{"schema_version":1,"url":"https://uwcourses.com/courses/CHEM_960","title":"CHEM 960: Seminar-physical Chemistry | 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":"0ff3ec116e18e7f545bc402ca7fe4445428fbf5e83ddf5ad83e5e7a86f72d776","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","catalog_version_id":"000ebd8a3cc9964d564d276a54c7ad36ef45b9d67b503582582804737e1aa27a","course_number":960,"subjects":["CHEM"],"title":"SEMINAR-PHYSICAL CHEMISTRY","description":"Presentations of recent research in physical chemistry and related areas by external and internal speakers.","requirements_text":"Graduate/professional standing","credits_min":0,"credits_max":2,"credit_offering_ids":["1272:224:002867"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"8982f5639776b9abda2bcd09110d4ccc184b5e92db192a1becc43874f132c87f","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"CHEM 960 is a graduate seminar in physical chemistry featuring presentations of recent research by external and internal speakers.","llm_topics":["Physical chemistry research"],"llm_skills":["Research presentation skills"],"llm_assumed_background":["Graduate or professional student standing"],"llm_search_phrases":["physical chemistry seminar","graduate chemistry research","CHEM 960 physical chemistry","chemistry graduate seminar"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"a4f74e0e260bee5272163a17786b0974278208ba42f821b3be516964bd05e4d2","course_id":"CHEM 960","current_instructors":[{"instructor_uid":"instructor_4db71a59c529470abd76f08c","message":"No course-specific reviews available","name":"Etienne Garand","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1979194","summary":[]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"CHEM 960","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"6e391657-d5ad-39d1-aa7f-917a91a0654a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"CHEM 960","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"6e391657-d5ad-39d1-aa7f-917a91a0654a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"CHEM 960","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"6e391657-d5ad-39d1-aa7f-917a91a0654a","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 3.70 GPA, 90.0% A/AB (n=10 letter grades); Spring 2025: 3.91 GPA, 100.0% A/AB (n=16 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=7 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":[{"instructor_uid":"instructor_4db71a59c529470abd76f08c","source":"enrollment","source_instructor_id":"egarand","identity_basis":"netid","identity_status":"source_identified","name":"Etienne Garand","email":"EGARAND@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":59,"quality":4.75,"difficulty":3.83,"quality_count":59,"difficulty_count":59,"profile_id":"rmp:1979194","source_url":"https://www.ratemyprofessors.com/professor/1979194","match_basis":"exact_name","observed_at":"2026-09-07 16:40:10.064814+00:00","courses":{"course_985c13fd69b6b0b94db23002":{"review_count":6,"quality":4.83,"difficulty":3,"quality_count":6,"difficulty_count":6},"course_f4c1d40f8af1545c1ccf8488":{"review_count":52,"quality":4.75,"difficulty":3.9,"quality_count":52,"difficulty_count":52}},"bayesian_quality":4.473971084442176,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ETIENNE_GARAND"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:224:002867","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1272","source_course_id":"002867","source_subject_id":"224","title":"Seminar-Physical Chemistry","credits_min":0,"credits_max":2,"typically_offered":"Occasionally"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:12820","term_id":"1272","source_section_id":"12820","identity_basis":"class_number","section_number":"001","section_type":"SEM","instruction_mode":"Classroom Instruction","capacity":51,"enrolled":24,"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_7117d157269efb730bae9e78","source":"madgrades","source_instructor_id":"2600073","identity_basis":"source_id","identity_status":"source_identified","name":"GILBERT NATHANSON","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":62,"quality":4.69,"difficulty":3.08,"quality_count":62,"difficulty_count":62,"profile_id":"rmp:391011","source_url":"https://www.ratemyprofessors.com/professor/391011","match_basis":"exact_name","observed_at":"2026-09-07 