{"schema_version":1,"url":"https://uwcourses.com/courses/COMPSCI_ECE_533","title":"COMPSCI/ECE 533: Image Processing | 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":"73aa750d2208753410e854dc4f21438379b378ed5d8be764efd83b471662a750","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","catalog_version_id":"30c0b211758ada944e012a8dc308a5193631908acf0c74b973ddb82b5d95b906","course_number":533,"subjects":["COMPSCI","ECE"],"title":"IMAGE PROCESSING","description":"Mathematical representation of continuous and digital images; models of image degradation; picture enhancement, restoration, segmentation, and coding; pattern recognition, tomography.","requirements_text":"E C E 330and (MATH 320or340), graduate/professional standing, or member of Engineering Guest Students","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:266:006415","1272:320:006415"],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"46760fd41359bc24be965d28e78fbdceea8c60552368521654f6c6305c79d791","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"COMPSCI/ECE 533 covers the mathematical representation of images, including degradation models, enhancement, restoration, segmentation, coding, pattern recognition, and tomography.","llm_topics":["Mathematical representation of continuous and digital images","Models of image degradation","Picture enhancement, restoration, segmentation, and coding","Pattern recognition and tomography"],"llm_skills":["Mathematical representation of images, image degradation modeling, enhancement, restoration, segmentation, coding, pattern recognition, and tomography."],"llm_assumed_background":["Background in signals and systems, linear algebra, and differential equations."],"llm_search_phrases":["image processing mathematical models","image enhancement restoration segmentation","pattern recognition tomography","linear algebra differential equations image processing"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"590690aeeee0306049cb01922b33a9429c05a29903e5a7b26e9848044aa332ed","course_id":"COMPSCI/ECE 533","current_instructors":[{"instructor_uid":"instructor_4711b21b49f9472e61cdc66f","message":"No course-specific reviews available","name":"Andreas Velten","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"COMPSCI/ECE 533","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"370be059-d2ff-365f-88ff-0d0663fc972c","source_record":{"entity_id":"370be059-d2ff-365f-88ff-0d0663fc972c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2025: 3.93 GPA, 97.7% A/AB (n=43 letter grades)."}]}],"difficulty_workload":[{"citations":[{"instructor_name":"Kangwook Lee","review_date":"2024-09-24 17:27:20 +0000 UTC","review_id":"ee99d480db6c158dcfee42a6","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2517429","source_review_id":"UmF0aW5nLTM5NzYyMTIx","source_url":"https://www.ratemyprofessors.com/professor/2517429","type":"review"}],"text":"Historical reviews indicate high difficulty, citing assignment errors and unclear problem explanations in class."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Kangwook Lee","review_date":"2020-04-19 19:39:34 +0000 UTC","review_id":"fe2ca885b9b7c0b97547b7d2","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2517429","source_review_id":"UmF0aW5nLTMzMDg1OTkw","source_url":"https://www.ratemyprofessors.com/professor/2517429","type":"review"},{"instructor_name":"Bernard Lesieutre","review_date":"2020-12-08 07:34:26 +0000 UTC","review_id":"f429f2613a31ece1c1844e7d","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1649338","source_review_id":"UmF0aW5nLTMzOTgyNjYz","source_url":"https://www.ratemyprofessors.com/professor/1649338","type":"review"},{"instructor_name":"Kangwook Lee","review_date":"2024-09-24 17:27:20 +0000 UTC","review_id":"ee99d480db6c158dcfee42a6","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2517429","source_review_id":"UmF0aW5nLTM5NzYyMTIx","source_url":"https://www.ratemyprofessors.com/professor/2517429","type":"review"}],"text":"Andreas Velten is the current instructor, but no reviews exist for his teaching. Historical reviews for Kangwook Lee and Bernard Lesieutre show conflicting experiences regarding clarity and rigor. Reviewers noted plagiarism enforcement issues and assignment errors under Lee, while Lesieutre was praised for clear lectures."}],"message":null,"offered":true,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Bernard Lesieutre","review_date":"2020-12-08 07:34:26 +0000 UTC","review_id":"f429f2613a31ece1c1844e7d","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1649338","source_review_id":"UmF0aW5nLTMzOTgyNjYz","source_url":"https://www.ratemyprofessors.com/professor/1649338","type":"review"}],"text":"Historical reviews describe the course as easy with clear instruction and available online lectures."