# CS\&D 681: Senior Honors Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CS%26D_681) ## 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 cb30f8d2d3fe9cfbb15dc1dc72bb58018f0dd6390cdfc970f04997bd4d6c9615 ### course id CS\&D 681 ### course uid course\_5e5301267908c76fb1a37754 ### catalog version id 9af8cb5258954f8e2b2a8923634c9b8ba45c5deab2e3af4b678f321a76260655 ### course number 681 ### subjects * CS\&D ### title SENIOR HONORS THESIS ### description Individual mentored study for seniors completing theses for Honors in the Major as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 3 ### credits max 3 ### credit offering ids * 1272:252:004028 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 2dd2fd0f4c0752771bce9f7df61edabc05f30552bcd7a63c64c50beabb047e1f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CS\&D 681 is a senior-level mentored study course for students completing theses for Honors in the Major. ### llm topics * Senior Honors Thesis ### llm skills * Independent research under faculty mentorship * Thesis writing and completion ### llm assumed background * Senior standing and completion of Honors in the Major thesis requirements ### llm search phrases * CS\&D 681 senior honors thesis * individual mentored study CS\&D * Honors in the Major thesis senior ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 1cdf7e5d202cadb746878ba89a6c6756924a79484ec240b603b7c4feea7def20 #### course id CS\&D 681 #### current instructors ```json [ { "instructor_uid": "instructor_d0a2d29d2f208b071f14d066", "message": "No course-specific reviews available", "name": "Audra Sterling Von Glahn", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_b6bd0644f4f583edabb53a80", "message": "No course-specific reviews available", "name": "Ben Parrell", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_fd1b036634fc5732b655c168", "message": "No course-specific reviews available", "name": "Carrie Niziolek", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2426802", "summary": [] }, { "instructor_uid": "instructor_95685c8ca25958dda607d0e5", "message": "No course-specific reviews available", "name": "Erik Jorgensen", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3061471", "summary": [] }, { "instructor_uid": "instructor_b9b89e828651c70241269192", "message": "No course-specific reviews available", "name": "Haley Dresang", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3097927", "summary": [] }, { "instructor_uid": "instructor_8fddde8250ad222849608be0", "message": "No course-specific reviews available", "name": "Haley Vlach", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1791940", "summary": [] }, { "instructor_uid": "instructor_831cc3b9569c15929487678f", "message": "No course-specific reviews available", "name": "Jenny Saffran", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:368067", "summary": [] }, { "instructor_uid": "instructor_2af94452eaf4a4f9733f3fea", "message": "No course-specific reviews available", "name": "Katie Hustad", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2023718", "summary": [] }, { "instructor_uid": "instructor_f317880f81c6b093905a7036", "message": "No course-specific reviews available", "name": "Kimberly Mueller", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_c5fa68dfce89efc38d62fd22", "message": "No course-specific reviews available", "name": "Margarita Kaushanskaya", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1094477", "summary": [] }, { "instructor_uid": "instructor_79c3d4534ea1d01dc4cd686d", "message": "No course-specific reviews available", "name": "Michelle Ciucci", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1701512", "summary": [] }, { "instructor_uid": "instructor_f268648a062dded1f33f2f55", "message": "No course-specific reviews available", "name": "Nadine Connor", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_41350ec9178f1f8981a2ad61", "message": "No course-specific reviews available", "name": "Nike Gnanateja Gurindapalli", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_2b72a9a491ca5266e745bb0b", "message": "No course-specific reviews available", "name": "Rebecca Alper", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_c12b61d9dfeea65f92321212", "message": "No course-specific reviews available", "name": "Ruth Litovsky", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:430786", "summary": [] }, { "instructor_uid": "instructor_638279c7ce059c02df68417d", "message": "No course-specific reviews available", "name": "Susan Ellis Weismer", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_bf92448d32a9aa2ff74edf9b", "message": "No course-specific reviews available", "name": "Susan Thibeault", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take None recorded. #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AUDRA STERLING VON GLAHN is recorded teaching in Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2019, Spring 2020, Fall 2021, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 60, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` CARRIE NIZIOLEK is recorded teaching in Spring 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` HALEY DRESANG is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` KATHERINE HUSTAD is recorded teaching in Fall 2009, Fall 2010, Fall 2012, Fall 2013, Fall 2016, Fall 2017, Fall 2019, Fall 2020, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` KIMBERLY MUELLER is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 17, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ] } ``` MARGARITA