{"schema_version":1,"url":"https://uwcourses.com/courses/ECON_718","title":"ECON 718: Topics in Applied Econometrics | UW–Madison","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":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"ceb9a3860994479b6aedca9ff94fa6f08cfb473a9231bad68fb6665dff6840f6","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","catalog_version_id":"f14db3f3e483ba8c474099167f5b3a201d062655b9a85aacc06d813ded64990a","course_number":718,"subjects":["ECON"],"title":"TOPICS IN APPLIED ECONOMETRICS","description":"Applied time series methods.","requirements_text":"Graduate/professional standing","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"574c7c264c2f7e451505e188956bc9e7ef7618a75c0876de1a0c1fd1670172b0","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"ECON 718 covers topics in applied econometrics, specifically focusing on applied time series methods.","llm_topics":["Applied econometrics","Time series methods"],"llm_skills":["Applied time series methods"],"llm_assumed_background":[],"llm_search_phrases":["ECON 718 applied econometrics","graduate econometrics topics","time series methods economics"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"ac998d8bcb26a29904e15390efc305a85d63d1a4d85f677d6a304255cdd3ce2e","course_id":"ECON 718","current_instructors":[],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"ECON 718","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"ad6bd002-c15a-3538-a558-762f67e3168f","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1184","type":"grade"},{"course_id":"ECON 718","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"ad6bd002-c15a-3538-a558-762f67e3168f","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1192","type":"grade"},{"course_id":"ECON 718","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"ad6bd002-c15a-3538-a558-762f67e3168f","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1202","type":"grade"}],"text":"Recent recorded grades — Spring 2018: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2018: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Fall 2019: 4.00 GPA, 100.0% A/AB (n=8 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Graduate/professional standing","course":null,"evidence":"Graduate/professional standing","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_ce9be7df69b27a7758d8e064","source":"madgrades","source_instructor_id":"3013506","identity_basis":"source_id","identity_status":"source_identified","name":"BRUCE HANSEN","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,"difficulty":2.67,"quality_count":3,"difficulty_count":3,"profile_id":"rmp:1989764","source_url":"https://www.ratemyprofessors.com/professor/1989764","match_basis":"exact_name","observed_at":"2026-09-07 16:50:52.046273+00:00","courses":{"course_43ec9cdd7f32ec7681ab5d71":{"review_count":1,"quality":2,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_d621999325fc506ebe39b22b":{"review_count":2,"quality":5,"difficulty":2,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.7040745943883437,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.55,"graded":1556,"counts":[637,516,343,50,7,2,1],"sections":64},"instructor_url":"/instructors/BRUCE_HANSEN--instructor_ce9be7df69b27a7758d8e064"},{"instructor_uid":"instructor_4d776184a6f83ce3bc25f4c0","source":"madgrades","source_instructor_id":"4618226","identity_basis":"source_id","identity_status":"source_identified","name":"ANDRES ARADILLAS-LOPEZ","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":10,"quality":3.8,"difficulty":2.7,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:1701423","source_url":"https://www.ratemyprofessors.com/professor/1701423","match_basis":"exact_name","observed_at":"2026-09-07 16:55:34.396694+00:00","courses":{"course_e104fb600738e5af6d58c4dd":{"review_count":10,"quality":3.8,"difficulty":2.7,"quality_count":10,"difficulty_count":10}},"bayesian_quality":3.7064571890310636,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.124,"graded":702,"counts":[158,175,182,97,74,12,4],"sections":12},"instructor_url":"/instructors/ANDRES_ARADILLAS-LOPEZ--instructor_4d776184a6f83ce3bc25f4c0"},{"instructor_uid":"instructor_8277f67cd0e39569d7c99c83","source":"madgrades","source_instructor_id":"4395486","identity_basis":"source_id","identity_status":"source_identified","name":"CHRISTOPHER R TABER","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":3.492,"graded":1855,"counts":[911,465,237,125,78,27,12],"sections":59},"instructor_url":"/instructors/CHRISTOPHER_R_TABER--instructor_8277f67cd0e39569d7c99c83"},{"instructor_uid":"instructor_24d7adf03f12571002ca5400","source":"madgrades","source_instructor_id":"2601081","identity_basis":"source_id","identity_status":"source_identified","name":"KENNETH WEST","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":19,"quality":2.58,"difficulty":3.26,"quality_count":19,"difficulty_count":19,"profile_id":"rmp:1997405","source_url":"https://www.ratemyprofessors.com/professor/1997405","match_basis":"exact_name","observed_at":"2026-09-07 