},{"citations":[{"course_id":"COMPSCI/ECE 533","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"370be059-d2ff-365f-88ff-0d0663fc972c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1242","type":"grade"},{"course_id":"COMPSCI/ECE 533","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"370be059-d2ff-365f-88ff-0d0663fc972c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"COMPSCI/ECE 533","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"370be059-d2ff-365f-88ff-0d0663fc972c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.83 GPA, 97.1% A/AB (n=35 letter grades); Fall 2024: 3.87 GPA, 96.2% A/AB (n=52 letter grades); Fall 2025: 3.93 GPA, 97.7% A/AB (n=43 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Kangwook Lee","review_date":"2020-04-19 19:39:34 +0000 UTC","review_id":"fe2ca885b9b7c0b97547b7d2","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2517429","source_review_id":"UmF0aW5nLTMzMDg1OTkw","source_url":"https://www.ratemyprofessors.com/professor/2517429","type":"review"}],"text":"Historical reviews note strict plagiarism enforcement, including catching many students, but also criticize the instructor for failing to recognize plagiarism in a posted model project."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"COMPSCI/ECE 533","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"370be059-d2ff-365f-88ff-0d0663fc972c","source_record":{"entity_id":"370be059-d2ff-365f-88ff-0d0663fc972c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"ANDREAS VELTEN is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI/ECE 533","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"370be059-d2ff-365f-88ff-0d0663fc972c","source_record":{"entity_id":"370be059-d2ff-365f-88ff-0d0663fc972c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"}],"text":"BERNARD LESIEUTRE is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"E C E 330and (MATH 320or340), graduate/professional standing, or member of Engineering Guest Students","id":"n0","kind":"any"},{"children":["n4","n5"],"condition":null,"course":null,"evidence":"E C E 330and (MATH 320or340)","id":"n1","kind":"all"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n2","kind":"condition"},{"children":[],"condition":"member of Engineering Guest Students","course":null,"evidence":"member of Engineering Guest Students","id":"n3","kind":"condition"},{"children":[],"condition":null,"course":{"course_number":330,"minimum_grade":null,"subjects":["ECE"],"timing":"prior"},"evidence":"E C E 330","id":"n4","kind":"course"},{"children":["n6","n7"],"condition":null,"course":null,"evidence":"(MATH 320or340)","id":"n5","kind":"any"},{"children":[],"condition":null,"course":{"course_number":320,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 320","id":"n6","kind":"course"},{"children":[],"condition":null,"course":{"course_number":340,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"340","id":"n7","kind":"course"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_4711b21b49f9472e61cdc66f","source":"enrollment","source_instructor_id":"velten","identity_basis":"netid","identity_status":"source_identified","name":"Andreas Velten","email":"VELTEN@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/ANDREAS_VELTEN"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:266:006415","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1272","source_course_id":"006415","source_subject_id":"266","title":"Image Processing","credits_min":3,"credits_max":3,"typically_offered":"Fall"},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:320:006415","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1272","source_course_id":"006415","source_subject_id":"320","title":"Image Processing","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:1272:18668","term_id":"1272","source_section_id":"18668","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":50,"enrolled":10,"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:1272:18594","term_id":"1272","source_section_id":"18594","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":55,"enrolled":34,"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_08573dd5525332150a039cef","source":"madgrades","source_instructor_id":"2601961","identity_basis":"source_id","identity_status":"source_identified","name":"YU HU","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":3.136,"graded":2227,"counts":[506,568,608,332,141,35,37],"sections":198},"instructor_url":"/instructors/YU_HU"},{"instructor_uid":"instructor_49ad2008bae9eaafa29e17ca","source":"madgrades","source_instructor_id":"106073","identity_basis":"source_id","identity_status":"source_identified","name":"BILL