{"schema_version":1,"url":"https://uwcourses.com/courses/ISYE_417","title":"ISYE 417: Health Systems Engineering | 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":"cdd4c64871888afb1a011e9e1d3ef94a16b0d100506f62b74f439f13da1ba791","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","catalog_version_id":"629fe9a5ea852d0dae732d8c74dbe6d106dd8e624acf9955cae791d2b058cc0d","course_number":417,"subjects":["ISYE"],"title":"HEALTH SYSTEMS ENGINEERING","description":"Introduction to the application of industrial engineering methods to the analysis and improvement of health care delivery. Exploration of common problems of decision making and control in health care. Examination of social, regulatory and economic factors unique to health care.","requirements_text":"I SY E 320and349, graduate/professional standing, or member of Engineering Guest Students, or declared in Clinical and Community Outcomes Capstone Certificate","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"763ec45a1b9fde997cdf67ea83c6a86f868af1b994cabfa70b7dc10b6b4e0de0","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"ISYE 417 Health Systems Engineering applies industrial engineering methods to analyze and improve healthcare delivery, focusing on decision making, control, and unique social, regulatory, and economic factors.","llm_topics":["Decision making and control problems in healthcare","Social, regulatory, and economic factors in healthcare","Healthcare delivery analysis and improvement"],"llm_skills":["Application of industrial engineering methods to healthcare","Decision making and control in healthcare","Analysis of social, regulatory, and economic factors in healthcare"],"llm_assumed_background":["Simulation and probabilistic modeling of stochastic systems","Human factors, cognitive and physical human characteristics in system design"],"llm_search_phrases":["healthcare delivery optimization","industrial engineering healthcare","healthcare decision making control","healthcare systems engineering"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"cfd585d210bb50eed5d96d226041c22eda893c142b1f5f76dc6a6b66d993f09f","course_id":"ISYE 417","current_instructors":[],"difficulty_workload":[{"citations":[{"instructor_name":"Justin Boutilier","review_date":"2022-05-07 20:41:14 +0000 UTC","review_id":"38de9eff0f5a20d343e437aa","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM2Mjc0NTY2","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"}],"text":"Historical reviews of Justin Boutilier: Justin Boutilier’s class was considered relatively easy for students with prior ISYE background, though one review noted it required engagement rather than just doing the bare minimum."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Justin Boutilier","review_date":"2021-04-26 20:49:54 +0000 UTC","review_id":"4ed00f97f1fa4d3dc14d4b8f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM0NjI4Mzgz","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2022-05-04 03:47:52 +0000 UTC","review_id":"0446fec05b422a3f65fad566","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM2MjM1Njk4","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2022-05-07 20:41:14 +0000 UTC","review_id":"38de9eff0f5a20d343e437aa","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM2Mjc0NTY2","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2024-05-07 09:38:26 +0000 UTC","review_id":"6be53fcda187a3ff61ef445f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM5Mzg4OTA3","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"}],"text":"Historical reviews of Justin Boutilier: Justin Boutilier is highly praised for making lectures engaging and relevant to real-world issues, with organized materials and strong responsiveness on Slack. Reviewers highlight his encouragement of open discussion and his ability to inspire students, though one notes the class is relatively easy only for those with prior ISYE background."}],"message":null,"offered":false,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Justin Boutilier","review_date":"2021-04-26 20:49:54 +0000 UTC","review_id":"4ed00f97f1fa4d3dc14d4b8f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM0NjI4Mzgz","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2022-05-04 03:47:52 +0000 UTC","review_id":"0446fec05b422a3f65fad566","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM2MjM1Njk4","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2022-05-07 20:41:14 +0000 UTC","review_id":"38de9eff0f5a20d343e437aa","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM2Mjc0NTY2","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2024-05-07 09:38:26 +0000 UTC","review_id":"6be53fcda187a3ff61ef445f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM5Mzg4OTA3","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"}],"text":"Historical reviews of Justin Boutilier: Justin Boutilier is highly praised for making lectures engaging and relevant to real-world issues, with students finding the class interesting and easy. His responsiveness and clear materials are frequently noted."},{"citations":[{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 3.83 GPA, 91.5% A/AB (n=59 letter grades); Spring 2025: 3.43 GPA, 64.3% A/AB (n=14 letter grades); Spring 2026: 3.48 GPA, 72.4% A/AB (n=29 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Justin Boutilier","review_date":"2021-04-26 20:49:54 +0000 UTC","review_id":"4ed00f97f1fa4d3dc14d4b8f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM0NjI4Mzgz","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2022-05-04 03:47:52 +0000 UTC","review_id":"0446fec05b422a3f65fad566","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM2MjM1Njk4","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"},{"instructor_name":"Justin Boutilier","review_date":"2024-05-07 09:38:26 +0000 UTC","review_id":"6be53fcda187a3ff61ef445f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2691068","source_review_id":"UmF0aW5nLTM5Mzg4OTA3","source_url":"https://www.ratemyprofessors.com/professor/2691068","type":"review"}],"text":"Historical reviews of Justin Boutilier: Students appreciated Boutilier’s open discussions, real-life applications, and responsiveness on Slack. His organized slides and engaging style were highlighted as key strengths."