{"schema_version":1,"url":"https://uwcourses.com/courses/COMPSCI_ECE_ISYE_524","title":"COMPSCI/ECE/ISYE 524: Introduction to Optimization | 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":"57472e9b4764a7f67f58fab6e23be62c236b865c1d44366753626d7088c6a167","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","catalog_version_id":"1902a01707fd2e15dd6c5b9cfb1b8f7e3eaca035a8db109026abe18a8bb70160","course_number":524,"subjects":["COMPSCI","ECE","ISYE"],"title":"INTRODUCTION TO OPTIMIZATION","description":"Introduction to mathematical optimization from a modeling and solution perspective. Formulation of applications as discrete and continuous optimization problems and equilibrium models. Survey and appropriate usage of basic algorithms, data and software tools, including modeling languages and subroutine libraries.","requirements_text":"(COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300) and (MATH 320,340,341, or375) or graduate/professional standing","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:266:024408","1272:320:024408","1272:490:024408"],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"5cf26f77a13151941d3a9b998009fcbc2dbc9a81553ef458291e9dca814080ba","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Introduction to mathematical optimization, covering formulation of discrete and continuous problems and equilibrium models, and usage of algorithms and software tools.","llm_topics":["Discrete and continuous optimization problems","Equilibrium models","Optimization algorithms and software tools"],"llm_skills":["Formulating applications as optimization and equilibrium models","Using algorithms, data structures, and software tools for optimization"],"llm_assumed_background":["Programming fundamentals and data structures","Linear algebra and differential equations"],"llm_search_phrases":["mathematical optimization modeling","discrete continuous optimization problems","equilibrium models algorithms","optimization software tools","modeling languages subroutine libraries"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"8b76fe0b333cc81a26bc7e67ca72a95e10d96b672bc817ccc0d43ce1311b417c","course_id":"COMPSCI/ECE/ISYE 524","current_instructors":[{"instructor_uid":"instructor_88b50100bedfe361746dd123","message":null,"name":"Jeffrey Linderoth","review_status":"supported","rmp_instructor_id":"rmp:1472025","summary":[{"citations":[{"instructor_name":"Jeff Linderoth","review_date":"2024-03-18 17:03:39 +0000 UTC","review_id":"4e3fe9cb1a630bd64ae04686","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5MDU5OTgw","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2024-04-28 16:21:25 +0000 UTC","review_id":"ec26bdb44745b4d48647d409","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5MTcxODQz","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-13 14:57:18 +0000 UTC","review_id":"d1de49db403c61f0ba734110","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMjY1NzU4","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"}],"text":"Jeffrey Linderoth delivers enthusiastic, engaging lectures that make complex optimization topics enjoyable and interesting. He provides comprehensive course materials, including recordings and notes, and his TAs are reported as helpful and caring toward students."},{"citations":[{"instructor_name":"Jeff Linderoth","review_date":"2024-05-13 15:11:36 +0000 UTC","review_id":"b837049c3d07a436f38dccb4","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5NDQ5Mzg1","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-19 19:24:29 +0000 UTC","review_id":"32877232a079784ffd2f7002","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMzIzNDMy","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-09-22 18:09:05 +0000 UTC","review_id":"2fe1b189e2f2cf0010686ff7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxNjU3NTI5","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"}],"text":"Some students criticize Linderoth for an arrogant attitude and for calling out absentees. Others report significant organizational issues, including late or error-prone homework assignments, a lack of guidance on the final project, and unclear evaluation criteria."},{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"}],"text":"Recent recorded grades — Spring 2023: 3.42 GPA, 61.5% A/AB (n=13 letter grades); Spring 2024: 3.21 GPA, 55.0% A/AB (n=151 letter grades); Spring 2025: 3.37 GPA, 59.4% A/AB (n=64 letter grades). Includes jointly taught sections."}]}],"difficulty_workload":[{"citations":[{"instructor_name":"Jeff Linderoth","review_date":"2024-04-28 16:21:25 +0000 UTC","review_id":"ec26bdb44745b4d48647d409","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5MTcxODQz","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-13 14:57:18 +0000 UTC","review_id":"d1de49db403c61f0ba734110","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMjY1NzU4","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-19 19:24:29 +0000 UTC","review_id":"32877232a079784ffd2f7002","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMzIzNDMy","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"}],"text":"The course is extremely difficult with long, challenging homework assignments that can take up to 20 hours, requiring substantial independent study time."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Laurent Lessard","review_date":"2017-01-18 02:01:24 +0000 UTC","review_id":"d393cba407876458aaf83012","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2227000","source_review_id":"UmF0aW5nLTI3NzQ3MDQy","source_url":"https://www.ratemyprofessors.com/professor/2227000","type":"review"},{"instructor_name":"Laurent Lessard","review_date":"2018-02-23 14:43:51 +0000 UTC","review_id":"353e5ffe87db118e33f6d690","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2227000","source_review_id":"UmF0aW5nLTI5NTkxMjUy","source_url":"https://www.ratemyprofessors.com/professor/2227000","type":"review"},{"instructor_name":"Laurent Lessard","review_date":"2018-04-19 14:34:31 +0000 UTC","review_id":"6f4ba649d2f20de95d18b4e3","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2227000","source_review_id":"UmF0aW5nLTI5ODQzNjgy","source_url":"https://www.ratemyprofessors.com/professor/2227000","type":"review"},{"instructor_name":"Laurent Lessard","review_date":"2018-05-24 00:52:53 +0000 UTC","review_id":"dc78b5f06be2f43aeca400ea","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2227000","source_review_id":"UmF0aW5nLTMwMTgxMTYy","source_url":"https://www.ratemyprofessors.com/professor/2227000","type":"review"}],"text":"Historical reviews of Laurent Lessard: Laurent Lessard is described as a clear, organized, and caring instructor who structures lectures well and answers questions effectively. Reviewers found his homework difficult but helpful for learning, and they highly recommended his teaching."