{"schema_version":1,"url":"https://uwcourses.com/courses/AAE_635","title":"AAE 635: Applied Microeconomic Theory | 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":"c44c77daca92876ea3acd7025f33ffa5b82c2ac01406b8e766ed7c0083ef34c3","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","catalog_version_id":"69a027afb17bf3a48539dd79aab007a8e5bb86ba7606959f3e49f316211159b0","course_number":635,"subjects":["AAE"],"title":"APPLIED MICROECONOMIC THEORY","description":"Microeconomic theory applied to consumers, producers, markets, and welfare analysis. Emphasis is on the mathematics of duality and optimization methods. Computer applications of the theory. One semester of linear algebra highly recommended.","requirements_text":"MATH 222and (ECON 301or311), or graduate/professional standing","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:108:000383"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"a2fd73e6c414bccabcf178d4fd7904cdd2658830e9d8c6c26830f38b6975e203","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Applied microeconomic theory focusing on duality, optimization, and computer applications for welfare analysis.","llm_topics":["Consumers, producers, markets, and welfare analysis","Duality and optimization methods"],"llm_skills":["Mathematics of duality and optimization","Computer applications of microeconomic theory"],"llm_assumed_background":["Linear algebra and intermediate microeconomic theory","Calculus and analytic geometry 2"],"llm_search_phrases":["applied microeconomic theory graduate","AAE 635 linear algebra","microeconomic theory duality optimization"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"85e17a1e464a450c167de9955847d01b47d5abc47c75df67fdac6d5c52f4a5f2","course_id":"AAE 635","current_instructors":[{"instructor_uid":"instructor_be9b4fe426c3c9b68aeb9c5e","message":"No course-specific reviews available","name":"Paul Dower","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2371572","summary":[{"citations":[{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"46207ff0-cd19-301e-b258-d363fa4156bf","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"46207ff0-cd19-301e-b258-d363fa4156bf","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2024: 3.65 GPA, 76.9% A/AB (n=26 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades)."}]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90","quick_take":[{"citations":[{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1242","type":"grade"},{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.29 GPA, 36.8% A/AB (n=19 letter grades); Fall 2024: 3.65 GPA, 76.9% A/AB (n=26 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"46207ff0-cd19-301e-b258-d363fa4156bf","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"AAE 635","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"46207ff0-cd19-301e-b258-d363fa4156bf","source_record":{"entity_id":"46207ff0-cd19-301e-b258-d363fa4156bf","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"PAUL DOWER is recorded teaching in Fall 2024, Fall 2025. 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","n6"],"condition":null,"course":null,"evidence":"MATH 222and (ECON 301or311), or graduate/professional standing","id":"n0","kind":"any"},{"children":["n3","n2"],"condition":null,"course":null,"evidence":"MATH 222and (ECON 301or311)","id":"n1","kind":"all"},{"children":["n4","n5"],"condition":null,"course":null,"evidence":"ECON 301or311","id":"n2","kind":"any"},{"children":[],"condition":null,"course":{"course_number":222,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 222","id":"n3","kind":"course"},{"children":[],"condition":null,"course":{"course_number":301,"minimum_grade":null,"subjects":["ECON"],"timing":"prior"},"evidence":"ECON 301","id":"n4","kind":"course"},{"children":[],"condition":null,"course":{"course_number":311,"minimum_grade":null,"subjects":["ECON"],"timing":"prior"},"evidence":"311","id":"n5","kind":"course"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n6","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_f8efdcda3822efa037997296","source":"enrollment","source_instructor_id":"molinaperez","identity_basis":"netid","identity_status":"source_identified","name":"Erick Molina Perez","email":"MOLINAPEREZ@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/ERICK_MOLINA_PEREZ"},{"instructor_uid":"instructor_be9b4fe426c3c9b68aeb9c5e","source":"enrollment","source_instructor_id":"pdower","identity_basis":"netid","identity_status":"source_identified","name":"Paul Dower","email":"PDOWER@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":18,"quality":3.39,"difficulty":3.39,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2371572","source_url":"https://www.ratemyprofessors.com/professor/2371572","match_basis":"exact_name","observed_at":"2026-09-07 16:12:30.969062+00:00","courses":{"course_955535bf63b310ab27c52534":{"review_count":15,"quality":3.07,"difficulty":3.33,"quality_count":15,"difficulty_count":15},"course_17ddc10b91d13b1f92c9b201":{"review_count":2,"quality":5,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.5319398860771556,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAUL_DOWER"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:108:000383","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1272","source_course_id":"000383","source_subject_id":"108","title":"Applied