{"schema_version":1,"url":"https://uwcourses.com/courses/ACTSCI_300","title":"ACTSCI 300: Probability for Actuaries | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T23:19:01.870283+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":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"bab366699dc64d5a7ee60590d9b3f47a8e692c930e688686487030801fa506a3","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","catalog_version_id":"d59c08d93cb1705c7fa2b1f3c485b387fb9a367fabdfd811359caa3a5c43cb51","course_number":300,"subjects":["ACTSCI"],"title":"PROBABILITY FOR ACTUARIES","description":"Develop a knowledge of fundamental mathematical tools for quantitatively assessing risk. Emphasize the applications of these tools to problems encountered in actuarial science.","requirements_text":"(STAT/​MATH  309,MATH 331,STAT 333,340, or concurrent enrollment), or declared in undergraduate Business Exchange program. Not open to graduate/professional students.","credits_min":1,"credits_max":1,"credit_offering_ids":["1272:242:021357"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"7e74dd3c062324a7e1cb76dbf7d03ab70fffb56f371a46332890a53cddf97f11","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Probability for Actuaries teaches fundamental mathematical tools for quantitatively assessing risk and applying them to actuarial science problems.","llm_topics":["Mathematical tools for risk assessment","Actuarial science applications"],"llm_skills":["Quantitative risk assessment","Application of mathematical tools to actuarial problems"],"llm_assumed_background":["Foundational probability theory and statistical distributions","Regression analysis and data modeling techniques"],"llm_search_phrases":["actuarial risk assessment probability","probability for actuaries course","MATH STAT 309 probability statistics","STAT 333 regression analysis","STAT 340 data science modeling"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"955e5664b9f82e89c4e49b4fb0be4d57ce00ff481550309939f4c57db0626985","course_id":"ACTSCI 300","current_instructors":[{"instructor_uid":"instructor_c6effbe874feca614e46f646","message":"No course-specific reviews available","name":"Gordon Enderle","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_3508804c3639fcfd0ab68610","message":"No course-specific reviews available","name":"Margie Rosenberg","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2329429","summary":[]}],"difficulty_workload":[{"citations":[{"instructor_name":"Doug Bujakowski","review_date":"2015-03-02 13:44:49 +0000 UTC","review_id":"72467304dace54b0c1f5ffc6","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI0NDI0NDEy","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"}],"text":"Historical reviews of Doug Bujakowski: The class is easy, but students recommend studying consistently rather than cramming because the material is extensive."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Doug Bujakowski","review_date":"2015-03-02 13:44:49 +0000 UTC","review_id":"72467304dace54b0c1f5ffc6","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI0NDI0NDEy","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"},{"instructor_name":"Doug Bujakowski","review_date":"2015-04-08 16:48:41 +0000 UTC","review_id":"09800d87abf4d07d352248e1","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI0NTYzNDI3","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"},{"instructor_name":"Doug Bujakowski","review_date":"2017-12-04 21:51:25 +0000 UTC","review_id":"085447806cb9763f735a3dfc","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI5MDQwNjcy","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"}],"text":"Historical reviews of Doug Bujakowski: Doug Bujakowski is praised as a clear, organized, and engaging lecturer who makes the class enjoyable. Reviewers note he covers extensive material efficiently and fosters a good learning environment. His teaching is associated with high quality ratings and positive student experiences."}],"message":null,"offered":true,"profile_hash":"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90","quick_take":[{"citations":[{"instructor_name":"Doug Bujakowski","review_date":"2015-03-02 13:44:49 +0000 UTC","review_id":"72467304dace54b0c1f5ffc6","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI0NDI0NDEy","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"},{"instructor_name":"Doug Bujakowski","review_date":"2015-04-08 16:48:41 +0000 UTC","review_id":"09800d87abf4d07d352248e1","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI0NTYzNDI3","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"},{"instructor_name":"Doug Bujakowski","review_date":"2017-12-04 21:51:25 +0000 UTC","review_id":"085447806cb9763f735a3dfc","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1960087","source_review_id":"UmF0aW5nLTI5MDQwNjcy","source_url":"https://www.ratemyprofessors.com/professor/1960087","type":"review"}],"text":"Historical reviews of Doug Bujakowski: Doug Bujakowski is a clear, engaging lecturer who makes the class enjoyable, though lectures are long due to the volume of material covered in a short time."