}],"message":null,"offered":true,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Jeff Linderoth","review_date":"2024-03-18 17:03:39 +0000 UTC","review_id":"4e3fe9cb1a630bd64ae04686","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5MDU5OTgw","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2024-04-28 16:21:25 +0000 UTC","review_id":"ec26bdb44745b4d48647d409","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5MTcxODQz","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2024-05-13 15:11:36 +0000 UTC","review_id":"b837049c3d07a436f38dccb4","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5NDQ5Mzg1","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-13 14:57:18 +0000 UTC","review_id":"d1de49db403c61f0ba734110","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMjY1NzU4","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-19 19:24:29 +0000 UTC","review_id":"32877232a079784ffd2f7002","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMzIzNDMy","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-09-22 18:09:05 +0000 UTC","review_id":"2fe1b189e2f2cf0010686ff7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxNjU3NTI5","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"}],"text":"Jeffrey Linderoth delivers engaging, enthusiastic lectures that make complex optimization topics accessible, though students report significant variability in his demeanor and course organization."},{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2025: 3.42 GPA, 63.0% A/AB (n=154 letter grades); Fall 2025: 2.99 GPA, 54.4% A/AB (n=79 letter grades); Spring 2026: 3.22 GPA, 56.4% A/AB (n=101 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Jeff Linderoth","review_date":"2024-03-18 17:03:39 +0000 UTC","review_id":"4e3fe9cb1a630bd64ae04686","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5MDU5OTgw","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2024-05-13 15:11:36 +0000 UTC","review_id":"b837049c3d07a436f38dccb4","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTM5NDQ5Mzg1","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-05-19 19:24:29 +0000 UTC","review_id":"32877232a079784ffd2f7002","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxMzIzNDMy","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"},{"instructor_name":"Jeff Linderoth","review_date":"2025-09-22 18:09:05 +0000 UTC","review_id":"2fe1b189e2f2cf0010686ff7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1472025","source_review_id":"UmF0aW5nLTQxNjU3NTI5","source_url":"https://www.ratemyprofessors.com/professor/1472025","type":"review"}],"text":"Students appreciate posted recordings and helpful TAs, but criticize disorganized project guidance, unclear evaluation criteria, and occasional arrogant or sidetracked teaching styles."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"AMANDA SMITH is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"}],"text":"JEFFREY LINDEROTH is recorded teaching in Spring 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"}],"text":"LAURENT LESSARD is recorded teaching in Spring 2016, Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MICHAEL FERRIS is recorded teaching in Fall 2016, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"COMPSCI/ECE/ISYE 524","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e812e694-8224-30ee-b50c-eb515361b85b","source_record":{"entity_id":"e812e694-8224-30ee-b50c-eb515361b85b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"}],"text":"STEPHEN WRIGHT is recorded teaching in Fall 2018, Spring 2023. 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"],"condition":null,"course":null,"evidence":"(COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300) and (MATH 320,340,341, or375) or graduate/professional standing","id":"n0","kind":"any"},{"children":["n3","n4"],"condition":null,"course":null,"evidence":"(COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300) and (MATH 320,340,341, or375)","id":"n1","kind":"all"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n2","kind":"condition"},{"children":["n5","n6","n7","n8","n9","n10","n11"],"condition":null,"course":null,"evidence":"COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300","id":"n3","kind":"any"},{"children":["n12","n13","n14","n15"],"condition":null,"course":null,"evidence":"MATH 320,340,341, or375","id":"n4","kind":"any"},{"children":[],"condition":null,"course":{"course_number":200,"minimum_grade":null,"subjects":["COMPSCI"],"timing":"prior"},"evidence":"COMP SCI 200","id":"n5","kind":"course"},{"children":[],"condition":null,"course":{"course_number":220,"minimum_grade":null,"subjects":["COMPSCI"],"timing":"prior"},"evidence":"220","id":"n6","kind":"course"},{"children":[],"condition":null,"course":{"course_number":300,"minimum_grade":null,"subjects":["COMPSCI"],"timing":"prior"},"evidence":"300","id":"n7","kind":"course"},{"children":[],"condition":"301","course":null,"evidence":"301","id":"n8","kind":"condition"},{"children":[],"condition":"302","course":null,"evidence":"302","id":"n9","kind":"condition"},{"children":[],"condition":null,"course":{"course_number":310,"minimum_grade":null,"subjects":["COMPSCI"],"timing":"prior"},"evidence":"310","id":"n10","kind":"course"},{"children":[],"condition":"placement intoCOMP SCI 300","course":null,"evidence":"placement intoCOMP SCI 300","id":"n11","kind":"condition"},{"children":[],"condition":null,"course":{"course_number":320,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 320","id":"n12","kind":"course"},{"children":[],"condition":null,"course":{"course_number":340,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"340","id":"n13","kind":"course"},{"children":[],"condition":"341","course":null,"evidence":"341","id":"n14","kind":"condition"},{"children":[],"condition":"375","course":null,"evidence":"375","id":"n15","kind":"condition"}],"notes":["Updated evidence fields to use exact course codes/numbers as they appear in the requirements text to satisfy validation."],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_88b50100bedfe361746dd123","source":"enrollment","source_instructor_id":"linderoth","identity_basis":"netid","identity_status":"source_identified","name":"Jeffrey Linderoth","email":"LINDEROTH@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/JEFFREY_LINDEROTH"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:266:024408","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1272","source_course_id":"024408","source_subject_id":"266","title":"Introduction to Optimization","credits_min":3,"credits_max":3,"typically_offered":"Fall, Spring"},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:320:024408","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1272","source_course_id":"024408","source_subject_id":"320","title":"Introduction to Optimization","credits_min":3,"credits_max":3,"typically_offered":"Fall, Spring"},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:490:024408","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1272","source_course_id":"024408","source_subject_id":"490","title":"Introduction to Optimization","credits_min":3,"credits_max":3,"typically_offered":"Fall, Spring"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:36385","term_id":"1272","source_section_id":"36385","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":130,"enrolled":77,"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:1272:36386","term_id":"1272","source_section_id":"36386","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":130,"enrolled":22,"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:1272:36319","term_id":"1272","source_section_id":"36319","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":130,"enrolled":23,"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_cda48ee9d4f5608798e55a26","source":"madgrades","source_instructor_id":"5632976","identity_basis":"source_id","identity_status":"source_identified","name":"LAURENT LESSARD","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":4,"quality":5,"difficulty":3.25,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2227000","source_url":"https://www.ratemyprofessors.com/professor/2227000","match_basis":"exact_name","observed_at":"2026-09-07 