{"schema_version":1,"url":"https://uwcourses.com/search?instructor=instructor_6d8ed43593a4bb5cb78abdf1","title":"Explore UW–Madison Courses, Grades & Prerequisites | UW Courses","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":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":"2026-09-10T20:15:32.557874+00:00"},"data":{"results":{"items":[{"course_uid":"course_e104fb600738e5af6d58c4dd","course_id":"ECON 310","title":"STATISTICS: MEASUREMENT IN ECONOMICS","credits_min":4,"credits_max":4,"gpa":3.028,"badges":[{"id":"grade-outcomes","label":"Lower grades","tone":"negative","evidence":"Spring 2026 · latest released grades before Fall 2026: 3.10 GPA across 320 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.","sources":[{"label":"Grade history and sources","href":"/courses/ECON_310#grades"}]},{"id":"lecture-size","label":"Large lectures","tone":"neutral","evidence":"Fall 2026: median 184.5 enrolled students across 2 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/ECON_310#schedule"}]}],"description":"ECON 310 introduces the analysis of economic data using descriptive statistics and statistical inference techniques like hypothesis testing and estimation.","discovery":{"term":"1272","offered":true,"history":{"counts":[825,593,662,497,436,64,37],"count":3114,"gpa":3.0635838150289016,"topShare":45.536287732819524,"firstTerm":"1224","lastTerm":"1264"},"instructors":[{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_37b4f83e228e58534f4227a9","name":"Gregory Pac","quality":3.7688106965116415,"quality_count":103,"instructor_url":"/instructors/GREGORY_PAC"},{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_6d8ed43593a4bb5cb78abdf1","name":"David Hansen","quality":2.9691797383971172,"quality_count":73,"instructor_url":"/instructors/DAVID_HANSEN"},{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_ad36e9b5df36643d087b8b7c","name":"Chia-Min Wei","quality":null,"quality_count":null,"instructor_url":"/instructors/CHIA-MIN_WEI"},{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_fffab93934455ed3254e9c75","name":"Haruo Kakehi","quality":null,"quality_count":null,"instructor_url":"/instructors/HARUO_KAKEHI"},{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_9cb686196c315e4ef653183f","name":"Jiaoyang Li","quality":null,"quality_count":null,"instructor_url":"/instructors/JIAOYANG_LI"},{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_ed35f8729170dc117aae327a","name":"Jingrong Chen","quality":null,"quality_count":null,"instructor_url":"/instructors/JINGRONG_CHEN"},{"course_uid":"course_e104fb600738e5af6d58c4dd","uid":"instructor_c10031f1648aa446f90b63b1","name":"Kai Gao","quality":null,"quality_count":null,"instructor_url":"/instructors/KAI_GAO"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"David Hansen","review_date":"2015-05-13 23:20:32 +0000 UTC","review_id":"0db12137f3761f21fe53497d","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1904025","source_review_id":"UmF0aW5nLTI0ODI1Njg5","source_url":"https://www.ratemyprofessors.com/professor/1904025","type":"review"},{"instructor_name":"David Hansen","review_date":"2016-05-05 14:42:33 +0000 UTC","review_id":"cb25f6d7d74d3b394081a255","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1904025","source_review_id":"UmF0aW5nLTI2NDc4Njg5","source_url":"https://www.ratemyprofessors.com/professor/1904025","type":"review"},{"instructor_name":"David Hansen","review_date":"2018-09-09 18:55:10 +0000 UTC","review_id":"0ca0d2e5375b68852df5a64e","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1904025","source_review_id":"UmF0aW5nLTMwNDkwODY5","source_url":"https://www.ratemyprofessors.com/professor/1904025","type":"review"},{"instructor_name":"David Hansen","review_date":"2022-12-22 19:37:35 +0000 UTC","review_id":"1f28ff2939df6822c29ce780","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1904025","source_review_id":"UmF0aW5nLTM3MjI2MTE0","source_url":"https://www.ratemyprofessors.com/professor/1904025","type":"review"},{"instructor_name":"David Hansen","review_date":"2026-05-10 23:24:57 +0000 UTC","review_id":"a437e8f7357174cd04d1372c","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1904025","source_review_id":"UmF0aW5nLTQzMDg3NTc4","source_url":"https://www.ratemyprofessors.com/professor/1904025","type":"review"}],"text":"The course is described as hard, with difficult midterms and finals. Workload includes weekly homework via MindTap or Aplia, which some find time-consuming. One review notes that exams can be harder than practice problems."