16:38:23.737979+00:00","courses":{"course_c6c64d7584708e58ca90e23d":{"review_count":55,"quality":4.69,"difficulty":3,"quality_count":55,"difficulty_count":55},"course_6c23abb86fb1851e6a100c80":{"review_count":3,"quality":4.33,"difficulty":4.67,"quality_count":3,"difficulty_count":3}},"bayesian_quality":4.438703849645512,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.038,"graded":6002,"counts":[1700,895,1489,744,857,263,54],"sections":98},"instructor_url":"/instructors/GILBERT_NATHANSON--instructor_7117d157269efb730bae9e78"},{"instructor_uid":"instructor_597383e6cde1f3857c55cb50","source":"madgrades","source_instructor_id":"990588","identity_basis":"source_id","identity_status":"source_identified","name":"MARTIN ZANNI","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":137,"quality":4.01,"difficulty":3.42,"quality_count":137,"difficulty_count":137,"profile_id":"rmp:147041","source_url":"https://www.ratemyprofessors.com/professor/147041","match_basis":"exact_name","observed_at":"2026-09-07 16:20:19.036335+00:00","courses":{"course_985c13fd69b6b0b94db23002":{"review_count":7,"quality":4.29,"difficulty":3.71,"quality_count":7,"difficulty_count":7},"course_c6c64d7584708e58ca90e23d":{"review_count":61,"quality":4.07,"difficulty":3.49,"quality_count":61,"difficulty_count":61},"course_f4c1d40f8af1545c1ccf8488":{"review_count":60,"quality":3.98,"difficulty":3.32,"quality_count":60,"difficulty_count":60},"course_1892a0df3dfd0788ad8a857d":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.9653739851651717,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.064,"graded":3385,"counts":[989,578,796,374,455,158,35],"sections":107},"instructor_url":"/instructors/MARTIN_ZANNI--instructor_597383e6cde1f3857c55cb50"},{"instructor_uid":"instructor_fd6a8be6e09ec7677f105f48","source":"madgrades","source_instructor_id":"166638","identity_basis":"source_id","identity_status":"source_identified","name":"EDWIN SIBERT","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":129,"quality":3.4,"difficulty":3.33,"quality_count":129,"difficulty_count":129,"profile_id":"rmp:414685","source_url":"https://www.ratemyprofessors.com/professor/414685","match_basis":"exact_name","observed_at":"2026-09-07 16:41:56.821712+00:00","courses":{"course_4c0d8abb0c7e295314024163":{"review_count":1,"quality":3,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_c6c64d7584708e58ca90e23d":{"review_count":97,"quality":3.52,"difficulty":3.21,"quality_count":97,"difficulty_count":97},"course_1892a0df3dfd0788ad8a857d":{"review_count":3,"quality":3.67,"difficulty":2.67,"quality_count":3,"difficulty_count":3},"course_a7668536d1e53aaa1b329b21":{"review_count":5,"quality":3.6,"difficulty":3.6,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.434857152153905,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.991,"graded":3518,"counts":[1002,474,892,379,516,200,55],"sections":41},"instructor_url":"/instructors/EDWIN_SIBERT--instructor_fd6a8be6e09ec7677f105f48"},{"instructor_uid":"instructor_647a8d67197860167c99331d","source":"madgrades","source_instructor_id":"2601560","identity_basis":"source_id","identity_status":"source_identified","name":"F CRIM","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":3.232,"graded":563,"counts":[196,91,150,70,40,12,4],"sections":23},"instructor_url":"/instructors/F_CRIM"},{"instructor_uid":"instructor_ee43157da2845aafb7575e67","source":"madgrades","source_instructor_id":"2602048","identity_basis":"source_id","identity_status":"source_identified","name":"JAMES SKINNER","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":8,"quality":4.38,"difficulty":4.12,"quality_count":8,"difficulty_count":8,"profile_id":"rmp:1555016","source_url":"https://www.ratemyprofessors.com/professor/1555016","match_basis":"exact_name","observed_at":"2026-09-07 16:34:32.205676+00:00","courses":{"course_985c13fd69b6b0b94db23002":{"review_count":7,"quality":4.29,"difficulty":4.14,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.865489845390425,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.499,"graded":362,"counts":[143,118,78,13,7,1,2],"sections":32},"instructor_url":"/instructors/JAMES_SKINNER--instructor_ee43157da2845aafb7575e67"},{"instructor_uid":"instructor_50a8e1c60e57b4d1ead909be","source":"madgrades","source_instructor_id":"3382545","identity_basis":"source_id","identity_status":"source_identified","name":"QIANG CUI","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":36,"quality":2.89,"difficulty":3.5,"quality_count":36,"difficulty_count":36,"profile_id":"rmp:251368","source_url":"https://www.ratemyprofessors.com/professor/251368","match_basis":"exact_name","observed_at":"2026-09-07 