16:23:54.908226+00:00","courses":{"course_dd8d2094feb4657373e2e2f3":{"review_count":4,"quality":5,"difficulty":3.25,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.8830714862888294,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.444,"graded":559,"counts":[228,156,107,36,27,2,3],"sections":30},"instructor_url":"/instructors/LAURENT_LESSARD"},{"instructor_uid":"instructor_b2b79e8f7cf2014ccc109e83","source":"madgrades","source_instructor_id":"1114818","identity_basis":"source_id","identity_status":"source_identified","name":"MICHAEL FERRIS","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":23,"quality":1.78,"difficulty":4.39,"quality_count":23,"difficulty_count":23,"profile_id":"rmp:926803","source_url":"https://www.ratemyprofessors.com/professor/926803","match_basis":"exact_name","observed_at":"2026-09-07 16:18:22.090012+00:00","courses":{"course_dd8d2094feb4657373e2e2f3":{"review_count":17,"quality":1.71,"difficulty":4.35,"quality_count":17,"difficulty_count":17},"course_639b02029dbf953b9704cd63":{"review_count":2,"quality":1.5,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_a04e8d794b24e3b81b984774":{"review_count":4,"quality":2.25,"difficulty":4.75,"quality_count":4,"difficulty_count":4}},"bayesian_quality":2.6542724574635326,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.119,"graded":1154,"counts":[363,258,206,154,94,53,26],"sections":137},"instructor_url":"/instructors/MICHAEL_FERRIS--instructor_b2b79e8f7cf2014ccc109e83"},{"instructor_uid":"instructor_69d654b959e9cbce04a965a5","source":"madgrades","source_instructor_id":"4998825","identity_basis":"source_id","identity_status":"source_identified","name":"THOMAS RUTHERFORD","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":23,"quality":2.09,"difficulty":3.57,"quality_count":23,"difficulty_count":23,"profile_id":"rmp:1816941","source_url":"https://www.ratemyprofessors.com/professor/1816941","match_basis":"exact_name","observed_at":"2026-09-07 16:02:00.670037+00:00","courses":{"course_5ac40af4f08148fe1cc934d6":{"review_count":13,"quality":1.54,"difficulty":3.38,"quality_count":13,"difficulty_count":13},"course_9b7c3a369379fb3aa83e5bb9":{"review_count":3,"quality":1.67,"difficulty":5,"quality_count":3,"difficulty_count":3},"course_9aef0857964ff0beeddeae13":{"review_count":5,"quality":2.8,"difficulty":3.6,"quality_count":5,"difficulty_count":5}},"bayesian_quality":2.820086410951905,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.437,"graded":515,"counts":[161,170,161,14,6,1,2],"sections":45},"instructor_url":"/instructors/THOMAS_RUTHERFORD--instructor_69d654b959e9cbce04a965a5"},{"instructor_uid":"instructor_4774e825ddfeb1206af6b54a","source":"madgrades","source_instructor_id":"3382451","identity_basis":"source_id","identity_status":"source_identified","name":"STEPHEN WRIGHT","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":10,"quality":4.2,"difficulty":3.8,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:1895834","source_url":"https://www.ratemyprofessors.com/professor/1895834","match_basis":"exact_name","observed_at":"2026-09-07 16:04:47.624880+00:00","courses":{"course_dd8d2094feb4657373e2e2f3":{"review_count":3,"quality":4.33,"difficulty":4.33,"quality_count":3,"difficulty_count":3},"course_639b02029dbf953b9704cd63":{"review_count":2,"quality":3,"difficulty":4.5,"quality_count":2,"difficulty_count":2},"course_a04e8d794b24e3b81b984774":{"review_count":5,"quality":4.6,"difficulty":3.2,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.839790522364397,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.27,"graded":1205,"counts":[481,255,234,87,80,44,24],"sections":118},"instructor_url":"/instructors/STEPHEN_WRIGHT--instructor_4774e825ddfeb1206af6b54a"},{"instructor_uid":"instructor_89c4cd9096414a2800589239","source":"madgrades","source_instructor_id":"6182670","identity_basis":"source_id","identity_status":"source_identified","name":"LINE ROALD","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":3.449,"graded":609,"counts":[261,157,112,50,22,2,5],"sections":56},"instructor_url":"/instructors/LINE_ROALD--instructor_89c4cd9096414a2800589239"},{"instructor_uid":"instructor_499fc9aa5d3177ac84edcb0a","source":"madgrades","source_instructor_id":"5918315","identity_basis":"source_id","identity_status":"source_identified","name":"YIZHOU 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":3.208,"graded":48,"counts":[18,10,7,6,4,3,0],"sections":1},"instructor_url":"/instructors/YIZHOU_LU"},{"instructor_uid":"instructor_bb354149885e60905b204196","source":"madgrades","source_instructor_id":"6373252","identity_basis":"source_id","identity_status":"source_identified","name":"ROBERT SCHWIETERMAN","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":3.395,"graded":562,"counts":[289,91,81,35,48,7,11],"sections":3},"instructor_url":"/instructors/ROBERT_SCHWIETERMAN"},{"instructor_uid":"instructor_1c43e1f5b053160ee4a1e3de","source":"madgrades","source_instructor_id":"6051268","identity_basis":"source_id","identity_status":"source_identified","name":"YINGXIN JIA","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":3.243,"graded":257,"counts":[84,67,45,26,29,5,1],"sections":2},"instructor_url":"/instructors/YINGXIN_JIA--instructor_1c43e1f5b053160ee4a1e3de"},{"instructor_uid":"instructor_1ecc4cebc9ee5b0cb7668261","source":"madgrades","source_instructor_id":"6296552","identity_basis":"source_id","identity_status":"source_identified","name":"GOVIND GOPAKUMAR","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":3.087,"graded":315,"counts":[81,77,77,30,30,13,7],"sections":2},"instructor_url":"/instructors/GOVIND_GOPAKUMAR"},{"instructor_uid":"instructor_3dbbd9bb40e74cae2a0f09e2","source":"madgrades","source_instructor_id":"4256800","identity_basis":"source_id","identity_status":"source_identified","name":"JEFFREY LINDEROTH","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":3.228,"graded":1284,"counts":[470,198,316,131,133,30,6],"sections":85},"instructor_url":"/instructors/JEFFREY_LINDEROTH--instructor_3dbbd9bb40e74cae2a0f09e2"},{"instructor_uid":"instructor_eab49c03af2c5aa4fb4750c2","source":"madgrades","source_instructor_id":"5557307","identity_basis":"source_id","identity_status":"source_identified","name":"BAINIAN HAO","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":3.192,"graded":73,"counts":[27,9,17,9,9,2,0],"sections":2},"instructor_url":"/instructors/BAINIAN_HAO--instructor_eab49c03af2c5aa4fb4750c2"},{"instructor_uid":"instructor_7dcfac108268a85a3760e1a9","source":"madgrades","source_instructor_id":"6087859","identity_basis":"source_id","identity_status":"source_identified","name":"YUTIAN TAO","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":3.401,"graded":313,"counts":[118,101,55,20,9,6,4],"sections":3},"instructor_url":"/instructors/YUTIAN_TAO"},{"instructor_uid":"instructor_f283cf7d4afe59ddb2412cd5","source":"madgrades","source_instructor_id":"6218036","identity_basis":"source_id","identity_status":"source_identified","name":"RUOHUI WANG","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":3.266,"graded":869,"counts":[269,231,215,76,51,17,10],"sections":7},"instructor_url":"/instructors/RUOHUI_WANG--instructor_f283cf7d4afe59ddb2412cd5"},{"instructor_uid":"instructor_7ec4d41f593044a3dccdfc3d","source":"madgrades","source_instructor_id":"6487732","identity_basis":"source_id","identity_status":"source_identified","name":"SKYLAR