# COMPSCI/LIS 102: Introduction to Computing | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_LIS_102) ## 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 616fd4af4323ede993f2938cb05143e1f66826ab0bffd34d40c07c5ccc3dbeeb ### course id COMPSCI/LIS 102 ### course uid course\_72fca04984de023263764214 ### catalog version id 836f7b068732c666577e23d563857089781774f06b98335e7dd80c445247da3c ### course number 102 ### subjects * COMPSCI * LIS ### title INTRODUCTION TO COMPUTING ### description Provides a broad overview of computing at an introductory level, including topics such as security, robotics, and artificial intelligence. Increases understanding of how computers work and how algorithms solve problems. Design and implement creative applications in an introductory coding environment. Provides a broad overview of computing and algorithms without an emphasis on programming. ### requirements text MATH 96or placement intoMATH 141. MATH 118 does not fulfill the prerequisite. Not open to students with credit forCOMP SCI 300or320 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:023191 * 1272:544:023191 ### llm job id enrich-b6d8f78c1be0d523cf09d00d ### llm output id f7d068d53694860d51e4055d9d781cf687d4d213b2961432f3e089b2c2697409 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to Computing provides a broad overview of computing topics like security, robotics, and AI, and algorithmic problem solving. ### llm topics * Security, robotics, and artificial intelligence * Algorithms and problem solving ### llm skills * Understanding algorithms and problem solving * Creative application design in introductory coding ### llm assumed background * Introductory computing concepts without programming emphasis * Basic algebra or quantitative reasoning placement ### llm search phrases * introductory computing overview * algorithms problem solving * computing security robotics AI * no programming emphasis ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 4878923565e15f7e26f0af5bcec0e5f4bf2b9386aa4d73110283de307a5469a3 #### course id COMPSCI/LIS 102 #### current instructors ```json [ { "instructor_uid": "instructor_0c6e218296c258ea4f4f8ef3", "message": null, "name": "Jeff Nyhoff", "review_status": "supported", "rmp_instructor_id": "rmp:2840015", "summary": [ { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-02 03:41:01 +0000 UTC", "review_id": "c376fce79ed84e6cd797b64c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwODU1ODk5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-08 19:28:54 +0000 UTC", "review_id": "180979cd8215c2398a0a7ced", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwODk1NjI2", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-09 21:20:43 +0000 UTC", "review_id": "7b28b4b5eba4067efcae8177", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwOTA2MTk0", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-10 20:03:43 +0000 UTC", "review_id": "9b5f41613063dc57cea18166", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwOTE0NjU2", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-05-08 02:18:12 +0000 UTC", "review_id": "317b5b3ba8b3c6ddd5279043", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQxMjA1MDk3", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-12-03 18:17:49 +0000 UTC", "review_id": "aa707da962c246fa25d903b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyMDE0ODAy", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-04-24 04:49:12 +0000 UTC", "review_id": "be1b58043c2aaa6ab5d83029", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyOTIxODMy", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ], "text": "Jeff Nyhoff is frequently described as a chill and responsive professor. Reviewers note there are no quizzes or tests, as grading relies on lecture demos and homework. He also provides grace points to accommodate missed classes." }, { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2024-12-10 17:22:08 +0000 UTC", "review_id": "44bf85f1858b7f540449e432", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwMTk2MTUx", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-02-21 03:38:48 +0000 UTC", "review_id": "88d9701b8041c06f2035cf91", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwNjk0MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-03-11 03:23:23 +0000 UTC", "review_id": "d6aae3d622d4154b579a3859", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyNjg2Mzg2", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ], "text": "Some students criticize Nyhoff for arriving late to mandatory 8 a.m. sessions and enforcing a strict attendance policy. Others find his lectures rambling and disorganized, citing excessive