16:26:11.370589+00:00","courses":{"course_9fae615fe1db13e19e61a961":{"review_count":1,"quality":1,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_9f4e10a4ab7c3040302d172b":{"review_count":14,"quality":2.79,"difficulty":3.36,"quality_count":14,"difficulty_count":14}},"bayesian_quality":3.1336850172033826,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.419,"graded":1872,"counts":[823,471,282,146,112,25,13],"sections":70},"instructor_url":"/instructors/KENNETH_WEST--instructor_24d7adf03f12571002ca5400"},{"instructor_uid":"instructor_0f6aa605d0bf49424a610835","source":"madgrades","source_instructor_id":"2600126","identity_basis":"source_id","identity_status":"source_identified","name":"JAMES R WALKER","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":3.125,"graded":958,"counts":[227,187,320,117,80,19,8],"sections":41},"instructor_url":"/instructors/JAMES_R_WALKER"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1074","term_name":"Spring 2007","instructors":["Bruce Hansen"],"a":4,"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":8,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1084","term_name":"Spring 2008","instructors":["Bruce Hansen"],"a":2,"ab":5,"b":2,"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":10,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1094","term_name":"Spring 2009","instructors":["Bruce Hansen"],"a":11,"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":16,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1104","term_name":"Spring 2010","instructors":["ANDRES ARADILLAS-LOPEZ"],"a":0,"ab":7,"b":7,"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":14,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1114","term_name":"Spring 2011","instructors":["ANDRES ARADILLAS-LOPEZ"],"a":3,"ab":7,"b":5,"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":15,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1124","term_name":"Spring 2012","instructors":["ANDRES ARADILLAS-LOPEZ"],"a":1,"ab":3,"b":9,"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":13,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1132","term_name":"Fall 2012","instructors":["CHRISTOPHER R TABER"],"a":8,"ab":17,"b":4,"bc":0,"c":0,"d":0,"f":0,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":31,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1134","term_name":"Spring 2013","instructors":["Kenneth West"],"a":7,"ab":0,"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":1,"not_reported":0,"other":0,"total":9,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1142","term_name":"Fall 2013","instructors":["JAMES R WALKER"],"a":11,"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":13,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1152","term_name":"Fall 2014","instructors":["CHRISTOPHER R TABER"],"a":17,"ab":16,"b":5,"bc":1,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":41,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1172","term_name":"Fall 2016","instructors":["CHRISTOPHER R TABER"],"a":19,"ab":18,"b":4,"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":42,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1184","term_name":"Spring 2018","instructors":["Kenneth West"],"a":6,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":8,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1192","term_name":"Fall 2018","instructors":["Kenneth West"],"a":9,"ab":0,"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":9,"source_aliases":["ECON 718"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECON 718","course_uid":"course_b138e64132ca0e1b92d3a3d0","term_id":"1202","term_name":"Fall 2019","instructors":["Kenneth West"],"a":8,"ab":0,"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":8,"source_aliases":["ECON 718"]}],"statistics":{"gpa":3.65,"graded":227,"counts":[106,84,36,1,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b138e64132ca0e1b92d3a3d0-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b138e64132ca0e1b92d3a3d0-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b138e64132ca0e1b92d3a3d0-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.649779735682819,"count":227,"university":{"size":3754,"gpaPercentile":52,"countPercentile":64,"medianCount":140,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":26,"current":false},{"range":"2.8–3.2","count":458,"current":false},{"range":"3.2–3.6","count":1232,"current":false},{"range":"3.6–4.0","count":2037,"current":true}]},"departments":[{"subject":"ECON","comparison":{"size":96,"gpaPercentile":63,"countPercentile":58,"medianCount":177,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":28,"current":false},{"range":"3.2–3.6","count":30,"current":false},{"range":"3.6–4.0","count":37,"current":true}]}}]},"terms":{"1074":{"term":"1074","gpa":3.75,"count":8,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1084":{"term":"1084","gpa":3.5,"count":9,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1094":{"term":"1094","gpa":3.84375,"count":16,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1104":{"term":"1104","gpa":3.25,"count":14,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1114":{"term":"1114","gpa":3.433333333333333,"count":15,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1124":{"term":"1124","gpa":3.1923076923076925,"count":13,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1132":{"term":"1132","gpa":3.5689655172413794,"count":29,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1134":{"term":"1134","gpa":4,"count":7,