},{"citations":[{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1194","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1202","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1204","type":"grade"}],"text":"Recent recorded grades — Spring 2019: 3.91 GPA, 95.7% A/AB (n=46 letter grades); Fall 2019: 3.91 GPA, 100.0% A/AB (n=11 letter grades); Spring 2020: 3.93 GPA, 97.6% A/AB (n=42 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Gee Lee","review_date":"2016-05-09 17:33:19 +0000 UTC","review_id":"60fbfb6ae2a832414f4cbc9e","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2141605","source_review_id":"UmF0aW5nLTI2NTE2MjQy","source_url":"https://www.ratemyprofessors.com/professor/2141605","type":"review"},{"instructor_name":"Gee Lee","review_date":"2017-01-18 20:22:04 +0000 UTC","review_id":"6286d9a0ffb7aea665b54bc9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2141605","source_review_id":"UmF0aW5nLTI3NzUxMzk0","source_url":"https://www.ratemyprofessors.com/professor/2141605","type":"review"}],"text":"Historical reviews of Gee Lee describe a fast-paced lecture style that can leave students feeling lost, despite his willingness to help."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1132","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1132","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1144","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1144","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1154","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1154","type":"grade"}],"text":"DOUGLAS BUJAKOWSKI is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"}],"text":"GEE LEE is recorded teaching in Fall 2015, Spring 2016, Fall 2016. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"},{"course_id":"ACTSCI 300","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","source_record":{"entity_id":"e9a9b0c8-2ee6-3839-9dfd-e71234d07ee8","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"PAUL JOHNSON is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3","n4","n5"],"condition":null,"course":null,"evidence":"(STAT/MATH 309,MATH 331,STAT 333,340, or concurrent enrollment), or declared in undergraduate Business Exchange program.","id":"n0","kind":"any"},{"children":[],"condition":null,"course":{"course_number":309,"minimum_grade":null,"subjects":["MATH","STAT"],"timing":"prior_or_concurrent"},"evidence":"STAT/MATH 309","id":"n1","kind":"course"},{"children":[],"condition":null,"course":{"course_number":331,"minimum_grade":null,"subjects":["MATH"],"timing":"prior_or_concurrent"},"evidence":"MATH 331","id":"n2","kind":"course"},{"children":[],"condition":null,"course":{"course_number":333,"minimum_grade":null,"subjects":["STAT"],"timing":"prior_or_concurrent"},"evidence":"STAT 333","id":"n3","kind":"course"},{"children":[],"condition":null,"course":{"course_number":340,"minimum_grade":null,"subjects":["STAT"],"timing":"prior_or_concurrent"},"evidence":"340","id":"n4","kind":"course"},{"children":[],"condition":"declared in undergraduate Business Exchange program","course":null,"evidence":"declared in undergraduate Business Exchange program","id":"n5","kind":"condition"}],"notes":["The phrase 'or concurrent enrollment' applies to the list of courses (STAT/MATH 309, MATH 331, STAT 333, 340).","The reference '340' is assumed to be STAT 340 based on context.","The exclusion 'Not open to graduate/professional students' is a global constraint on the course offering, not a prerequisite condition for enrollment in the graph structure, so it is not included as a prerequisite node."],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_c6effbe874feca614e46f646","source":"enrollment","source_instructor_id":"genderle","identity_basis":"netid","identity_status":"source_identified","name":"Gordon Enderle","email":"GENDERLE@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/GORDON_ENDERLE"},{"instructor_uid":"instructor_3508804c3639fcfd0ab68610","source":"enrollment","source_instructor_id":"marosenb","identity_basis":"netid","identity_status":"source_identified","name":"Margie Rosenberg","email":"MROSENBERG@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","ratings":{"review_count":4,"quality":4.25,"difficulty":4,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2329429","source_url":"https://www.ratemyprofessors.com/professor/2329429","match_basis":"exact_name","observed_at":"2026-09-07 16:20:43.914376+00:00","courses":{"course_06b63a2bd77811b0eec7bbab":{"review_count":3,"quality":4,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_cf57ee176273b438b9f1adc9":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.7580714862888294,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/MARGIE_ROSENBERG"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:242:021357","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1272","source_course_id":"021357","source_subject_id":"242","title":"Probability for