HOU","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":3.07,"graded":393,"counts":[90,93,88,64,42,13,3],"sections":3},"instructor_url":"/instructors/SKYLAR_HOU--instructor_7ec4d41f593044a3dccdfc3d"},{"instructor_uid":"instructor_821a000fde9fc8e085416f24","source":"madgrades","source_instructor_id":"6581729","identity_basis":"source_id","identity_status":"source_identified","name":"JEREMY COULSON","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":3.572,"graded":167,"counts":[76,56,21,13,0,1,0],"sections":20},"instructor_url":"/instructors/JEREMY_COULSON--instructor_821a000fde9fc8e085416f24"},{"instructor_uid":"instructor_730f480008fffbb27d0034de","source":"madgrades","source_instructor_id":"6554810","identity_basis":"source_id","identity_status":"source_identified","name":"TUNAN WANG","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":3.459,"graded":1138,"counts":[518,267,238,57,27,19,12],"sections":8},"instructor_url":"/instructors/TUNAN_WANG"},{"instructor_uid":"instructor_c645a5212c75eb79b5fa0e37","source":"madgrades","source_instructor_id":"4416127","identity_basis":"source_id","identity_status":"source_identified","name":"AMANDA SMITH","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":3.65,"graded":1525,"counts":[915,320,169,88,28,3,2],"sections":27},"instructor_url":"/instructors/AMANDA_SMITH--instructor_c645a5212c75eb79b5fa0e37"},{"instructor_uid":"instructor_88b50100bedfe361746dd123","source":"enrollment","source_instructor_id":"linderoth","identity_basis":"netid","identity_status":"source_identified","name":"Jeffrey Linderoth","email":"LINDEROTH@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/JEFFREY_LINDEROTH"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1164","term_name":"Spring 2016","instructors":["LAURENT LESSARD"],"a":17,"ab":18,"b":4,"bc":5,"c":4,"d":1,"f":0,"satisfactory":3,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":1,"not_reported":0,"other":0,"total":54,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1172","term_name":"Fall 2016","instructors":["Michael Ferris"],"a":30,"ab":11,"b":14,"bc":5,"c":6,"d":2,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":71,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1174","term_name":"Spring 2017","instructors":["LAURENT LESSARD"],"a":30,"ab":25,"b":16,"bc":7,"c":8,"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":87,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1182","term_name":"Fall 2017","instructors":["THOMAS RUTHERFORD"],"a":9,"ab":17,"b":13,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":42,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1184","term_name":"Spring 2018","instructors":["LAURENT LESSARD"],"a":68,"ab":50,"b":33,"bc":6,"c":3,"d":1,"f":0,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":163,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1192","term_name":"Fall 2018","instructors":["Stephen Wright"],"a":38,"ab":26,"b":14,"bc":11,"c":3,"d":5,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":98,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1194","term_name":"Spring 2019","instructors":["Line Roald"],"a":40,"ab":29,"b":15,"bc":5,"c":0,"d":1,"f":2,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":1,"total":95,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1202","term_name":"Fall 2019","instructors":["Michael Ferris"],"a":34,"ab":19,"b":10,"bc":17,"c":6,"d":3,"f":2,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":92,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1204","term_name":"Spring 2020","instructors":["Line Roald"],"a":47,"ab":12,"b":7,"bc":0,"c":0,"d":0,"f":0,"satisfactory":4,"unsatisfactory":2,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":72,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1212","term_name":"Fall 2020","instructors":["Michael Ferris"],"a":28,"ab":8,"b":12,"bc":9,"c":7,"d":2,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":66,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1222","term_name":"Fall 2021","instructors":["Michael Ferris","YIZHOU LU"],"a":18,"ab":10,"b":7,"bc":6,"c":4,"d":3,"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/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1224","term_name":"Spring 2022","instructors":["Line Roald"],"a":61,"ab":32,"b":18,"bc":11,"c":4,"d":0,"f":1,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":129,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1232","term_name":"Fall 2022","instructors":["Michael Ferris","ROBERT SCHWIETERMAN"],"a":19,"ab":18,"b":8,"bc":8,"c":5,"d":5,"f":2,"satisfactory":0,"unsatisfactory":1,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":66,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1234","term_name":"Spring 2023","instructors":["BAINIAN HAO","GOVIND GOPAKUMAR","Jeffrey Linderoth","Stephen Wright","YINGXIN JIA"],"a":50,"ab":42,"b":23,"bc":9,"c":4,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":1,"not_reported":0,"other":0,"total":130,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1242","term_name":"Fall 2023","instructors":["Michael Ferris","RUOHUI WANG","YUTIAN TAO"],"a":26,"ab":24,"b":9,"bc":6,"c":9,"d":6,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":83,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1244","term_name":"Spring 2024","instructors":["Jeffrey Linderoth"],"a":50,"ab":33,"b":31,"bc":13,"c":22,"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":151,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1252","term_name":"Fall 2024","instructors":["Line Roald","Michael Ferris","SKYLAR HOU"],"a":42,"ab":35,"b":29,"bc":20,"c":13,"d":2,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":142,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1254","term_name":"Spring 2025","instructors":["Jeffrey Linderoth","Jeremy Coulson"],"a":56,"ab":41,"b":34,"bc":21,"c":2,"d":0,"f":0,"satisfactory":3,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":158,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1262","term_name":"Fall 2025","instructors":["Michael Ferris","TUNAN WANG"],"a":26,"ab":17,"b":6,"bc":14,"c":7,"d":6,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":79,"source_aliases":["COMPSCI/ECE/ISYE 524"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE/ISYE 524","course_uid":"course_dd8d2094feb4657373e2e2f3","term_id":"1264","term_name":"Spring 2026","instructors":["Amanda Smith"],"a":33,"ab":24,"b":18,"bc":14,"c":9,"d":2,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":101,"source_aliases":["COMPSCI/ECE/ISYE 524"]}],"statistics":{"gpa":3.323,"graded":1900,"counts":[722,491,321,189,116,40,21]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_dd8d2094feb4657373e2e2f3-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_dd8d2094feb4657373e2e2f3-0.json","/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_dd8d2094feb4657373e2e2f3-1.