16:11:10.671324+00:00","courses":{"course_985c13fd69b6b0b94db23002":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_c6c64d7584708e58ca90e23d":{"review_count":26,"quality":2.69,"difficulty":3.5,"quality_count":26,"difficulty_count":26},"course_1892a0df3dfd0788ad8a857d":{"review_count":2,"quality":2,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_4c0d8abb0c7e295314024163":{"review_count":5,"quality":3.8,"difficulty":3.6,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.1648877798380703,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.245,"graded":758,"counts":[242,158,205,86,47,15,5],"sections":46},"instructor_url":"/instructors/QIANG_CUI"},{"instructor_uid":"instructor_026b9b200a355d852175c6a4","source":"madgrades","source_instructor_id":"2601525","identity_basis":"source_id","identity_status":"source_identified","name":"ARUN YETHIRAJ","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":2.32,"difficulty":4.58,"quality_count":19,"difficulty_count":19,"profile_id":"rmp:1864423","source_url":"https://www.ratemyprofessors.com/professor/1864423","match_basis":"exact_name","observed_at":"2026-09-07 16:54:08.682821+00:00","courses":{"course_e417e49826c79d82de86997c":{"review_count":4,"quality":2.5,"difficulty":4.5,"quality_count":4,"difficulty_count":4},"course_6c23abb86fb1851e6a100c80":{"review_count":2,"quality":3,"difficulty":4.5,"quality_count":2,"difficulty_count":2},"course_4c0d8abb0c7e295314024163":{"review_count":7,"quality":1,"difficulty":5,"quality_count":7,"difficulty_count":7},"course_985c13fd69b6b0b94db23002":{"review_count":6,"quality":3.5,"difficulty":4.17,"quality_count":6,"difficulty_count":6}},"bayesian_quality":3.0070183505367156,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.37,"graded":903,"counts":[337,241,196,67,40,16,6],"sections":81},"instructor_url":"/instructors/ARUN_YETHIRAJ--instructor_026b9b200a355d852175c6a4"},{"instructor_uid":"instructor_0ece2163251c4960a6401478","source":"madgrades","source_instructor_id":"2601806","identity_basis":"source_id","identity_status":"source_identified","name":"MARK EDIGER","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":12,"quality":5,"difficulty":3.33,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:1116290","source_url":"https://www.ratemyprofessors.com/professor/1116290","match_basis":"exact_name","observed_at":"2026-09-07 16:20:38.695563+00:00","courses":{"course_6c23abb86fb1851e6a100c80":{"review_count":10,"quality":5,"difficulty":3.2,"quality_count":10,"difficulty_count":10},"course_e417e49826c79d82de86997c":{"review_count":2,"quality":5,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.162303614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.169,"graded":956,"counts":[329,175,220,80,111,19,22],"sections":73},"instructor_url":"/instructors/MARK_EDIGER--instructor_0ece2163251c4960a6401478"},{"instructor_uid":"instructor_4a48a612052e5205c540f838","source":"madgrades","source_instructor_id":"3090526","identity_basis":"source_id","identity_status":"source_identified","name":"SILVIA CAVAGNERO","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":117,"quality":3.01,"difficulty":3.47,"quality_count":117,"difficulty_count":117,"profile_id":"rmp:129551","source_url":"https://www.ratemyprofessors.com/professor/129551","match_basis":"exact_name","observed_at":"2026-09-07 16:05:32.590762+00:00","courses":{"course_e07ac3ead3ec5b8d4f3eb185":{"review_count":7,"quality":3.86,"difficulty":3.29,"quality_count":7,"difficulty_count":7},"course_c2ae6c974269b52e4c300212":{"review_count":11,"quality":3.18,"difficulty":3.36,"quality_count":11,"difficulty_count":11},"course_1892a0df3dfd0788ad8a857d":{"review_count":31,"quality":2.58,"difficulty":4,"quality_count":31,"difficulty_count":31},"course_6c23abb86fb1851e6a100c80":{"review_count":2,"quality":5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_c6c64d7584708e58ca90e23d":{"review_count":32,"quality":2.53,"difficulty":2.88,"quality_count":32,"difficulty_count":32}},"bayesian_quality":3.1048446399338094,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.127,"graded":2238,"counts":[732,375,596,148,249,102,36],"sections":186},"instructor_url":"/instructors/SILVIA_CAVAGNERO--instructor_4a48a612052e5205c540f838"},{"instructor_uid":"instructor_7ff6461506f7dfe3abd1663d","source":"madgrades","source_instructor_id":"2600742","identity_basis":"source_id","identity_status":"source_identified","name":"JAMES