# BSE 299: Independent Study | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BSE_299) ## 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 f4dbc211bacb18cd7ff93aea884a5ba2d93c4a15280d31f599fb42e21010fa32 ### course id BSE 299 ### course uid course\_17a09fc37c295a6fb0283a41 ### catalog version id 92594dd292ee8d1bf6357d5edaef019cb13c9e8683a8bde313d25ed69701cd80 ### course number 299 ### subjects * BSE ### title INDEPENDENT STUDY ### description Research work for students under direct guidance of a faculty member in an area of Biological Systems Engineering. Students are responsible for arranging the work and credits with the supervising instructor. ### requirements text Consent of instructor ### credits min 1 ### credits max 3 ### credit offering ids * 1272:112:000481 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id bec8bc623021617623bdc4f5b99510063c7b69408cea215655d1ff192ed3c430 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary BSE 299 is an independent study course allowing students to conduct research in Biological Systems Engineering under faculty supervision. ### llm topics * Biological Systems Engineering research topics ### llm skills * Conducting independent research under faculty guidance * Arranging independent study logistics and credit ### llm assumed background None recorded. ### llm search phrases * BSE independent study research * Biological Systems Engineering faculty mentorship * BSE 299 undergraduate research credits ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 25c67dcc8cc21b02e7b5841d308b8581abb67137297e97c5cd350b895711a04d #### course id BSE 299 #### current instructors ```json [ { "instructor_uid": "instructor_fd5ac2e0bd5bb200ef937afc", "message": "No course-specific reviews available", "name": "Anita Thompson", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2515947", "summary": [] }, { "instructor_uid": "instructor_7396bdbf1529816750c13888", "message": "No course-specific reviews available", "name": "Brian Luck", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_ac4a18f05fb0c0ecc930eb06", "message": "No course-specific reviews available", "name": "Christopher Choi", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2592505", "summary": [] }, { "instructor_uid": "instructor_c1d2db1361cb4ce256c8f95b", "message": "No course-specific reviews available", "name": "Krishnapuram Karthikeyan", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ], "text": "Recent recorded grades — Spring 2022: 3.50 GPA, 100.0% A/AB (n=1 letter grades)." } ] }, { "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd", "message": "No course-specific reviews available", "name": "Paul Stoy", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2682732", "summary": [] }, { "instructor_uid": "instructor_f56b36bda97f5de51ae84959", "message": "No course-specific reviews available", "name": "Troy Runge", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1986240", "summary": [] }, { "instructor_uid": "instructor_c993e676c2fa4bbe0ba9631e", "message": "No course-specific reviews available", "name": "Xuejun Pan", "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 Recent recorded grades — Spring 2022: 3.25 GPA, 50.0% A/AB (n=2 letter grades). ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BRIAN LUCK is recorded teaching in Spring 2016, Spring 2018, Fall 2021. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 35, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" } ] } ``` CHRISTOPHER CHOI is recorded teaching in Spring 2020, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 25, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` KRISHNAPURAM KARTHIKEYAN is recorded teaching in Fall 2019, Spring 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 36, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ] } ``` PAUL STOY is recorded teaching in Fall 2021, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 21, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 21, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` TROY RUNGE is recorded teaching in Spring 2016, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 33, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 33, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 33, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" } ] } ``` XUEJUN PAN is recorded teaching in Fall 2010, Fall 2014, Fall 2016, Spring 2019, Fall 2020, Fall 2021, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "BSE 299", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "source_record": { "entity_id": "00f48085-f085-3bb4-8b8f-303ec411c823", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "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_fd5ac2e0bd5bb200ef937afc", "source": "enrollment", "source_instructor_id": "amthompson2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Anita Thompson", "email": "AMTHOMPSON2@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": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2515947", "source_url": "https://www.ratemyprofessors.com/professor/2515947", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:02.608764+00:00", "courses": { "course_c34a5969a9274d7260732350": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_ea44c428c56b98f3ced1d8b7": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANITA_THOMPSON" }, { "instructor_uid": "instructor_7396bdbf1529816750c13888", "source": "enrollment", "source_instructor_id": "bluck", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brian