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_dd8d2094feb4657373e2e2f3-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_dd8d2094feb4657373e2e2f3-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_dd8d2094feb4657373e2e2f3-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.323157894736842,"count":1900,"university":{"size":5265,"gpaPercentile":10,"countPercentile":94,"medianCount":173,"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":7,"current":false},{"range":"2.8–3.2","count":287,"current":false},{"range":"3.2–3.6","count":1329,"current":true},{"range":"3.6–4.0","count":3641,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":109,"gpaPercentile":18,"countPercentile":79,"medianCount":440,"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":32,"current":true},{"range":"3.6–4.0","count":63,"current":false}]}},{"subject":"ECE","comparison":{"size":128,"gpaPercentile":10,"countPercentile":91,"medianCount":204.5,"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":5,"current":false},{"range":"3.2–3.6","count":48,"current":true},{"range":"3.6–4.0","count":75,"current":false}]}},{"subject":"ISYE","comparison":{"size":62,"gpaPercentile":7,"countPercentile":98,"medianCount":253,"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":13,"current":true},{"range":"3.6–4.0","count":45,"current":false}]}}]},"terms":{"1164":{"term":"1164","gpa":3.357142857142857,"count":49,"university":{"size":965,"gpaPercentile":39,"countPercentile":33,"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":3,"current":false},{"range":"2.4–2.8","count":37,"current":false},{"range":"2.8–3.2","count":216,"current":false},{"range":"3.2–3.6","count":319,"current":true},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":32,"gpaPercentile":52,"countPercentile":23,"medianCount":84,"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":3,"current":false},{"range":"2.8–3.2","count":9,"current":false},{"range":"3.2–3.6","count":12,"current":true},{"range":"3.6–4.0","count":7,"current":false}]}},{"subject":"ECE","comparison":{"size":32,"gpaPercentile":55,"countPercentile":19,"medianCount":83.5,"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":1,"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":15,"current":true},{"range":"3.6–4.0","count":7,"current":false}]}},{"subject":"ISYE","comparison":{"size":19,"gpaPercentile":22,"countPercentile":44,"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":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":2,"current":false},{"range":"3.2–3.6","count":3,"current":true},{"range":"3.6–4.0","count":13,"current":false}]}}]},"1172":{"term":"1172","gpa":3.1971830985915495,"count":71,"university":{"size":991,"gpaPercentile":25,"countPercentile":53,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":226,"current":true},{"range":"3.2–3.6","count":353,"current":false},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":31,"gpaPercentile":50,"countPercentile":47,"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":16,"current":true},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":9,"current":false}]}},{"subject":"ECE","comparison":{"size":35,"gpaPercentile":32,"countPercentile":44,"medianCount":72,"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":true},{"range":"3.2–3.6","count":11,"current":false},{"range":"3.6–4.0","count":12,"current":false}]}},{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":16,"countPercentile":79,"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":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":4,"current":true},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":13,"current":false}]}}]},"1174":{"term":"1174","gpa":3.32183908045977,"count":87,"university":{"size":955,"gpaPercentile":36,"countPercentile":60,"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":52,"countPercentile":31,"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":42,"countPercentile":55,"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}]}},{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":21,"countPercentile":95,"medianCount":57.5,"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":true},{"range":"3.6–4.0","count":10,"current":false}]}}]},"1182":{"term":"1182","gpa":3.402439024390244,"count":41,"university":{"size":1025,"gpaPercentile":41,"countPercentile":19,"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":57,"countPercentile":11,"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":44,"countPercentile":13,"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}]}},{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":26,"countPercentile":16,"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":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":6,"current":true},{"range":"3.6–4.0","count":12,"current":false}]}}]},"1184":{"term":"1184","gpa":3.527950310559006,"count":161,"university":{"size":1010,"gpaPercentile":52,"countPercentile":85,"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":26,"current":false},{"range":"2.8–3.2","count":210,"current":false},{"range":"3.2–3.6","count":355,"current":true},{"range":"3.6–4.0","count":418,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":31,"gpaPercentile":70,"countPercentile":63,"medianCount":126,"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":15,"current":false},{"range":"3.2–3.6","count":8,"current":true},{"range":"3.6–4.0","count":8,"current":false}]}},{"subject":"ECE","comparison":{"size":34,"gpaPercentile":58,"countPercentile":94,"medianCount":84.5,"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":7,"current":false},{"range":"3.2–3.6","count":16,"current":true},{"range":"3.6–4.0","count":11,"current":false}]}},{"subject":"ISYE","comparison":{"size":22,"gpaPercentile":48,"countPercentile":100,"medianCount":57,"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":8,"current":true},{"range":"3.6–4.0","count":10,"current":false}]}}]},"1192":{"term":"1192","gpa":3.3350515463917527,"count":97,"university":{"size":1077,"gpaPercentile":33,"countPercentile":67,"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":true},{"range":"3.6–4.0","count":481,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":38,"gpaPercentile":59,"countPercentile":54,"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":true},{"range":"3.6–4.0","count":12,"current":false}]}},{"subject":"ECE","comparison":{"size":38,"gpaPercentile":35,"countPercentile":70,"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":true},{"range":"3.6–4.0","count":13,"current":false}]}},{"subject":"ISYE","comparison":{"size":21,"gpaPercentile":25,"countPercentile":85,"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":1,"current":false},{"range":"2.8–3.2","count":2,"current":false},{"range":"3.2–3.6","count":4,"current":true},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1194":{"term":"1194","gpa":3.4782608695652173,"count":92,"university":{"size":1040,"gpaPercentile":46,"countPercentile":66,"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":23,"current":false},{"range":"2.8–3.2","count":220,"current":false},{"range":"3.2–3.6","count":342,"current":true},{"range":"3.6–4.0","count":454,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":38,"gpaPercentile":70,"countPercentile":49,"medianCount":92,"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":11,"current":true},{"range":"3.6–4.0","count":11,"current":false}]}},{"subject":"ECE","comparison":{"size":36,"gpaPercentile":51,"countPercentile":71,"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":5,"current":false},{"range":"3.2–3.6","count":16,"current":true},{"range":"3.6–4.0","count":15,"current":false}]}},{"subject":"ISYE","comparison":{"size":22,"gpaPercentile":29,"countPercentile":95,"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":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":3,"current":false},{"range":"3.2–3.6","count":5,"current":true},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1202":{"term":"1202","gpa":3.1868131868131866,"count":91,"university":