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"}],"text":"JUSTIN BOUTILIER is recorded teaching in Spring 2020, Spring 2022, Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1092","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1112","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1122","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1194","type":"grade"}],"text":"OGUZHAN ALAGOZ is recorded teaching in Fall 2008, Fall 2010, Fall 2011, Spring 2017, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1072","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1134","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"ISYE 417","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","source_record":{"entity_id":"e7e3fd3e-bf35-3fe8-9e27-bd2aed5f29dd","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"}],"text":"PATRICIA FLATLEY BRENNAN is recorded teaching in Fall 2006, Spring 2013, Fall 2014, Fall 2015. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3","n4"],"condition":null,"course":null,"evidence":"I SY E 320and349, graduate/professional standing, or member of Engineering Guest Students, or declared in Clinical and Community Outcomes Capstone Certificate","id":"n0","kind":"any"},{"children":["n5","n6"],"condition":null,"course":null,"evidence":"I SY E 320and349","id":"n1","kind":"all"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n2","kind":"condition"},{"children":[],"condition":"member of Engineering Guest Students","course":null,"evidence":"member of Engineering Guest Students","id":"n3","kind":"condition"},{"children":[],"condition":"declared in Clinical and Community Outcomes Capstone Certificate","course":null,"evidence":"declared in Clinical and Community Outcomes Capstone Certificate","id":"n4","kind":"condition"},{"children":[],"condition":null,"course":{"course_number":320,"minimum_grade":null,"subjects":["ISYE"],"timing":"prior"},"evidence":"I SY E 320","id":"n5","kind":"course"},{"children":[],"condition":null,"course":{"course_number":349,"minimum_grade":null,"subjects":["ISYE","PSYCH"],"timing":"prior"},"evidence":"349","id":"n6","kind":"course"}],"notes":["Requirements text parsed into OR conditions for standing/guest/certificate, and AND condition for courses 320 and 349."],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_f140abf49564c858ba3f23db","source":"madgrades","source_instructor_id":"196132","identity_basis":"source_id","identity_status":"source_identified","name":"PATRICIA FLATLEY BRENNAN","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":3.55,"graded":270,"counts":[127,78,47,11,4,1,2],"sections":70},"instructor_url":"/instructors/PATRICIA_FLATLEY_BRENNAN--instructor_f140abf49564c858ba3f23db"},{"instructor_uid":"instructor_f10fe0107e82d9121edcce07","source":"madgrades","source_instructor_id":"3041343","identity_basis":"source_id","identity_status":"source_identified","name":"DAVID ZIMMERMAN","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":143,"quality":3.97,"difficulty":3.24,"quality_count":143,"difficulty_count":143,"profile_id":"rmp:139649","source_url":"https://www.ratemyprofessors.com/professor/139649","match_basis":"exact_name","observed_at":"2026-09-07 16:44:16.864859+00:00","courses":{"course_3c3dc93169efc66289871184":{"review_count":2,"quality":5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_146e4c482bacab784a61cd07":{"review_count":2,"quality":4,"difficulty":2,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.931924636017987,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.914,"graded":145,"counts":[132,9,2,0,1,0,1],"sections":69},"instructor_url":"/instructors/DAVID_ZIMMERMAN--instructor_f10fe0107e82d9121edcce07"},{"instructor_uid":"instructor_100690f58c4672983a7f177c","source":"madgrades","source_instructor_id":"1501182","identity_basis":"source_id","identity_status":"source_identified","name":"OGUZHAN ALAGOZ","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":3,"quality":4.67,"difficulty":2,"quality_count":3,"difficulty_count":3,"profile_id":"rmp:2377358","source_url":"https://www.ratemyprofessors.com/professor/2377358","match_basis":"exact_name","observed_at":"2026-09-07 16:13:17.116228+00:00","courses":{"course_79b5e9b5db80577aeb7f07f1":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_2dfc38bd1da712336fd25ec2":{"review_count":1,"quality":4,"difficulty":1,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.79146589873617,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.673,"graded":709,"counts":[434,156,84,19,9,5,2],"sections":112},"instructor_url":"/instructors/OGUZHAN_ALAGOZ--instructor_100690f58c4672983a7f177c"},{"instructor_uid":"instructor_9cb2b9fa17cdd57de18f4f3c","source":"madgrades","source_instructor_id":"4581718","identity_basis":"source_id","identity_status":"source_identified","name":"ENID MONTAGUE","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":3.862,"graded":47,"counts":[37,7,3,0,0,0,0],"sections":17},"instructor_url":"/instructors/ENID_MONTAGUE"},{"instructor_uid":"instructor_77cefc1d89b8fddbf4b53b37","source":"madgrades","source_instructor_id":"3111290","identity_basis":"source_id","identity_status":"source_identified","name":"JOSE VALDEZ","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":3.94,"graded":50,"counts":[44,6,0,0,0,0,0],"sections":1},"instructor_url":"/instructors/JOSE_VALDEZ--instructor_77cefc1d89b8fddbf4b53b37"},{"instructor_uid":"instructor_7dc2c2c8b9a82b8ceec26ee1","source":"madgrades","source_instructor_id":"4394835","identity_basis":"source_id","identity_status":"source_identified","name":"ANNA