WEISSHAAR","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":1,"quality":3,"difficulty":5,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:2267092","source_url":"https://www.ratemyprofessors.com/professor/2267092","match_basis":"exact_name","observed_at":"2026-09-07 16:34:28.313552+00:00","courses":{"course_985c13fd69b6b0b94db23002":{"review_count":1,"quality":3,"difficulty":5,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.6282721748062814,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.505,"graded":1012,"counts":[531,199,163,60,38,12,9],"sections":76},"instructor_url":"/instructors/JAMES_WEISSHAAR"},{"instructor_uid":"instructor_5018825b77e8f687daa4235a","source":"madgrades","source_instructor_id":"4945144","identity_basis":"source_id","identity_status":"source_identified","name":"RANDALL GOLDSMITH","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":46,"quality":4.37,"difficulty":3.74,"quality_count":46,"difficulty_count":46,"profile_id":"rmp:1811597","source_url":"https://www.ratemyprofessors.com/professor/1811597","match_basis":"exact_name","observed_at":"2026-09-07 16:10:38.166125+00:00","courses":{"course_4c0d8abb0c7e295314024163":{"review_count":3,"quality":1,"difficulty":4.33,"quality_count":3,"difficulty_count":3},"course_f4c1d40f8af1545c1ccf8488":{"review_count":1,"quality":5,"difficulty":1,"quality_count":1,"difficulty_count":1}},"bayesian_quality":4.154753267741393,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.379,"graded":1084,"counts":[419,276,235,80,49,18,7],"sections":110},"instructor_url":"/instructors/RANDALL_GOLDSMITH--instructor_5018825b77e8f687daa4235a"},{"instructor_uid":"instructor_7536f09148e56efcf673700f","source":"madgrades","source_instructor_id":"4894720","identity_basis":"source_id","identity_status":"source_identified","name":"YANG YANG","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":8,"quality":3.62,"difficulty":3.5,"quality_count":8,"difficulty_count":8,"profile_id":"rmp:3131256","source_url":"https://www.ratemyprofessors.com/professor/3131256","match_basis":"exact_name","observed_at":"2026-09-07 15:58:08.346465+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":4,"quality":4.25,"difficulty":3.75,"quality_count":4,"difficulty_count":4},"course_0002a781bc9543f3a2ac1a94":{"review_count":3,"quality":2.67,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":1,"quality":4,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.6483469882475683,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.089,"graded":799,"counts":[252,125,196,84,96,33,13],"sections":36},"instructor_url":"/instructors/YANG_YANG--instructor_7536f09148e56efcf673700f"},{"instructor_uid":"instructor_345fc6cb7841d474250fefde","source":"madgrades","source_instructor_id":"3340467","identity_basis":"source_id","identity_status":"source_identified","name":"HUANG XUHUI","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":3.453,"graded":310,"counts":[137,63,78,22,6,1,3],"sections":35},"instructor_url":"/instructors/HUANG_XUHUI"},{"instructor_uid":"instructor_cde6246437db081e66f2e8be","source":"madgrades","source_instructor_id":"6581867","identity_basis":"source_id","identity_status":"source_identified","name":"ZOE TODD","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":27,"quality":5,"difficulty":2.89,"quality_count":27,"difficulty_count":27,"profile_id":"rmp:2973328","source_url":"https://www.ratemyprofessors.com/professor/2973328","match_basis":"exact_name","observed_at":"2026-09-07 15:56:06.257392+00:00","courses":{"course_6c23abb86fb1851e6a100c80":{"review_count":12,"quality":5,"difficulty":2.92,"quality_count":12,"difficulty_count":12},"course_1892a0df3dfd0788ad8a857d":{"review_count":15,"quality":5,"difficulty":2.87,"quality_count":15,"difficulty_count":15}},"bayesian_quality":4.429653524913445,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.249,"graded":418,"counts":[162,59,98,43,46,10,0],"sections":36},"instructor_url":"/instructors/ZOE_TODD--instructor_cde6246437db081e66f2e8be"},{"instructor_uid":"instructor_4db71a59c529470abd76f08c","source":"enrollment","source_instructor_id":"egarand","identity_basis":"netid","identity_status":"source_identified","name":"Etienne