SETHARES","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":3.621,"graded":1733,"counts":[1044,361,205,46,48,10,19],"sections":147},"instructor_url":"/instructors/BILL_SETHARES--instructor_49ad2008bae9eaafa29e17ca"},{"instructor_uid":"instructor_51612cd8ed110abb21d22d21","source":"madgrades","source_instructor_id":"4399467","identity_basis":"source_id","identity_status":"source_identified","name":"JALAL SULAIMAN","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":3.625,"graded":48,"counts":[24,18,4,0,1,1,0],"sections":2},"instructor_url":"/instructors/JALAL_SULAIMAN"},{"instructor_uid":"instructor_b70e039cc73d77d27bc6e56b","source":"madgrades","source_instructor_id":"3219643","identity_basis":"source_id","identity_status":"source_identified","name":"JOSEPH KARLS","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":3.282,"graded":39,"counts":[16,11,7,1,1,0,3],"sections":1},"instructor_url":"/instructors/JOSEPH_KARLS--instructor_b70e039cc73d77d27bc6e56b"},{"instructor_uid":"instructor_34cd6ba336e132d0316631f3","source":"madgrades","source_instructor_id":"5292307","identity_basis":"source_id","identity_status":"source_identified","name":"REBECCA LU","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":3.373,"graded":425,"counts":[169,87,117,24,18,6,4],"sections":37},"instructor_url":"/instructors/REBECCA_LU"},{"instructor_uid":"instructor_b7eae26f3a2c356c7034ca99","source":"madgrades","source_instructor_id":"4309802","identity_basis":"source_id","identity_status":"source_identified","name":"BERNARD LESIEUTRE","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":11,"quality":4.27,"difficulty":2.64,"quality_count":11,"difficulty_count":11,"profile_id":"rmp:1649338","source_url":"https://www.ratemyprofessors.com/professor/1649338","match_basis":"exact_name","observed_at":"2026-09-07 16:51:56.871027+00:00","courses":{"course_1c943aa88ab6f61c9fa4c558":{"review_count":6,"quality":3.83,"difficulty":2.5,"quality_count":6,"difficulty_count":6},"course_b679e3cf25eb2922e638a7d2":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_1d414842d040e66d0ee9e2ac":{"review_count":4,"quality":4.75,"difficulty":3,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.8762488926107066,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.519,"graded":1395,"counts":[780,217,223,73,85,8,9],"sections":152},"instructor_url":"/instructors/BERNARD_LESIEUTRE--instructor_b7eae26f3a2c356c7034ca99"},{"instructor_uid":"instructor_a0eec9fcc480dd17d62eed82","source":"madgrades","source_instructor_id":"3988123","identity_basis":"source_id","identity_status":"source_identified","name":"ANDREAS VELTEN","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":3.526,"graded":231,"counts":[132,37,30,12,18,1,1],"sections":59},"instructor_url":"/instructors/ANDREAS_VELTEN--instructor_a0eec9fcc480dd17d62eed82"},{"instructor_uid":"instructor_4711b21b49f9472e61cdc66f","source":"enrollment","source_instructor_id":"velten","identity_basis":"netid","identity_status":"source_identified","name":"Andreas Velten","email":"VELTEN@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/ANDREAS_VELTEN"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1072","term_name":"Fall 2006","instructors":["YU HU"],"a":4,"ab":5,"b":7,"bc":2,"c":3,"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":21,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1084","term_name":"Spring 2008","instructors":["Bill Sethares"],"a":9,"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":20,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1092","term_name":"Fall 2008","instructors":["Bill Sethares"],"a":6,"ab":8,"b":3,"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":19,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1102","term_name":"Fall 2009","instructors":["Bill Sethares"],"a":15,"ab":8,"b":4,"bc":0,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":28,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1112","term_name":"Fall 2010","instructors":["Bill Sethares","JALAL SULAIMAN"],"a":21,"ab":13,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":37,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1122","term_name":"Fall 2011","instructors":["Bill Sethares","JOSEPH KARLS"],"a":16,"ab":11,"b":7,"bc":1,"c":1,"d":0,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":39,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1132","term_name":"Fall 2012","instructors":["YU HU"],"a":5,"ab":3,"b":5,"bc":6,"c":3,"d":4,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":2,"no_work":1,"not_reported":0,"other":0,"total":29,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1142","term_name":"Fall 2013","instructors":["Bill Sethares"],"a":14,"ab":16,"b":15,"bc":2,"c":0,"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":48,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1152","term_name":"Fall 2014","instructors":["Bill