SHANEDLING","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":3.049,"graded":41,"counts":[4,11,17,5,3,1,0],"sections":1},"instructor_url":"/instructors/ANNA_SHANEDLING--instructor_7dc2c2c8b9a82b8ceec26ee1"},{"instructor_uid":"instructor_9ac289ca783fe35475307716","source":"madgrades","source_instructor_id":"4165375","identity_basis":"source_id","identity_status":"source_identified","name":"MING-YUAN CHIH","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":3.846,"graded":39,"counts":[28,10,1,0,0,0,0],"sections":1},"instructor_url":"/instructors/MING-YUAN_CHIH"},{"instructor_uid":"instructor_c6f5e432b6050f7fb1e28932","source":"madgrades","source_instructor_id":"4198277","identity_basis":"source_id","identity_status":"source_identified","name":"EDMOND RAMLY","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":3.794,"graded":107,"counts":[74,26,6,0,0,1,0],"sections":7},"instructor_url":"/instructors/EDMOND_RAMLY--instructor_c6f5e432b6050f7fb1e28932"},{"instructor_uid":"instructor_3e0b7f7fb6d2e96cd8d65ff4","source":"madgrades","source_instructor_id":"5034548","identity_basis":"source_id","identity_status":"source_identified","name":"ANDREA PRICE","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":3.727,"graded":44,"counts":[29,10,4,0,0,1,0],"sections":1},"instructor_url":"/instructors/ANDREA_PRICE"},{"instructor_uid":"instructor_40fa3314546d8b13147a820f","source":"madgrades","source_instructor_id":"4420778","identity_basis":"source_id","identity_status":"source_identified","name":"ANGELA CHUPA","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":3.727,"graded":44,"counts":[29,10,4,0,0,1,0],"sections":1},"instructor_url":"/instructors/ANGELA_CHUPA"},{"instructor_uid":"instructor_e253c0ab6c9083f38c75d1d0","source":"madgrades","source_instructor_id":"4195698","identity_basis":"source_id","identity_status":"source_identified","name":"ERKIN OTLES","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":3.522,"graded":116,"counts":[57,22,29,5,2,0,1],"sections":4},"instructor_url":"/instructors/ERKIN_OTLES--instructor_e253c0ab6c9083f38c75d1d0"},{"instructor_uid":"instructor_211535983bedd57fdbe1b4bd","source":"madgrades","source_instructor_id":"4761680","identity_basis":"source_id","identity_status":"source_identified","name":"KAITLIN EVANS","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":3.643,"graded":84,"counts":[40,31,10,3,0,0,0],"sections":2},"instructor_url":"/instructors/KAITLIN_EVANS"},{"instructor_uid":"instructor_cd5fbcc0f56d2351dc480979","source":"madgrades","source_instructor_id":"5592736","identity_basis":"source_id","identity_status":"source_identified","name":"NICOLE WERNER","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":1,"quality":1,"difficulty":2,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:2321069","source_url":"https://www.ratemyprofessors.com/professor/2321069","match_basis":"exact_name","observed_at":"2026-09-07 16:13:58.054411+00:00","courses":{"course_16e96643ede880a0aba1fd15":{"review_count":1,"quality":1,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.533034079568186,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.915,"graded":305,"counts":[259,43,1,1,1,0,0],"sections":46},"instructor_url":"/instructors/NICOLE_WERNER--instructor_cd5fbcc0f56d2351dc480979"},{"instructor_uid":"instructor_7f3f261c64012f38e8a3634f","source":"madgrades","source_instructor_id":"5487320","identity_basis":"source_id","identity_status":"source_identified","name":"ALI HJAAR","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":3.83,"graded":135,"counts":[99,27,8,1,0,0,0],"sections":3},"instructor_url":"/instructors/ALI_HJAAR"},{"instructor_uid":"instructor_e8c44354554ff74a85451c4b","source":"madgrades","source_instructor_id":"4751680","identity_basis":"source_id","identity_status":"source_identified","name":"THOMAS MARTELL","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":3.866,"graded":71,"counts":[55,15,0,0,1,0,0],"sections":1},"instructor_url":"/instructors/THOMAS_MARTELL--instructor_e8c44354554ff74a85451c4b"},{"instructor_uid":"instructor_8f77867539c394b71092071e","source":"madgrades","source_instructor_id":"5915711","identity_basis":"source_id","identity_status":"source_identified","name":"ELIZABETH SCARIA","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":3.702,"graded":57,"counts":[34,17,3,1,2,0,0],"sections":1},"instructor_url":"/instructors/ELIZABETH_SCARIA"},{"instructor_uid":"instructor_ff6ba8410ca243029f33309d","source":"madgrades","source_instructor_id":"3495675","identity_basis":"source_id","identity_status":"source_identified","name":"GABRIEL ZAYAS CABAN","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":3.59,"graded":391,"counts":[217,85,58,16,10,4,1],"sections":34},"instructor_url":"/instructors/GABRIEL_ZAYAS_CABAN--instructor_ff6ba8410ca243029f33309d"},{"instructor_uid":"instructor_e0aba2e4d6a155ffdfe518d3","source":"madgrades","source_instructor_id":"6229770","identity_basis":"source_id","identity_status":"source_identified","name":"JUSTIN BOUTILIER","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":5,"quality":5,"difficulty":2.4,"quality_count":5,"difficulty_count":5,"profile_id":"rmp:2691068","source_url":"https://www.ratemyprofessors.com/professor/2691068","match_basis":"exact_name","observed_at":"2026-09-07 16:29:22.978411+00:00","courses":{"course_2dfc38bd1da712336fd25ec2":{"review_count":4,"quality":5,"difficulty":2.5,"quality_count":4,"difficulty_count":4},"course_1aa7cc66114a83c08d6cf947":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.9277486268372765,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.675,"graded":343,"counts":[189,96,53,3,1,0,1],"sections":29},"instructor_url":"/instructors/JUSTIN_BOUTILIER--instructor_e0aba2e4d6a155ffdfe518d3"},{"instructor_uid":"instructor_0feeb47f785aa723c2a37fbb","source":"madgrades","source_instructor_id":"6104585","identity_basis":"source_id","identity_status":"source_identified","name":"JUAN