# GENBUS 106: Foundational Skills for Business Analysis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/GENBUS_106) ## 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 2431cd0421b1addea3c6a3ccbd78cb37cebaa9b833c00f5344b133c2e665fc34 ### course id GENBUS 106 ### course uid course\_599573b4a6d58f11c011317a ### catalog version id d702620281abbfb082018782f2282b24c124d1335925fd7a24fc1a39113023c9 ### course number 106 ### subjects * GENBUS ### title FOUNDATIONAL SKILLS FOR BUSINESS ANALYSIS ### description Build fundamental skills and processes to develop a strong foundation in business analysis utilizing Excel. Learn the fundamentals of data construction, manipulation, summarization, analysis and presentation. ### requirements text None ### credits min 1 ### credits max 1 ### credit offering ids * 1272:231:026107 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 80aaf22db99e610ed74802038c097cfa4201623ade9967bd1b0221732d36d45e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary GENBUS 106 teaches foundational business analysis skills using Excel, covering data construction, manipulation, and presentation. ### llm topics * Data construction and manipulation * Data summarization and analysis * Data presentation ### llm skills * Business analysis using Excel * Data construction, manipulation, summarization, analysis, and presentation ### llm assumed background None recorded. ### llm search phrases * business analysis Excel * data construction manipulation * foundational business skills ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 556f811928f392890fb9bf0c4487b6e6c9f94df446510a8ad6d87f3bc8ec661e #### course id GENBUS 106 #### current instructors ```json [ { "instructor_uid": "instructor_6dd8f9da2479f38c271bd441", "message": null, "name": "Michael Hernke", "review_status": "supported", "rmp_instructor_id": "rmp:2096219", "summary": [ { "citations": [ { "instructor_name": "Michael Hernke", "review_date": "2021-12-21 18:57:52 +0000 UTC", "review_id": "62313f09e3038a389fadbce1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM1NjIxNTg1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2022-04-15 03:05:14 +0000 UTC", "review_id": "42d1aa1514a1b505ea84eb12", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM2MDgyODgx", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2023-05-15 01:19:30 +0000 UTC", "review_id": "361a91873ad81920bc8ac92a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM3OTIzMDA1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2025-12-26 10:40:01 +0000 UTC", "review_id": "52e107fdc42dc4e0b60db8e6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQyMzk5OTgx", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2026-08-11 16:05:49 +0000 UTC", "review_id": "30fad64e4b6e4bb7150afe4c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQzMzU5NjU3", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" } ], "text": "Michael Hernke is caring and accommodating, wanting students to succeed. He offers helpful office hours and allows resubmissions even past deadlines. Reviewers praise his supportive attitude and willingness to help those struggling with course material." }, { "citations": [ { "instructor_name": "Michael Hernke", "review_date": "2022-04-22 14:57:07 +0000 UTC", "review_id": "ffa97a012dd6e768d5cab125", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM2MTI5ODYy", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2023-05-15 01:19:30 +0000 UTC", "review_id": "361a91873ad81920bc8ac92a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM3OTIzMDA1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2026-04-16 18:13:30 +0000 UTC", "review_id": "f0fcdf2722bc5994ffd76d9b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQyODUzMTU5", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" } ], "text": "The online asynchronous class is straightforward. Hernke provides good feedback and knows his subject matter well. While physical interaction is limited, his digital presence is viewed positively by students engaging with the material." } ] }, { "instructor_uid": "instructor_528739c3193b123d19f64d6f", "message": "No course-specific reviews available", "name": "Shubhangi Anup Kumar Katariyar", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload The course is online, pass/fail, and considered very easy. Students report spending less than an hour per week, with success relying on watching Excel videos and completing quizzes. ```json { "citations": [ { "instructor_name": "Michael Hernke", "review_date": "2022-04-22 14:57:07 +0000 UTC", "review_id": "ffa97a012dd6e768d5cab125", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM2MTI5ODYy", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2023-05-15 01:19:30 +0000 UTC", "review_id": "361a91873ad81920bc8ac92a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM3OTIzMDA1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2024-12-05 17:41:19 +0000 UTC", "review_id": "941be40ac9301f6aec52c0ff", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQwMTE3ODM2", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2025-12-03 04:57:09 +0000 UTC", "review_id": "db394f949e7a29b58ead3015", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQyMDA3ODM4", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Michael Hernke is consistently described as caring, understanding, and dedicated to student success. Reviewers highlight his willingness to help and his supportive approach to learning. ```json { "citations": [ { "instructor_name": "Michael Hernke", "review_date": "2021-12-21 18:57:52 +0000 UTC", "review_id": "62313f09e3038a389fadbce1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM1NjIxNTg1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2022-04-15 03:05:14 +0000 UTC", "review_id": "42d1aa1514a1b505ea84eb12", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM2MDgyODgx", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2023-05-15 01:19:30 +0000 UTC", "review_id": "361a91873ad81920bc8ac92a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM3OTIzMDA1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2025-12-26 10:40:01 +0000 UTC", "review_id": "52e107fdc42dc4e0b60db8e6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQyMzk5OTgx", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2026-08-11 16:05:49 +0000 UTC", "review_id": "30fad64e4b6e4bb7150afe4c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQzMzU5NjU3", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" } ] } ``` #### student experience Students value the flexibility of the asynchronous format and the ability to resubmit assignments. Watching provided Excel videos is recommended over reading materials for mastering basic functions. ```json { "citations": [ { "instructor_name": "Michael Hernke", "review_date": "2022-04-22 14:57:07 +0000 UTC", "review_id": "ffa97a012dd6e768d5cab125", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM2MTI5ODYy", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2023-05-15 01:19:30 +0000 UTC", "review_id": "361a91873ad81920bc8ac92a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTM3OTIzMDA1", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2025-12-26 