Actuaries","credits_min":1,"credits_max":1,"typically_offered":"Fall, Spring"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:19310","term_id":"1272","source_section_id":"19310","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":40,"enrolled":20,"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:1272:33211","term_id":"1272","source_section_id":"33211","identity_basis":"class_number","section_number":"002","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":40,"enrolled":21,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_1bc83c854b968d9486432407","source":"madgrades","source_instructor_id":"654739","identity_basis":"source_id","identity_status":"source_identified","name":"KIRK PETER","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":56,"quality":4.82,"difficulty":3.12,"quality_count":56,"difficulty_count":56,"profile_id":"rmp:917965","source_url":"https://www.ratemyprofessors.com/professor/917965","match_basis":"exact_name","observed_at":"2026-09-07 16:25:43.192996+00:00","courses":{"course_0dc2eef4cc55721b49c22e15":{"review_count":18,"quality":4.72,"difficulty":2.78,"quality_count":18,"difficulty_count":18},"course_70e9892ee38d8e6852d59a7d":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":4.514654153564893,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.352,"graded":3894,"counts":[1587,897,708,366,214,98,24],"sections":128},"instructor_url":"/instructors/KIRK_PETER--instructor_1bc83c854b968d9486432407"},{"instructor_uid":"instructor_d61bed607171514ce7d5218f","source":"madgrades","source_instructor_id":"1630556","identity_basis":"source_id","identity_status":"source_identified","name":"JIE GAO","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":3.912,"graded":34,"counts":[31,0,3,0,0,0,0],"sections":1},"instructor_url":"/instructors/JIE_GAO--instructor_d61bed607171514ce7d5218f"},{"instructor_uid":"instructor_5217fc21c238a5fae9262ddf","source":"madgrades","source_instructor_id":"3800534","identity_basis":"source_id","identity_status":"source_identified","name":"PENG SHI","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":3,"quality":4.33,"difficulty":2.33,"quality_count":3,"difficulty_count":3,"profile_id":"rmp:1877077","source_url":"https://www.ratemyprofessors.com/professor/1877077","match_basis":"exact_name","observed_at":"2026-09-07 16:12:10.449164+00:00","courses":{"course_874e30b1d4fa32884aa74250":{"review_count":2,"quality":4.5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_2df2f7477ed071a49c40488a":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.7471180726492133,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.377,"graded":999,"counts":[344,322,173,115,28,8,9],"sections":56},"instructor_url":"/instructors/PENG_SHI--instructor_5217fc21c238a5fae9262ddf"},{"instructor_uid":"instructor_9b1bda6d594bfa782dec67b3","source":"madgrades","source_instructor_id":"4135152","identity_basis":"source_id","identity_status":"source_identified","name":"YUNJIE SUN","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":3.934,"graded":244,"counts":[225,11,4,3,1,0,0],"sections":6},"instructor_url":"/instructors/YUNJIE_SUN--instructor_9b1bda6d594bfa782dec67b3"},{"instructor_uid":"instructor_68fffba0fa041a5ede630afa","source":"madgrades","source_instructor_id":"4458199","identity_basis":"source_id","identity_status":"source_identified","name":"LAURENT HUBER","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":3.956,"graded":34,"counts":[32,1,1,0,0,0,0],"sections":1},"instructor_url":"/instructors/LAURENT_HUBER"},{"instructor_uid":"instructor_c9a2fc105d3b4c40accee83f","source":"madgrades","source_instructor_id":"4727878","identity_basis":"source_id","identity_status":"source_identified","name":"MARC-ANDR? DESROSIERS","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":3.908,"graded":196,"counts":[176,6,12,2,0,0,0],"sections":8},"instructor_url":"/instructors/MARC-ANDR%3F_DESROSIERS--instructor_c9a2fc105d3b4c40accee83f"},{"instructor_uid":"instructor_24cd893d9e4906ea7e4951b7","source":"madgrades","source_instructor_id":"4919850","identity_basis":"source_id","identity_status":"source_identified","name":"DOUGLAS BUJAKOWSKI","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":3.93,"graded":314,"counts":[282,25,3,3,1,0,0],"sections":10},"instructor_url":"/instructors/DOUGLAS_BUJAKOWSKI--instructor_24cd893d9e4906ea7e4951b7"},{"instructor_uid":"instructor_a399f8d85aff77116ce39ee5","source":"madgrades","source_instructor_id":"3097849","identity_basis":"source_id","identity_status":"source_identified","name":"GEE LEE","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":3,"quality":3.33,"difficulty":3,"quality_count":3,"difficulty_count":3,"profile_id":"rmp:2141605","source_url":"https://www.ratemyprofessors.com/professor/2141605","match_basis":"exact_name","observed_at":"2026-09-07 16:38:34.551096+00:00","courses":{"course_d5c3b831cc97e1d5bef0f5ff":{"review_count":3,"quality":3.33,"difficulty":3,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.6166832900405175,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.932,"graded":292,"counts":[265,16,9,2,0,0,0],"sections":8},"instructor_url":"/instructors/GEE_LEE"},{"instructor_uid":"instructor_e4f5592240f3842b75761704","source":"madgrades","source_instructor_id":"4896421","identity_basis":"source_id","identity_status":"source_identified","name":"JUNHAO