CAMILO DAVID GOMEZ","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":3.557,"graded":106,"counts":[62,23,8,7,2,3,1],"sections":3},"instructor_url":"/instructors/JUAN_CAMILO_DAVID_GOMEZ"},{"instructor_uid":"instructor_b59b19b56e506b61c9fa931f","source":"madgrades","source_instructor_id":"5384136","identity_basis":"source_id","identity_status":"source_identified","name":"ARI 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","ratings":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:3066988","source_url":"https://www.ratemyprofessors.com/professor/3066988","match_basis":"exact_name","observed_at":"2026-09-07 16:54:16.960939+00:00","courses":{"course_1aa7cc66114a83c08d6cf947":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.7235102700443767,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.663,"graded":282,"counts":[149,85,44,3,0,0,1],"sections":9},"instructor_url":"/instructors/ARI_SMITH--instructor_b59b19b56e506b61c9fa931f"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1072","term_name":"Fall 2006","instructors":["PATRICIA FLATLEY BRENNAN"],"a":5,"ab":6,"b":4,"bc":2,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":18,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1082","term_name":"Fall 2007","instructors":["David Zimmerman"],"a":21,"ab":0,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":23,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1092","term_name":"Fall 2008","instructors":["Oguzhan Alagoz"],"a":16,"ab":1,"b":3,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":1,"total":21,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1102","term_name":"Fall 2009","instructors":["David Zimmerman"],"a":35,"ab":5,"b":0,"bc":0,"c":1,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":42,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1112","term_name":"Fall 2010","instructors":["Oguzhan Alagoz"],"a":11,"ab":13,"b":5,"bc":2,"c":0,"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":33,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1114","term_name":"Spring 2011","instructors":["David Zimmerman"],"a":40,"ab":4,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":44,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1122","term_name":"Fall 2011","instructors":["Oguzhan Alagoz"],"a":19,"ab":6,"b":13,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":40,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1124","term_name":"Spring 2012","instructors":["ENID MONTAGUE"],"a":27,"ab":6,"b":3,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":36,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1132","term_name":"Fall 2012","instructors":["JOSE VALDEZ"],"a":44,"ab":6,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1134","term_name":"Spring 2013","instructors":["ANNA SHANEDLING","PATRICIA FLATLEY BRENNAN"],"a":4,"ab":11,"b":17,"bc":5,"c":3,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":41,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1142","term_name":"Fall 2013","instructors":["Edmond Ramly","MING-YUAN CHIH"],"a":28,"ab":10,"b":1,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":39,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1144","term_name":"Spring 2014","instructors":["ANDREA PRICE","ANGELA CHUPA","Edmond Ramly"],"a":29,"ab":10,"b":4,"bc":0,"c":0,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":44,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1152","term_name":"Fall 2014","instructors":["ERKIN OTLES","PATRICIA FLATLEY BRENNAN"],"a":14,"ab":9,"b":10,"bc":1,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":35,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1154","term_name":"Spring 2015","instructors":["ERKIN OTLES"],"a":33,"ab":5,"b":3,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":43,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1162","term_name":"Fall 2015","instructors":["KAITLIN EVANS","PATRICIA FLATLEY BRENNAN"],"a":12,"ab":24,"b":10,"bc":3,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":49,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1164","term_name":"Spring 2016","instructors":["KAITLIN EVANS","NICOLE WERNER"],"a":28,"ab":7,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":35,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1172","term_name":"Fall 2016","instructors":["NICOLE WERNER"],"a":31,"ab":11,"b":0,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":43,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1174","term_name":"Spring 2017","instructors":["ALI HJAAR","Oguzhan Alagoz"],"a":39,"ab":9,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":50,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1182","term_name":"Fall 2017","instructors":["NICOLE WERNER","THOMAS MARTELL"],"a":55,"ab":15,"b":0,"bc":0,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":71,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1184","term_name":"Spring 2018","instructors":["ELIZABETH SCARIA","Oguzhan Alagoz"],"a":34,"ab":17,"b":3,"bc":1,"c":2,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":57,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1192","term_name":"Fall 2018","instructors":["Gabriel Zayas Caban"],"a":71,"ab":6,"b":0,"bc":0,"c":0,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":78,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1194","term_name":"Spring 2019","instructors":["ALI HJAAR","Oguzhan Alagoz"],"a":50,"ab":9,"b":4,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":64,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1202","term_name":"Fall 