{"size":1102,"gpaPercentile":20,"countPercentile":63,"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":true},{"range":"3.2–3.6","count":371,"current":false},{"range":"3.6–4.0","count":498,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":41,"gpaPercentile":35,"countPercentile":50,"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":true},{"range":"3.2–3.6","count":15,"current":false},{"range":"3.6–4.0","count":11,"current":false}]}},{"subject":"ECE","comparison":{"size":37,"gpaPercentile":25,"countPercentile":64,"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":true},{"range":"3.2–3.6","count":15,"current":false},{"range":"3.6–4.0","count":12,"current":false}]}},{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":16,"countPercentile":84,"medianCount":60.5,"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":4,"current":true},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":10,"current":false}]}}]},"1204":{"term":"1204","gpa":3.803030303030303,"count":66,"university":{"size":1012,"gpaPercentile":58,"countPercentile":50,"medianCount":65.5,"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":25,"current":false},{"range":"3.2–3.6","count":301,"current":false},{"range":"3.6–4.0","count":685,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":42,"gpaPercentile":78,"countPercentile":29,"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":0,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":19,"current":false},{"range":"3.6–4.0","count":22,"current":true}]}},{"subject":"ECE","comparison":{"size":34,"gpaPercentile":61,"countPercentile":36,"medianCount":73.5,"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":0,"current":false},{"range":"3.2–3.6","count":9,"current":false},{"range":"3.6–4.0","count":25,"current":true}]}},{"subject":"ISYE","comparison":{"size":21,"gpaPercentile":25,"countPercentile":80,"medianCount":57,"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":0,"current":false},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":18,"current":true}]}}]},"1212":{"term":"1212","gpa":3.25,"count":66,"university":{"size":1111,"gpaPercentile":17,"countPercentile":48,"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":true},{"range":"3.6–4.0","count":611,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":42,"gpaPercentile":32,"countPercentile":22,"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":true},{"range":"3.6–4.0","count":14,"current":false}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":13,"countPercentile":48,"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":true},{"range":"3.6–4.0","count":17,"current":false}]}},{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":11,"countPercentile":68,"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":2,"current":false},{"range":"3.2–3.6","count":4,"current":true},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1222":{"term":"1222","gpa":3.2083333333333335,"count":48,"university":{"size":1157,"gpaPercentile":17,"countPercentile":34,"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":20,"countPercentile":16,"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":18,"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":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}]}},{"subject":"ISYE","comparison":{"size":24,"gpaPercentile":9,"countPercentile":48,"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":true},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1224":{"term":"1224","gpa":3.5078740157480315,"count":127,"university":{"size":1171,"gpaPercentile":39,"countPercentile":78,"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":3,"current":false},{"range":"2.4–2.8","count":21,"current":false},{"range":"2.8–3.2","count":173,"current":false},{"range":"3.2–3.6","count":358,"current":true},{"range":"3.6–4.0","count":616,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":45,"gpaPercentile":55,"countPercentile":57,"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":11,"current":false},{"range":"3.2–3.6","count":17,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}},{"subject":"ECE","comparison":{"size":43,"gpaPercentile":48,"countPercentile":83,"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":7,"current":false},{"range":"3.2–3.6","count":18,"current":true},{"range":"3.6–4.0","count":18,"current":false}]}},{"subject":"ISYE","comparison":{"size":25,"gpaPercentile":25,"countPercentile":100,"medianCount":48,"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":10,"current":true},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1232":{"term":"1232","gpa":3.046153846153846,"count":65,"university":{"size":1216,"gpaPercentile":7,"countPercentile":49,"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":true},{"range":"3.2–3.6","count":356,"current":false},{"range":"3.6–4.0","count":670,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":50,"gpaPercentile":4,"countPercentile":39,"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":true},{"range":"3.2–3.6","count":19,"current":false},{"range":"3.6–4.0","count":22,"current":false}]}},{"subject":"ECE","comparison":{"size":44,"gpaPercentile":7,"countPercentile":44,"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":true},{"range":"3.2–3.6","count":16,"current":false},{"range":"3.6–4.0","count":17,"current":false}]}},{"subject":"ISYE","comparison":{"size":24,"gpaPercentile":4,"countPercentile":74,"medianCount":53,"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":true},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1234":{"term":"1234","gpa":3.4689922480620154,"count":129,"university":{"size":1188,"gpaPercentile":33,"countPercentile":78,"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":3,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":144,"current":false},{"range":"3.2–3.6","count":374,"current":true},{"range":"3.6–4.0","count":650,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":46,"gpaPercentile":53,"countPercentile":58,"medianCount":111,"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":26,"current":true},{"range":"3.6–4.0","count":12,"current":false}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":45,"countPercentile":78,"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":4,"current":false},{"range":"3.2–3.6","count":22,"current":true},{"range":"3.6–4.0","count":15,"current":false}]}},{"subject":"ISYE","comparison":{"size":24,"gpaPercentile":22,"countPercentile":96,"medianCount":53,"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":7,"current":true},{"range":"3.6–4.0","count":16,"current":false}]}}]},"1242":{"term":"1242","gpa":3.0602409638554215,"count":83,"university":{"size":1295,"gpaPercentile":7,"countPercentile":58,"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":true},{"range":"3.2–3.6","count":394,"current":false},{"range":"3.6–4.0","count":726,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":52,"gpaPercentile":10,"countPercentile":43,"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":true},{"range":"3.2–3.6","count":20,"current":false},{"range":"3.6–4.0","count":22,"current":false}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":3,"countPercentile":50,"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":true},{"range":"3.2–3.6","count":18,"current":false},{"range":"3.6–4.0","count":15,"current":false}]}},{"subject":"ISYE","comparison":{"size":23,"gpaPercentile":9,"countPercentile":91,"medianCount":51,"