Sethares"],"a":13,"ab":24,"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":43,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1162","term_name":"Fall 2015","instructors":["REBECCA LU"],"a":18,"ab":3,"b":4,"bc":0,"c":3,"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":28,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1174","term_name":"Spring 2017","instructors":["Bill Sethares"],"a":20,"ab":14,"b":7,"bc":1,"c":1,"d":0,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":45,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1182","term_name":"Fall 2017","instructors":["Bill Sethares"],"a":18,"ab":10,"b":11,"bc":1,"c":2,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":43,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1192","term_name":"Fall 2018","instructors":["Bill Sethares"],"a":23,"ab":20,"b":6,"bc":0,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1202","term_name":"Fall 2019","instructors":["Bill Sethares"],"a":57,"ab":4,"b":3,"bc":0,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":65,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1212","term_name":"Fall 2020","instructors":["BERNARD LESIEUTRE"],"a":52,"ab":3,"b":2,"bc":0,"c":1,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":59,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1222","term_name":"Fall 2021","instructors":["Bill Sethares"],"a":14,"ab":20,"b":5,"bc":1,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":41,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1232","term_name":"Fall 2022","instructors":["Bill Sethares"],"a":28,"ab":12,"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":2,"other":0,"total":48,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1242","term_name":"Fall 2023","instructors":["Bill Sethares"],"a":30,"ab":4,"b":0,"bc":0,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":35,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1252","term_name":"Fall 2024","instructors":["Bill Sethares"],"a":44,"ab":6,"b":0,"bc":0,"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":52,"source_aliases":["COMPSCI/ECE 533"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 533","course_uid":"course_b679e3cf25eb2922e638a7d2","term_id":"1262","term_name":"Fall 2025","instructors":["Andreas Velten"],"a":38,"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":43,"source_aliases":["COMPSCI/ECE 533"]}],"statistics":{"gpa":3.604,"graded":786,"counts":[445,196,97,14,18,5,11]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b679e3cf25eb2922e638a7d2-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b679e3cf25eb2922e638a7d2-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_b679e3cf25eb2922e638a7d2-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b679e3cf25eb2922e638a7d2-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b679e3cf25eb2922e638a7d2-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.604325699745547,"count":786,"university":{"size":4494,"gpaPercentile":39,"countPercentile":83,"medianCount":169,"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":16,"current":false},{"range":"2.8–3.2","count":376,"current":false},{"range":"3.2–3.6","count":1314,"current":false},{"range":"3.6–4.0","count":2788,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":100,"gpaPercentile":48,"countPercentile":67,"medianCount":423,"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":14,"current":false},{"range":"3.2–3.6","count":31,"current":false},{"range":"3.6–4.0","count":55,"current":true}]}},{"subject":"ECE","comparison":{"size":109,"gpaPercentile":57,"countPercentile":73,"medianCount":251,"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":12,"current":false},{"range":"3.2–3.6","count":48,"current":false},{"range":"3.6–4.0","count":49,"current":true}]}}]},"terms":{"1072":{"term":"1072","gpa":3.119047619047619,"count":21,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1084":{"term":"1084","gpa":3.65,"count":20,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1092":{"term":"1092","gpa":3.5,"count":18,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1102":{"term":"1102","gpa":3.5714285714285716,"count":28,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1112":{"term":"1112","gpa":3.763888888888889,"count":36,"university":{"size":805,"gpaPercentile":83,"countPercentile":14,"medianCount":66,"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":45,"current":false},{"range":"2.8–3.2","count":218,"current":false},{"range":"3.2–3.6","count":316,"current":false},{"range":"3.6–4.0","count":225,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":27,"gpaPercentile":96,"countPercentile":38,"medianCount":41,"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":10,"current":false},{"range":"3.6–4.0","