2019","instructors":["Gabriel Zayas Caban"],"a":31,"ab":7,"b":6,"bc":4,"c":4,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":52,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1204","term_name":"Spring 2020","instructors":["Justin Boutilier"],"a":25,"ab":11,"b":5,"bc":2,"c":0,"d":0,"f":0,"satisfactory":5,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":48,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1212","term_name":"Fall 2020","instructors":["Gabriel Zayas Caban"],"a":29,"ab":20,"b":8,"bc":2,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":60,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1222","term_name":"Fall 2021","instructors":["Gabriel Zayas Caban"],"a":7,"ab":15,"b":6,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":28,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1224","term_name":"Spring 2022","instructors":["Justin Boutilier"],"a":27,"ab":12,"b":3,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":42,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1232","term_name":"Fall 2022","instructors":["Gabriel Zayas Caban","JUAN CAMILO DAVID GOMEZ"],"a":10,"ab":3,"b":2,"bc":4,"c":2,"d":2,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":24,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1234","term_name":"Spring 2023","instructors":["ARI SMITH","Justin Boutilier"],"a":45,"ab":6,"b":5,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":56,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1242","term_name":"Fall 2023","instructors":["Gabriel Zayas Caban"],"a":10,"ab":3,"b":1,"bc":0,"c":0,"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":16,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1244","term_name":"Spring 2024","instructors":["Justin Boutilier"],"a":45,"ab":9,"b":4,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":59,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1254","term_name":"Spring 2025","instructors":["Gabriel Zayas Caban"],"a":4,"ab":5,"b":4,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":14,"source_aliases":["ISYE 417"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ISYE 417","course_uid":"course_2dfc38bd1da712336fd25ec2","term_id":"1264","term_name":"Spring 2026","instructors":["Gabriel Zayas Caban"],"a":14,"ab":7,"b":4,"bc":1,"c":3,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":29,"source_aliases":["ISYE 417"]}],"statistics":{"gpa":3.709,"graded":1377,"counts":[893,288,132,35,18,8,3]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2dfc38bd1da712336fd25ec2-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2dfc38bd1da712336fd25ec2-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2dfc38bd1da712336fd25ec2-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2dfc38bd1da712336fd25ec2-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.7091503267973858,"count":1377,"university":{"size":5527,"gpaPercentile":48,"countPercentile":88,"medianCount":219,"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":12,"current":false},{"range":"2.8–3.2","count":367,"current":false},{"range":"3.2–3.6","count":1520,"current":false},{"range":"3.6–4.0","count":3628,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":64,"gpaPercentile":44,"countPercentile":84,"medianCount":356.5,"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":false},{"range":"3.2–3.6","count":15,"current":false},{"range":"3.6–4.0","count":45,"current":true}]}}]},"terms":{"1072":{"term":"1072","gpa":3.3333333333333335,"count":18,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1082":{"term":"1082","gpa":3.9130434782608696,"count":23,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1092":{"term":"1092","gpa":3.825,"count":20,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1102":{"term":"1102","gpa":3.7976190476190474,"count":42,"university":{"size":774,"gpaPercentile":84,"countPercentile":23,"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":1,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":49,"current":false},{"range":"2.8–3.2","count":201,"current":false},{"range":"3.2–3.6","count":287,"current":false},{"range":"3.6–4.0","count":235,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":14,"gpaPercentile":85,"countPercentile":46,"medianCount":42,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":3,"current":false},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":5,"current":true}]}}]},"1112":{"term":"1112","gpa":3.378787878787879,"count":33,"university":{"size":805,"gpaPercentile":50,"countPercentile":7,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":45,"current":false},{"range":"2.8–3.2","count":218,"current":false},{"range":"3.2–3.6","count":316,"current":true},{"range":"3.6–4.0","count":225,"current":false}]},"departments":[{"subject":"ISYE","comparison":{"size":14,"gpaPercentile":46,"countPercentile":8,"medianCount":40,"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":4,"current":false}]}}]},"1114":{"term":"1114","gpa":3.9545454545454546,"count":44,"university":{"size":804,"gpaPercentile":93,"countPercentile":25,"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":53,"current":false},{"range":"2.8–3.2","count":231,"current":false},{"range":"3.2–3.6","count":292,"current":false},{"range":"3.6–4.0","count":227,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":11,"gpaPercentile":100,"countPercentile":50,"medianCount":44,"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":0,"current":false},{"range":"3.2–3.6","count":8,"current":false},{"range":"3.6–4.0","count":2,"current":true}]}}]},"1122":{"term":"1122","gpa":3.525,"count":40,"university":{"size":804,"gpaPercentile":64,"countPercentile":20,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":3,"current":false},{"range":"2.4–2.8","count":47,"current":false},{"range":"2.8–3.2","count":224,"current