Garand","email":"EGARAND@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":59,"quality":4.75,"difficulty":3.83,"quality_count":59,"difficulty_count":59,"profile_id":"rmp:1979194","source_url":"https://www.ratemyprofessors.com/professor/1979194","match_basis":"exact_name","observed_at":"2026-09-07 16:40:10.064814+00:00","courses":{"course_985c13fd69b6b0b94db23002":{"review_count":6,"quality":4.83,"difficulty":3,"quality_count":6,"difficulty_count":6},"course_f4c1d40f8af1545c1ccf8488":{"review_count":52,"quality":4.75,"difficulty":3.9,"quality_count":52,"difficulty_count":52}},"bayesian_quality":4.473971084442176,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/ETIENNE_GARAND"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1074","term_name":"Spring 2007","instructors":["GILBERT NATHANSON"],"a":6,"ab":7,"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":15,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1084","term_name":"Spring 2008","instructors":["Martin Zanni"],"a":15,"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":15,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1094","term_name":"Spring 2009","instructors":["EDWIN SIBERT"],"a":13,"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":13,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1104","term_name":"Spring 2010","instructors":["F CRIM"],"a":18,"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":20,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1114","term_name":"Spring 2011","instructors":["JAMES SKINNER"],"a":6,"ab":3,"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":11,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1124","term_name":"Spring 2012","instructors":["QIANG CUI"],"a":14,"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":15,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1134","term_name":"Spring 2013","instructors":["Martin Zanni"],"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":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1144","term_name":"Spring 2014","instructors":["Arun Yethiraj"],"a":9,"ab":3,"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":12,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1152","term_name":"Fall 2014","instructors":["Mark Ediger"],"a":0,"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":0,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1154","term_name":"Spring 2015","instructors":["Mark Ediger"],"a":8,"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":9,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1164","term_name":"Spring 2016","instructors":["Silvia Cavagnero"],"a":13,"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":13,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1172","term_name":"Fall 2016","instructors":["GILBERT NATHANSON"],"a":0,"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":0,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1174","term_name":"Spring 2017","instructors":["GILBERT NATHANSON"],"a":8,"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":10,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1184","term_name":"Spring 2018","instructors":["JAMES WEISSHAAR"],"a":11,"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":11,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1194","term_name":"Spring 2019","instructors":["Randall Goldsmith"],"a":8,"ab":7,"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":15,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1204","term_name":"Spring 2020","instructors":["Yang Yang"],"a":0,"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":0,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1224","term_name":"Spring 2022","instructors":["Yang Yang"],"a":14,"ab":3,"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":17,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1234","term_name":"Spring 2023","instructors":["HUANG XUHUI"],"a":15,"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":16,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1244","term_name":"Spring 2024","instructors":["Yang Yang"],"a":5,"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":10,"source_aliases":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1254","term_name":"Spring 2025","instructors":["Yang Yang"],"a":13,"ab":3,"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":["CHEM 960"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"CHEM 960","course_uid":"course_178ad9580aa881c721eeebd4","term_id":"1264","term_name":"Spring 2026","instructors":["Zoe