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1142":{"term":"1142","gpa":3.923076923076923,"count":13,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1152":{"term":"1152","gpa":3.628205128205128,"count":39,"university":{"size":918,"gpaPercentile":71,"countPercentile":18,"medianCount":65,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":227,"current":false},{"range":"3.2–3.6","count":371,"current":false},{"range":"3.6–4.0","count":286,"current":true}]},"departments":[{"subject":"ECON","comparison":{"size":33,"gpaPercentile":94,"countPercentile":16,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":15,"current":false},{"range":"3.2–3.6","count":14,"current":false},{"range":"3.6–4.0","count":3,"current":true}]}}]},"1172":{"term":"1172","gpa":3.682926829268293,"count":41,"university":{"size":991,"gpaPercentile":68,"countPercentile":23,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":226,"current":false},{"range":"3.2–3.6","count":353,"current":false},{"range":"3.6–4.0","count":390,"current":true}]},"departments":[{"subject":"ECON","comparison":{"size":34,"gpaPercentile":88,"countPercentile":24,"medianCount":91.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":16,"current":false},{"range":"3.2–3.6","count":11,"current":false},{"range":"3.6–4.0","count":7,"current":true}]}}]},"1184":{"term":"1184","gpa":4,"count":6,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1192":{"term":"1192","gpa":4,"count":9,"university":null,"departments":[{"subject":"ECON","comparison":null}]},"1202":{"term":"1202","gpa":4,"count":8,"university":null,"departments":[{"subject":"ECON","comparison":null}]}},"benchmarks":{"all":{"school":{"size":3754,"gpa":3.593132402094995,"topShare":77.67863396013313,"count":140},"ECON":{"size":96,"gpa":3.4646245241546647,"topShare":68.39456058802143,"count":177}},"terms":{"1074":{"school":{"size":695,"gpa":3.3616924722887376,"topShare":63.22509110105764,"count":69},"ECON":{"size":24,"gpa":3.0960407551872513,"topShare":46.2650427535755,"count":59.5}},"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"ECON":{"size":25,"gpa":3.073087699389916,"topShare":43.15959970605676,"count":50}},"1094":{"school":{"size":758,"gpa":3.3891454428111527,"topShare":64.36369814389255,"count":71},"ECON":{"size":24,"gpa":3.099801320049821,"topShare":46.01712162458005,"count":97}},"1104":{"school":{"size":793,"gpa":3.384661458923085,"topShare":64.6614752434143,"count":66},"ECON":{"size":26,"gpa":3.0962545846673475,"topShare":43.96318163657184,"count":93}},"1114":{"school":{"size":804,"gpa":3.3696004653806844,"topShare":64.0389334741844,"count":68},"ECON":{"size":30,"gpa":3.1045723943198005,"topShare":45.996271584616245,"count":77.5}},"1124":{"school":{"size":821,"gpa":3.406589342026613,"topShare":66.35774230127205,"count":67},"ECON":{"size":24,"gpa":3.138562080604336,"topShare":49.97311224248656,"count":116}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"ECON":{"size":27,"gpa":3.084125462905226,"topShare":44.16217101765231,"count":103}},"1134":{"school":{"size":852,"gpa":3.4138934207568203,"topShare":66.35946578182744,"count":66},"ECON":{"size":25,"gpa":3.114628747436501,"topShare":45.45283598859919,"count":109}},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"ECON":{"size":27,"gpa":3.1348729683774796,"topShare":48.51648028641956,"count":111}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"ECON":{"size":33,"gpa":3.2344670418039208,"topShare":52.7649642628622,"count":69}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"ECON":{"size":34,"gpa":3.283515605218873,"topShare":56.18377536261731,"count":91.5}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"ECON":{"size":33,"gpa":3.323005038886213,"topShare":59.81252867468931,"count":87}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"ECON":{"size":38,"gpa":3.2727133601045373,"topShare":56.19863891625153,"count":85}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"ECON":{"size":38,"gpa":3.3091483887175275,"topShare":57.52333435644998,"count":87.5}}}}},"instructorTrends":[{"uid":"instructor_8277f67cd0e39569d7c99c83","name":"CHRISTOPHER R TABER","count":109,"terms":[{"term":"1132","count":29,"sections":1,"gpa":3.5689655172413794},{"term":"1152","count":39,"sections":1,"gpa":3.628205128205128},{"term":"1172","count":41,"sections":1,"gpa":3.682926829268293}]},{"uid":"instructor_4d776184a6f83ce3bc25f4c0","name":"ANDRES ARADILLAS-LOPEZ","count":42,"terms":[{"term":"1104","count":14,"sections":1,"gpa":3.25},{"term":"1114","count":15,"sections":1,"gpa":3.433333333333333},{"term":"1124","count":13,"sections":1,"gpa":3.1923076923076925}]},{"uid":"instructor_ce9be7df69b27a7758d8e064","name":"BRUCE HANSEN","count":33,"terms":[{"term":"1074","count":8,"sections":1,"gpa":3.75},{"term":"1084","count":9,"sections":1,"gpa":3.5},{"term":"1094","count":16,"sections":1,"gpa":3.84375}]},{"uid":"instructor_24d7adf03f12571002ca5400","name":"KENNETH WEST","count":30,"terms":[{"term":"1134","count":7,"sections":1,"gpa":4},{"term":"1184","count":6,"sections":1,"gpa":4},{"term":"1192","count":9,"sections":1,"gpa":4},{"term":"1202","count":8,"sections":1,"gpa":4}]},{"uid":"instructor_0f6aa605d0bf49424a610835","name":"JAMES R WALKER","count":13,"terms":[{"term":"1142","count":13,"sections":1,"gpa":3.923076923076923}]}],"following":[],"projection":null}}