{"schema_version":1,"url":"https://uwcourses.com/courses/COMPSCI_DS_ISYE_518","title":"COMPSCI/DS/ISYE 518: Wearable Technology | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T23:19:01.870283+00:00","courses":8951,"current_instructors":5754,"limited":false,"terms":["1272","1264","1262","1254","1252","1244","1242","1234","1232","1224","1222","1212","1204","1202","1194","1192","1184","1182","1174","1172","1164","1162","1154","1152","1144","1142","1134","1132","1124","1122","1114","1112","1104","1102","1094","1092","1084","1082","1074","1072"],"term":"1272","departments":[{"subject":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null,"site_commit":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"cab5d183cdadf57b38d1373503f034413160a043d6ad02f1db8922490be34a62","course_id":"COMPSCI/DS/ISYE 518","course_uid":"course_a8c45704b75d6c2bb35ddeb5","catalog_version_id":"bbcf1c7f3957251125b3606951d541d67167f572f110629b42c8e4397605728e","course_number":518,"subjects":["COMPSCI","DS","ISYE"],"title":"WEARABLE TECHNOLOGY","description":"Covers the design and construction of wearable computing platforms, combining technology with textiles and apparel. Intended for those with a background in textiles, computer science, engineering, or media arts. Explores fundamentals of electronic circuitry, programming, and maker skills, as well as applications such as sensor integration, interactive textiles, and wearable user interfaces.","requirements_text":"Sophomore standing","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"000deedabb0b59f16b01668ba2fd27a1fcc0db71b24c963dc52eecaa93f22f00","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"WEARABLE TECHNOLOGY covers the design and construction of wearable computing platforms, combining technology with textiles and apparel.","llm_topics":["Electronic circuitry","Programming","Maker skills","Sensor integration","Interactive textiles","Wearable user interfaces"],"llm_skills":["Design and construction of wearable computing platforms","Electronic circuitry, programming, and maker skills","Sensor integration, interactive textiles, and wearable user interfaces"],"llm_assumed_background":["Background in textiles, computer science, engineering, or media arts"],"llm_search_phrases":["wearable computing platforms","interactive textiles","sensor integration","wearable user interfaces","electronic circuitry programming"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"5d038f05c0a799297c13e1b96dea80355cba8233f2919e5f61fb46a799822ccd","course_id":"COMPSCI/DS/ISYE 518","current_instructors":[],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"COMPSCI/DS/ISYE 518","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"31542425-4016-37d0-bcf5-1b85cfced299","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1194","type":"grade"},{"course_id":"COMPSCI/DS/ISYE 518","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"31542425-4016-37d0-bcf5-1b85cfced299","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1222","type":"grade"},{"course_id":"COMPSCI/DS/ISYE 518","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"31542425-4016-37d0-bcf5-1b85cfced299","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1232","type":"grade"}],"text":"Recent recorded grades — Spring 2019: 3.80 GPA, 86.4% A/AB (n=22 letter grades); Fall 2021: 3.72 GPA, 90.0% A/AB (n=30 letter grades); Fall 2022: 3.65 GPA, 80.8% A/AB (n=26 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Sophomore standing","course":null,"evidence":"Sophomore standing","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_a88284af99e9e64293c99780","source":"madgrades","source_instructor_id":"1653746","identity_basis":"source_id","identity_status":"source_identified","name":"KEVIN PONTO","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":3.739,"graded":723,"counts":[521,98,71,10,18,2,3],"sections":76},"instructor_url":"/instructors/KEVIN_PONTO--instructor_a88284af99e9e64293c99780"},{"instructor_uid":"instructor_b453f7d48ac75f453c8b6d1d","source":"madgrades","source_instructor_id":"1325266","identity_basis":"source_id","identity_status":"source_identified","name":"MARIANNE FAIRBANKS","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":3.754,"graded":419,"counts":[318,53,27,7,6,5,3],"sections":100},"instructor_url":"/instructors/MARIANNE_FAIRBANKS--instructor_b453f7d48ac75f453c8b6d1d"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/DS/ISYE 518","course_uid":"course_a8c45704b75d6c2bb35ddeb5","term_id":"1194","term_name":"Spring 2019","instructors":["Kevin Ponto","Marianne Fairbanks"],"a":18,"ab":1,"b":2,"bc":0,"c":1,"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":23,"source_aliases":["COMPSCI/DS/ISYE 518"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/DS/ISYE 518","course_uid":"course_a8c45704b75d6c2bb35ddeb5","term_id":"1222","term_name":"Fall 2021","instructors":["Kevin Ponto","Marianne Fairbanks"],"a":22,"ab":5,"b":1,"bc":0,"c":1,"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":30,"source_aliases":["COMPSCI/DS/ISYE 518"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/DS/ISYE 518","course_uid":"course_a8c45704b75d6c2bb35ddeb5","term_id":"1232","term_name":"Fall 