10:40:01 +0000 UTC", "review_id": "52e107fdc42dc4e0b60db8e6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQyMzk5OTgx", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" }, { "instructor_name": "Michael Hernke", "review_date": "2026-04-16 18:13:30 +0000 UTC", "review_id": "f0fcdf2722bc5994ffd76d9b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2096219", "source_review_id": "UmF0aW5nLTQyODUzMTU5", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MICHAEL HERNKE is recorded teaching in 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": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "GENBUS 106", "run_id": "20260907T155543-ce3781c4", "section_number": 100, "source_course_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "source_record": { "entity_id": "4b0d3cf6-69a9-3b4c-9c0e-bc494a581cff", "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": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_6dd8f9da2479f38c271bd441", "source": "enrollment", "source_instructor_id": "mthernke", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Hernke", "email": "MTHERNKE@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": 41, "quality": 4.44, "difficulty": 2.85, "quality_count": 41, "difficulty_count": 41, "profile_id": "rmp:2096219", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:14.027705+00:00", "courses": { "course_599573b4a6d58f11c011317a": { "review_count": 11, "quality": 5, "difficulty": 1.64, "quality_count": 11, "difficulty_count": 11 }, "course_412bfa78215919930228ef5e": { "review_count": 7, "quality": 4, "difficulty": 3.29, "quality_count": 7, "difficulty_count": 7 }, "course_fac873af7a82b0d986696ee9": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.184159273293966, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MICHAEL_HERNKE" }, { "instructor_uid": "instructor_528739c3193b123d19f64d6f", "source": "enrollment", "source_instructor_id": "katariyar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Shubhangi Anup Kumar Katariyar", "email": "KATARIYAR@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/SHUBHANGI_ANUP_KUMAR_KATARIYAR" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:231:026107", "course_id": "GENBUS 106", "course_uid": "course_599573b4a6d58f11c011317a", "term_id": "1272", "source_course_id": "026107", "source_subject_id": "231", "title": "Foundational Skills for Business Analysis", "credits_min": 1, "credits_max": 1, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:23045", "term_id": "1272", "source_section_id": "23045", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 841, "enrolled": 836, "waitlisted": 7, "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:1272:25948", "term_id": "1272", "source_section_id": "25948", "identity_basis": "class_number", "section_number": "100", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 50, "enrolled": 28, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-10-25 05:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:26394", "term_id": "1272", "source_section_id": "26394", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 30, "enrolled": 30, "waitlisted": 2, "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:1272:26395", "term_id": "1272", "source_section_id": "26395", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 380, "enrolled": 379, "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_7043f03d7df565cd180a7bf1", "source": "madgrades", "source_instructor_id": "570997", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL HERNKE", "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": 41, "quality": 4.44, "difficulty": 2.85, "quality_count": 41, "difficulty_count": 41, "profile_id": "rmp:2096219", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:14.027705+00:00", "courses": { "course_599573b4a6d58f11c011317a": { "review_count": 11, "quality": 5, "difficulty": 1.64, "quality_count": 11, "difficulty_count": 11 }, "course_412bfa78215919930228ef5e": { "review_count": 7, "quality": 4, "difficulty": 3.29, "quality_count": 7, "difficulty_count": 7 }, "course_fac873af7a82b0d986696ee9": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.184159273293966, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.214, "graded": 7663, "counts": [ 1755, 2566, 1649, 1038, 438, 207, 10 ], "sections": 123 }, "instructor_url": "/instructors/MICHAEL_HERNKE--instructor_7043f03d7df565cd180a7bf1" }, { "instructor_uid": "instructor_528739c3193b123d19f64d6f", "source": "enrollment", "source_instructor_id": "katariyar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Shubhangi Anup Kumar Katariyar", "email": "KATARIYAR@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/SHUBHANGI_ANUP_KUMAR_KATARIYAR" }, { "instructor_uid": "instructor_6dd8f9da2479f38c271bd441", "source": "enrollment", "source_instructor_id": "mthernke", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Hernke", "email": "MTHERNKE@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": 41, "quality": 4.44, "difficulty": 2.85, "quality_count": 41, "difficulty_count": 41, "profile_id": "rmp:2096219", "source_url": "https://www.ratemyprofessors.com/professor/2096219", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:14.027705+00:00", "courses": { "course_599573b4a6d58f11c011317a": { "review_count": 11, "quality": 5, "difficulty": 1.64, "quality_count": 11, "difficulty_count": 11 }, "course_412bfa78215919930228ef5e": { "review_count": 7, "quality": 4, "difficulty": 3.29, "quality_count": 7, "difficulty_count": 7 }, "course_fac873af7a82b0d986696ee9": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.184159273293966, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MICHAEL_HERNKE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GENBUS 106", "course_uid": "course_599573b4a6d58f11c011317a", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Michael Hernke" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 665, "no_credit": 8, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 674, "source_aliases": [ "GENBUS 106" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GENBUS 106", "course_uid": "course_599573b4a6d58f11c011317a", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Michael Hernke" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 840, "no_credit": 5, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 846, "source_aliases": [ "GENBUS 106" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GENBUS 106", "course_uid": "course_599573b4a6d58f11c011317a", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Michael Hernke" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 1226, "no_credit": 12, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 1240, "source_aliases": [ "GENBUS 106" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "GENBUS 106", "course_uid": "course_599573b4a6d58f11c011317a", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Michael Hernke" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 894, "no_credit": 4, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 2, "other": 0, "total": 901, "source_aliases": [ "GENBUS 106" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 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