Todd"],"a":7,"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":7,"source_aliases":["CHEM 960"]}],"statistics":{"gpa":3.9,"graded":234,"counts":[192,37,5,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_178ad9580aa881c721eeebd4-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_178ad9580aa881c721eeebd4-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_178ad9580aa881c721eeebd4-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_178ad9580aa881c721eeebd4-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.8995726495726495,"count":234,"university":{"size":4752,"gpaPercentile":77,"countPercentile":61,"medianCount":161.5,"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":15,"current":false},{"range":"2.8–3.2","count":373,"current":false},{"range":"3.2–3.6","count":1405,"current":false},{"range":"3.6–4.0","count":2959,"current":true}]},"departments":[{"subject":"CHEM","comparison":{"size":63,"gpaPercentile":81,"countPercentile":58,"medianCount":180,"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":10,"current":false},{"range":"3.2–3.6","count":20,"current":false},{"range":"3.6–4.0","count":32,"current":true}]}}]},"terms":{"1074":{"term":"1074","gpa":3.6333333333333333,"count":15,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1084":{"term":"1084","gpa":4,"count":15,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1094":{"term":"1094","gpa":4,"count":13,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1104":{"term":"1104","gpa":3.95,"count":20,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1114":{"term":"1114","gpa":3.6818181818181817,"count":11,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1124":{"term":"1124","gpa":3.966666666666667,"count":15,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1134":{"term":"1134","gpa":4,"count":9,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1144":{"term":"1144","gpa":3.875,"count":12,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1152":null,"1154":{"term":"1154","gpa":3.9444444444444446,"count":9,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1164":{"term":"1164","gpa":4,"count":13,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1172":null,"1174":{"term":"1174","gpa":3.9,"count":10,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1184":{"term":"1184","gpa":4,"count":11,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1194":{"term":"1194","gpa":3.7666666666666666,"count":15,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1204":null,"1224":{"term":"1224","gpa":3.911764705882353,"count":17,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1234":{"term":"1234","gpa":3.96875,"count":16,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1244":{"term":"1244","gpa":3.7,"count":10,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1254":{"term":"1254","gpa":3.90625,"count":16,"university":null,"departments":[{"subject":"CHEM","comparison":null}]},"1264":{"term":"1264","gpa":4,"count":7,"university":null,"departments":[{"subject":"CHEM","comparison":null}]}},"benchmarks":{"all":{"school":{"size":4752,"gpa":3.6500140266272285,"topShare":81.20041548010644,"count":161.5},"CHEM":{"size":63,"gpa":3.533750762621428,"topShare":73.05074265395898,"count":180}},"terms":{"1074":{"school":{"size":695,"gpa":3.3616924722887376,"topShare":63.22509110105764,"count":69},"CHEM":{"size":16,"gpa":3.183862694910066,"topShare":50.692062354497125,"count":101}},"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"CHEM":{"size":16,"gpa":3.19646157518628,"topShare":50.99068873463382,"count":104}},"1094":{"school":{"size":758,"gpa":3.3891454428111527,"topShare":64.36369814389255,"count":71},"CHEM":{"size":14,"gpa":3.127257414929551,"topShare":48.57794917764527,"count":105}},"1104":{"school":{"size":793,"gpa":3.384661458923085,"topShare":64.6614752434143,"count":66},"CHEM":{"size":15,"gpa":3.0923831644319106,"topShare":46.17829054769904,"count":96}},"1114":{"school":{"size":804,"gpa":3.3696004653806844,"topShare":64.0389334741844,"count":68},"CHEM":{"size":16,"gpa":3.1416431898447335,"topShare":48.50605959580571,"count":95}},"1124":{"school":{"size":821,"gpa":3.406589342026613,"topShare":66.35774230127205,"count":67},"CHEM":{"size":11,"gpa":3.00009829404877,"topShare":40.386475641461075,"count":125}},"1134":{"school":{"size":852,"gpa":3.4138934207568203,"topShare":66.35946578182744,"count":66},"CHEM":{"size":13,"gpa":3.0712245070405695,"topShare":43.986423028306916,