# COMPSCI 765: Data Visualization | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_765) ## 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 d2391263d498136eae97348d7e72d885a863f8769b3f3176d1101aaa2bf748d8 ### course id COMPSCI 765 ### course uid course\_3a891709cd89ccc2056218ba ### catalog version id 43f71a9eedd34b75b225eba4383d157bcedab803c351b970d1bb10d55f443a84 ### course number 765 ### subjects * COMPSCI ### title DATA VISUALIZATION ### description Principles of the visual presentation of data. Survey of Information Visualization, Scientific Visualization, and Visual Analytics. Design and evaluation of visualizations and interactive exploration tools. Introduction to relevant foundations in visual design, human perception, and data analysis. Encodings, layout and interaction. Approaches to large data sets. Visualization of complex data types such as scalar fields, graphs, sets, texts, and multi-variate data. Use of 2D, 3D and motion in data presentations. Implementation issues. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:024688 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id a1e2d098151e23240f46d690112d133a7fc02f221f1ec40bef52165dfa0e2c80 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary COMPSCI 765 covers principles of data visual presentation, surveying Information Visualization, Scientific Visualization, and Visual Analytics. ### llm topics * Information Visualization, Scientific Visualization, and Visual Analytics * Foundations in visual design, human perception, and data analysis * Encodings, layout and interaction * Visualization of complex data types ### llm skills * Design and evaluation of visualizations and interactive exploration tools * Use of 2D, 3D and motion in data presentations ### llm assumed background None recorded. ### llm search phrases * data visualization principles * visual analytics design * interactive exploration tools * scientific visualization survey ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash a95bb85be5b09f277b4af929106f2d9ffcea1af4b9bcbb26176adb1bd95d93c7 #### course id COMPSCI 765 #### current instructors ```json [ { "instructor_uid": "instructor_e87641b3a0d9d630d98447ef", "message": null, "name": "Michael Gleicher", "review_status": "supported", "rmp_instructor_id": "rmp:1257605", "summary": [ { "citations": [ { "instructor_name": "Michael Gleicher", "review_date": "2022-12-26 19:47:56 +0000 UTC", "review_id": "f10db1e22b88f109ba216aa8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM3MjQ2MDA3", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" }, { "instructor_name": "Michael Gleicher", "review_date": "2023-08-23 19:33:51 +0000 UTC", "review_id": "866ddc3db2ae72b6d5064397", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM4MTg0NDMx", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" }, { "instructor_name": "Michael Gleicher", "review_date": "2024-11-14 17:15:03 +0000 UTC", "review_id": "d6b8966ae0386c758fd5372f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM5OTQ5MDc5", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" } ], "text": "Michael Gleicher is described as a good lecturer but extremely unorganized, with unclear expectations and grading criteria. Reviewers report unstructured grading, busywork assignments, and a lack of transparency, leading to strong recommendations against the course for grade-conscious students." }, { "citations": [ { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.62 GPA, 90.0% A/AB (n=60 letter grades); Fall 2024: 3.60 GPA, 92.5% A/AB (n=67 letter grades); Fall 2025: 3.66 GPA, 95.5% A/AB (n=44 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Reviewers report that assignments toward the end of the semester felt like busywork rather than meaningful learning. ```json { "citations": [ { "instructor_name": "Michael Gleicher", "review_date": "2023-08-23 19:33:51 +0000 UTC", "review_id": "866ddc3db2ae72b6d5064397", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM4MTg0NDMx", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Michael Gleicher receives mixed feedback, with one reviewer noting he is a good lecturer, while others describe the course as extremely unorganized and unstructured. ```json { "citations": [ { "instructor_name": "Michael Gleicher", "review_date": "2022-12-26 19:47:56 +0000 UTC", "review_id": "f10db1e22b88f109ba216aa8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM3MjQ2MDA3", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" }, { "instructor_name": "Michael Gleicher", "review_date": "2023-08-23 19:33:51 +0000 UTC", "review_id": "866ddc3db2ae72b6d5064397", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM4MTg0NDMx", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" }, { "instructor_name": "Michael