count":6,"current":true}]}},{"subject":"ECE","comparison":{"size":27,"gpaPercentile":92,"countPercentile":35,"medianCount":42,"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":14,"current":false},{"range":"3.2–3.6","count":4,"current":false},{"range":"3.6–4.0","count":7,"current":true}]}}]},"1122":{"term":"1122","gpa":3.282051282051282,"count":39,"university":{"size":804,"gpaPercentile":42,"countPercentile":18,"medianCount":70,"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":3,"current":false},{"range":"2.4–2.8","count":47,"current":false},{"range":"2.8–3.2","count":224,"current":false},{"range":"3.2–3.6","count":282,"current":true},{"range":"3.6–4.0","count":248,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":20,"gpaPercentile":58,"countPercentile":21,"medianCount":54.5,"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":10,"current":false},{"range":"3.2–3.6","count":8,"current":true},{"range":"3.6–4.0","count":1,"current":false}]}},{"subject":"ECE","comparison":{"size":25,"gpaPercentile":54,"countPercentile":29,"medianCount":49,"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":1,"current":false},{"range":"2.8–3.2","count":9,"current":false},{"range":"3.2–3.6","count":8,"current":true},{"range":"3.6–4.0","count":6,"current":false}]}}]},"1132":{"term":"1132","gpa":2.7115384615384617,"count":26,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1142":{"term":"1142","gpa":3.3958333333333335,"count":48,"university":{"size":853,"gpaPercentile":51,"countPercentile":32,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":4,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":228,"current":false},{"range":"3.2–3.6","count":320,"current":true},{"range":"3.6–4.0","count":268,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":28,"gpaPercentile":63,"countPercentile":52,"medianCount":47.5,"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":13,"current":false},{"range":"3.2–3.6","count":11,"current":true},{"range":"3.6–4.0","count":4,"current":false}]}},{"subject":"ECE","comparison":{"size":34,"gpaPercentile":64,"countPercentile":33,"medianCount":60,"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":13,"current":true},{"range":"3.6–4.0","count":8,"current":false}]}}]},"1152":{"term":"1152","gpa":3.5813953488372094,"count":43,"university":{"size":918,"gpaPercentile":67,"countPercentile":26,"medianCount":65,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":227,"current":false},{"range":"3.2–3.6","count":371,"current":true},{"range":"3.6–4.0","count":286,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":30,"gpaPercentile":72,"countPercentile":38,"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":2,"current":false},{"range":"2.8–3.2","count":9,"current":false},{"range":"3.2–3.6","count":11,"current":true},{"range":"3.6–4.0","count":8,"current":false}]}},{"subject":"ECE","comparison":{"size":30,"gpaPercentile":79,"countPercentile":28,"medianCount":62,"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":12,"current":false},{"range":"3.2–3.6","count":13,"current":true},{"range":"3.6–4.0","count":5,"current":false}]}}]},"1162":{"term":"1162","gpa":3.5892857142857144,"count":28,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1174":{"term":"1174","gpa":3.433333333333333,"count":45,"university":{"size":955,"gpaPercentile":46,"countPercentile":26,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":29,"current":false},{"range":"2.8–3.2","count":224,"current":false},{"range":"3.2–3.6","count":332,"current":true},{"range":"3.6–4.0","count":369,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":30,"gpaPercentile":59,"countPercentile":7,"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":1,"current":false},{"range":"2.8–3.2","count":13,"current":false},{"range":"3.2–3.6","count":7,"current":true},{"range":"3.6–4.0","count":9,"current":false}]}},{"subject":"ECE","comparison":{"size":32,"gpaPercentile":52,"countPercentile":10,"medianCount":85,"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":3,"current":false},{"range":"2.8–3.2","count":4,"current":false},{"range":"3.2–3.6","count":14,"current":true},{"range":"3.6–4.0","count":11,"current":false}]}}]},"1182":{"term":"1182","gpa":3.4069767441860463,"count":43,"university":{"size":1025,"gpaPercentile":42,"countPercentile":24,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":21,"current":false},{"range":"2.8–3.2","count":216,"current":false},{"range":"3.2–3.6","count":369,"current":true},{"range":"3.6–4.0","count":418,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":36,"gpaPercentile":60,"countPercentile":17,"medianCount":90.5,"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":13,"current":false},{"range":"3.2–3.6","count":11,"current":true},{"range":"3.6–4.0","count":