":false},{"range":"3.2–3.6","count":282,"current":true},{"range":"3.6–4.0","count":248,"current":false}]},"departments":[{"subject":"ISYE","comparison":{"size":15,"gpaPercentile":57,"countPercentile":36,"medianCount":41,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":4,"current":false},{"range":"3.2–3.6","count":6,"current":true},{"range":"3.6–4.0","count":5,"current":false}]}}]},"1124":{"term":"1124","gpa":3.8333333333333335,"count":36,"university":{"size":821,"gpaPercentile":83,"countPercentile":14,"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":39,"current":false},{"range":"2.8–3.2","count":223,"current":false},{"range":"3.2–3.6","count":278,"current":false},{"range":"3.6–4.0","count":280,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":13,"gpaPercentile":83,"countPercentile":25,"medianCount":44,"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":5,"current":false},{"range":"3.6–4.0","count":7,"current":true}]}}]},"1132":{"term":"1132","gpa":3.94,"count":50,"university":{"size":851,"gpaPercentile":93,"countPercentile":36,"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":40,"current":false},{"range":"2.8–3.2","count":234,"current":false},{"range":"3.2–3.6","count":303,"current":false},{"range":"3.6–4.0","count":272,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":16,"gpaPercentile":93,"countPercentile":73,"medianCount":40,"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":4,"current":false},{"range":"3.6–4.0","count":8,"current":true}]}}]},"1134":{"term":"1134","gpa":3.048780487804878,"count":41,"university":{"size":852,"gpaPercentile":18,"countPercentile":23,"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":30,"current":false},{"range":"2.8–3.2","count":229,"current":true},{"range":"3.2–3.6","count":304,"current":false},{"range":"3.6–4.0","count":287,"current":false}]},"departments":[{"subject":"ISYE","comparison":{"size":18,"gpaPercentile":12,"countPercentile":47,"medianCount":44.5,"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":5,"current":false},{"range":"3.6–4.0","count":9,"current":false}]}}]},"1142":{"term":"1142","gpa":3.8461538461538463,"count":39,"university":{"size":853,"gpaPercentile":87,"countPercentile":18,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":4,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":228,"current":false},{"range":"3.2–3.6","count":320,"current":false},{"range":"3.6–4.0","count":268,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":15,"gpaPercentile":79,"countPercentile":36,"medianCount":41,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":2,"current":false},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":6,"current":true}]}}]},"1144":{"term":"1144","gpa":3.727272727272727,"count":44,"university":{"size":878,"gpaPercentile":75,"countPercentile":26,"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":4,"current":false},{"range":"2.4–2.8","count":30,"current":false},{"range":"2.8–3.2","count":243,"current":false},{"range":"3.2–3.6","count":302,"current":false},{"range":"3.6–4.0","count":299,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":14,"gpaPercentile":69,"countPercentile":23,"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":2,"current":false},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":6,"current":true}]}}]},"1152":{"term":"1152","gpa":3.4285714285714284,"count":35,"university":{"size":918,"gpaPercentile":53,"countPercentile":10,"medianCount":65,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":227,"current":false},{"range":"3.2–3.6","count":371,"current":true},{"range":"3.6–4.0","count":286,"current":false}]},"departments":[{"subject":"ISYE","comparison":{"size":17,"gpaPercentile":31,"countPercentile":19,"medianCount":47,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":2,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":6,"current":true},{"range":"3.6–4.0","count":8,"current":false}]}}]},"1154":{"term":"1154","gpa":3.802325581395349,"count":43,"university":{"size":935,"gpaPercentile":80,"countPercentile":26,"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":38,"current":false},{"range":"2.8–3.2","count":237,"current":false},{"range":"3.2–3.6","count":326,"current":false},{"range":"3.6–4.0","count":334,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":15,"gpaPercentile":86,"countPercentile":7,"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":0,"current":false},{"range":"2.8–3.2","count":3,"current":false},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":7,"current":true}]}}]},"1162":{"term":"1162","gpa":3.4591836734693877,"count":49,"university":{"size":954,"gpaPercentile":51,"countPercentile":35,"medianCount":64.5,"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":2,"current":false},{"range":"2.4–2.8","count":23,"current":false},{"range":"2.8–3.2","count":234,"current":false},{"range":"3.2–3.6","count":350,"current":true},{"range":"3.6–4.0","count":345,"current":false}]},"departments":[{"subject":"ISYE","comparison":{"size":17,"gpaPercentile":31,"countPercentile":63,"medianCount":47,"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":9,"current":false}]}}]},"1164":{"term":"1164","gpa":3.9,"count":35,"university":{"size":965,"gpaPercentile":86,"countPercentile":10,"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":false},{"range":"3.6–4.0","count":390,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":19,"gpaPercentile":67,"countPercentile":11,"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":false},{"range":"3.6–4.0","count":13,"current":true}]}}]},"1172":{"term":"1172","gpa":3.8372093023255816,"count":43,"university":{"size":991,"gpaPercentile":82,"countPercentile":26,"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":false},{"range":"3.2–3.6","count":353,"current":false},{"range":"3.6–4.0","count":390,