KAUSHANSKAYA is recorded teaching in Spring 2010, Fall 2010, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2021, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 24, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MICHELLE CIUCCI is recorded teaching in Fall 2011, Fall 2012, Fall 2016, Spring 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 50, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" } ] } ``` NADINE CONNOR is recorded teaching in Spring 2009, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` NIKE GNANATEJA GURINDAPALLI is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` REBECCA ALPER is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` RUTH LITOVSKY is recorded teaching in Fall 2010, Fall 2011, Fall 2012, Fall 2014, Fall 2016, Spring 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ] } ``` SUSAN ELLIS WEISMER is recorded teaching in Fall 2009, Fall 2010, Spring 2011, Fall 2011, Fall 2013, Fall 2014, Fall 2015, Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 40, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` SUSAN THIBEAULT is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "CS&D 681", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "source_record": { "entity_id": "bde4ccdc-4a2a-389a-8c7c-3b6b8d76a845", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_d0a2d29d2f208b071f14d066", "source": "enrollment", "source_instructor_id": "sterling2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Audra Sterling Von Glahn", "email": "ASTERLING@WAISMAN.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/AUDRA_STERLING_VON_GLAHN" }, { "instructor_uid": "instructor_b6bd0644f4f583edabb53a80", "source": "enrollment", "source_instructor_id": "bparrell", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ben Parrell", "email": "BPARRELL@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/BEN_PARRELL" }, { "instructor_uid": "instructor_fd1b036634fc5732b655c168", "source": "enrollment", "source_instructor_id": "cniziolek", "identity_basis": "netid", "identity_status": "source_identified", "name": "Carrie Niziolek", "email": "CNIZIOLEK@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/CARRIE_NIZIOLEK" }, { "instructor_uid": "instructor_95685c8ca25958dda607d0e5", "source": "enrollment", "source_instructor_id": "ejjorgensen3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Erik Jorgensen", "email": "EJJORGENSEN3@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": 4, "quality": 3.75, "difficulty": 4, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:3061471", "source_url": "https://www.ratemyprofessors.com/professor/3061471", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:27.725201+00:00", "courses": {}, "bayesian_quality": 3.6747381529554963, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ERIK_JORGENSEN" }, { "instructor_uid": "instructor_b9b89e828651c70241269192", "source": "enrollment", "source_instructor_id": "hdresang", "identity_basis": "netid", "identity_status": "source_identified", "name": "Haley Dresang", "email": "HDRESANG@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/HALEY_DRESANG" }, { "instructor_uid": "instructor_8fddde8250ad222849608be0", "source": "enrollment", "source_instructor_id": "hvlach", "identity_basis": "netid", "identity_status": "source_identified", "name": "Haley Vlach", "email": "HVLACH@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": 14, "quality": 4.71, "difficulty": 1.93, "quality_count": 14, "difficulty_count": 14, "profile_id": "rmp:1791940", "source_url": "https://www.ratemyprofessors.com/professor/1791940", "match_basis": "exact_name", "observed_at": "2026-09-07 16:37:26.491812+00:00", "courses": { "course_e3c5a82f9b05466d46b125b5": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_7cecde7d9bf45f25249b6c22": { "review_count": 6, "quality": 4.5, "difficulty": 2, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 4.092168107968585, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/HALEY_VLACH" }, { "instructor_uid": "instructor_831cc3b9569c15929487678f", "source": "enrollment", "source_instructor_id": "jsaffran", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jenny Saffran", "email": "JSAFFRAN@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": 30, "quality": 4.83, "difficulty": 2.73, "quality_count": 30, "difficulty_count": 30, "profile_id": "rmp:368067", "source_url": "https://www.ratemyprofessors.com/professor/368067", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:09.212726+00:00", "courses": { "course_a899f2064c95f886680fa00c": { "review_count": 10, "quality": 4.9, "difficulty": 2.6, "quality_count": 10, "difficulty_count": 10 }, "course_d8b642a78e9d4ea0e53c30ea": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.361874313418638, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JENNY_SAFFRAN" }, { "instructor_uid": "instructor_2af94452eaf4a4f9733f3fea", "source": "enrollment", "source_instructor_id": "kchustad", "identity_basis": "netid", "identity_status": "source_identified", "name": "Katie Hustad", "email": "KCHUSTAD@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": 4, "quality": 5, "difficulty": 1, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2023718", "source_url": "https://www.ratemyprofessors.com/professor/2023718", "match_basis": "exact_name", "observed_at": "2026-09-07 16:27:09.927530+00:00", "courses": {}, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KATIE_HUSTAD" }, { "instructor_uid": "instructor_f317880f81c6b093905a7036", "source": "enrollment", "source_instructor_id": "kdmueller", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kimberly