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e104fb600738e5af6d58c4dd-0.json"]}},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","course_id":"ECON 699","title":"DIRECTED STUDY","credits_min":1,"credits_max":4,"gpa":4,"badges":[{"id":"rated-teacher","label":"Highly rated instructor","tone":"positive","evidence":"Fall 2026: Ananth Seshadri (4.15/5 adjusted; 56 ratings); Lorenzo Magnolfi (4.14/5 adjusted; 24 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.","sources":[{"label":"Ananth Seshadri","href":"/instructors/ANANTH_SESHADRI"},{"label":"Lorenzo Magnolfi","href":"/instructors/LORENZO_MAGNOLFI"}]}],"description":"ECON 699 is a directed study allowing advanced undergraduates to arrange independent research or topic study with a faculty member.","discovery":{"term":"1272","offered":true,"history":{"counts":[40,0,0,0,0,0,0],"count":40,"gpa":4,"topShare":100,"firstTerm":"1224","lastTerm":"1252"},"instructors":[{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_925fa35bbe87d3855a77c3f8","name":"Ananth Seshadri","quality":4.146233100933315,"quality_count":56,"instructor_url":"/instructors/ANANTH_SESHADRI"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_5322cbf347e4acba97f415e0","name":"Lorenzo Magnolfi","quality":4.139857174339362,"quality_count":24,"instructor_url":"/instructors/LORENZO_MAGNOLFI"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_bf096a8e32e79a45518b73fc","name":"Corina Mommaerts","quality":3.8830714862888294,"quality_count":4,"instructor_url":"/instructors/CORINA_MOMMAERTS"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_bd76fb3f0f09b6922a2a3522","name":"Kim Ruhl","quality":3.839790522364397,"quality_count":10,"instructor_url":"/instructors/KIM_RUHL"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_4c21a7647e1bffa3c62331a2","name":"Ashley Swanson","quality":3.7360779850423596,"quality_count":2,"instructor_url":"/instructors/ASHLEY_SWANSON"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_94ee3bacfc43d5f6b7074d44","name":"Jesse Gregory","quality":3.6620659873435346,"quality_count":6,"instructor_url":"/instructors/JESSE_GREGORY"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_c1cbfe2f710667db9bd69700","name":"Raymond Deneckere","quality":3.2489380315270173,"quality_count":33,"instructor_url":"/instructors/RAYMOND_DENECKERE"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_207700240385a4e95eafd5b3","name":"Kenneth West","quality":3.1336850172033826,"quality_count":19,"instructor_url":"/instructors/KENNETH_WEST"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_8f133778fdc6803a450a2ef3","name":"Simeon Alder","quality":3.060285730975083,"quality_count":63,"instructor_url":"/instructors/SIMEON_ALDER"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_6d8ed43593a4bb5cb78abdf1","name":"David Hansen","quality":2.9691797383971172,"quality_count":73,"instructor_url":"/instructors/DAVID_HANSEN"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_5499e414f9c4fcc96e4c9dc3","name":"Dan Quint","quality":null,"quality_count":null,"instructor_url":"/instructors/DAN_QUINT"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_3af1bbd2c60b71428d692b33","name":"Lydia Cox","quality":null,"quality_count":null,"instructor_url":"/instructors/LYDIA_COX"},{"course_uid":"course_db8e8fb9ddfebf0e0789b275","uid":"instructor_95c0de259d12278fdc224093","name":"Miguel Acosta","quality":null,"quality_count":null,"instructor_url":"/instructors/MIGUEL_ACOSTA"}],"instructorHistory":null,"courseComparison":null,"claim":null,"reviewFiles":[]}},{"course_uid":"course_10ec8d2be1b1642752c20ec2","course_id":"ECON 700","title":"MATHEMATICS FOR ECONOMISTS","credits_min":3,"credits_max":3,"gpa":3.613,"badges":[{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 22 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/ECON_700#schedule"}]}],"description":"ECON 700 teaches mathematical techniques for Master-level economics analysis, including proof, optimization, topology, and functional analysis.","discovery":{"term":"1272","offered":true,"history":{"counts":[125,100,57,1,0,0,0],"count":283,"gpa":3.61660777385159,"topShare":79.50530035335689,"firstTerm":"1232","lastTerm":"1262"},"instructors":[{"course_uid":"course_10ec8d2be1b1642752c20ec2","uid":"instructor_6d8ed43593a4bb5cb78abdf1","name":"David Hansen","quality":2.9691797383971172,"quality_count":73,"instructor_url":"/instructors/DAVID_HANSEN"},{"course_uid":"course_10ec8d2be1b1642752c20ec2","uid":"instructor_2f0a40774f42a5546664f146","name":"Tianyi Xie","quality":null,"quality_count":null,"instructor_url":"/instructors/TIANYI_XIE"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"David Hansen","review_date":"2019-10-01 19:29:38 +0000 UTC","review_id":"dbb833b04acbbf78cf0ca61a","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1904025","source_review_id":"UmF0aW5nLTMyMjU2NzE2","source_url":"https://www.ratemyprofessors.com/professor/1904025","type":"review"}],"text":"The course is rated as very difficult by the reviewer."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_10ec8d2be1b1642752c20ec2-0.json"]}}],"total":3,"page":1,"kind":"course","q":"","term":"1272","availability":"offered","filters":{"instructor":"instructor_6d8ed43593a4bb5cb78abdf1"}},"discoveryFiltered":true}}