{"schema_version":1,"url":"https://uwcourses.com/instructors/PANDUAN_AN--instructor_47603ce43b4df7855b782a91","title":"PANDUAN AN — Courses & Reviews | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"85abe9ff8837c2c5a134368dcc4cfc85eb723524b21ddeb3d2e953887d2f0c8f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-11T07:45:51.576183+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":null,"site_commit":null},"data":{"instructor":{"instructor_uid":"instructor_47603ce43b4df7855b782a91","source":"madgrades","source_instructor_id":"6243365","identity_basis":"source_id","identity_status":"source_identified","name":"PANDUAN AN","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":73,"quality":1.78,"difficulty":3.68,"quality_count":73,"difficulty_count":73,"profile_id":"rmp:2546332","source_url":"https://www.ratemyprofessors.com/professor/2546332","match_basis":"exact_name","observed_at":"2026-09-07 16:13:07.975993+00:00","courses":{"course_2a00c702ff402614a950606e":{"review_count":40,"quality":1.82,"difficulty":3.67,"quality_count":40,"difficulty_count":40},"course_f01b96472a8cdb3029148ea7":{"review_count":15,"quality":1.4,"difficulty":4.13,"quality_count":15,"difficulty_count":15},"course_e593b86c370a0c671af794df":{"review_count":4,"quality":2,"difficulty":3.75,"quality_count":4,"difficulty_count":4},"course_1b76508145789f8fbc49d1fa":{"review_count":13,"quality":2.08,"difficulty":3.15,"quality_count":13,"difficulty_count":13}},"bayesian_quality":2.1842335018379773,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.243,"graded":1554,"counts":[570,329,317,138,125,62,13],"sections":37},"current":false,"courses":[],"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","instructor_url":"/instructors/PANDUAN_AN--instructor_47603ce43b4df7855b782a91"},"history":[{"term":"1264","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1264","course_uid":"course_6aad5ab0349d79e4904f2259","course_id":"STAT 612","title":"STATISTICAL INFERENCE FOR DATA SCIENCE"},{"term":"1262","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1262","course_uid":"course_f01b96472a8cdb3029148ea7","course_id":"STAT 349","title":"INTRODUCTION TO TIME SERIES"},{"term":"1262","course_uid":"course_c12730b42971bfae90899021","course_id":"STAT 609","title":"MATHEMATICAL STATISTICS I"},{"term":"1254","course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II"},{"term":"1254","course_uid":"course_2c47f118c8b20b84e9ca9d5d","course_id":"STAT 610","title":"INTRODUCTION TO STATISTICAL INFERENCE"},{"term":"1254","course_uid":"course_6aad5ab0349d79e4904f2259","course_id":"STAT 612","title":"STATISTICAL INFERENCE FOR DATA SCIENCE"},{"term":"1252","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1252","course_uid":"course_f01b96472a8cdb3029148ea7","course_id":"STAT 349","title":"INTRODUCTION TO TIME SERIES"},{"term":"1252","course_uid":"course_c12730b42971bfae90899021","course_id":"STAT 609","title":"MATHEMATICAL STATISTICS I"},{"term":"1244","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1244","course_uid":"course_2c47f118c8b20b84e9ca9d5d","course_id":"STAT 610","title":"INTRODUCTION TO STATISTICAL INFERENCE"},{"term":"1244","course_uid":"course_6aad5ab0349d79e4904f2259","course_id":"STAT 612","title":"STATISTICAL INFERENCE FOR DATA SCIENCE"},{"term":"1242","course_uid":"course_1b76508145789f8fbc49d1fa","course_id":"STAT 311","title":"INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I"},{"term":"1242","course_uid":"course_f01b96472a8cdb3029148ea7","course_id":"STAT 349","title":"INTRODUCTION TO TIME SERIES"},{"term":"1234","course_uid":"course_2c47f118c8b20b84e9ca9d5d","course_id":"STAT 610","title":"INTRODUCTION TO STATISTICAL INFERENCE"},{"term":"1232","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1232","course_uid":"course_f01b96472a8cdb3029148ea7","course_id":"STAT 349","title":"INTRODUCTION TO TIME SERIES"},{"term":"1224","course_uid":"course_1b76508145789f8fbc49d1fa","course_id":"STAT 311","title":"INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I"},{"term":"1224","course_uid":"course_2c47f118c8b20b84e9ca9d5d","course_id":"STAT 610","title":"INTRODUCTION TO STATISTICAL INFERENCE"},{"term":"1222","course_uid":"course_1b76508145789f8fbc49d1fa","course_id":"STAT 311","title":"INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I"},{"term":"1222","course_uid":"course_c12730b42971bfae90899021","course_id":"STAT 609","title":"MATHEMATICAL STATISTICS