Microeconomic Theory","credits_min":3,"credits_max":3,"typically_offered":"Fall"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:22445","term_id":"1272","source_section_id":"22445","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":50,"enrolled":28,"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:1272:22446","term_id":"1272","source_section_id":"22446","identity_basis":"class_number","section_number":"301","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":50,"enrolled":28,"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_cdd5f30cbe928bb6429fcb49","source":"madgrades","source_instructor_id":"2601756","identity_basis":"source_id","identity_status":"source_identified","name":"JEAN-PAUL CHAVAS","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":4,"quality":3.75,"difficulty":2.75,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2192040","source_url":"https://www.ratemyprofessors.com/professor/2192040","match_basis":"exact_name","observed_at":"2026-09-07 16:33:53.146486+00:00","courses":{"course_99c0af63a88052317974a272":{"review_count":2,"quality":3.5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_13403f6a48470ed35df751d3":{"review_count":2,"quality":4,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.6747381529554963,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.575,"graded":1466,"counts":[713,450,193,72,25,5,8],"sections":46},"instructor_url":"/instructors/JEAN-PAUL_CHAVAS--instructor_cdd5f30cbe928bb6429fcb49"},{"instructor_uid":"instructor_c8450c51b3a5546d46ceb638","source":"madgrades","source_instructor_id":"3574092","identity_basis":"source_id","identity_status":"source_identified","name":"JOHN MILES MORROW","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":3.562,"graded":16,"counts":[7,4,5,0,0,0,0],"sections":1},"instructor_url":"/instructors/JOHN_MILES_MORROW"},{"instructor_uid":"instructor_475d34dfa303d97dd29eb771","source":"madgrades","source_instructor_id":"1459007","identity_basis":"source_id","identity_status":"source_identified","name":"SHI GUANMING","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":3.454,"graded":525,"counts":[182,170,130,31,11,1,0],"sections":85},"instructor_url":"/instructors/SHI_GUANMING"},{"instructor_uid":"instructor_718d57439c1f6c9942a1b3a8","source":"madgrades","source_instructor_id":"3039556","identity_basis":"source_id","identity_status":"source_identified","name":"DIEP PHAN","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":3.255,"graded":49,"counts":[14,16,9,5,3,2,0],"sections":2},"instructor_url":"/instructors/DIEP_PHAN--instructor_718d57439c1f6c9942a1b3a8"},{"instructor_uid":"instructor_ad4789e94d4270ca2d6079ac","source":"madgrades","source_instructor_id":"6032571","identity_basis":"source_id","identity_status":"source_identified","name":"PAUL DOWER","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":18,"quality":3.39,"difficulty":3.39,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2371572","source_url":"https://www.ratemyprofessors.com/professor/2371572","match_basis":"exact_name","observed_at":"2026-09-07 16:12:30.969062+00:00","courses":{"course_955535bf63b310ab27c52534":{"review_count":15,"quality":3.07,"difficulty":3.33,"quality_count":15,"difficulty_count":15},"course_17ddc10b91d13b1f92c9b201":{"review_count":2,"quality":5,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.5319398860771556,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.709,"graded":435,"counts":[280,92,40,13,9,1,0],"sections":30},"instructor_url":"/instructors/PAUL_DOWER--instructor_ad4789e94d4270ca2d6079ac"},{"instructor_uid":"instructor_be9b4fe426c3c9b68aeb9c5e","source":"enrollment","source_instructor_id":"pdower","identity_basis":"netid","identity_status":"source_identified","name":"Paul Dower","email":"PDOWER@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":18,"quality":3.39,"difficulty":3.39,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2371572","source_url":"https://www.ratemyprofessors.com/professor/2371572","match_basis":"exact_name","observed_at":"2026-09-07 16:12:30.969062+00:00","courses":{"course_955535bf63b310ab27c52534":{"review_count":15,"quality":3.07,"difficulty":3.33,"quality_count":15,"difficulty_count":15},"course_17ddc10b91d13b1f92c9b201":{"review_count":2,"quality":5,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.5319398860771556,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAUL_DOWER"},{"instructor_uid":"instructor_f8efdcda3822efa037997296","source":"enrollment","source_instructor_id":"molinaperez","identity_basis":"netid","identity_status":"source_identified","name":"Erick Molina Perez","email":"MOLINAPEREZ@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/ERICK_MOLINA_PEREZ"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1072","term_name":"Fall 2006","instructors":["JEAN-PAUL CHAVAS"],"a":8,"ab":6,"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":19,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1082","term_name":"Fall 2007","instructors":["JEAN-PAUL CHAVAS","JOHN MILES