# MARKETNG 990: Marketing Independent Research Phd Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MARKETNG_990) ## 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 8afda20f699ee64e265f2e61338c0d7efd04ee7d1764e3079bbdc6534c53b62c ### course id MARKETNG 990 ### course uid course\_a2d54855fcedee302da237b7 ### catalog version id d8e9f01f6b57ef4ee3aae5f96c7f918eddd3e0b34c4e43e598ca786bb275cb27 ### course number 990 ### subjects * MARKETNG ### title MARKETING INDEPENDENT RESEARCH PHD THESIS ### description Individual work to complete dissertation requirement of Ph.D. program. ### requirements text Consent of instructor ### credits min 1 ### credits max 12 ### credit offering ids * 1272:237:003191 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 8f86ec84d7098adaab5374e42cbc0f07c8bb370ffaea8efb66f9cb83368e50d8 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Individual work to complete dissertation requirement of Ph.D. program. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * PhD dissertation marketing * independent research thesis * MARKETING INDEPENDENT RESEARCH PHD THESIS ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash bda1a46ba54c8383c394148dd6514595740fc41272f4d8061cd7958f89a7fcbf #### course id MARKETNG 990 #### current instructors ```json [ { "instructor_uid": "instructor_d562e6f2f5f2321d76975318", "message": "No course-specific reviews available", "name": "Amber Epp", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1235893", "summary": [] }, { "instructor_uid": "instructor_c80fba374e52829076572daf", "message": "No course-specific reviews available", "name": "Craig Thompson", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:620235", "summary": [] }, { "instructor_uid": "instructor_f554a434c174bf49e29277cd", "message": "No course-specific reviews available", "name": "Evan Polman", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2446887", "summary": [] }, { "instructor_uid": "instructor_57fd0764a5fbd3dc93c09054", "message": "No course-specific reviews available", "name": "Joann Peck", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:997048", "summary": [] }, { "instructor_uid": "instructor_67715f43c0732f73040ecc47", "message": "No course-specific reviews available", "name": "Kevin Chung", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2127375", "summary": [] }, { "instructor_uid": "instructor_488c1ebe0a516c9ed60467e6", "message": "No course-specific reviews available", "name": "Neeraj Arora", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_b2223ef597f535a119edf1d5", "message": "No course-specific reviews available", "name": "Neil Morgan", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_4ac7c22ff6dbb0360ac1af2e", "message": "No course-specific reviews available", "name": "Page Moreau", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_1b2e8ed2fdc2c04938d4b88a", "message": "No course-specific reviews available", "name": "Qing Liu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2882262", "summary": [] }, { "instructor_uid": "instructor_23c6038066fa735a0f708f84", "message": "No course-specific reviews available", "name": "Tarun Kushwaha", "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 AMBER EPP is recorded teaching in Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2019, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ] } ``` EVAN POLMAN is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JOANN JATKOWSKI PECK is recorded teaching in Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": 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"20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 138, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` NEERAJ ARORA is recorded teaching in Spring 2007, Spring 2012, Fall 2012, Spring 2013, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 107, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` QING LIU is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MARKETNG 990", "run_id": "20260907T155543-ce3781c4", "section_number": 162, "source_course_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "source_record": { "entity_id": "d4c6124b-7225-3363-bc57-08efcc32548a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "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_d562e6f2f5f2321d76975318", "source": "enrollment", "source_instructor_id": "aepp", "identity_basis": "netid", "identity_status": "source_identified", "name": "Amber Epp", "email": "AMBER.EPP@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": 29, "quality": 3.9, "difficulty": 2.59, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:1235893", "source_url": "https://www.ratemyprofessors.com/professor/1235893", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:09.959469+00:00", "courses": {}, "bayesian_quality": 3.801912564712896, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AMBER_EPP" }, { "instructor_uid": "instructor_c80fba374e52829076572daf", "source": "enrollment", "source_instructor_id": "jcthomps", "identity_basis": "netid", "identity_status": "source_identified", "name": "Craig Thompson", "email": "CRAIG.THOMPSON@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": 13, "quality": 3.92, "difficulty": 2.92, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:620235", "source_url": "https://www.ratemyprofessors.com/professor/620235", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:37.754469+00:00", "courses": {}, "bayesian_quality": 3.762233808210058, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CRAIG_THOMPSON" }, { "instructor_uid": "instructor_f554a434c174bf49e29277cd", "source": "enrollment", "source_instructor_id": "polman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Evan Polman", "email": "EVAN.POLMAN@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": 8, "quality": 5, "difficulty": 2.