LIU","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":3.94,"graded":50,"counts":[46,2,2,0,0,0,0],"sections":2},"instructor_url":"/instructors/JUNHAO_LIU--instructor_e4f5592240f3842b75761704"},{"instructor_uid":"instructor_4ac5a7b321722fc1caa0f4e7","source":"madgrades","source_instructor_id":"5538583","identity_basis":"source_id","identity_status":"source_identified","name":"ADOLPH OKINE","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":3.7,"graded":50,"counts":[32,8,8,2,0,0,0],"sections":2},"instructor_url":"/instructors/ADOLPH_OKINE"},{"instructor_uid":"instructor_ad9d593f8d9fd42d8e4bf1bd","source":"madgrades","source_instructor_id":"6115147","identity_basis":"source_id","identity_status":"source_identified","name":"XIAOCHEN JING","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":3.925,"graded":53,"counts":[46,6,1,0,0,0,0],"sections":4},"instructor_url":"/instructors/XIAOCHEN_JING--instructor_ad9d593f8d9fd42d8e4bf1bd"},{"instructor_uid":"instructor_a543224f2b400e44d06c4237","source":"madgrades","source_instructor_id":"553148","identity_basis":"source_id","identity_status":"source_identified","name":"PAUL JOHNSON","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":15,"quality":3.8,"difficulty":3.67,"quality_count":15,"difficulty_count":15,"profile_id":"rmp:2067033","source_url":"https://www.ratemyprofessors.com/professor/2067033","match_basis":"exact_name","observed_at":"2026-09-07 16:12:31.391967+00:00","courses":{"course_d5c3b831cc97e1d5bef0f5ff":{"review_count":1,"quality":4,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_201b25ecc8a2ddee30b320c8":{"review_count":3,"quality":4,"difficulty":3.67,"quality_count":3,"difficulty_count":3},"course_9f3d31814669db24532fa2c2":{"review_count":8,"quality":3.75,"difficulty":4.12,"quality_count":8,"difficulty_count":8},"course_969e3f1b5c6d33d8965c5c9b":{"review_count":1,"quality":3,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_cf57ee176273b438b9f1adc9":{"review_count":2,"quality":4,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.719820447740912,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.191,"graded":1670,"counts":[498,341,485,158,130,34,24],"sections":61},"instructor_url":"/instructors/PAUL_JOHNSON--instructor_a543224f2b400e44d06c4237"},{"instructor_uid":"instructor_9aba51a1b7155538e49aa5f2","source":"madgrades","source_instructor_id":"6644999","identity_basis":"source_id","identity_status":"source_identified","name":"YANIEL RIVERA VEGA","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":null,"graded":0,"counts":[0,0,0,0,0,0,0],"sections":2},"instructor_url":"/instructors/YANIEL_RIVERA_VEGA--instructor_9aba51a1b7155538e49aa5f2"},{"instructor_uid":"instructor_3508804c3639fcfd0ab68610","source":"enrollment","source_instructor_id":"marosenb","identity_basis":"netid","identity_status":"source_identified","name":"Margie Rosenberg","email":"MROSENBERG@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","ratings":{"review_count":4,"quality":4.25,"difficulty":4,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2329429","source_url":"https://www.ratemyprofessors.com/professor/2329429","match_basis":"exact_name","observed_at":"2026-09-07 16:20:43.914376+00:00","courses":{"course_06b63a2bd77811b0eec7bbab":{"review_count":3,"quality":4,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_cf57ee176273b438b9f1adc9":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.7580714862888294,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/MARGIE_ROSENBERG"},{"instructor_uid":"instructor_c6effbe874feca614e46f646","source":"enrollment","source_instructor_id":"genderle","identity_basis":"netid","identity_status":"source_identified","name":"Gordon Enderle","email":"GENDERLE@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/GORDON_ENDERLE"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1072","term_name":"Fall 2006","instructors":["JIE GAO","Kirk Peter"],"a":48,"ab":1,"b":3,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":52,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1074","term_name":"Spring 2007","instructors":["Kirk Peter","Peng Shi"],"a":49,"ab":0,"b":0,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1082","term_name":"Fall 2007","instructors":["Peng Shi"],"a":36,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":1,"total":38,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1084","term_name":"Spring 2008","instructors":["YUNJIE SUN"],"a":26,"ab":2,"b":0,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":29,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1092","term_name":"Fall 2008","instructors":["YUNJIE SUN"],"a":32,"ab":2,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":1,"total":35,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1094","term_name":"Spring 2009","instructors":["LAURENT