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":74,"countPercentile":32,"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":false},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":13,"current":true}]}}]},"1174":{"term":"1174","gpa":3.87,"count":50,"university":{"size":955,"gpaPercentile":85,"countPercentile":33,"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":false},{"range":"3.6–4.0","count":369,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":84,"countPercentile":32,"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":false},{"range":"3.6–4.0","count":10,"current":true}]}}]},"1182":{"term":"1182","gpa":3.8661971830985915,"count":71,"university":{"size":1025,"gpaPercentile":86,"countPercentile":52,"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":false},{"range":"3.6–4.0","count":418,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":74,"countPercentile":79,"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":false},{"range":"3.6–4.0","count":12,"current":true}]}}]},"1184":{"term":"1184","gpa":3.7017543859649122,"count":57,"university":{"size":1010,"gpaPercentile":69,"countPercentile":41,"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":false},{"range":"3.6–4.0","count":418,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":22,"gpaPercentile":57,"countPercentile":43,"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":false},{"range":"3.6–4.0","count":10,"current":true}]}}]},"1192":{"term":"1192","gpa":3.91025641025641,"count":78,"university":{"size":1077,"gpaPercentile":87,"countPercentile":56,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":203,"current":false},{"range":"3.2–3.6","count":370,"current":false},{"range":"3.6–4.0","count":481,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":21,"gpaPercentile":80,"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":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":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1194":{"term":"1194","gpa":3.84375,"count":64,"university":{"size":1040,"gpaPercentile":81,"countPercentile":47,"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":false},{"range":"3.6–4.0","count":454,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":22,"gpaPercentile":71,"countPercentile":43,"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":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1202":{"term":"1202","gpa":3.548076923076923,"count":52,"university":{"size":1102,"gpaPercentile":50,"countPercentile":36,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":218,"current":false},{"range":"3.2–3.6","count":371,"current":true},{"range":"3.6–4.0","count":498,"current":false}]},"departments":[{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":47,"countPercentile":16,"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":false},{"range":"3.2–3.6","count":6,"current":true},{"range":"3.6–4.0","count":10,"current":false}]}}]},"1204":{"term":"1204","gpa":3.686046511627907,"count":43,"university":{"size":1012,"gpaPercentile":43,"countPercentile":27,"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":"ISYE","comparison":{"size":21,"gpaPercentile":20,"countPercentile":20,"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":3.6166666666666667,"count":60,"university":{"size":1111,"gpaPercentile":47,"countPercentile":43,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":159,"current":false},{"range":"3.2–3.6","count":337,"current":false},{"range":"3.6–4.0","count":611,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":20,"gpaPercentile":32,"countPercentile":42,"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":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1222":{"term":"1222","gpa":3.517857142857143,"count":28,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1224":{"term":"1224","gpa":3.7857142857142856,"count":42,"university":{"size":1171,"gpaPercentile":68,"countPercentile":26,"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":false},{"range":"3.6–4.0","count":616,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":25,"gpaPercentile":67,"countPercentile":13,"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":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1232":{"term":"1232","gpa":3.152173913043478,"count":23,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1234":{"term":"1234","gpa":3.857142857142857,"count":56,"university":{"size":1188,"gpaPercentile":75,"countPercentile":41,"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":false},{"range":"3.6–4.0","count":650,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":24,"gpaPercentile":78,"countPercentile":57,"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":false},{"range":"3.6–4.0","count":16,"current":true}]}}]},"1242":{"term":"1242","gpa":3.46875,"count":16,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1244":{"term":"1244","gpa":3.830508474576271,"count":59,"university":{"size":1241,"gpaPercentile":72,"countPercentile":44,"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":false},{"range":"3.6–4.0","count":706,"current":true}]},"departments":[{"subject":"ISYE","comparison":{"size":21,"gpaPercentile":70,"countPercentile":60,"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":false},{"range":"3.6–4.0","count":12,"current":true}]}}]},"1254":{"term":"1254","gpa":3.4285714285714284,"count":14,"university":null,"departments":[{"subject":"ISYE","comparison":null}]},"1264":{"term":"1264","gpa":3.4827586206896552,"count":29,"university":null,"departments":[{"subject":"ISYE","comparison":null}]}},"benchmarks":{"all":{"school":{"size":5527,"gpa":3.6700631953364145,"topShare":82.46992714342112,"count":219},"ISYE":{"size":64,"gpa":3.685503830753644,"topShare":83.72027220802741,"count":356.5}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"ISYE":null},