busywork and irrelevant tangents. One reviewer reported he was dismissive when asked to post materials early." }, { "citations": [ { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.81 GPA, 88.6% A/AB (n=176 letter grades); Fall 2025: 3.93 GPA, 97.4% A/AB (n=195 letter grades); Spring 2026: 3.87 GPA, 94.3% A/AB (n=194 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload The workload involves daily in-person attendance and completing assignments posted after lectures, often requiring students to bring fully charged computers. Some reviewers note that outside work can be long and that the Canvas page is disorganized. ```json { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-02-21 03:38:48 +0000 UTC", "review_id": "88d9701b8041c06f2035cf91", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwNjk0MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-02 03:41:01 +0000 UTC", "review_id": "c376fce79ed84e6cd797b64c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwODU1ODk5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-05-08 02:18:12 +0000 UTC", "review_id": "317b5b3ba8b3c6ddd5279043", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQxMjA1MDk3", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Jeff Nyhoff teaches a very easy course with no quizzes or tests, relying instead on lecture demos and homework. Reviewers describe the class as an easy pass, though some find the lecture-heavy format and his tendency to ramble annoying. ```json { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-02 03:41:01 +0000 UTC", "review_id": "c376fce79ed84e6cd797b64c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwODU1ODk5", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-04-08 19:28:54 +0000 UTC", "review_id": "180979cd8215c2398a0a7ced", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwODk1NjI2", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-05-08 02:18:12 +0000 UTC", "review_id": "317b5b3ba8b3c6ddd5279043", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQxMjA1MDk3", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-12-03 18:17:49 +0000 UTC", "review_id": "aa707da962c246fa25d903b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyMDE0ODAy", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.81 GPA, 88.6% A/AB (n=176 letter grades); Fall 2025: 3.93 GPA, 97.4% A/AB (n=195 letter grades); Spring 2026: 3.87 GPA, 94.3% A/AB (n=194 letter grades). ```json { "citations": [ { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students report frustration with Nyhoff's tardiness, disorganized Canvas page, and tendency to go off-topic during lectures. Conversely, others appreciate his kindness and fast response times when students are struggling with assignments. ```json { "citations": [ { "instructor_name": "Jeff Nyhoff", "review_date": "2024-12-10 17:22:08 +0000 UTC", "review_id": "44bf85f1858b7f540449e432", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwMTk2MTUx", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2025-02-21 03:38:48 +0000 UTC", "review_id": "88d9701b8041c06f2035cf91", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQwNjk0MDkx", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-03-11 03:23:23 +0000 UTC", "review_id": "d6aae3d622d4154b579a3859", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyNjg2Mzg2", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" }, { "instructor_name": "Jeff Nyhoff", "review_date": "2026-04-24 04:49:12 +0000 UTC", "review_id": "be1b58043c2aaa6ab5d83029", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2840015", "source_review_id": "UmF0aW5nLTQyOTIxODMy", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JEFF NYHOFF is recorded teaching in 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/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI/LIS 102", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "source_record": { "entity_id": "4b7fd628-f400-3081-a0f1-60ef6661e4de", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "MATH 96or placement intoMATH 141. MATH 118 does not fulfill the prerequisite. Not open to students with credit forCOMP SCI 300or320", "id": "n0", "kind": "all" }, { "children": [ "n3", "n4", "n8" ], "condition": null, "course": null, "evidence": "MATH 96or placement intoMATH 141. MATH 118 does not fulfill the prerequisite.", "id": "n1", "kind": "any" }, { "children": [ "n5" ], "condition": null, "course": null, "evidence": "Not open to students with credit forCOMP SCI 300or320", "id": "n2", "kind": "not" }, { "children": [], "condition": null, "course": { "course_number": 96, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 96", "id": "n3", "kind": "course" }, { "children": [], "condition": "placement intoMATH 141", "course": null, "evidence": "placement intoMATH 141", "id": "n4", "kind": "condition" }, { "children": [ "n6", "n7" ], "condition": null, "course": null, "evidence": "COMP SCI 300or320", "id": "n5", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "COMP SCI 300", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "320", "id": "n7", "kind": "course" }, { "children": [], "condition": "MATH 118", "course": null, "evidence": "MATH 118", "id": "n8", "kind": "condition" } ] ``` #### notes * MATH 118 preserved as verbatim condition node per validation instructions. * Global exclusion applied via 'not' node under root. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_0c6e218296c258ea4f4f8ef3", "source": "enrollment", "source_instructor_id": "jnyhoff", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jeff Nyhoff", "email": "JNYHOFF@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": 37, "quality": 3.35, "difficulty": 1.43, "quality_count": 37, "difficulty_count": 37, "profile_id": "rmp:2840015", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:48.086393+00:00", "courses": { "course_72fca04984de023263764214": { "review_count": 27, "quality": 3.81, "difficulty": 1.41, "quality_count": 27, "difficulty_count": 27 }, "course_eefb8f2e349aefa0dedfe2e4": { "review_count": 5, "quality": 2, "difficulty": 1, "quality_count": 5, "difficulty_count": 5 }, "course_28c3390ba944d49fd17f7c72": { "review_count": 5, "quality": 2.2, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.4586616784374016, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JEFF_NYHOFF" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:023191", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1272", "source_course_id": "023191", "source_subject_id": "266", "title": "Introduction to Computing", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:544:023191", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1272", "source_course_id": "023191", "source_subject_id": "544", "title": "Introduction to Computing", "credits_min": 3, "credits_max": 3, "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:1272:27344", "term_id": "1272", "source_section_id": "27344", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 265, "enrolled": 114, "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:1272:27534", "term_id": "1272", "source_section_id": "27534", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 265, "enrolled": 41, "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_10862c38b85a510c33365756", "source": "madgrades", "source_instructor_id": "6465102", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMY WANG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.719, "graded": 201, "counts": [ 156, 21, 10, 6, 2, 1, 5 ], "sections": 6 }, "instructor_url": "/instructors/AMY_WANG" }, { "instructor_uid": "instructor_16a2cf427f1a74aaf5b583cd", "source": "madgrades", "source_instructor_id": "6493017", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEFF NYHOFF", "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": 37, "quality": 3.35, "difficulty": 1.43, "quality_count": 37, "difficulty_count": 37, "profile_id": "rmp:2840015", "source_url": "https://www.ratemyprofessors.com/professor/2840015", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:48.086393+00:00", "courses": { "course_72fca04984de023263764214": { "review_count": 27, "quality": 3.81, "difficulty": 1.41, "quality_count": 27, "difficulty_count": 27 }, "course_eefb8f2e349aefa0dedfe2e4": { "review_count": 5, "quality": 2, "difficulty": 1, "quality_count": 5, "difficulty_count": 5 }, "course_28c3390ba944d49fd17f7c72": { "review_count": 5, "quality": 2.2, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.4586616784374016, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.822, "graded": 1863, "counts": [ 1590, 108, 82, 38, 15, 11, 19 ], "sections": 26 }, "instructor_url": "/instructors/JEFF_NYHOFF--instructor_16a2cf427f1a74aaf5b583cd" }, { "instructor_uid": "instructor_c533587610dae007b98ca4ab", "source": "madgrades", "source_instructor_id": "6461067", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEV KHETAN", "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": 3.773, "graded": 119, "counts": [ 98, 8, 5, 4, 2, 0, 2 ], "sections": 4 }, "instructor_url": "/instructors/DEV_KHETAN--instructor_c533587610dae007b98ca4ab" }, { "instructor_uid": "instructor_ea8a3f4b2e9ea5a86f33909c", "source": "madgrades", "source_instructor_id": "6662417", 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"exact_name", "observed_at": "2026-09-07 16:33:48.086393+00:00", "courses": { "course_72fca04984de023263764214": { "review_count": 