MORROW"],"a":7,"ab":4,"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":16,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1092","term_name":"Fall 2008","instructors":["DIEP PHAN","SHI GUANMING"],"a":7,"ab":9,"b":6,"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":24,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1102","term_name":"Fall 2009","instructors":["SHI GUANMING"],"a":4,"ab":9,"b":3,"bc":1,"c":0,"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":18,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1112","term_name":"Fall 2010","instructors":["SHI GUANMING"],"a":3,"ab":4,"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":1,"other":0,"total":18,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1122","term_name":"Fall 2011","instructors":["SHI GUANMING"],"a":5,"ab":8,"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":16,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1132","term_name":"Fall 2012","instructors":["SHI GUANMING"],"a":6,"ab":8,"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":18,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1142","term_name":"Fall 2013","instructors":["SHI GUANMING"],"a":4,"ab":3,"b":5,"bc":2,"c":1,"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":16,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1152","term_name":"Fall 2014","instructors":["SHI GUANMING"],"a":2,"ab":7,"b":5,"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":16,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1162","term_name":"Fall 2015","instructors":["SHI GUANMING"],"a":4,"ab":9,"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":17,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1172","term_name":"Fall 2016","instructors":["SHI GUANMING"],"a":5,"ab":5,"b":1,"bc":0,"c":0,"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":12,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1182","term_name":"Fall 2017","instructors":["SHI GUANMING"],"a":3,"ab":4,"b":2,"bc":0,"c":2,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":12,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1192","term_name":"Fall 2018","instructors":["SHI GUANMING"],"a":4,"ab":12,"b":7,"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":24,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1202","term_name":"Fall 2019","instructors":["SHI GUANMING"],"a":5,"ab":7,"b":6,"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":18,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1222","term_name":"Fall 2021","instructors":["SHI GUANMING"],"a":5,"ab":5,"b":7,"bc":3,"c":0,"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":21,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1232","term_name":"Fall 2022","instructors":["SHI GUANMING"],"a":5,"ab":6,"b":6,"bc":5,"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":22,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1242","term_name":"Fall 2023","instructors":["SHI GUANMING"],"a":6,"ab":1,"b":10,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":2,"no_work":0,"not_reported":0,"other":0,"total":21,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1252","term_name":"Fall 2024","instructors":["Paul Dower"],"a":14,"ab":6,"b":6,"bc":0,"c":0,"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":27,"source_aliases":["AAE 635"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"AAE 635","course_uid":"course_33543995b86dcc077dd0e1a4","term_id":"1262","term_name":"Fall 2025","instructors":["Paul Dower"],"a":6,"ab":2,"b":2,"bc":0,"c":0,"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":11,"source_aliases":["AAE 635"]}],"statistics":{"gpa":3.437,"graded":335,"counts":[103,115,95,18,3,1,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_33543995b86dcc077dd0e1a4-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_33543995b86dcc077dd0e1a4-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_33543995b86dcc077dd0e1a4-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_33543995b86dcc077dd0e1a4-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.437313432835821,"count":335,"university":{"size":4096,"gpaPercentile":22,"countPercentile":66,"medianCount":186,"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":12,"current":false},{"range":"2.8–3.2","count":324,"current":false},{"range":"3.2–3.6","count":1191,"current":true},{"range":"3.6–4.0","count":2568,"current":false}]},"departments":[{"subject":"AAE","comparison":{"size":43,"gpaPercentile":45,"countPercentile":69,"medianCount":108,"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":8,"current":false},{"range":"3.2–3.6","count":18,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}}]},"terms":{"1072":{"term":"1072","gpa":3.5789473684210527,"count":19,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1082":{"term":"1082","gpa":3.5625,"count":16,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1092":{"term":"1092","gpa":3.4782608695652173,"count":23,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1102":{"term":"1102","gpa":3.4705882352941178,"count":17,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1112":{"term":"1112","gpa":3.235294117647059,"count":17,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1122":{"term":"1122","gpa":3.5625,"count":16,