2022","instructors":["Kevin Ponto","Marianne Fairbanks"],"a":19,"ab":2,"b":1,"bc":2,"c":2,"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":26,"source_aliases":["COMPSCI/DS/ISYE 518"]}],"statistics":{"gpa":3.718,"graded":78,"counts":[59,8,4,2,4,1,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a8c45704b75d6c2bb35ddeb5-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a8c45704b75d6c2bb35ddeb5-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a8c45704b75d6c2bb35ddeb5-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.717948717948718,"count":78,"university":{"size":2340,"gpaPercentile":55,"countPercentile":49,"medianCount":79,"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":23,"current":false},{"range":"2.8–3.2","count":265,"current":false},{"range":"3.2–3.6","count":690,"current":false},{"range":"3.6–4.0","count":1362,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":73,"gpaPercentile":60,"countPercentile":32,"medianCount":143,"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":2,"current":false},{"range":"2.8–3.2","count":11,"current":false},{"range":"3.2–3.6","count":26,"current":false},{"range":"3.6–4.0","count":34,"current":true}]}},{"subject":"DS","comparison":{"size":29,"gpaPercentile":57,"countPercentile":75,"medianCount":61,"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":2,"current":false},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":20,"current":true}]}},{"subject":"ISYE","comparison":{"size":39,"gpaPercentile":53,"countPercentile":42,"medianCount":87,"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":2,"current":false},{"range":"3.2–3.6","count":12,"current":false},{"range":"3.6–4.0","count":25,"current":true}]}}]},"terms":{"1194":{"term":"1194","gpa":3.7954545454545454,"count":22,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"DS","comparison":null},{"subject":"ISYE","comparison":null}]},"1222":{"term":"1222","gpa":3.716666666666667,"count":30,"university":{"size":1157,"gpaPercentile":60,"countPercentile":0,"medianCount":64,"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":17,"current":false},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":351,"current":false},{"range":"3.6–4.0","count":614,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":46,"gpaPercentile":76,"countPercentile":0,"medianCount":94.5,"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":1,"current":false},{"range":"2.8–3.2","count":8,"current":false},{"range":"3.2–3.6","count":23,"current":false},{"range":"3.6–4.0","count":14,"current":true}]}},{"subject":"DS","comparison":{"size":12,"gpaPercentile":64,"countPercentile":0,"medianCount":40.5,"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":1,"current":false},{"range":"3.2–3.6","count":2,"current":false},{"range":"3.6–4.0","count":9,"current":true}]}},{"subject":"ISYE","comparison":{"size":24,"gpaPercentile":57,"countPercentile":0,"medianCount":48.5,"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":2,"current":false},{"range":"3.2–3.6","count":8,"current":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1232":{"term":"1232","gpa":3.6538461538461537,"count":26,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"DS","comparison":null},{"subject":"ISYE","comparison":null}]}},"benchmarks":{"all":{"school":{"size":2340,"gpa":3.612577116069446,"topShare":79.27985057069691,"count":79},"COMPSCI":{"size":73,"gpa":3.5190691174716324,"topShare":74.21769005733975,"count":143},"DS":{"size":29,"gpa":3.6232759360876408,"topShare":81.89118064683908,"count":61},"ISYE":{"size":39,"gpa":3.657904013414304,"topShare":81.77478665321875,"count":87}},"terms":{"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"COMPSCI":{"size":38,"gpa":3.3433846242383978,"topShare":63.409438479169644,"count":92},"DS":{"size":11,"gpa":3.5309138536745497,"topShare":77.20350801901606,"count":34},"ISYE":{"size":22,"gpa":3.629795980115166,"topShare":79.27647395270196,"count":65}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"COMPSCI":{"size":46,"gpa":3.4266761668874532,"topShare":68.93117403010548,"count":94.5},"DS":{"size":12,"gpa":3.6331242946101185,"topShare":83.46446070919158,"count":40.5},"ISYE":{"size":24,"gpa":3.5982967550887195,"topShare":79.26400318090532,"count":48.5}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"COMPSCI":{"size":50,"gpa":3.522872390836507,"topShare":74.11555010870671,"count":82.5},"DS":{"size":11,"gpa":3.7551425596820334,"topShare":88.13990152148047,"count":45},"ISYE":{"size":24,"gpa":3.6150976595453543,"topShare":79.79311993423791,"count":53}}}}},"instructorTrends":[{"uid":"instructor_a88284af99e9e64293c99780","name":"KEVIN PONTO","count":78,"terms":[{"term":"1194","count":22,"sections":1,"gpa":3.7954545454545454},{"term":"1222","count":30,"sections":1,"gpa":3.716666666666667},{"term":"1232","count":26,"sections":1,"gpa":3.6538461538461537}]},{"uid":"instructor_b453f7d48ac75f453c8b6d1d","name":"MARIANNE FAIRBANKS","count":78,"terms":[{"term":"1194","count":22,"sections":1,"gpa":3.7954545454545454},{"term":"1222","count":30,"sections":1,"gpa":3.716666666666667},{"term":"1232","count":26,"sections":1,"gpa":3.6538461538461537}]}],"following":[],"projection":null}}