11,"current":false}]}},{"subject":"ECE","comparison":{"size":40,"gpaPercentile":46,"countPercentile":23,"medianCount":63,"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":10,"current":false},{"range":"3.2–3.6","count":14,"current":true},{"range":"3.6–4.0","count":16,"current":false}]}}]},"1192":{"term":"1192","gpa":3.6,"count":50,"university":{"size":1077,"gpaPercentile":55,"countPercentile":34,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":203,"current":false},{"range":"3.2–3.6","count":370,"current":false},{"range":"3.6–4.0","count":481,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":38,"gpaPercentile":70,"countPercentile":16,"medianCount":95.5,"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":15,"current":false},{"range":"3.2–3.6","count":10,"current":false},{"range":"3.6–4.0","count":12,"current":true}]}},{"subject":"ECE","comparison":{"size":38,"gpaPercentile":68,"countPercentile":22,"medianCount":77,"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":9,"current":false},{"range":"3.2–3.6","count":16,"current":false},{"range":"3.6–4.0","count":13,"current":true}]}}]},"1202":{"term":"1202","gpa":3.8923076923076922,"count":65,"university":{"size":1102,"gpaPercentile":87,"countPercentile":47,"medianCount":68,"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":14,"current":false},{"range":"2.8–3.2","count":218,"current":false},{"range":"3.2–3.6","count":371,"current":false},{"range":"3.6–4.0","count":498,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":41,"gpaPercentile":90,"countPercentile":35,"medianCount":91,"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":1,"current":false},{"range":"2.8–3.2","count":13,"current":false},{"range":"3.2–3.6","count":15,"current":false},{"range":"3.6–4.0","count":11,"current":true}]}},{"subject":"ECE","comparison":{"size":37,"gpaPercentile":89,"countPercentile":39,"medianCount":78,"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":10,"current":false},{"range":"3.2–3.6","count":15,"current":false},{"range":"3.6–4.0","count":12,"current":true}]}}]},"1212":{"term":"1212","gpa":3.8389830508474576,"count":59,"university":{"size":1111,"gpaPercentile":75,"countPercentile":42,"medianCount":68,"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":4,"current":false},{"range":"2.8–3.2","count":159,"current":false},{"range":"3.2–3.6","count":337,"current":false},{"range":"3.6–4.0","count":611,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":42,"gpaPercentile":83,"countPercentile":20,"medianCount":96,"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":12,"current":false},{"range":"3.2–3.6","count":16,"current":false},{"range":"3.6–4.0","count":14,"current":true}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":85,"countPercentile":40,"medianCount":66,"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":5,"current":false},{"range":"3.2–3.6","count":19,"current":false},{"range":"3.6–4.0","count":17,"current":true}]}}]},"1222":{"term":"1222","gpa":3.5,"count":41,"university":{"size":1157,"gpaPercentile":37,"countPercentile":24,"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":true},{"range":"3.6–4.0","count":614,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":46,"gpaPercentile":62,"countPercentile":11,"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":true},{"range":"3.6–4.0","count":14,"current":false}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":55,"countPercentile":15,"medianCount":70,"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":7,"current":false},{"range":"3.2–3.6","count":18,"current":true},{"range":"3.6–4.0","count":16,"current":false}]}}]},"1232":{"term":"1232","gpa":3.739130434782609,"count":46,"university":{"size":1216,"gpaPercentile":62,"countPercentile":30,"medianCount":66,"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":2,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":356,"current":false},{"range":"3.6–4.0","count":670,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":50,"gpaPercentile":67,"countPercentile":14,"medianCount":82.5,"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":9,"current":false},{"range":"3.2–3.6","count":19,"current":false},{"range":"3.6–4.0","count":22,"current":true}]}},{"subject":"ECE","comparison":{"size":44,"gpaPercentile":79,"countPercentile":26,"medianCount":70,"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":16,"current":false},{"range":"3.6–4.0","count":17,"current":true}]}}]},"1242":{"term":"1242","gpa":3.8285714285714287,"count":35,"university":{"size":1295,"gpaPercentile":71,"countPercentile":13,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":11,"current":false},{"range":"2.8–3.2","count":162,"current":false},{"range":"3.2–3.6","count":394,"current":false},{"range":"3.6–4.0","count