Mueller", "email": "KDMUELLER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/KIMBERLY_MUELLER" }, { "instructor_uid": "instructor_c5fa68dfce89efc38d62fd22", "source": "enrollment", "source_instructor_id": "kaushanskaya", "identity_basis": "netid", "identity_status": "source_identified", "name": "Margarita Kaushanskaya", "email": "KAUSHANSKAYA@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": 31, "quality": 4.77, "difficulty": 1.81, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:1094477", "source_url": "https://www.ratemyprofessors.com/professor/1094477", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:08.276639+00:00", "courses": {}, "bayesian_quality": 4.334582660214351, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARGARITA_KAUSHANSKAYA" }, { "instructor_uid": "instructor_79c3d4534ea1d01dc4cd686d", "source": "enrollment", "source_instructor_id": "ciucci", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michelle Ciucci", "email": "CIUCCI@SURGERY.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": 31, "quality": 3.48, "difficulty": 3.71, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:1701512", "source_url": "https://www.ratemyprofessors.com/professor/1701512", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:12.918460+00:00", "courses": {}, "bayesian_quality": 3.5504650131555273, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MICHELLE_CIUCCI" }, { "instructor_uid": "instructor_f268648a062dded1f33f2f55", "source": "enrollment", "source_instructor_id": "npconnor", "identity_basis": "netid", "identity_status": "source_identified", "name": "Nadine Connor", "email": "NADINE.CONNOR@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/NADINE_CONNOR" }, { "instructor_uid": "instructor_41350ec9178f1f8981a2ad61", "source": "enrollment", "source_instructor_id": "gurindapalli", "identity_basis": "netid", "identity_status": "source_identified", "name": "Nike Gnanateja Gurindapalli", "email": "NIKEGNANATEJA.GURINDAPALLI@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/NIKE_GNANATEJA_GURINDAPALLI" }, { "instructor_uid": "instructor_2b72a9a491ca5266e745bb0b", "source": "enrollment", "source_instructor_id": "ralper2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rebecca Alper", "email": "REBECCA.ALPER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/REBECCA_ALPER" }, { "instructor_uid": "instructor_c12b61d9dfeea65f92321212", "source": "enrollment", "source_instructor_id": "rylitovsky", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ruth Litovsky", "email": "RUTH.LITOVSKY@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": 17, "quality": 4.24, "difficulty": 2.35, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:430786", "source_url": "https://www.ratemyprofessors.com/professor/430786", "match_basis": "exact_name", "observed_at": "2026-09-07 16:08:48.467097+00:00", "courses": {}, "bayesian_quality": 3.926316639754916, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/RUTH_LITOVSKY" }, { "instructor_uid": "instructor_638279c7ce059c02df68417d", "source": "enrollment", "source_instructor_id": "ellisweismer", "identity_basis": "netid", "identity_status": "source_identified", "name": "Susan Ellis Weismer", "email": "SUSAN.ELLISWEISMER@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SUSAN_ELLIS_WEISMER" }, { "instructor_uid": "instructor_bf92448d32a9aa2ff74edf9b", "source": "enrollment", "source_instructor_id": "slthibea", "identity_basis": "netid", "identity_status": "source_identified", "name": "Susan Thibeault", "email": "SUSAN.THIBEAULT@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SUSAN_THIBEAULT" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:252:004028", "course_id": "CS&D 681", "course_uid": "course_5e5301267908c76fb1a37754", "term_id": "1272", "source_course_id": "004028", "source_subject_id": "252", "title": "Senior Honors Thesis", "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:1272:15266", "term_id": "1272", "source_section_id": "15266", "identity_basis": "class_number", "section_number": "004", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:15287", "term_id": "1272", "source_section_id": "15287", "identity_basis": "class_number", "section_number": "013", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "enrolled": 0, "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:1272:15288", "term_id": "1272", "source_section_id": "15288", "identity_basis": "class_number", "section_number": "024", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 6, "enrolled": 2, "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:1272:15289", "term_id": "1272", "source_section_id": "15289", "identity_basis": "class_number", "section_number": "025", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 3, "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:1272:15290", "term_id": "1272", "source_section_id": "15290", "identity_basis": "class_number", "section_number": "040", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:15543", "term_id": "1272", "source_section_id": "15543", "identity_basis": "class_number", "section_number": "050", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 0, "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:1272:16165", "term_id": "1272", "source_section_id": "16165", "identity_basis": "class_number", "section_number": "001", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 