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":2,"current":true},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":13,"current":false}]}}]},"1244":{"term":"1244","gpa":3.2119205298013247,"count":151,"university":{"size":1241,"gpaPercentile":14,"countPercentile":82,"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":2,"current":false},{"range":"2.4–2.8","count":9,"current":false},{"range":"2.8–3.2","count":151,"current":false},{"range":"3.2–3.6","count":373,"current":true},{"range":"3.6–4.0","count":706,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":46,"gpaPercentile":24,"countPercentile":56,"medianCount":116,"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":11,"current":false},{"range":"3.2–3.6","count":17,"current":true},{"range":"3.6–4.0","count":18,"current":false}]}},{"subject":"ECE","comparison":{"size":38,"gpaPercentile":16,"countPercentile":76,"medianCount":83.5,"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":6,"current":false},{"range":"3.2–3.6","count":14,"current":true},{"range":"3.6–4.0","count":18,"current":false}]}},{"subject":"ISYE","comparison":{"size":21,"gpaPercentile":20,"countPercentile":100,"medianCount":55,"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":5,"current":true},{"range":"3.6–4.0","count":12,"current":false}]}}]},"1252":{"term":"1252","gpa":3.2077464788732395,"count":142,"university":{"size":1333,"gpaPercentile":10,"countPercentile":79,"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":true},{"range":"3.6–4.0","count":773,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":54,"gpaPercentile":17,"countPercentile":62,"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":true},{"range":"3.6–4.0","count":22,"current":false}]}},{"subject":"ECE","comparison":{"size":44,"gpaPercentile":12,"countPercentile":81,"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":true},{"range":"3.6–4.0","count":17,"current":false}]}},{"subject":"ISYE","comparison":{"size":24,"gpaPercentile":17,"countPercentile":100,"medianCount":55,"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":7,"current":true},{"range":"3.6–4.0","count":13,"current":false}]}}]},"1254":{"term":"1254","gpa":3.4155844155844157,"count":154,"university":{"size":1289,"gpaPercentile":26,"countPercentile":82,"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":17,"current":false},{"range":"2.8–3.2","count":128,"current":false},{"range":"3.2–3.6","count":379,"current":true},{"range":"3.6–4.0","count":765,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":52,"gpaPercentile":43,"countPercentile":65,"medianCount":105,"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":24,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}},{"subject":"ECE","comparison":{"size":40,"gpaPercentile":38,"countPercentile":85,"medianCount":87.5,"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":8,"current":false},{"range":"3.2–3.6","count":16,"current":true},{"range":"3.6–4.0","count":16,"current":false}]}},{"subject":"ISYE","comparison":{"size":22,"gpaPercentile":19,"countPercentile":100,"medianCount":58,"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":6,"current":true},{"range":"3.6–4.0","count":14,"current":false}]}}]},"1262":{"term":"1262","gpa":2.9936708860759493,"count":79,"university":{"size":1320,"gpaPercentile":4,"countPercentile":54,"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":true},{"range":"3.2–3.6","count":381,"current":false},{"range":"3.6–4.0","count":797,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":53,"gpaPercentile":4,"countPercentile":44,"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":true},{"range":"3.2–3.6","count":22,"current":false},{"range":"3.6–4.0","count":21,"current":false}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":0,"countPercentile":43,"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":true},{"range":"3.2–3.6","count":17,"current":false},{"range":"3.6–4.0","count":16,"current":false}]}},{"subject":"ISYE","comparison":{"size":25,"gpaPercentile":8,"countPercentile":83,"medianCount":52,"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":true},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":15,"current":false}]}}]},"1264":{"term":"1264","gpa":3.217821782178218,"count":101,"university":{"size":1283,"gpaPercentile":13,"countPercentile":70,"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":20,"current":false},{"range":"2.8–3.2","count":130,"current":false},{"range":"3.2–3.6","count":343,"current":true},{"range":"3.6–4.0","count":789,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":48,"gpaPercentile":17,"countPercentile":47,"medianCount":105.5,"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":7,"current":false},{"range":"3.2–3.6","count":21,"current":true},{"range":"3.6–4.0","count":19,"current":false}]}},{"subject":"ECE","comparison":{"size":45,"gpaPercentile":11,"countPercentile":70,"medianCount":73,"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":4,"current":false},{"range":"3.2–3.6","count":15,"current":true},{"range":"3.6–4.0","count":25,"current":false}]}},{"subject":"ISYE","comparison":{"size":22,"gpaPercentile":14,"countPercentile":90,"medianCount":56.5,"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":3,"current":false},{"range":"3.2–3.6","count":2,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}}]}},"benchmarks":{"all":{"school":{"size":5265,"gpa":3.6958017573239084,"topShare":84.0420749817945,"count":173},"COMPSCI":{"size":109,"gpa":3.600082218520398,"topShare":79.1381761594641,"count":440},"ECE":{"size":128,"gpa":3.623918672313843,"topShare":80.165520589087,"count":204.5},"ISYE":{"size":62,"gpa":3.7077526232501348,"topShare":84.83708257011303,"count":253}},"terms":{"1164":{"school":{"size":965,"gpa":3.46491230798535,"topShare":69.92376287143657,"count":68},"COMPSCI":{"size":32,"gpa":3.2951719476979457,"topShare":63.07751525075427,"count":84},"ECE":{"size":32,"gpa":3.3387002225789923,"topShare":63.627072447149246,"count":83.5},"ISYE":{"size":19,"gpa":3.629939118306125,"topShare":80.5561261302253,"count":49}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"COMPSCI":{"size":31,"gpa":3.3325489227746874,"topShare":61.97665055034616,"count":74},"ECE":{"size":35,"gpa":3.3883507843058354,"topShare":63.7905998393372,"count":72},"ISYE":{"size":20,"gpa":3.62282118668902,"topShare":80.8712827496802,"count":49}},"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},"ISYE":{"size":20,"gpa":3.548290744949521,"topShare":73.96475892889286,"count":57.5}},"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},"ISYE":{"size":20,"gpa":3.623137975768555,"topShare":79.85162329939513,"count":64}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"COMPSCI":{"size":31,"gpa":3.329310414227759,"topShare":61.243618316797935,"count":126},"ECE":{"size":34,"gpa":3.4797837203421706,"topShare":70.14653057475711,"count":84.5},"ISYE":{"size":22,"gpa":3.5566129214689735,"topShare":75.3813579514971,"count":57}},"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},"ISYE":{"size":21,"gpa":3.606250714862031,"topShare":80.36295437587276,"count":66}},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"COMPSCI":{"size":38,"gpa":3.3433846242383978,"topShare":63.409438479169644,"count":92},"ECE":{"size":36,"gpa":3.5139370942069434,"topShare":73.58293880609176,"count":77},"ISYE":{"size":22,"gpa":3.629795980115166,"topShare":79.27647395270196,"count":65}},"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},"ISYE":{"size":20,"gpa":3.5732