###### size 1102 ###### gpa Percentile 22 ###### count Percentile 40 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 41, "gpaPercentile": 40, "countPercentile": 28, "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": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.5737704918032787 ##### count 61 ##### university ###### size 1012 ###### gpa Percentile 29 ###### count Percentile 47 ###### 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": 37, "countPercentile": 24, "medianCount": 90.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 19, "current": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.268292682926829 ##### count 82 ##### university ###### size 1111 ###### gpa Percentile 19 ###### count Percentile 57 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 37, "countPercentile": 39, "medianCount": 96, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.150943396226415 ##### count 53 ##### university ###### size 1157 ###### gpa Percentile 13 ###### count Percentile 39 ###### 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": 18, "countPercentile": 22, "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 } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.4545454545454546 ##### count 77 ##### university ###### size 1216 ###### gpa Percentile 33 ###### count Percentile 55 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 43, "countPercentile": 45, "medianCount": 82.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 19, "current": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.513888888888889 ##### count 72 ##### university ###### size 1188 ###### gpa Percentile 37 ###### count Percentile 54 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 60, "countPercentile": 38, "medianCount": 111, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 26, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.75 ##### count 32 ##### university ###### size 1295 ###### gpa Percentile 61 ###### count Percentile 7 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 67, "countPercentile": 6, "medianCount": 99, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 20, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.1 ##### count 35 ##### university ###### size 1241 ###### gpa Percentile 8 ###### count Percentile 11 ###### 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": 13, "countPercentile": 0, "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 3.490566037735849 ##### count 53 ##### university ###### size 1333 ###### gpa Percentile 32 ###### count Percentile 37 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 49, "countPercentile": 28, "medianCount": 101, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.4074074074074074 ##### count 54 ##### university ###### size 1289 ###### gpa Percentile 25 ###### 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 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 39, "countPercentile": 22, "medianCount": 105, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 24, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.638888888888889 ##### count 54 ##### university ###### size 1320 ###### gpa Percentile 44 ###### count Percentile 36 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 53, "gpaPercentile": 65, "countPercentile": 27, "medianCount": 82, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 22, "current": false }, { "range": "3.6–4.0", "count": 21, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.514705882352941 ##### count 34 ##### university ###### size 1283 ###### gpa Percentile 31 ###### count Percentile 8 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 55, "countPercentile": 4, "medianCount": 105.