1, "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:1272:16445", "term_id": "1272", "source_section_id": "16445", "identity_basis": "class_number", "section_number": "060", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 5, "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:1272:22975", "term_id": "1272", "source_section_id": "22975", "identity_basis": "class_number", "section_number": "022", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 2, "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:1272:28079", "term_id": "1272", "source_section_id": "28079", "identity_basis": "class_number", "section_number": "005", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:30006", "term_id": "1272", "source_section_id": "30006", "identity_basis": "class_number", "section_number": "010", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 0, "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:1272:30007", "term_id": "1272", "source_section_id": "30007", "identity_basis": "class_number", "section_number": "017", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 1, "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:1272:30509", "term_id": "1272", "source_section_id": "30509", "identity_basis": "class_number", "section_number": "002", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 1, "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:1272:33102", "term_id": "1272", "source_section_id": "33102", "identity_basis": "class_number", "section_number": "003", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 0, "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:1272:37070", "term_id": "1272", "source_section_id": "37070", "identity_basis": "class_number", "section_number": "011", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 2, "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:1272:37279", "term_id": "1272", "source_section_id": "37279", "identity_basis": "class_number", "section_number": "095", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 1, "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:1272:37489", "term_id": "1272", "source_section_id": "37489", "identity_basis": "class_number", "section_number": "091", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 1, "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_f986a36b09e5625fe3c001a3", "source": "madgrades", "source_instructor_id": "216255", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NADINE CONNOR", "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": 3.927, "graded": 316, "counts": [ 274, 38, 4, 0, 0, 0, 0 ], "sections": 101 }, "instructor_url": "/instructors/NADINE_CONNOR--instructor_f986a36b09e5625fe3c001a3" }, { "instructor_uid": "instructor_0362933eb3ec97208be697d1", "source": "madgrades", "source_instructor_id": "4110033", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAN EDWARDS", "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": 3, "quality": 3.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1937405", "source_url": "https://www.ratemyprofessors.com/professor/1937405", "match_basis": "exact_name", "observed_at": "2026-09-07 16:34:22.692391+00:00", "courses": {}, "bayesian_quality": 3.6610311161274747, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.755, "graded": 945, "counts": [ 658, 180, 60, 33, 10, 4, 0 ], "sections": 76 }, "instructor_url": "/instructors/JAN_EDWARDS" }, { "instructor_uid": "instructor_29231c590a4f84cc88ea3dc6", "source": "madgrades", "source_instructor_id": "4109651", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARGARITIS FOURAKIS", "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": 6, "quality": 2.67, "difficulty": 2.67, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:1851778", "source_url": "https://www.ratemyprofessors.com/professor/1851778", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:07.921492+00:00", "courses": {}, "bayesian_quality": 3.431296756574304, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.702, "graded": 2313, "counts": [ 1525, 480, 180, 62, 32, 24, 10 ], "sections": 66 }, "instructor_url": "/instructors/MARGARITIS_FOURAKIS" }, { "instructor_uid": "instructor_7394c7e1a9ba9547b27c22d3", "source": "madgrades", "source_instructor_id": "516666", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KATHERINE HUSTAD", "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": 3.795, "graded": 966, "counts": [ 703, 179, 56, 14, 10, 4, 0 ], "sections": 109 }, "instructor_url": "/instructors/KATHERINE_HUSTAD" }, { "instructor_uid": "instructor_991476d47296f2c7f7a75c49", "source": "madgrades", "source_instructor_id": "2600827", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUSAN ELLIS WEISMER", "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": 3.8, "graded": 238, "counts": [ 176, 35, 24, 0, 3, 0, 0 ], "sections": 91 }, "instructor_url": "/instructors/SUSAN_ELLIS_WEISMER--instructor_991476d47296f2c7f7a75c49" }, { "instructor_uid": "instructor_9b91390051f8b2eec740d8c2", "source": "madgrades", "source_instructor_id": "4197304", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JULIE A WASHINGTON", "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": 3.167, "graded": 354, "counts": [ 110, 61, 103, 27, 42, 7, 4 ], "sections": 13 }, "instructor_url": "/instructors/JULIE_A_WASHINGTON--instructor_9b91390051f8b2eec740d8c2" }, { "instructor_uid": "instructor_a58855e153f170c31e3bd9e9", "source": "madgrades", "source_instructor_id": "4397528", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARGARITA KAUSHANSKAYA", "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": 31, "quality": 4.77, "difficulty": 1.81, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:1094477", "source_url": "https://www.ratemyprofessors.com/professor/1094477", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:08.276639+00:00", "courses": {}, "bayesian_quality": 4.334582660214351, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.617, "graded": 3166, "counts": [ 2149, 305, 414, 86, 139, 53, 20 ], "sections": 161 }, "instructor_url": "/instructors/MARGARITA_KAUSHANSKAYA--instructor_a58855e153f170c31e3bd9e9" }, { "instructor_uid": "instructor_a3064eab81d44363f7bfe063", "source": "madgrades", "source_instructor_id": "3673945", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LYN TURKSTRA", "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": 4, "quality": 4.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:1674267", "source_url": "https://www.ratemyprofessors.com/professor/1674267", "match_basis": "exact_name", "observed_at": "2026-09-07 16:22:25.864523+00:00", "courses": {}, "bayesian_quality": 3.7580714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.8, "graded": 1047, "counts": [ 734, 229, 66, 14, 4, 0, 0 ], "sections": 102 }, "instructor_url": "/instructors/LYN_TURKSTRA--instructor_a3064eab81d44363f7bfe063" }, { "instructor_uid": "instructor_ff4ced1e190c7fb8e9580482", "source": "madgrades", "source_instructor_id": "3335664", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RUTH LITOVSKY", "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": 17, "quality": 4.24, "difficulty": 2.35, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:430786", "source_url": "https://www.ratemyprofessors.com/professor/430786", "match_basis": "exact_name", "observed_at": "2026-09-07 16:08:48.467097+00:00", "courses": {}, "bayesian_quality": 3.926316639754916, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.559, "graded": 1099, "counts": [ 710, 147, 100, 57, 48, 18, 19 ], "sections": 201 }, "instructor_url": "/instructors/RUTH_LITOVSKY--instructor_ff4ced1e190c7fb8e9580482" }, { "instructor_uid": "instructor_bcb251f91d040b37cdf5bf5c", "source": "madgrades", "source_instructor_id": "4397085", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHELLE CIUCCI", "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": 31, "quality": 3.48, "difficulty": 3.71, "quality_count": 31, "difficulty_count": 31, "profile_id": "rmp:1701512", "source_url": "https://www.ratemyprofessors.com/professor/1701512", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:12.918460+00:00", "courses": {}, "bayesian_quality": 3.5504650131555273, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.78, "graded": 1905, "counts": [ 1433, 278, 110, 42, 23, 14, 5 ], "sections": 134 }, "instructor_url": "/instructors/MICHELLE_CIUCCI--instructor_bcb251f91d040b37cdf5bf5c" }, { "instructor_uid": "instructor_24466f1ca23d427944cfc5ff", "source": "madgrades", "source_instructor_id": "2600724", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT LUTFI", "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": 59, "quality": 3.59, "difficulty": 2.36, "quality_count": 59, "difficulty_count": 59, "profile_id": "rmp:889700", "source_url": "https://www.ratemyprofessors.com/professor/889700", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:35.656091+00:00", "courses": {}, "bayesian_quality": 3.6076419705181255, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.511, "graded": 2177, "counts": [ 1218, 311, 412, 89, 98, 29, 20 ], "sections": 79 }, "instructor_url": "/instructors/ROBERT_LUTFI" }, { "instructor_uid": "instructor_132f237a3c280bb9852cf7fe", "source": "madgrades", "source_instructor_id": "139874", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUSAN THIBEAULT", "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": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 124 }, "instructor_url": "/instructors/SUSAN_THIBEAULT--instructor_132f237a3c280bb9852cf7fe" }, { "instructor_uid": "instructor_16af28341a20b89b9eaaf413", "source": "madgrades", "source_instructor_id": "4938710", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AUDRA STERLING VON GLAHN", "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", 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"identity_basis": "netid", "identity_status": "source_identified", "name": "Carrie Niziolek", "email": "CNIZIOLEK@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/CARRIE_NIZIOLEK" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 681", "course_uid": "course_5e5301267908c76fb1a37754", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Nadine Connor" ], "a": 0, "ab": 0, "b": 0, "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": 0, "source_aliases": [ "CS&D 681" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CS&D 681", "course_uid": 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[/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5e5301267908c76fb1a37754-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5e5301267908c76fb1a37754-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_5e5301267908c76fb1a37754-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_5e5301267908c76fb1a37754-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_5e5301267908c76fb1a37754-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_5e5301267908c76fb1a37754-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends None recorded. ## following None recorded.