Gleicher", "review_date": "2024-11-14 17:15:03 +0000 UTC", "review_id": "d6b8966ae0386c758fd5372f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM5OTQ5MDc5", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" } ] } ``` Recent recorded grades — Fall 2022: 3.62 GPA, 90.0% A/AB (n=60 letter grades); Fall 2024: 3.60 GPA, 92.5% A/AB (n=67 letter grades); Fall 2025: 3.66 GPA, 95.5% A/AB (n=44 letter grades). ```json { "citations": [ { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students find grading criteria and expectations to be unclear and unstructured, which is frustrating for those concerned about grades. ```json { "citations": [ { "instructor_name": "Michael Gleicher", "review_date": "2022-12-26 19:47:56 +0000 UTC", "review_id": "f10db1e22b88f109ba216aa8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM3MjQ2MDA3", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" }, { "instructor_name": "Michael Gleicher", "review_date": "2023-08-23 19:33:51 +0000 UTC", "review_id": "866ddc3db2ae72b6d5064397", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1257605", "source_review_id": "UmF0aW5nLTM4MTg0NDMx", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MICHAEL GLEICHER is recorded teaching in Spring 2017, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 765", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "56328280-30d5-3576-8866-349b83bf9384", "source_record": { "entity_id": "56328280-30d5-3576-8866-349b83bf9384", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_e87641b3a0d9d630d98447ef", "source": "enrollment", "source_instructor_id": "mlgleicher", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Gleicher", "email": "GLEICHER@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 21, "quality": 3.33, "difficulty": 3.57, "quality_count": 21, "difficulty_count": 21, "profile_id": "rmp:1257605", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:19.789534+00:00", "courses": { "course_93d2f66aee95b30379263c4f": { "review_count": 18, "quality": 3.61, "difficulty": 3.67, "quality_count": 18, "difficulty_count": 18 }, "course_3a891709cd89ccc2056218ba": { "review_count": 3, "quality": 1.67, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.4908223334373636, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MICHAEL_GLEICHER" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:024688", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1272", "source_course_id": "024688", "source_subject_id": "266", "title": "Data Visualization", "credits_min": 3, "credits_max": 3, "typically_offered": "Every Other Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29159", "term_id": "1272", "source_section_id": "29159", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 70, "enrolled": 68, "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_bfe4bee42dc667c0fd32a915", "source": "madgrades", "source_instructor_id": "3011047", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL GLEICHER", "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": 3.33, "difficulty": 3.57, "quality_count": 21, "difficulty_count": 21, "profile_id": "rmp:1257605", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:19.789534+00:00", "courses": { "course_93d2f66aee95b30379263c4f": { "review_count": 18, "quality": 3.61, "difficulty": 3.67, "quality_count": 18, "difficulty_count": 18 }, "course_3a891709cd89ccc2056218ba": { "review_count": 3, "quality": 1.67, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.4908223334373636, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.351, "graded": 1646, "counts": [ 565, 568, 285, 96, 71, 30, 31 ], "sections": 188 }, "instructor_url": "/instructors/MICHAEL_GLEICHER--instructor_bfe4bee42dc667c0fd32a915" }, { "instructor_uid": "instructor_decd25d51e3e10c35fc5cc43", "source": "madgrades", "source_instructor_id": "6209900", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ABHAY KUMAR", "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": 3.554, "graded": 46, "counts": [ 19, 18, 7, 1, 0, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/ABHAY_KUMAR" }, { "instructor_uid": "instructor_2abdd5ef75900262c1b09355", "source": "madgrades", "source_instructor_id": "6294901", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KEATON LEPPANEN", "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": 256, "counts": [ 72, 96, 53, 33, 0, 2, 0 ], "sections": 2 }, "instructor_url": "/instructors/KEATON_LEPPANEN" }, { "instructor_uid": "instructor_c61790a56d2d429e8ce2e1c6", "source": "madgrades", "source_instructor_id": "6453506", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CAT NELSON", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.749, "graded": 618, "counts": [ 408, 142, 43, 18, 7, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/CAT_NELSON" }, { "instructor_uid": "instructor_e87641b3a0d9d630d98447ef", "source": "enrollment", "source_instructor_id": "mlgleicher", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Gleicher", "email": "GLEICHER@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 21, "quality": 3.33, "difficulty": 3.57, "quality_count": 21, "difficulty_count": 21, "profile_id": "rmp:1257605", "source_url": "https://www.ratemyprofessors.com/professor/1257605", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:19.789534+00:00", "courses": { "course_93d2f66aee95b30379263c4f": { "review_count": 18, "quality": 3.61, "difficulty": 3.67, "quality_count": 18, "difficulty_count": 18 }, "course_3a891709cd89ccc2056218ba": { "review_count": 3, "quality": 1.67, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.4908223334373636, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MICHAEL_GLEICHER" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Michael Gleicher" ], "a": 26, "ab": 18, "b": 3, "bc": 0, "c": 0, "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": 48, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Michael Gleicher" ], "a": 21, "ab": 5, "b": 3, "bc": 3, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 35, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Michael Gleicher" ], "a": 24, "ab": 21, "b": 14, "bc": 0, "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": 60, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Michael Gleicher" ], "a": 20, "ab": 25, "b": 11, "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": 56, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Michael Gleicher" ], "a": 19, "ab": 28, "b": 4, "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": 51, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "ABHAY KUMAR", "Michael Gleicher" ], "a": 19, "ab": 18, "b": 7, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 47, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "KEATON LEPPANEN", "Michael Gleicher" ], "a": 20, "ab": 34, "b": 6, "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": 60, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "CAT NELSON", "Michael Gleicher" ], "a": 21, "ab": 41, "b": 3, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 67, "source_aliases": [ "COMPSCI 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI 765", "course_uid": "course_3a891709cd89ccc2056218ba", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "CAT NELSON", "Michael Gleicher" ], "a": 19, "ab": 23, "b": 0, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 45, "source_aliases": [ "COMPSCI 765" ] } ] ``` ### statistics #### gpa 3.604 #### graded 466 #### counts * 189 * 213 * 51 * 6 * 4 * 2 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3a891709cd89ccc2056218ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3a891709cd89ccc2056218ba-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3a891709cd89ccc2056218ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3a891709cd89ccc2056218ba-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_3a891709cd89ccc2056218ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3a891709cd89ccc2056218ba-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_3a891709cd89ccc2056218ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3a891709cd89ccc2056218ba-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3a891709cd89ccc2056218ba-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3a891709cd89ccc2056218ba-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6040772532188843 #### count 466 #### university ##### size 3650 ##### gpa Percentile 36 ##### count Percentile 82 ##### median Count 127 ##### 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 | 12 | false | | 2.8–3.2 | 282 | false | | 3.2–3.6 | 997 | false | | 3.6–4.0 | 2357 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 93, "gpaPercentile": 50, "countPercentile": 61, "medianCount": 265, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 32, "current": false }, { "range": "3.6–4.0", "count": 48, "current": true } ] } } ] ``` ### terms #### 1174 ##### term 1174 ##### gpa 3.6666666666666665 ##### count 48 ##### university ###### size 955 ###### gpa Percentile 66 ###### count Percentile 31 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 79, "countPercentile": 10, "medianCount": 108, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.5588235294117645 ##### count 34 ##### university ###### size 1025 ###### gpa Percentile 56 ###### count Percentile 6 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 36, "gpaPercentile": 69, "countPercentile": 3, "medianCount": 90.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.558333333333333 ##### count 60 ##### university ###### size 1077 ###### gpa Percentile 51 ###### count Percentile 44 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 65, "countPercentile": 35, "medianCount": 95.