"count":112}},"1144":{"school":{"size":878,"gpa":3.4092443327803017,"topShare":65.95978235963416,"count":64},"CHEM":{"size":16,"gpa":3.1400405732907273,"topShare":49.77082527078897,"count":78}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"CHEM":{"size":20,"gpa":3.1560346359283327,"topShare":49.443629267047456,"count":77.5}},"1154":{"school":{"size":935,"gpa":3.4282378385810093,"topShare":67.66674668721691,"count":63},"CHEM":{"size":15,"gpa":3.074828570608901,"topShare":45.19193989533826,"count":108}},"1164":{"school":{"size":965,"gpa":3.46491230798535,"topShare":69.92376287143657,"count":68},"CHEM":{"size":16,"gpa":3.0831029256897855,"topShare":45.24974143869341,"count":77}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"CHEM":{"size":17,"gpa":3.120888012090889,"topShare":47.979966774913905,"count":81}},"1174":{"school":{"size":955,"gpa":3.4597947384071412,"topShare":69.5290038366363,"count":69},"CHEM":{"size":15,"gpa":3.071259160236358,"topShare":45.02174854699933,"count":110}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"CHEM":{"size":16,"gpa":3.1596366804218503,"topShare":51.50478577154539,"count":95}},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"CHEM":{"size":17,"gpa":3.2196289081592724,"topShare":54.212547736882364,"count":74}},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"CHEM":{"size":15,"gpa":3.4161857657542165,"topShare":63.53888077881025,"count":77}},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"CHEM":{"size":18,"gpa":3.1975856789277377,"topShare":53.262174746478564,"count":76.5}},"1234":{"school":{"size":1188,"gpa":3.5799441677552393,"topShare":77.18256448537606,"count":65},"CHEM":{"size":15,"gpa":3.224552387014016,"topShare":55.55138371485057,"count":105}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"CHEM":{"size":14,"gpa":3.2715871328461685,"topShare":58.37000605983993,"count":94}},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"CHEM":{"size":14,"gpa":3.2145853218247424,"topShare":54.48470092016896,"count":113}},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"CHEM":{"size":16,"gpa":3.30291241465901,"topShare":59.91915071615351,"count":85}}}}},"instructorTrends":[{"uid":"instructor_7536f09148e56efcf673700f","name":"YANG YANG","count":43,"terms":[{"term":"1224","count":17,"sections":1,"gpa":3.911764705882353},{"term":"1244","count":10,"sections":1,"gpa":3.7},{"term":"1254","count":16,"sections":1,"gpa":3.90625}]},{"uid":"instructor_7117d157269efb730bae9e78","name":"GILBERT NATHANSON","count":25,"terms":[{"term":"1074","count":15,"sections":1,"gpa":3.6333333333333333},{"term":"1174","count":10,"sections":1,"gpa":3.9}]},{"uid":"instructor_597383e6cde1f3857c55cb50","name":"MARTIN ZANNI","count":24,"terms":[{"term":"1084","count":15,"sections":1,"gpa":4},{"term":"1134","count":9,"sections":1,"gpa":4}]},{"uid":"instructor_647a8d67197860167c99331d","name":"F CRIM","count":20,"terms":[{"term":"1104","count":20,"sections":1,"gpa":3.95}]},{"uid":"instructor_345fc6cb7841d474250fefde","name":"HUANG XUHUI","count":16,"terms":[{"term":"1234","count":16,"sections":1,"gpa":3.96875}]},{"uid":"instructor_5018825b77e8f687daa4235a","name":"RANDALL GOLDSMITH","count":15,"terms":[{"term":"1194","count":15,"sections":1,"gpa":3.7666666666666666}]},{"uid":"instructor_50a8e1c60e57b4d1ead909be","name":"QIANG CUI","count":15,"terms":[{"term":"1124","count":15,"sections":1,"gpa":3.966666666666667}]},{"uid":"instructor_4a48a612052e5205c540f838","name":"SILVIA CAVAGNERO","count":13,"terms":[{"term":"1164","count":13,"sections":1,"gpa":4}]},{"uid":"instructor_fd6a8be6e09ec7677f105f48","name":"EDWIN SIBERT","count":13,"terms":[{"term":"1094","count":13,"sections":1,"gpa":4}]},{"uid":"instructor_026b9b200a355d852175c6a4","name":"ARUN YETHIRAJ","count":12,"terms":[{"term":"1144","count":12,"sections":1,"gpa":3.875}]},{"uid":"instructor_7ff6461506f7dfe3abd1663d","name":"JAMES WEISSHAAR","count":11,"terms":[{"term":"1184","count":11,"sections":1,"gpa":4}]},{"uid":"instructor_ee43157da2845aafb7575e67","name":"JAMES SKINNER","count":11,"terms":[{"term":"1114","count":11,"sections":1,"gpa":3.6818181818181817}]},{"uid":"instructor_0ece2163251c4960a6401478","name":"MARK EDIGER","count":9,"terms":[{"term":"1154","count":9,"sections":1,"gpa":3.9444444444444446}]},{"uid":"instructor_cde6246437db081e66f2e8be","name":"ZOE TODD","count":7,"terms":[{"term":"1264","count":7,"sections":1,"gpa":4}]}],"following":[],"projection":null}}