I"},{"term":"1212","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1204","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"},{"term":"1204","course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II"},{"term":"1202","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I"}],"timeline":[{"term":"1202","courses":1},{"term":"1204","courses":2},{"term":"1212","courses":1},{"term":"1222","courses":2},{"term":"1224","courses":2},{"term":"1232","courses":2},{"term":"1234","courses":1},{"term":"1242","courses":2},{"term":"1244","courses":3},{"term":"1252","courses":3},{"term":"1254","courses":3},{"term":"1262","courses":3},{"term":"1264","courses":2}],"term":"1272","courses":[],"reviews":{"items":[{"observed_at":"2026-09-07 16:13:07.975993+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQzMzgxODQ3","source_instructor_id":"rmp:2546332","instructor_name":"Panduan An","course_label":"STAT309","course_id":"MATH/STAT 309","course_uid":"course_2a00c702ff402614a950606e","review_date":"2026-08-22 16:55:31 +0000 UTC","comment":"Thinking about this class semesters after taking it. If you're signed up for the fall, I am warning you, drop! It's boring, unclear, and exhausting. Please drop. You will be frustrated more than you can imagine. ","source_url":"https://www.ratemyprofessors.com/professor/2546332","quality_rating":1,"difficulty_rating":4},{"observed_at":"2026-09-07 16:13:07.975993+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQzMjY3MjEx","source_instructor_id":"rmp:2546332","instructor_name":"Panduan An","course_label":"STAT309","course_id":"MATH/STAT 309","course_uid":"course_2a00c702ff402614a950606e","review_date":"2026-06-23 15:05:20 +0000 UTC","comment":"Honestly wasn't as bad as these ratings make her seem. Lectures were very structured and helpful in my opinion. Practice exams were given and made studying extremely easier. She also provided many extra credit opportunities just for showing up to lecture. ","source_url":"https://www.ratemyprofessors.com/professor/2546332","quality_rating":3,"difficulty_rating":3},{"observed_at":"2026-09-07 16:13:07.975993+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNDM3NTkz","source_instructor_id":"rmp:2546332","instructor_name":"Panduan An","course_label":"STAT349","course_id":"STAT 349","course_uid":"course_f01b96472a8cdb3029148ea7","review_date":"2026-01-05 05:34:23 +0000 UTC","comment":"Incredibly difficult to follow understand her lectures. I came out of this class learning nothing.","source_url":"https://www.ratemyprofessors.com/professor/2546332","quality_rating":1,"difficulty_rating":4},{"observed_at":"2026-09-07 16:13:07.975993+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNDM0Mzc4","source_instructor_id":"rmp:2546332","instructor_name":"Panduan An","course_label":"STAT309","course_id":"MATH/STAT 309","course_uid":"course_2a00c702ff402614a950606e","review_date":"2026-01-04 16:42:06 +0000 UTC","comment":"It is frustrating that we don't get reasoning behind quiz and exam scores. I emailed her about this and she didn't seem to care. I sometimes feel she just throws a scores at a dart board. Aside from unclear grading criteria, the class is hard to follow and it is pretty miserable. Final was long and unexpected. ","source_url":"https://www.ratemyprofessors.com/professor/2546332","quality_rating":1,"difficulty_rating":4},{"observed_at":"2026-09-07 16:13:07.975993+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyMzg3NjMy","source_instructor_id":"rmp:2546332","instructor_name":"Panduan An","course_label":"STAT309","course_id":"MATH/STAT 309","course_uid":"course_2a00c702ff402614a950606e","review_date":"2025-12-23 21:50:16 +0000 UTC","comment":"the professor is gentle and her ppt is structured. Hw is not important but the topic of quiz is kind of random. I think the most tough thing for this class is her final, which is not related to the past exam and is really difficult (midterm is easy and is similar to past exam:)","source_url":"https://www.ratemyprofessors.com/professor/2546332","quality_rating":3,"difficulty_rating":3},{"observed_at":"2026-09-07 16:13:07.975993+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyMjY5NjA3","source_instructor_id":"rmp:2546332","instructor_name":"Panduan An","course_label":"STAT349","course_id":"STAT 349","course_uid":"course_f01b96472a8cdb3029148ea7","review_date":"2025-12-15 23:11:59 +0000 UTC","comment":"Good luck to those who want to torture themselves ","source_url":"https://www.ratemyprofessors.com/professor/2546332","quality_rating":1,"difficulty_rating":5}],"total":73,"page":1,"courses":[{"course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309"},{"course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310"},{"course_uid":"course_1b76508145789f8fbc49d1fa","course_id":"STAT 311"},{"course_uid":"course_f01b96472a8cdb3029148ea7","course_id":"STAT 349"}],"matched":true},"socialImage":false}}