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.580357142857143 ##### count 56 ##### university ###### size 1102 ###### gpa Percentile 53 ###### 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": 73, "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 } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.6470588235294117 ##### count 51 ##### university ###### size 1111 ###### gpa Percentile 50 ###### count Percentile 35 ###### 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 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 71, "countPercentile": 12, "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": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.5543478260869565 ##### count 46 ##### university ###### size 1157 ###### gpa Percentile 43 ###### count Percentile 31 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 69, "countPercentile": 13, "medianCount": 94.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.6166666666666667 ##### count 60 ##### university ###### size 1216 ###### gpa Percentile 47 ###### count Percentile 45 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 59, "countPercentile": 33, "medianCount": 82.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.5970149253731343 ##### count 67 ##### university ###### size 1333 ###### gpa Percentile 42 ###### count Percentile 47 ###### 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": 58, "countPercentile": 36, "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 } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.659090909090909 ##### count 44 ##### university ###### size 1320 ###### gpa Percentile 46 ###### count Percentile 26 ###### 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": 67, "countPercentile": 10, "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 } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3650 ###### gpa 3.6618154637369433 ###### top Share 81.9894695487305 ###### count 127 ##### COMPSCI ###### size 93 ###### gpa 3.5786801577375478 ###### top Share 78.06208381059787 ###### count 265 #### terms ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### COMPSCI ###### size 30 ###### gpa 3.3383019285046376 ###### top Share 63.22952984555728 ###### count 108 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### COMPSCI ###### size 36 ###### gpa 3.352907303323745 ###### top Share 63.88103454195665 ###### count 90.5 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3453717241366854 ###### top Share 64.2917310505246 ###### count 95.5 ##### 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 ##### 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 ##### 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 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_bfe4bee42dc667c0fd32a915", "name": "MICHAEL GLEICHER", "count": 466, "terms": [ { "term": "1174", "count": 48, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1182", "count": 34, "sections": 1, "gpa": 3.5588235294117645 }, { "term": "1192", "count": 60, "sections": 1, "gpa": 3.558333333333333 }, { "term": "1202", "count": 56, "sections": 1, "gpa": 3.580357142857143 }, { "term": "1212", "count": 51, "sections": 1, "gpa": 3.6470588235294117 }, { "term": "1222", "count": 46, "sections": 1, "gpa": 3.5543478260869565 }, { "term": "1232", "count": 60, "sections": 1, "gpa": 3.6166666666666667 }, { "term": "1252", "count": 67, "sections": 1, "gpa": 3.5970149253731343 }, { "term": "1262", "count": 44, "sections": 1, "gpa": 3.659090909090909 } ] }, { "uid": "instructor_c61790a56d2d429e8ce2e1c6", "name": "CAT NELSON", "count": 111, "terms": [ { "term": "1252", "count": 67, "sections": 1, "gpa": 3.5970149253731343 }, { "term": "1262", "count": 44, "sections": 1, "gpa": 3.659090909090909 } ] }, { "uid": "instructor_2abdd5ef75900262c1b09355", "name": "KEATON LEPPANEN", "count": 60, "terms": [ { "term": "1232", "count": 60, "sections": 1, "gpa": 3.6166666666666667 } ] }, { "uid": "instructor_decd25d51e3e10c35fc5cc43", "name": "ABHAY KUMAR", "count": 46, "terms": [ { "term": "1222", "count": 46, "sections": 1, "gpa": 3.5543478260869565 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.55 #### upper 3.68 #### coverage 80 #### terms 4 ### gpa 3.6149036595571156 ### grades | grade | percentage | | ----- | ------------------- | | A | 37.51273864084678 | | AB | 53.3636180313979 | | B | 6.020797391620899 | | BC | 1.5514229680672125 | | C | 1.1743757193338553 | | D | 0.37704724873335693 | | F | 0 | ### source Terms * 1262 * 1252 * 1232 * 1222 ### source Count 217 ### same Season true ### historical Range * 3.554347826086957 * 3.6590909090909087 ### backtest #### terms 4 #### gpa Error 0.03365545485455823 #### mix Error 11.153750085417341