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 21, "current": true }, { "range": "3.6–4.0", "count": 19, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5374 ###### gpa 3.680802124674425 ###### top Share 83.10420071804667 ###### count 171 ##### COMPSCI ###### size 110 ###### gpa 3.596258119957261 ###### top Share 79.04928754519479 ###### count 389 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### COMPSCI ###### size 13 ###### gpa 3.0855368848689455 ###### top Share 48.7445028912265 ###### count 55 ##### 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 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### COMPSCI ###### size 27 ###### gpa 3.2907039795974518 ###### top Share 61.485726181424475 ###### count 41 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### COMPSCI ###### size 20 ###### gpa 3.20674670802027 ###### top Share 56.51588103392879 ###### count 54.5 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### COMPSCI ###### size 23 ###### gpa 3.2325357852525465 ###### top Share 57.33650851473996 ###### count 56 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### COMPSCI ###### size 26 ###### gpa 3.263233863996996 ###### top Share 58.711877593449 ###### count 70.5 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### COMPSCI ###### size 30 ###### gpa 3.3169698368361287 ###### top Share 64.20051564737066 ###### count 48.5 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### COMPSCI ###### size 32 ###### gpa 3.2951719476979457 ###### top Share 63.07751525075427 ###### count 84 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3433846242383978 ###### top Share 63.409438479169644 ###### count 92 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### COMPSCI ###### size 41 ###### gpa 3.3598624373657553 ###### top Share 65.26544910639922 ###### count 91 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### COMPSCI ###### size 42 ###### gpa 3.6240893265324647 ###### top Share 79.98991493017058 ###### count 90.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### COMPSCI ###### size 42 ###### gpa 3.450396020252364 ###### top Share 69.90950224603134 ###### count 96 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### COMPSCI ###### size 46 ###### gpa 3.4266761668874532 ###### top Share 68.93117403010548 ###### count 94.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### COMPSCI ###### size 50 ###### gpa 3.522872390836507 ###### top Share 74.11555010870671 ###### count 82.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### COMPSCI ###### size 46 ###### gpa 3.457340982461054 ###### top Share 70.00975704504911 ###### count 111 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### COMPSCI ###### size 52 ###### gpa 3.5206188715369935 ###### top Share 74.2043106737207 ###### count 99 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### COMPSCI ###### size 46 ###### gpa 3.477413782571094 ###### top Share 70.8725394264854 ###### count 116 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### COMPSCI ###### size 54 ###### gpa 3.5244021201456657 ###### top Share 75.07938169795783 ###### count 101 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### COMPSCI ###### size 53 ###### gpa 3.533845597774486 ###### top Share 75.31824598445624 ###### count 82 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ## instructor Trends ```json [ { "uid": "instructor_1098858b2517944160428f41", "name": "RAHUL CHATTERJEE", "count": 340, "terms": [ { "term": "1202", "count": 56, "sections": 1, "gpa": 3.2142857142857144 }, { "term": "1212", "count": 82, "sections": 1, "gpa": 3.268292682926829 }, { "term": "1222", "count": 53, "sections": 1, "gpa": 3.150943396226415 }, { "term": "1232", "count": 77, "sections": 1, "gpa": 3.4545454545454546 }, { "term": "1234", "count": 72, "sections": 1, "gpa": 3.513888888888889 } ] }, { "uid": "instructor_53cca171c86d0302abdf08f4", "name": "NICHOLAS CECCIO", "count": 309, "terms": [ { "term": "1222", "count": 53, "sections": 1, "gpa": 3.150943396226415 }, { "term": "1232", "count": 77, "sections": 1, "gpa": 3.4545454545454546 }, { "term": "1234", "count": 72, "sections": 1, "gpa": 3.513888888888889 }, { "term": "1252", "count": 53, "sections": 1, "gpa": 3.490566037735849 }, { "term": "1254", "count": 54, "sections": 1, "gpa": 3.4074074074074074 } ] }, { "uid": "instructor_2c62a33faf68ea5fd042c63f", "name": "BENJAMIN JACOBSEN", "count": 215, "terms": [ { "term": "1232", "count": 77, "sections": 1, "gpa": 3.4545454545454546 }, { "term": "1234", "count": 72, "sections": 1, "gpa": 3.513888888888889 }, { "term": "1242", "count": 32, "sections": 1, "gpa": 3.75 }, { "term": "1264", "count": 34, "sections": 1, "gpa": 3.514705882352941 } ] }, { "uid": "instructor_9466fe7ff2190ae6966fadbf", "name": "PATRICK MCDANIEL", "count": 173, "terms": [ { "term": "1242", "count": 32, "sections": 1, "gpa": 3.75 }, { "term": "1252", "count": 53, "sections": 1, "gpa": 3.490566037735849 }, { "term": "1262", "count": 54, "sections": 1, "gpa": 3.638888888888889 }, { "term": "1264", "count": 34, "sections": 1, "gpa": 3.514705882352941 } ] }, { "uid": "instructor_a3b20a8c5daa1f1230c02e0f", "name": "THOMAS RISTENPART", "count": 148, "terms": [ { "term": "1122", "count": 24, "sections": 1, "gpa": 3.5 }, { "term": "1132", "count": 42, "sections": 1, "gpa": 3.2738095238095237 }, { "term": "1144", "count": 34, "sections": 1, "gpa": 3.1470588235294117 }, { "term": "1152", "count": 48, "sections": 1, "gpa": 3.3958333333333335 } ] }, { "uid": "instructor_bf4a81f6aa7c91dfe31d8633", "name": "SOMESH JHA", "count": 105, "terms": [ { "term": "1074", "count": 37, "sections": 1, "gpa": 3.081081081081081 }, { "term": "1082", "count": 19, "sections": 1, "gpa": 3.736842105263158 }, { "term": "1084", "count": 19, "sections": 1, "gpa": 3.526315789473684 }, { "term": "1112", "count": 30, "sections": 1, "gpa": 3.45 } ] }, { "uid": "instructor_fdd4be08d9eabb98784c0024", "name": "MICHAEL SWIFT", "count": 92, "terms": [ { "term": "1194", "count": 92, "sections": 1, "gpa": 3.2880434782608696 } ] }, { "uid": "instructor_28e1bd74ec0ec82d05fd8bdd", "name": "ETHAN CECCHETTI", "count": 89, "terms": [ { "term": "1244", "count": 35, "sections": 1, "gpa": 3.1 }, { "term": "1254", "count": 54, "sections": 1, "gpa": 3.4074074074074074 } ] }, { "uid": "instructor_7f190334e6a2d83b6967ac1d", "name": "OBAIDULLAH ADIL AHMED", "count": 77, "terms": [ { "term": "1232", "count": 77, "sections": 1, "gpa": 3.4545454545454546 } ] }, { "uid": "instructor_aa2181cf99f1ff9e428bce2c", "name": "ADAM EVERSPAUGH", "count": 74, "terms": [ { "term": "1164", "count": 74, "sections": 1, "gpa": 3.52027027027027 } ] }, { "uid": "instructor_250b49c518669c31504bded4", "name": "EARLENCE FERNANDES", "count": 61, "terms": [ { "term": "1204", "count": 61, "sections": 1, "gpa": 3.5737704918032787 } ] }, { "uid": "instructor_6dad1f14c8b6f0493a3d2d7f", "name": "ZIJUN MA", "count": 61, "terms": [ { "term": "1204", "count": 61, "sections": 1, "gpa": 3.5737704918032787 } ] }, { "uid": "instructor_f275eec8e66d43d5b8cba998", "name": "SYED SULEMAN AHMAD", "count": 61, "terms": [ { "term": "1204", "count": 61, "sections": 1, "gpa": 3.5737704918032787 } ] }, { "uid": "instructor_a4b536b6fc715eeea998e878", "name": "JEAN-CHARLES NOIROT FERRAND", "count": 54, "terms": [ { "term": "1262", "count": 54, "sections": 1, "gpa": 3.638888888888889 } ] }, { "uid": "instructor_f88e0bb001bb4c1fcaec874d", "name": "SOPHIA STEPHENSON", "count": 53, "terms": [ { "term": "1222", "count": 53, "sections": 1, "gpa": 3.150943396226415 } ] }, { "uid": "instructor_6b0090b56484acde9b8fce9b", "name": "RAHUL KRISHNAN", "count": 35, "terms": [ { "term": "1244", "count": 35, "sections": 1, "gpa": 3.1 } ] }, { "uid": "instructor_cadb57303ed18ebcc94cc04b", "name": "ANGUS HE", "count": 34, "terms": [ { "term": "1264", "count": 34, "sections": 1, "gpa": 3.514705882352941 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.07 #### upper 4 #### coverage 80 #### terms 6 ### gpa 3.537213055360298 ### grades | grade | percentage | | ----- | ------------------ | | A | 58.4893269603156 | | AB | 10.46268788000039 | | B | 23.31570037828513 | | BC | 1.7429069901836691 | | C | 3.6316272807431558 | | D | 1.5769669429651647 | | F | 0.7807835675068706 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 269 ### same Season true ### historical Range * 3.150943396226415 * 3.75 ### backtest #### terms 6 #### gpa Error 0.18805604372829654 #### mix Error 24.12556870157754