27, "quality": 3.81, "difficulty": 1.41, "quality_count": 27, "difficulty_count": 27 }, "course_eefb8f2e349aefa0dedfe2e4": { "review_count": 5, "quality": 2, "difficulty": 1, "quality_count": 5, "difficulty_count": 5 }, "course_28c3390ba944d49fd17f7c72": { "review_count": 5, "quality": 2.2, "difficulty": 2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.4586616784374016, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JEFF_NYHOFF" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "AMY WANG", "DEV KHETAN", "Jeff Nyhoff" ], "a": 98, "ab": 8, "b": 5, "bc": 4, "c": 2, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 119, "source_aliases": [ "COMPSCI/LIS 102" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "AMY WANG", "Jeff Nyhoff" ], "a": 58, "ab": 13, "b": 5, "bc": 2, "c": 0, "d": 1, "f": 3, "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/LIS 102" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Jeff Nyhoff" ], "a": 87, "ab": 9, "b": 6, "bc": 3, "c": 1, "d": 1, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 109, "source_aliases": [ "COMPSCI/LIS 102" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Jeff Nyhoff" ], "a": 149, "ab": 7, "b": 12, "bc": 2, "c": 4, "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": 176, "source_aliases": [ "COMPSCI/LIS 102" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "AJIL JOSEPH", "Jeff Nyhoff" ], "a": 183, "ab": 7, "b": 1, "bc": 2, "c": 1, "d": 0, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 197, "source_aliases": [ "COMPSCI/LIS 102" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/LIS 102", "course_uid": "course_72fca04984de023263764214", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Jeff Nyhoff" ], "a": 170, "ab": 13, "b": 0, "bc": 9, "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": 194, "source_aliases": [ "COMPSCI/LIS 102" ] } ] ``` ### statistics #### gpa 3.82 #### graded 875 #### counts * 745 * 57 * 29 * 22 * 9 * 3 * 10 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_72fca04984de023263764214-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_72fca04984de023263764214-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_72fca04984de023263764214-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_72fca04984de023263764214-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_72fca04984de023263764214-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_72fca04984de023263764214-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_72fca04984de023263764214-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_72fca04984de023263764214-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_72fca04984de023263764214-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_72fca04984de023263764214-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.82 #### count 875 #### university ##### size 3801 ##### gpa Percentile 59 ##### count Percentile 94 ##### median Count 100 ##### 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 | 209 | false | | 3.2–3.6 | 936 | false | | 3.6–4.0 | 2644 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 97, "gpaPercentile": 68, "countPercentile": 81, "medianCount": 149, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 33, "current": false }, { "range": "3.6–4.0", "count": 53, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 54, "gpaPercentile": 36, "countPercentile": 94, "medianCount": 146.5, "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": 6, "current": false }, { "range": "3.6–4.0", "count": 47, "current": true } ] } } ] ``` ### terms #### 1242 ##### term 1242 ##### gpa 3.773109243697479 ##### count 119 ##### university ###### size 1295 ###### gpa Percentile 64 ###### count Percentile 74 ###### 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": 69, "countPercentile": 57, "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 } ] } }, { "subject": "LIS", "comparison": { "size": 21, "gpaPercentile": 40, "countPercentile": 80, "medianCount": 71, "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": 2, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.6402439024390243 ##### count 82 ##### university ###### size 1241 ###### gpa Percentile 48 ###### count Percentile 60 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 64, "countPercentile": 29, "medianCount": 116, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 23, "gpaPercentile": 14, "countPercentile": 64, "medianCount": 43, "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": 1, "current": false }, { "range": "3.6–4.0", "count": 21, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.743119266055046 ##### count 109 ##### university ###### size 1333 ###### gpa Percentile 58 ###### count Percentile 70 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 66, "countPercentile": 57, "medianCount": 101, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 33, "countPercentile": 81, "medianCount": 64, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 20, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.809659090909091 ##### count 176 ##### university ###### size 1289 ###### gpa Percentile 68 ###### count Percentile 85 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 84, "countPercentile": 69, "medianCount": 105, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 24, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 62, "countPercentile": 90, "medianCount": 71.5, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.9307692307692306 ##### count 195 ##### university ###### size 1320 ###### gpa Percentile 84 ###### count Percentile 86 ###### 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": 85, "countPercentile": 67, "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 } ] } }, { "subject": "LIS", "comparison": { "size": 22, "gpaPercentile": 76, "countPercentile": 90, "medianCount": 89.5, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.865979381443299 ##### count 194 ##### university ###### size 1283 ###### gpa Percentile 73 ###### count Percentile 87 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 83, "countPercentile": 66, "medianCount": 105.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 21, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } }, { "subject": "LIS", "comparison": { "size": 26, "gpaPercentile": 64, "countPercentile": 88, "medianCount": 68.5, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3801 ###### gpa 3.6947140786559496 ###### top Share 84.06396268479713 ###### count 100 ##### COMPSCI ###### size 97 ###### gpa 3.606118116054628 ###### top Share 79.5006363584558 ###### count 149 ##### LIS ###### size 54 ###### gpa 3.8118963459457387 ###### top Share 91.53315004990223 ###### count 146.5 #### terms ##### 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 ###### LIS ###### size 21 ###### gpa 3.7798109571537672 ###### top Share 89.96354041118646 ###### count 71 ##### 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 ###### LIS ###### size 23 ###### gpa 3.7785046032731033 ###### top Share 90.26192741317158 ###### count 43 ##### 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 ###### LIS ###### size 22 ###### gpa 3.812010001587644 ###### top Share 91.12079947643103 ###### count 64 ##### 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 ###### LIS ###### size 22 ###### gpa 3.7638187275898236 ###### top Share 89.4253626336275 ###### count 71.5 ##### 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 ###### LIS ###### size 22 ###### gpa 3.7696395303678063 ###### top Share 89.8756587241882 ###### count 89.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ###### LIS ###### size 26 ###### gpa 3.7763648214424603 ###### top Share 89.64354345968482 ###### count 68.5 ## instructor Trends ```json [ { "uid": "instructor_16a2cf427f1a74aaf5b583cd", "name": "JEFF NYHOFF", "count": 875, "terms": [ { "term": "1242", "count": 119, "sections": 4, "gpa": 3.773109243697479 }, { "term": "1244", "count": 82, "sections": 2, "gpa": 3.6402439024390243 }, { "term": "1252", "count": 109, "sections": 2, "gpa": 3.743119266055046 }, { "term": "1254", "count": 176, "sections": 1, "gpa": 3.809659090909091 }, { "term": "1262", "count": 195, "sections": 1, "gpa": 3.9307692307692306 }, { "term": "1264", "count": 194, "sections": 1, "gpa": 3.865979381443299 } ] }, { "uid": "instructor_10862c38b85a510c33365756", "name": "AMY WANG", "count": 201, "terms": [ { "term": "1242", "count": 119, "sections": 4, "gpa": 3.773109243697479 }, { "term": "1244", "count": 82, "sections": 2, "gpa": 3.6402439024390243 } ] }, { "uid": "instructor_ea8a3f4b2e9ea5a86f33909c", "name": "AJIL JOSEPH", "count": 195, "terms": [ { "term": "1262", "count": 195, "sections": 1, "gpa": 3.9307692307692306 } ] }, { "uid": "instructor_c533587610dae007b98ca4ab", "name": "DEV KHETAN", "count": 119, "terms": [ { "term": "1242", "count": 119, "sections": 4, "gpa": 3.773109243697479 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### gpa 3.8278912129424802 ### grades | grade | percentage | | ----- | ------------------- | | A | 86.23165869191364 | | AB | 5.941708682501194 | | B | 3.1170351917390393 | | BC | 2.2044001607491914 | | C | 0.9518015242007349 | | D | 0.30079711234772144 | | F | 1.2525986365484565 | ### source Terms * 1262 * 1252 * 1242 ### source Count 423 ### same Season true ### historical Range * 3.743119266055046 * 3.9307692307692306