Luck", "email": "BLUCK@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/BRIAN_LUCK" }, { "instructor_uid": "instructor_ac4a18f05fb0c0ecc930eb06", "source": "enrollment", "source_instructor_id": "cchoi22", "identity_basis": "netid", "identity_status": "source_identified", "name": "Christopher Choi", "email": "CCHOI22@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": 3.25, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2592505", "source_url": "https://www.ratemyprofessors.com/professor/2592505", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:24.268184+00:00", "courses": { "course_159c6ad76d7ffad6a2830fba": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 }, "course_7ce912989a41e6df793c30b1": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.591404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CHRISTOPHER_CHOI" }, { "instructor_uid": "instructor_c1d2db1361cb4ce256c8f95b", "source": "enrollment", "source_instructor_id": "kkarthikeyan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Krishnapuram Karthikeyan", "email": "KKARTHIKEYAN@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/KRISHNAPURAM_KARTHIKEYAN" }, { "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd", "source": "enrollment", "source_instructor_id": "pcstoy", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Stoy", "email": "PCSTOY@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": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2682732", "source_url": "https://www.ratemyprofessors.com/professor/2682732", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:20.342075+00:00", "courses": { "course_eed3c9f536e42df4ae917922": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_STOY" }, { "instructor_uid": "instructor_f56b36bda97f5de51ae84959", "source": "enrollment", "source_instructor_id": "trunge", "identity_basis": "netid", "identity_status": "source_identified", "name": "Troy Runge", "email": "TRUNGE@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": 3.88, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1986240", "source_url": "https://www.ratemyprofessors.com/professor/1986240", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:05.212331+00:00", "courses": { "course_0953f4d85f3f4545ed6a67cd": { "review_count": 8, "quality": 3.38, "difficulty": 3.12, "quality_count": 8, "difficulty_count": 8 }, "course_c3456a6976e4f7f36ddc6600": { "review_count": 9, "quality": 4.33, "difficulty": 2.78, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.7609112343495106, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/TROY_RUNGE" }, { "instructor_uid": "instructor_c993e676c2fa4bbe0ba9631e", "source": "enrollment", "source_instructor_id": "xpan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Xuejun Pan", "email": "XPAN@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/XUEJUN_PAN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:112:000481", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1272", "source_course_id": "000481", "source_subject_id": "112", "title": "Independent Study", "credits_min": 1, "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:1272:10291", "term_id": "1272", "source_section_id": "10291", "identity_basis": "class_number", "section_number": "010", "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:1272:10376", "term_id": "1272", "source_section_id": "10376", "identity_basis": "class_number", "section_number": "021", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:10400", "term_id": "1272", "source_section_id": "10400", "identity_basis": "class_number", "section_number": "009", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "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:1272:10618", "term_id": "1272", "source_section_id": "10618", "identity_basis": "class_number", "section_number": "030", "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:1272:10793", "term_id": "1272", "source_section_id": "10793", "identity_basis": "class_number", "section_number": "033", "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:1272:18245", "term_id": "1272", "source_section_id": "18245", "identity_basis": "class_number", "section_number": "035", "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:1272:19989", "term_id": "1272", "source_section_id": "19989", "identity_basis": "class_number", "section_number": "036", "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" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_6a14dfec0c0cceb5f4798acf", "source": "madgrades", "source_instructor_id": "693634", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID BOHNHOFF", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1969587", "source_url": "https://www.ratemyprofessors.com/professor/1969587", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:21.332124+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.339, "graded": 484, "counts": [ 203, 103, 89, 43, 26, 17, 3 ], "sections": 50 }, "instructor_url": "/instructors/DAVID_BOHNHOFF" }, { "instructor_uid": "instructor_69d494b00ae514154bd5becb", "source": "madgrades", "source_instructor_id": "635534", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOUGLAS REINEMANN", "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": 3.454, "graded": 1623, "counts": [ 722, 448, 273, 75, 59, 25, 21 ], "sections": 98 }, "instructor_url": "/instructors/DOUGLAS_REINEMANN" }, { "instructor_uid": "instructor_d295a2119b6e8a6ee56ad472", "source": "madgrades", "source_instructor_id": "4255998", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XUEJUN PAN", "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": 3.185, "graded": 612, "counts": [ 109, 175, 225, 56, 40, 6, 1 ], "sections": 98 }, "instructor_url": "/instructors/XUEJUN_PAN--instructor_d295a2119b6e8a6ee56ad472" }, { "instructor_uid": "instructor_5eeb349f59c0f7e636ab8cf0", "source": "madgrades", "source_instructor_id": "4537031", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN SHUTSKE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2682730", "source_url": "https://www.ratemyprofessors.com/professor/2682730", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:04.594491+00:00", "courses": { "course_981218410719d06feb28d412": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.802, "graded": 458, "counts": [ 357, 61, 24, 4, 7, 4, 1 ], "sections": 19 }, "instructor_url": "/instructors/JOHN_SHUTSKE--instructor_5eeb349f59c0f7e636ab8cf0" }, { "instructor_uid": "instructor_65739112297dbed3a29c50c3", "source": "madgrades", "source_instructor_id": "664097", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KEVIN SHINNERS", "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": 3.024, "graded": 711, "counts": [ 109, 100, 332, 90, 64, 15, 1 ], "sections": 97 }, "instructor_url": "/instructors/KEVIN_SHINNERS" }, { "instructor_uid": "instructor_1d75e13de4a945491b5471a4", "source": "madgrades", "source_instructor_id": "4616626", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TROY RUNGE", "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": 3.88, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1986240", "source_url": "https://www.ratemyprofessors.com/professor/1986240", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:05.212331+00:00", "courses": { "course_0953f4d85f3f4545ed6a67cd": { "review_count": 8, "quality": 3.38, "difficulty": 3.12, "quality_count": 8, "difficulty_count": 8 }, "course_c3456a6976e4f7f36ddc6600": { "review_count": 9, "quality": 4.33, "difficulty": 2.78, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.7609112343495106, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.218, "graded": 1881, "counts": [ 534, 397, 625, 112, 173, 26, 14 ], "sections": 96 }, "instructor_url": "/instructors/TROY_RUNGE--instructor_1d75e13de4a945491b5471a4" }, { "instructor_uid": "instructor_8e9e60adf912a9961fb25368", "source": "madgrades", "source_instructor_id": "5314458", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRIAN LUCK", "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": 4, "graded": 70, "counts": [ 70, 0, 0, 0, 0, 0, 0 ], "sections": 29 }, "instructor_url": "/instructors/BRIAN_LUCK--instructor_8e9e60adf912a9961fb25368" }, { "instructor_uid": "instructor_2e360dcae575148aa7164338", "source": "madgrades", "source_instructor_id": "2600316", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RICHARD HARTEL", "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": 3.027, "graded": 1738, "counts": [ 362, 243, 683, 120, 289, 35, 6 ], "sections": 174 }, "instructor_url": "/instructors/RICHARD_HARTEL--instructor_2e360dcae575148aa7164338" }, { "instructor_uid": "instructor_0302048966cc03f9f593b1d8", "source": "madgrades", "source_instructor_id": "2600979", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUNDARAM GUNASEKARAN", "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": 2, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1651529", "source_url": "https://www.ratemyprofessors.com/professor/1651529", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:24.430498+00:00", "courses": { "course_74b7ecb14d437e6f80d69bf2": { "review_count": 2, "quality": 2, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4432050291709526, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.952, "graded": 765, "counts": [ 217, 109, 150, 103, 127, 47, 12 ], "sections": 110 }, "instructor_url": "/instructors/SUNDARAM_GUNASEKARAN--instructor_0302048966cc03f9f593b1d8" }, { "instructor_uid": "instructor_9eac246948e0b3b01e768846", "source": "madgrades", "source_instructor_id": "925554", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEFFREY 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": 3.239, "graded": 111, "counts": [ 39, 32, 20, 7, 4, 6, 3 ], "sections": 6 }, "instructor_url": "/instructors/JEFFREY_NELSON--instructor_9eac246948e0b3b01e768846" }, { "instructor_uid": "instructor_a348bc77d8a98acb0390457f", "source": "madgrades", "source_instructor_id": "3200726", "identity_basis": "source_id", "identity_status": "source_identified", "name": "REBECCA LARSON", "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": 1.