HUBER"],"a":32,"ab":1,"b":1,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":34,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1102","term_name":"Fall 2009","instructors":["YUNJIE SUN"],"a":50,"ab":1,"b":1,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":54,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1104","term_name":"Spring 2010","instructors":["YUNJIE SUN"],"a":45,"ab":2,"b":3,"bc":0,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":52,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1112","term_name":"Fall 2010","instructors":["YUNJIE SUN"],"a":72,"ab":4,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":76,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1114","term_name":"Spring 2011","instructors":["MARC-ANDR? DESROSIERS"],"a":48,"ab":3,"b":1,"bc":1,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":54,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1122","term_name":"Fall 2011","instructors":["MARC-ANDR? DESROSIERS"],"a":54,"ab":2,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":58,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1124","term_name":"Spring 2012","instructors":["MARC-ANDR? DESROSIERS"],"a":44,"ab":0,"b":5,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1132","term_name":"Fall 2012","instructors":["DOUGLAS BUJAKOWSKI"],"a":44,"ab":4,"b":1,"bc":3,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":1,"not_reported":0,"other":0,"total":53,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1134","term_name":"Spring 2013","instructors":["MARC-ANDR? DESROSIERS"],"a":30,"ab":1,"b":4,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":35,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1142","term_name":"Fall 2013","instructors":["DOUGLAS BUJAKOWSKI"],"a":45,"ab":9,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":55,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1144","term_name":"Spring 2014","instructors":["DOUGLAS BUJAKOWSKI"],"a":53,"ab":3,"b":1,"bc":0,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":58,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1152","term_name":"Fall 2014","instructors":["DOUGLAS BUJAKOWSKI"],"a":79,"ab":4,"b":1,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":84,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1154","term_name":"Spring 2015","instructors":["DOUGLAS BUJAKOWSKI"],"a":61,"ab":5,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":66,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1162","term_name":"Fall 2015","instructors":["GEE LEE"],"a":56,"ab":6,"b":1,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":63,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1164","term_name":"Spring 2016","instructors":["GEE LEE"],"a":61,"ab":2,"b":2,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":66,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1172","term_name":"Fall 2016","instructors":["GEE LEE"],"a":70,"ab":4,"b":4,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":79,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1174","term_name":"Spring 2017","instructors":["JUNHAO LIU"],"a":46,"ab":2,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1184","term_name":"Spring 2018","instructors":["ADOLPH OKINE"],"a":32,"ab":8,"b":8,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1192","term_name":"Fall 2018","instructors":["Kirk Peter"],"a":23,"ab":1,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":24,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1194","term_name":"Spring 2019","instructors":["Kirk Peter"],"a":40,"ab":4,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":46,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1202","term_name":"Fall 2019","instructors":["XIAOCHEN JING"],"a":9,"ab":2,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":11,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1204","term_name":"Spring 2020","instructors":["XIAOCHEN JING"],"a":37,"ab":4,"b":1,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":42,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1212","term_name":"Fall 2020","instructors":["XIAOCHEN JING"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":17,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":17,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1222","term_name":"Fall 2021","instructors":["Paul Johnson"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":17,"no_credit":1,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":18,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1224","term_name":"Spring 2022","instructors":["Paul Johnson"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":42,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":42,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1232","term_name":"Fall 2022","instructors":["Paul Johnson"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":10,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":10,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1234","term_name":"Spring 2023","instructors":["Paul