402503094702,"topShare":77.47106780381264,"count":60.5}},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"COMPSCI":{"size":42,"gpa":3.6240893265324647,"topShare":79.98991493017058,"count":90.5},"ECE":{"size":34,"gpa":3.7346193271517083,"topShare":86.80502962000203,"count":73.5},"ISYE":{"size":21,"gpa":3.826924971533834,"topShare":92.62448121984468,"count":57}},"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},"ISYE":{"size":20,"gpa":3.6720523848313853,"topShare":82.3691054858035,"count":63}},"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},"ISYE":{"size":24,"gpa":3.5982967550887195,"topShare":79.26400318090532,"count":48.5}},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"COMPSCI":{"size":45,"gpa":3.4719336884851772,"topShare":70.89188483398956,"count":96},"ECE":{"size":43,"gpa":3.493101515836076,"topShare":71.87667215876023,"count":78},"ISYE":{"size":25,"gpa":3.662696584191052,"topShare":81.34147885567297,"count":48}},"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},"ISYE":{"size":24,"gpa":3.6150976595453543,"topShare":79.79311993423791,"count":53}},"1234":{"school":{"size":1188,"gpa":3.5799441677552393,"topShare":77.18256448537606,"count":65},"COMPSCI":{"size":46,"gpa":3.457340982461054,"topShare":70.00975704504911,"count":111},"ECE":{"size":41,"gpa":3.521247893399985,"topShare":73.18909826442149,"count":70},"ISYE":{"size":24,"gpa":3.6495043911288954,"topShare":80.48020872988452,"count":53}},"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},"ISYE":{"size":23,"gpa":3.58121958026649,"topShare":78.36753571915544,"count":51}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"COMPSCI":{"size":46,"gpa":3.477413782571094,"topShare":70.8725394264854,"count":116},"ECE":{"size":38,"gpa":3.554019248602149,"topShare":75.22296238620345,"count":83.5},"ISYE":{"size":21,"gpa":3.5955893406830746,"topShare":77.54199035575564,"count":55}},"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},"ISYE":{"size":24,"gpa":3.591512973394995,"topShare":76.60599070514075,"count":55}},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"COMPSCI":{"size":52,"gpa":3.482652727664103,"topShare":71.33786483648515,"count":105},"ECE":{"size":40,"gpa":3.5198762319632855,"topShare":74.0918065550377,"count":87.5},"ISYE":{"size":22,"gpa":3.6580253054677003,"topShare":83.06204049789541,"count":58}},"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},"ISYE":{"size":25,"gpa":3.6267703884700335,"topShare":79.39124378770292,"count":52}},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"COMPSCI":{"size":48,"gpa":3.5022746140005943,"topShare":73.13318776233326,"count":105.5},"ECE":{"size":45,"gpa":3.5814138447018746,"topShare":77.53027985486403,"count":73},"ISYE":{"size":22,"gpa":3.691810114676891,"topShare":83.93896862155151,"count":56.5}}}}},"instructorTrends":[{"uid":"instructor_b2b79e8f7cf2014ccc109e83","name":"MICHAEL FERRIS","count":560,"terms":[{"term":"1172","count":71,"sections":1,"gpa":3.1971830985915495},{"term":"1202","count":91,"sections":1,"gpa":3.1868131868131866},{"term":"1212","count":66,"sections":1,"gpa":3.25},{"term":"1222","count":48,"sections":1,"gpa":3.2083333333333335},{"term":"1232","count":65,"sections":1,"gpa":3.046153846153846},{"term":"1242","count":83,"sections":1,"gpa":3.0602409638554215},{"term":"1252","count":57,"sections":1,"gpa":3.087719298245614},{"term":"1262","count":79,"sections":1,"gpa":2.9936708860759493}]},{"uid":"instructor_89c4cd9096414a2800589239","name":"LINE ROALD","count":370,"terms":[{"term":"1194","count":92,"sections":1,"gpa":3.4782608695652173},{"term":"1204","count":66,"sections":1,"gpa":3.803030303030303},{"term":"1224","count":127,"sections":1,"gpa":3.5078740157480315},{"term":"1252","count":85,"sections":1,"gpa":3.288235294117647}]},{"uid":"instructor_cda48ee9d4f5608798e55a26","name":"LAURENT LESSARD","count":297,"terms":[{"term":"1164","count":49,"sections":1,"gpa":3.357142857142857},{"term":"1174","count":87,"sections":1,"gpa":3.32183908045977},{"term":"1184","count":161,"sections":1,"gpa":3.527950310559006}]},{"uid":"instructor_3dbbd9bb40e74cae2a0f09e2","name":"JEFFREY LINDEROTH","count":228,"terms":[{"term":"1234","count":13,"sections":1,"gpa":3.423076923076923},{"term":"1244","count":151,"sections":1,"gpa":3.2119205298013247},{"term":"1254","count":64,"sections":1,"gpa":3.3671875}]},{"uid":"instructor_4774e825ddfeb1206af6b54a","name":"STEPHEN WRIGHT","count":213,"terms":[{"term":"1192","count":97,"sections":1,"gpa":3.3350515463917527},{"term":"1234","count":116,"sections":1,"gpa":3.4741379310344827}]},{"uid":"instructor_1c43e1f5b053160ee4a1e3de","name":"YINGXIN JIA","count":116,"terms":[{"term":"1234","count":116,"sections":1,"gpa":3.4741379310344827}]},{"uid":"instructor_1ecc4cebc9ee5b0cb7668261","name":"GOVIND GOPAKUMAR","count":116,"terms":[{"term":"1234","count":116,"sections":1,"gpa":3.4741379310344827}]},{"uid":"instructor_c645a5212c75eb79b5fa0e37","name":"AMANDA SMITH","count":101,"terms":[{"term":"1264","count":101,"sections":1,"gpa":3.217821782178218}]},{"uid":"instructor_821a000fde9fc8e085416f24","name":"JEREMY COULSON","count":90,"terms":[{"term":"1254","count":90,"sections":1,"gpa":3.45}]},{"uid":"instructor_7dcfac108268a85a3760e1a9","name":"YUTIAN TAO","count":83,"terms":[{"term":"1242","count":83,"sections":1,"gpa":3.0602409638554215}]},{"uid":"instructor_f283cf7d4afe59ddb2412cd5","name":"RUOHUI WANG","count":83,"terms":[{"term":"1242","count":83,"sections":1,"gpa":3.0602409638554215}]},{"uid":"instructor_730f480008fffbb27d0034de","name":"TUNAN WANG","count":79,"terms":[{"term":"1262","count":79,"sections":1,"gpa":2.9936708860759493}]},{"uid":"instructor_bb354149885e60905b204196","name":"ROBERT SCHWIETERMAN","count":65,"terms":[{"term":"1232","count":65,"sections":1,"gpa":3.046153846153846}]},{"uid":"instructor_7ec4d41f593044a3dccdfc3d","name":"SKYLAR HOU","count":57,"terms":[{"term":"1252","count":57,"sections":1,"gpa":3.087719298245614}]},{"uid":"instructor_499fc9aa5d3177ac84edcb0a","name":"YIZHOU LU","count":48,"terms":[{"term":"1222","count":48,"sections":1,"gpa":3.2083333333333335}]},{"uid":"instructor_69d654b959e9cbce04a965a5","name":"THOMAS RUTHERFORD","count":41,"terms":[{"term":"1182","count":41,"sections":1,"gpa":3.402439024390244}]},{"uid":"instructor_eab49c03af2c5aa4fb4750c2","name":"BAINIAN HAO","count":13,"terms":[{"term":"1234","count":13,"sections":1,"gpa":3.423076923076923}]}],"following":[{"code":"ISYE 445","title":"ENGINEERING SUPPLY CHAIN MANAGEMENT FOR LOGISTICS"},{"code":"ISYE 517","title":"DECISION MAKING IN HEALTH CARE"},{"code":"ISYE 521","title":"MACHINE LEARNING IN ACTION FOR INDUSTRIAL ENGINEERS"},{"code":"ISYE 623","title":"ADVANCED OPTIMIZATION MODELING"},{"code":"ISYE 625","title":"LOGISTICS SYSTEMS DESIGN"},{"code":"ISYE/ME 510","title":"FACILITIES PLANNING"}],"projection":{"target":"1272","interval":{"lower":2.88,"upper":3.31,"coverage":80,"terms":8},"gpa":3.0914405011322326,"grades":[{"grade":"A","percentage":31.814526074871306},{"grade":"AB","percentage":24.5285328918097},{"grade":"B","percentage":12.835434230393627},{"grade":"BC","percentage":13.397539596257568},{"grade":"C","percentage":9.065997460608687},{"grade":"D","percentage":5.9039340893619},{"grade":"F","percentage":2.454035656697206}],"sourceTerms":["1262","1252","1242","1232","1222"],"sourceCount":417,"sameSeason":true,"historicalRange":[2.9936708860759493,3.2083333333333335],"backtest":{"terms":8,"gpaError":0.10203092771028122,"mixError":12.892418012618867}}}}