":726,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":52,"gpaPercentile":76,"countPercentile":14,"medianCount":99,"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":9,"current":false},{"range":"3.2–3.6","count":20,"current":false},{"range":"3.6–4.0","count":22,"current":true}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":83,"countPercentile":13,"medianCount":83,"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":false},{"range":"3.6–4.0","count":15,"current":true}]}}]},"1252":{"term":"1252","gpa":3.8653846153846154,"count":52,"university":{"size":1333,"gpaPercentile":76,"countPercentile":37,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":115,"current":false},{"range":"3.2–3.6","count":431,"current":false},{"range":"3.6–4.0","count":773,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":54,"gpaPercentile":79,"countPercentile":26,"medianCount":101,"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":22,"current":true}]}},{"subject":"ECE","comparison":{"size":44,"gpaPercentile":79,"countPercentile":28,"medianCount":74,"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":4,"current":false},{"range":"3.2–3.6","count":23,"current":false},{"range":"3.6–4.0","count":17,"current":true}]}}]},"1262":{"term":"1262","gpa":3.9302325581395348,"count":43,"university":{"size":1320,"gpaPercentile":84,"countPercentile":25,"medianCount":70,"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":8,"current":false},{"range":"2.8–3.2","count":133,"current":false},{"range":"3.2–3.6","count":381,"current":false},{"range":"3.6–4.0","count":797,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":53,"gpaPercentile":83,"countPercentile":8,"medianCount":82,"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":10,"current":false},{"range":"3.2–3.6","count":22,"current":false},{"range":"3.6–4.0","count":21,"current":true}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":88,"countPercentile":18,"medianCount":82,"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":17,"current":false},{"range":"3.6–4.0","count":16,"current":true}]}}]}},"benchmarks":{"all":{"school":{"size":4494,"gpa":3.6449593973629106,"topShare":80.89542283356607,"count":169},"COMPSCI":{"size":100,"gpa":3.575838866864248,"topShare":77.90726624853342,"count":423},"ECE":{"size":109,"gpa":3.5561360223514127,"topShare":75.73099752959024,"count":251}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"COMPSCI":{"size":13,"gpa":2.984228192055664,"topShare":46.24763313433178,"count":60},"ECE":{"size":22,"gpa":3.1987946107674805,"topShare":56.64446757576598,"count":47}},"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"COMPSCI":{"size":14,"gpa":3.144553029581605,"topShare":50.3940565180559,"count":59},"ECE":{"size":16,"gpa":3.0875185917763455,"topShare":46.018020594418786,"count":47.5}},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"COMPSCI":{"size":16,"gpa":3.14888347660136,"topShare":52.49548911325188,"count":66.5},"ECE":{"size":18,"gpa":3.260010533524362,"topShare":55.57892737058536,"count":46.5}},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"COMPSCI":{"size":19,"gpa":3.1851402069816737,"topShare":53.3667497934056,"count":61},"ECE":{"size":22,"gpa":3.165502628163506,"topShare":51.66541549824097,"count":48.5}},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"COMPSCI":{"size":27,"gpa":3.2907039795974518,"topShare":61.485726181424475,"count":41},"ECE":{"size":27,"gpa":3.2587548172943666,"topShare":57.4110194229183,"count":42}},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"COMPSCI":{"size":20,"gpa":3.20674670802027,"topShare":56.51588103392879,"count":54.5},"ECE":{"size":25,"gpa":3.270248107160397,"topShare":57.95297253539389,"count":49}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"COMPSCI":{"size":23,"gpa":3.2325357852525465,"topShare":57.33650851473996,"count":56},"ECE":{"size":31,"gpa":3.341669205733449,"topShare":60.24866562304859,"count":53}},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"COMPSCI":{"size":28,"gpa":3.279575360328891,"topShare":60.13197427273153,"count":47.5},"ECE":{"size":34,"gpa":3.308741102061444,"topShare":59.724830536617226,"count":60}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"COMPSCI":{"size":30,"gpa":3.3169698368361287,"topShare":64.20051564737066,"count":48.5},"ECE":{"size":30,"gpa":3.3140597882926164,"topShare":61.06564628590848,"count":62}},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"COMPSCI":{"size":35,"gpa":3.3323013900568625,"topShare":63.38685451839816,"count":56},"ECE":{"size":32,"gpa":3.319518625747047,"topShare":59.51472818692325,"count":68}},"1174":{"school":{"size":955,"gpa":3.4597947384071412,"topShare":69.5290038366363,"count":69},"COMPSCI":{"size":30,"gpa":3.3383019285046376,"topShare":63.22952984555