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2901713", "source_url": "https://www.ratemyprofessors.com/professor/2901713", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:23.603534+00:00", "courses": { "course_21f2f34ebd5e983f1bc038a1": { "review_count": 1, "quality": 3, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7580714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.677, "graded": 622, "counts": [ 424, 79, 67, 29, 19, 3, 1 ], "sections": 51 }, "instructor_url": "/instructors/REBECCA_LARSON--instructor_a348bc77d8a98acb0390457f" }, { "instructor_uid": "instructor_237b2d7cbc6b851ab0161072", "source": "madgrades", "source_instructor_id": "3213425", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISHNAPURAM KARTHIKEYAN", "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": 3.239, "graded": 1023, "counts": [ 310, 214, 267, 156, 59, 15, 2 ], "sections": 117 }, "instructor_url": "/instructors/KRISHNAPURAM_KARTHIKEYAN--instructor_237b2d7cbc6b851ab0161072" }, { "instructor_uid": "instructor_09c02e3b3617d5f14c8e4267", "source": "madgrades", "source_instructor_id": "5123692", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER CHOI", "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": 3.25, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2592505", "source_url": "https://www.ratemyprofessors.com/professor/2592505", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:24.268184+00:00", "courses": { "course_159c6ad76d7ffad6a2830fba": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 }, "course_7ce912989a41e6df793c30b1": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.591404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.217, "graded": 703, "counts": [ 202, 185, 165, 76, 50, 21, 4 ], "sections": 71 }, "instructor_url": "/instructors/CHRISTOPHER_CHOI--instructor_09c02e3b3617d5f14c8e4267" }, { "instructor_uid": "instructor_b4979aaefc48a814a945967a", "source": "madgrades", "source_instructor_id": "5205344", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JESSICA DREWRY", "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": 11, "quality": 1.82, "difficulty": 3.55, "quality_count": 11, "difficulty_count": 11, "profile_id": "rmp:2463846", "source_url": "https://www.ratemyprofessors.com/professor/2463846", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:51.812905+00:00", "courses": { "course_f868e1163e5a15efc1f4735c": { "review_count": 2, "quality": 1, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_7ce912989a41e6df793c30b1": { "review_count": 2, "quality": 1, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_eed3c9f536e42df4ae917922": { "review_count": 3, "quality": 3, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 }, "course_c3456a6976e4f7f36ddc6600": { "review_count": 4, "quality": 1.75, "difficulty": 4.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.0068940539010294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.14, "graded": 505, "counts": [ 132, 121, 144, 44, 34, 24, 6 ], "sections": 12 }, "instructor_url": "/instructors/JESSICA_DREWRY--instructor_b4979aaefc48a814a945967a" }, { "instructor_uid": "instructor_325e4743fce02e5c4e341049", "source": "madgrades", "source_instructor_id": "800668", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL STOY", "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": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2682732", "source_url": "https://www.ratemyprofessors.com/professor/2682732", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:20.342075+00:00", "courses": { "course_eed3c9f536e42df4ae917922": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.633, "graded": 452, "counts": [ 282, 89, 44, 21, 8, 2, 6 ], "sections": 42 }, "instructor_url": "/instructors/PAUL_STOY--instructor_325e4743fce02e5c4e341049" }, { "instructor_uid": "instructor_7d919ec58afcee478bf9994e", "source": "madgrades", "source_instructor_id": "3652875", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KODY HABECK", "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": 71, "quality": 1.39, "difficulty": 3.65, "quality_count": 71, "difficulty_count": 71, "profile_id": "rmp:2620280", "source_url": "https://www.ratemyprofessors.com/professor/2620280", "match_basis": "exact_name", "observed_at": "2026-09-07 16:25:39.985079+00:00", "courses": { "course_f868e1163e5a15efc1f4735c": { "review_count": 42, "quality": 1.4, "difficulty": 4.36, "quality_count": 42, "difficulty_count": 42 }, "course_90ac0a97b11ba0b4dfe59df2": { "review_count": 27, "quality": 1.41, "difficulty": 2.74, "quality_count": 27, "difficulty_count": 27 } }, "bayesian_quality": 1.888832040339911, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.749, "graded": 387, "counts": [ 249, 104, 26, 4, 1, 1, 2 ], "sections": 13 }, "instructor_url": "/instructors/KODY_HABECK--instructor_7d919ec58afcee478bf9994e" }, { "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd", "source": "enrollment", "source_instructor_id": "pcstoy", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Stoy", "email": "PCSTOY@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": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2682732", "source_url": "https://www.ratemyprofessors.com/professor/2682732", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:20.342075+00:00", "courses": { "course_eed3c9f536e42df4ae917922": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_STOY" }, { "instructor_uid": "instructor_7396bdbf1529816750c13888", "source": "enrollment", "source_instructor_id": "bluck", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brian Luck", "email": "BLUCK@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/BRIAN_LUCK" }, { "instructor_uid": "instructor_ac4a18f05fb0c0ecc930eb06", "source": "enrollment", "source_instructor_id": "cchoi22", "identity_basis": "netid", "identity_status": "source_identified", "name": "Christopher Choi", "email": "CCHOI22@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": 3.25, "difficulty": 