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2446887", "source_url": "https://www.ratemyprofessors.com/professor/2446887", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:03.402130+00:00", "courses": {}, "bayesian_quality": 4.042632702533282, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/EVAN_POLMAN" }, { "instructor_uid": "instructor_57fd0764a5fbd3dc93c09054", "source": "enrollment", "source_instructor_id": "jjpeck", "identity_basis": "netid", "identity_status": "source_identified", "name": "Joann Peck", "email": "JOANN.PECK@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": 8, "quality": 4.38, "difficulty": 2.38, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:997048", "source_url": "https://www.ratemyprofessors.com/professor/997048", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:06.856273+00:00", "courses": { "course_969e3f1b5c6d33d8965c5c9b": { "review_count": 1, "quality": 5, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.865489845390425, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JOANN_PECK" }, { "instructor_uid": "instructor_67715f43c0732f73040ecc47", "source": "enrollment", "source_instructor_id": "ychung46", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kevin Chung", "email": "KEVIN.CHUNG@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": 16, "quality": 4.12, "difficulty": 2.25, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:2127375", "source_url": "https://www.ratemyprofessors.com/professor/2127375", "match_basis": "exact_name", "observed_at": "2026-09-07 16:24:42.322073+00:00", "courses": {}, "bayesian_quality": 3.864269879748109, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/KEVIN_CHUNG" }, { "instructor_uid": "instructor_488c1ebe0a516c9ed60467e6", "source": "enrollment", "source_instructor_id": "arora", "identity_basis": "netid", "identity_status": "source_identified", "name": "Neeraj Arora", "email": "NEERAJ.ARORA@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/NEERAJ_ARORA" }, { "instructor_uid": "instructor_b2223ef597f535a119edf1d5", "source": "enrollment", "source_instructor_id": "namorgan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Neil Morgan", "email": "NEIL.MORGAN@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/NEIL_MORGAN" }, { "instructor_uid": "instructor_4ac7c22ff6dbb0360ac1af2e", "source": "enrollment", "source_instructor_id": "moreau", "identity_basis": "netid", "identity_status": "source_identified", "name": "Page Moreau", "email": "PAGE.MOREAU@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/PAGE_MOREAU" }, { "instructor_uid": "instructor_1b2e8ed2fdc2c04938d4b88a", "source": "enrollment", "source_instructor_id": "qliu3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Qing Liu", "email": "QLIU@BUS.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/QING_LIU" }, { "instructor_uid": "instructor_23c6038066fa735a0f708f84", "source": "enrollment", "source_instructor_id": "tkushwaha2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tarun Kushwaha", "email": "TARUN.KUSHWAHA@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/TARUN_KUSHWAHA" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:237:003191", "course_id": "MARKETNG 990", "course_uid": "course_a2d54855fcedee302da237b7", "term_id": "1272", "source_course_id": "003191", "source_subject_id": "237", "title": "Marketing Independent Research PhD Thesis", "credits_min": 1, "credits_max": 12, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:10958", "term_id": "1272", "source_section_id": "10958", "identity_basis": "class_number", "section_number": "120", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "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:1272:10981", "term_id": "1272", "source_section_id": "10981", "identity_basis": "class_number", "section_number": "138", "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:1272:17689", "term_id": "1272", "source_section_id": "17689", "identity_basis": "class_number", "section_number": "006", "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:1272:18285", "term_id": "1272", "source_section_id": "18285", "identity_basis": "class_number", "section_number": "107", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "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:1272:18384", "term_id": "1272", "source_section_id": "18384", "identity_basis": "class_number", "section_number": "047", "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:1272:19924", "term_id": "1272", "source_section_id": "19924", "identity_basis": "class_number", "section_number": "031", "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:1272:21595", "term_id": "1272", "source_section_id": "21595", "identity_basis": "class_number", "section_number": "162", "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:1272:33801", "term_id": "1272", "source_section_id": "33801", "identity_basis": "class_number", "section_number": "029", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 4, "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:1272:38164", "term_id": "1272", "source_section_id": "38164", "identity_basis": "class_number", "section_number": "046", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "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:1272:38279", "term_id": "1272", "source_section_id": "38279", "identity_basis": "class_number", "section_number": "136", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "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_2cef544b4eba46e8d70314eb", "source": "madgrades", "source_instructor_id": "1511405", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KENNETH