Johnson"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":39,"no_credit":1,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":40,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1242","term_name":"Fall 2023","instructors":["Kirk Peter"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":19,"no_credit":2,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":21,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1244","term_name":"Spring 2024","instructors":["Kirk Peter"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":32,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":32,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1252","term_name":"Fall 2024","instructors":["Kirk Peter"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":31,"no_credit":2,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":33,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1254","term_name":"Spring 2025","instructors":["Kirk Peter"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":28,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":28,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1262","term_name":"Fall 2025","instructors":["Paul Johnson","YANIEL RIVERA VEGA"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":34,"no_credit":1,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":35,"source_aliases":["ACTSCI 300"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ACTSCI 300","course_uid":"course_d5c3b831cc97e1d5bef0f5ff","term_id":"1264","term_name":"Spring 2026","instructors":["Paul Johnson"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":42,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":42,"source_aliases":["ACTSCI 300"]}],"statistics":{"gpa":3.92,"graded":1358,"counts":[1222,77,43,13,2,0,1]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d5c3b831cc97e1d5bef0f5ff-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d5c3b831cc97e1d5bef0f5ff-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d5c3b831cc97e1d5bef0f5ff-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d5c3b831cc97e1d5bef0f5ff-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d5c3b831cc97e1d5bef0f5ff-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":null,"instructorTrends":[{"uid":"instructor_24cd893d9e4906ea7e4951b7","name":"DOUGLAS BUJAKOWSKI","count":314,"terms":[{"term":"1132","count":52,"sections":2,"gpa":3.855769230769231},{"term":"1142","count":54,"sections":2,"gpa":3.9166666666666665},{"term":"1144","count":58,"sections":2,"gpa":3.9224137931034484},{"term":"1152","count":84,"sections":2,"gpa":3.9642857142857144},{"term":"1154","count":66,"sections":2,"gpa":3.962121212121212}]},{"uid":"instructor_9b1bda6d594bfa782dec67b3","name":"YUNJIE SUN","count":244,"terms":[{"term":"1084","count":29,"sections":1,"gpa":3.913793103448276},{"term":"1092","count":34,"sections":1,"gpa":3.9705882352941178},{"term":"1102","count":54,"sections":1,"gpa":3.9166666666666665},{"term":"1104","count":51,"sections":1,"gpa":3.8823529411764706},{"term":"1112","count":76,"sections":2,"gpa":3.973684210526316}]},{"uid":"instructor_a399f8d85aff77116ce39ee5","name":"GEE LEE","count":208,"terms":[{"term":"1162","count":63,"sections":2,"gpa":3.9365079365079363},{"term":"1164","count":66,"sections":2,"gpa":3.9318181818181817},{"term":"1172","count":79,"sections":2,"gpa":3.9050632911392404}]},{"uid":"instructor_c9a2fc105d3b4c40accee83f","name":"MARC-ANDR? DESROSIERS","count":196,"terms":[{"term":"1114","count":53,"sections":2,"gpa":3.9245283018867925},{"term":"1122","count":58,"sections":2,"gpa":3.9482758620689653},{"term":"1124","count":50,"sections":2,"gpa":3.87},{"term":"1134","count":35,"sections":2,"gpa":3.8714285714285714}]},{"uid":"instructor_1bc83c854b968d9486432407","name":"KIRK PETER","count":116,"terms":[{"term":"1072","count":18,"sections":1,"gpa":3.9722222222222223},{"term":"1074","count":28,"sections":1,"gpa":3.9464285714285716},{"term":"1192","count":24,"sections":1,"gpa":3.9791666666666665},{"term":"1194","count":46,"sections":2,"gpa":3.9130434782608696}]},{"uid":"instructor_5217fc21c238a5fae9262ddf","name":"PENG SHI","count":59,"terms":[{"term":"1074","count":22,"sections":1,"gpa":4},{"term":"1082","count":37,"sections":1,"gpa":3.891891891891892}]},{"uid":"instructor_ad9d593f8d9fd42d8e4bf1bd","name":"XIAOCHEN JING","count":53,"terms":[{"term":"1202","count":11,"sections":1,"gpa":3.909090909090909},{"term":"1204","count":42,"sections":2,"gpa":3.9285714285714284}]},{"uid":"instructor_4ac5a7b321722fc1caa0f4e7","name":"ADOLPH OKINE","count":50,"terms":[{"term":"1184","count":50,"sections":2,"gpa":3.7}]},{"uid":"instructor_e4f5592240f3842b75761704","name":"JUNHAO LIU","count":50,"terms":[{"term":"1174","count":50,"sections":2,"gpa":3.94}]},{"uid":"instructor_68fffba0fa041a5ede630afa","name":"LAURENT HUBER","count":34,"terms":[{"term":"1094","count":34,"sections":1,"gpa":3.9558823529411766}]},{"uid":"instructor_d61bed607171514ce7d5218f","name":"JIE GAO","count":34,"terms":[{"term":"1072","count":34,"sections":1,"gpa":3.911764705882353}]}],"following":[],"projection":null}}