3.5, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2592505", "source_url": "https://www.ratemyprofessors.com/professor/2592505", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:24.268184+00:00", "courses": { "course_159c6ad76d7ffad6a2830fba": { "review_count": 3, "quality": 4, "difficulty": 3, "quality_count": 3, "difficulty_count": 3 }, "course_7ce912989a41e6df793c30b1": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.591404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CHRISTOPHER_CHOI" }, { "instructor_uid": "instructor_c1d2db1361cb4ce256c8f95b", "source": "enrollment", "source_instructor_id": "kkarthikeyan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Krishnapuram Karthikeyan", "email": "KKARTHIKEYAN@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/KRISHNAPURAM_KARTHIKEYAN" }, { "instructor_uid": "instructor_c993e676c2fa4bbe0ba9631e", "source": "enrollment", "source_instructor_id": "xpan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Xuejun Pan", "email": "XPAN@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/XUEJUN_PAN" }, { "instructor_uid": "instructor_f56b36bda97f5de51ae84959", "source": "enrollment", "source_instructor_id": "trunge", "identity_basis": "netid", "identity_status": "source_identified", "name": "Troy Runge", "email": "TRUNGE@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": 3.88, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1986240", "source_url": "https://www.ratemyprofessors.com/professor/1986240", "match_basis": "exact_name", "observed_at": "2026-09-07 16:01:05.212331+00:00", "courses": { "course_0953f4d85f3f4545ed6a67cd": { "review_count": 8, "quality": 3.38, "difficulty": 3.12, "quality_count": 8, "difficulty_count": 8 }, "course_c3456a6976e4f7f36ddc6600": { "review_count": 9, "quality": 4.33, "difficulty": 2.78, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.7609112343495106, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/TROY_RUNGE" }, { "instructor_uid": "instructor_fd5ac2e0bd5bb200ef937afc", "source": "enrollment", "source_instructor_id": "amthompson2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Anita Thompson", "email": "AMTHOMPSON2@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": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2515947", "source_url": "https://www.ratemyprofessors.com/professor/2515947", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:02.608764+00:00", "courses": { "course_c34a5969a9274d7260732350": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_ea44c428c56b98f3ced1d8b7": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANITA_THOMPSON" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "DAVID BOHNHOFF" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "DOUGLAS REINEMANN" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "Xuejun Pan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "John Shutske" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "KEVIN SHINNERS" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Xuejun Pan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Brian Luck", "Troy Runge" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Richard Hartel", "Xuejun Pan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Jeff Nelson", "Richard Hartel", "Sundaram Gunasekaran" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Brian Luck" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "KEVIN SHINNERS", "Rebecca Larson", "Troy Runge" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Xuejun Pan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Krishnapuram Karthikeyan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Christopher Choi", "JESSICA DREWRY", "Troy Runge" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Christopher Choi", "Xuejun Pan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Brian Luck", "Paul Stoy", "Xuejun Pan" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "JESSICA DREWRY", "Krishnapuram Karthikeyan" ], "a": 0, "ab": 1, "b": 1, "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": 2, "source_aliases": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Sundaram Gunasekaran" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Paul Stoy" ], "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": [ "BSE 299" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 299", "course_uid": "course_17a09fc37c295a6fb0283a41", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Kody Habeck", "Xuejun Pan" ], "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": [ "BSE 299" ] } ] ``` ### statistics #### gpa 3.25 #### graded 2 #### counts * 0 * 1 * 1 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_17a09fc37c295a6fb0283a41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_17a09fc37c295a6fb0283a41-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_17a09fc37c295a6fb0283a41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_17a09fc37c295a6fb0283a41-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_17a09fc37c295a6fb0283a41-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_17a09fc37c295a6fb0283a41-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends ```json [ { "uid": "instructor_237b2d7cbc6b851ab0161072", "name": "KRISHNAPURAM KARTHIKEYAN", "count": 1, "terms": [ { "term": "1224", "count": 1, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_b4979aaefc48a814a945967a", "name": "JESSICA DREWRY", "count": 1, "terms": [ { "term": "1224", "count": 1, "sections": 1, "gpa": 3 } ] } ] ``` ## following None recorded.