728,"count":108},"ECE":{"size":32,"gpa":3.4125499296052797,"topShare":66.90263468847662,"count":85}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"COMPSCI":{"size":36,"gpa":3.352907303323745,"topShare":63.88103454195665,"count":90.5},"ECE":{"size":40,"gpa":3.456923604087721,"topShare":68.99771043518125,"count":63}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"COMPSCI":{"size":38,"gpa":3.3453717241366854,"topShare":64.2917310505246,"count":95.5},"ECE":{"size":38,"gpa":3.447533461703932,"topShare":70.3070826404184,"count":77}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"COMPSCI":{"size":41,"gpa":3.3598624373657553,"topShare":65.26544910639922,"count":91},"ECE":{"size":37,"gpa":3.4499953407109865,"topShare":70.66752329901533,"count":78}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"COMPSCI":{"size":42,"gpa":3.450396020252364,"topShare":69.90950224603134,"count":96},"ECE":{"size":41,"gpa":3.5390420098740205,"topShare":74.4144228117487,"count":66}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"COMPSCI":{"size":46,"gpa":3.4266761668874532,"topShare":68.93117403010548,"count":94.5},"ECE":{"size":41,"gpa":3.502469130958549,"topShare":72.06914460291064,"count":70}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"COMPSCI":{"size":50,"gpa":3.522872390836507,"topShare":74.11555010870671,"count":82.5},"ECE":{"size":44,"gpa":3.4583903966894223,"topShare":70.01102622146537,"count":70}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"COMPSCI":{"size":52,"gpa":3.5206188715369935,"topShare":74.2043106737207,"count":99},"ECE":{"size":41,"gpa":3.4916867437115484,"topShare":71.95296745580877,"count":83}},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"COMPSCI":{"size":54,"gpa":3.5244021201456657,"topShare":75.07938169795783,"count":101},"ECE":{"size":44,"gpa":3.5595929340853747,"topShare":76.26079811550397,"count":74}},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"COMPSCI":{"size":53,"gpa":3.533845597774486,"topShare":75.31824598445624,"count":82},"ECE":{"size":41,"gpa":3.5162416044524014,"topShare":73.72561877957347,"count":82}}}}},"instructorTrends":[{"uid":"instructor_49ad2008bae9eaafa29e17ca","name":"BILL SETHARES","count":609,"terms":[{"term":"1084","count":20,"sections":1,"gpa":3.65},{"term":"1092","count":18,"sections":1,"gpa":3.5},{"term":"1102","count":28,"sections":1,"gpa":3.5714285714285716},{"term":"1112","count":36,"sections":1,"gpa":3.763888888888889},{"term":"1122","count":39,"sections":1,"gpa":3.282051282051282},{"term":"1142","count":48,"sections":1,"gpa":3.3958333333333335},{"term":"1152","count":43,"sections":1,"gpa":3.5813953488372094},{"term":"1174","count":45,"sections":1,"gpa":3.433333333333333},{"term":"1182","count":43,"sections":1,"gpa":3.4069767441860463},{"term":"1192","count":50,"sections":1,"gpa":3.6},{"term":"1202","count":65,"sections":1,"gpa":3.8923076923076922},{"term":"1222","count":41,"sections":1,"gpa":3.5},{"term":"1232","count":46,"sections":1,"gpa":3.739130434782609},{"term":"1242","count":35,"sections":1,"gpa":3.8285714285714287},{"term":"1252","count":52,"sections":1,"gpa":3.8653846153846154}]},{"uid":"instructor_b7eae26f3a2c356c7034ca99","name":"BERNARD LESIEUTRE","count":59,"terms":[{"term":"1212","count":59,"sections":1,"gpa":3.8389830508474576}]},{"uid":"instructor_08573dd5525332150a039cef","name":"YU HU","count":47,"terms":[{"term":"1072","count":21,"sections":1,"gpa":3.119047619047619},{"term":"1132","count":26,"sections":1,"gpa":2.7115384615384617}]},{"uid":"instructor_a0eec9fcc480dd17d62eed82","name":"ANDREAS VELTEN","count":43,"terms":[{"term":"1262","count":43,"sections":1,"gpa":3.9302325581395348}]},{"uid":"instructor_b70e039cc73d77d27bc6e56b","name":"JOSEPH KARLS","count":39,"terms":[{"term":"1122","count":39,"sections":1,"gpa":3.282051282051282}]},{"uid":"instructor_51612cd8ed110abb21d22d21","name":"JALAL SULAIMAN","count":36,"terms":[{"term":"1112","count":36,"sections":1,"gpa":3.763888888888889}]},{"uid":"instructor_34cd6ba336e132d0316631f3","name":"REBECCA LU","count":28,"terms":[{"term":"1162","count":28,"sections":1,"gpa":3.5892857142857144}]}],"following":[],"projection":{"target":"1272","interval":{"lower":3.58,"upper":4,"coverage":80,"terms":5},"gpa":3.8139162147018193,"grades":[{"grade":"A","percentage":76.17595859930549},{"grade":"AB","percentage":17.606017988594353},{"grade":"B","percentage":4.164375361772241},{"grade":"BC","percentage":0.2971871698726507},{"grade":"C","percentage":0.9153150514407058},{"grade":"D","percentage":0},{"grade":"F","percentage":0.8411458290145559}],"sourceTerms":["1262","1252","1242","1232","1222"],"sourceCount":217,"sameSeason":true,"historicalRange":[3.5,3.930232558139535],"backtest":{"terms":5,"gpaError":0.13906885600883268,"mixError":20.12818136964231}}}}