HENNING WATHNE", "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": 3.407, "graded": 81, "counts": [ 10, 46, 25, 0, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/KENNETH_HENNING_WATHNE" }, { "instructor_uid": "instructor_ff9cd0c65b10a17568c48508", "source": "madgrades", "source_instructor_id": "2601497", "identity_basis": "source_id", "identity_status": "source_identified", "name": "J THOMPSON", "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": 3.427, "graded": 1505, "counts": [ 604, 337, 390, 99, 70, 5, 0 ], "sections": 67 }, "instructor_url": "/instructors/J_THOMPSON--instructor_ff9cd0c65b10a17568c48508" }, { "instructor_uid": "instructor_112e3a54d90f201c0d47a375", "source": "madgrades", "source_instructor_id": "3039911", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NEERAJ ARORA", "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": 3.525, "graded": 785, "counts": [ 261, 323, 187, 11, 2, 0, 1 ], "sections": 87 }, "instructor_url": "/instructors/NEERAJ_ARORA--instructor_112e3a54d90f201c0d47a375" }, { "instructor_uid": "instructor_4220e310431e760022951e15", "source": "madgrades", "source_instructor_id": "126882", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ARIC RINDFLEISCH", "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": 84, "quality": 4.75, "difficulty": 2.39, "quality_count": 84, "difficulty_count": 84, "profile_id": "rmp:620233", "source_url": "https://www.ratemyprofessors.com/professor/620233", "match_basis": "exact_name", "observed_at": "2026-09-07 16:54:16.120494+00:00", "courses": {}, "bayesian_quality": 4.540324189143576, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.679, "graded": 291, "counts": [ 122, 153, 15, 0, 1, 0, 0 ], "sections": 29 }, "instructor_url": "/instructors/ARIC_RINDFLEISCH" }, { "instructor_uid": "instructor_a9a1c26d23677e25027cb640", "source": "madgrades", "source_instructor_id": "1070663", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAN HEIDE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.52, "graded": 2074, "counts": [ 628, 914, 519, 11, 2, 0, 0 ], "sections": 48 }, "instructor_url": "/instructors/JAN_HEIDE--instructor_a9a1c26d23677e25027cb640" }, { "instructor_uid": "instructor_68741c126b3c7fbeb29f38e8", "source": "madgrades", "source_instructor_id": "1639038", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAVID A. SCHWEIDEL", "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": 3.483, "graded": 790, "counts": [ 232, 324, 212, 19, 3, 0, 0 ], "sections": 26 }, "instructor_url": "/instructors/DAVID_A_SCHWEIDEL--instructor_68741c126b3c7fbeb29f38e8" }, { "instructor_uid": "instructor_cbdc70a1d64e494d9b7fe93b", "source": "madgrades", "source_instructor_id": "429932", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOANN JATKOWSKI PECK", "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": 3.604, "graded": 1121, "counts": [ 480, 438, 178, 15, 7, 2, 1 ], "sections": 79 }, "instructor_url": "/instructors/JOANN_JATKOWSKI_PECK" }, { "instructor_uid": "instructor_caeda1f81eb72b0f72a64039", "source": "madgrades", "source_instructor_id": "4461492", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBIN TANNER", "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": 3.5, "difficulty": 3, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:1825293", "source_url": "https://www.ratemyprofessors.com/professor/1825293", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:19.454778+00:00", "courses": {}, "bayesian_quality": 3.6330714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.526, "graded": 1188, "counts": [ 435, 422, 306, 20, 1, 2, 2 ], "sections": 51 }, "instructor_url": "/instructors/ROBIN_TANNER--instructor_caeda1f81eb72b0f72a64039" }, { "instructor_uid": "instructor_169ec7cc8ffc16329b4e85c0", "source": "madgrades", "source_instructor_id": "4183453", "identity_basis": "source_id", "identity_status": "source_identified", "name": 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"2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 29, "quality": 3.9, "difficulty": 2.59, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:1235893", "source_url": "https://www.ratemyprofessors.com/professor/1235893", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:09.959469+00:00", "courses": {}, "bayesian_quality": 3.801912564712896, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.448, "graded": 2015, "counts": [ 670, 705, 468, 121, 43, 7, 1 ], "sections": 65 }, "instructor_url": "/instructors/AMBER_EPP--instructor_92862bd3956b7d59bdd21f27" }, { "instructor_uid": "instructor_1359d85ed896abccb7d438cb", "source": "madgrades", "source_instructor_id": "5444261", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CATHERINE MOREAU", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": 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"courses": {}, "bayesian_quality": 3.801912564712896, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AMBER_EPP" }, { "instructor_uid": "instructor_f554a434c174bf49e29277cd", "source": "enrollment", "source_instructor_id": "polman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Evan Polman", "email": "EVAN.POLMAN@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": 8, "quality": 5, "difficulty": 2.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2446887", "source_url": "https://www.ratemyprofessors.com/professor/2446887", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:03.402130+00:00", "courses": {}, "bayesian_quality": 4.042632702533282, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/EVAN_POLMAN" } ] ``` ### grades ```json [ { "run_id": 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