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1132":{"term":"1132","gpa":3.5555555555555554,"count":18,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1142":{"term":"1142","gpa":3.2333333333333334,"count":15,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1152":{"term":"1152","gpa":3.28125,"count":16,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1162":{"term":"1162","gpa":3.5,"count":17,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1172":{"term":"1172","gpa":3.6818181818181817,"count":11,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1182":{"term":"1182","gpa":3.0833333333333335,"count":12,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1192":{"term":"1192","gpa":3.4347826086956523,"count":23,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1202":{"term":"1202","gpa":3.4722222222222223,"count":18,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1222":{"term":"1222","gpa":3.3,"count":20,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1232":{"term":"1232","gpa":3.25,"count":22,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1242":{"term":"1242","gpa":3.289473684210526,"count":19,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1252":{"term":"1252","gpa":3.6538461538461537,"count":26,"university":null,"departments":[{"subject":"AAE","comparison":null}]},"1262":{"term":"1262","gpa":3.7,"count":10,"university":null,"departments":[{"subject":"AAE","comparison":null}]}},"benchmarks":{"all":{"school":{"size":4096,"gpa":3.6521809770952345,"topShare":81.43035380409547,"count":186},"AAE":{"size":43,"gpa":3.4805052081015226,"topShare":71.27387836723973,"count":108}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"AAE":null},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"AAE":null},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"AAE":null},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"AAE":null},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"AAE":null},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"AAE":null},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"AAE":null},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"AAE":null},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"AAE":null},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"AAE":null},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"AAE":{"size":10,"gpa":3.4048042329085866,"topShare":66.49204284839482,"count":51.5}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"AAE":{"size":11,"gpa":3.194011829740494,"topShare":54.43346092492995,"count":60}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"AAE":{"size":11,"gpa":3.4014118036114707,"topShare":69.75126403038601,"count":49}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"AAE":null},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"AAE":null},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"AAE":{"size":11,"gpa":3.4135482380136697,"topShare":64.80379498403573,"count":45}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"AAE":null},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"AAE":null},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"AAE":null}}}},"instructorTrends":[{"uid":"instructor_475d34dfa303d97dd29eb771","name":"SHI GUANMING","count":264,"terms":[{"term":"1092","count":23,"sections":1,"gpa":3.4782608695652173},{"term":"1102","count":17,"sections":1,"gpa":3.4705882352941178},{"term":"1112","count":17,"sections":1,"gpa":3.235294117647059},{"term":"1122","count":16,"sections":1,"gpa":3.5625},{"term":"1132","count":18,"sections":1,"gpa":3.5555555555555554},{"term":"1142","count":15,"sections":1,"gpa":3.2333333333333334},{"term":"1152","count":16,"sections":1,"gpa":3.28125},{"term":"1162","count":17,"sections":1,"gpa":3.5},{"term":"1172","count":11,"sections":1,"gpa":3.6818181818181817},{"term":"1182","count":12,"sections":1,"gpa":3.0833333333333335},{"term":"1192","count":23,"sections":1,"gpa":3.4347826086956523},{"term":"1202","count":18,"sections":1,"gpa":3.4722222222222223},{"term":"1222","count":20,"sections":1,"gpa":3.3},{"term":"1232","count":22,"sections":1,"gpa":3.25},{"term":"1242","count":19,"sections":1,"gpa":3.289473684210526}]},{"uid":"instructor_ad4789e94d4270ca2d6079ac","name":"PAUL DOWER","count":36,"terms":[{"term":"1252","count":26,"sections":1,"gpa":3.6538461538461537},{"term":"1262","count":10,"sections":1,"gpa":3.7}]},{"uid":"instructor_cdd5f30cbe928bb6429fcb49","name":"JEAN-PAUL CHAVAS","count":35,"terms":[{"term":"1072","count":19,"sections":1,"gpa":3.5789473684210527},{"term":"1082","count":16,"sections":1,"gpa":3.5625}]},{"uid":"instructor_718d57439c1f6c9942a1b3a8","name":"DIEP PHAN","count":23,"terms":[{"term":"1092","count":23,"sections":1,"gpa":3.4782608695652173}]},{"uid":"instructor_c8450c51b3a5546d46ceb638","name":"JOHN MILES MORROW","count":16,"terms":[{"term":"1082","count":16,"sections":1,"gpa":3.5625}]}],"following":[{"code":"AAE 641","title":"FOUNDATIONS OF AGRICULTURAL ECONOMICS"},{"code":"AAE 642","title":"FOUNDATIONS OF DEVELOPMENT ECONOMICS"},{"code":"AAE 643","title":"FOUNDATIONS OF ENVIRONMENTAL AND NATURAL RESOURCE ECONOMICS"},{"code":"AAE 705","title":"APPLIED MICROECONOMICS"},{"code":"AAE 706","title":"APPLIED RISK ANALYSIS"}],"projection":null}}