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"ISYE":null},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"ISYE":null},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"ISYE":{"size":14,"gpa":3.4469412997609785,"topShare":67.6955584322091,"count":42}},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"ISYE":{"size":14,"gpa":3.4635739499944935,"topShare":68.36302861386832,"count":40}},"1114":{"school":{"size":804,"gpa":3.3696004653806844,"topShare":64.0389334741844,"count":68},"ISYE":{"size":11,"gpa":3.412841793537643,"topShare":66.98646701950561,"count":44}},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"ISYE":{"size":15,"gpa":3.412173563129109,"topShare":65.9564467047386,"count":41}},"1124":{"school":{"size":821,"gpa":3.406589342026613,"topShare":66.35774230127205,"count":67},"ISYE":{"size":13,"gpa":3.5687689324418694,"topShare":73.75416475235485,"count":44}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"ISYE":{"size":16,"gpa":3.5364049773931505,"topShare":75.22354524793886,"count":40}},"1134":{"school":{"size":852,"gpa":3.4138934207568203,"topShare":66.35946578182744,"count":66},"ISYE":{"size":18,"gpa":3.5162768347554625,"topShare":75.28474381169617,"count":44.5}},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"ISYE":{"size":15,"gpa":3.5128855686259963,"topShare":70.39446449718172,"count":41}},"1144":{"school":{"size":878,"gpa":3.4092443327803017,"topShare":65.95978235963416,"count":64},"ISYE":{"size":14,"gpa":3.4927104441409336,"topShare":71.50317287737518,"count":52}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"ISYE":{"size":17,"gpa":3.4850179961463574,"topShare":73.7876204102473,"count":47}},"1154":{"school":{"size":935,"gpa":3.4282378385810093,"topShare":67.66674668721691,"count":63},"ISYE":{"size":15,"gpa":3.5190347673022537,"topShare":74.22854110198433,"count":51}},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"ISYE":{"size":17,"gpa":3.5725128229421537,"topShare":76.66908174242778,"count":47}},"1164":{"school":{"size":965,"gpa":3.46491230798535,"topShare":69.92376287143657,"count":68},"ISYE":{"size":19,"gpa":3.629939118306125,"topShare":80.5561261302253,"count":49}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"ISYE":{"size":20,"gpa":3.62282118668902,"topShare":80.8712827496802,"count":49}},"1174":{"school":{"size":955,"gpa":3.4597947384071412,"topShare":69.5290038366363,"count":69},"ISYE":{"size":20,"gpa":3.548290744949521,"topShare":73.96475892889286,"count":57.5}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"ISYE":{"size":20,"gpa":3.623137975768555,"topShare":79.85162329939513,"count":64}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"ISYE":{"size":22,"gpa":3.5566129214689735,"topShare":75.3813579514971,"count":57}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"ISYE":{"size":21,"gpa":3.606250714862031,"topShare":80.36295437587276,"count":66}},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"ISYE":{"size":22,"gpa":3.629795980115166,"topShare":79.27647395270196,"count":65}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"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},"ISYE":{"size":21,"gpa":3.826924971533834,"topShare":92.62448121984468,"count":57}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"ISYE":{"size":20,"gpa":3.6720523848313853,"topShare":82.3691054858035,"count":63}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"ISYE":{"size":24,"gpa":3.5982967550887195,"topShare":79.26400318090532,"count":48.5}},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"ISYE":{"size":25,"gpa":3.662696584191052,"topShare":81.34147885567297,"count":48}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"ISYE":{"size":24,"gpa":3.6150976595453543,"topShare":79.79311993423791,"count":53}},"1234":{"school":{"size":1188,"gpa":3.5799441677552393,"topShare":77.18256448537606,"count":65},"ISYE":{"size":24,"gpa":3.6495043911288954,"topShare":80.48020872988452,"count":53}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"ISYE":{"size":23,"gpa":3.58121958026649,"topShare":78.36753571915544,"count":51}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"ISYE":{"size":21,"gpa":3.5955893406830746,"topShare":77.54199035575564,"count":55}},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"ISYE":{"size":22,"gpa":3.6580253054677003,"topShare":83.06204049789541,"count":58}},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"ISYE":{"size":22,"gpa":3.691810114676891,"topShare":83.93896862155151,"count":56.5}}}}},"instructorTrends":[{"uid":"instructor_ff6ba8410ca243029f33309d","name":"GABRIEL ZAYAS CABAN","count":300,"terms":[{"term":"1192","count":78,"sections":1,"gpa":3.91025641025641},{"term":"1202","count":52,"sections":1,"gpa":3.548076923076923},{"term":"1212","count":60,"sections":1,"gpa":3.6166666666666667},{"term":"1222","count":28,"sections":1,"gpa":3.517857142857143},{"term":"1232","count":23,"sections":1,"gpa":3.152173913043478},{"term":"1242","count":16,"sections":1,"gpa":3.46875},{"term":"1254","count":14,"sections":1,"gpa":3.4285714285714284},{"term":"1264","count":29,"sections":1,"gpa":3.4827586206896552}]},{"uid":"instructor_100690f58c4672983a7f177c","name":"OGUZHAN ALAGOZ","count":264,"terms":[{"term":"1092","count":20,"sections":1,"gpa":3.825},{"term":"1112","count":33,"sections":1,"gpa":3.378787878787879},{"term":"1122","count":40,"sections":1,"gpa":3.525},{"term":"1174","count":50,"sections":1,"gpa":3.87},{"term":"1184","count":57,"sections":1,"gpa":3.7017543859649122},{"term":"1194","count":64,"sections":1,"gpa":3.84375}]},{"uid":"instructor_e0aba2e4d6a155ffdfe518d3","name":"JUSTIN BOUTILIER","count":200,"terms":[{"term":"1204","count":43,"sections":2,"gpa":3.686046511627907},{"term":"1224","count":42,"sections":1,"gpa":3.7857142857142856},{"term":"1234","count":56,"sections":1,"gpa":3.857142857142857},{"term":"1244","count":59,"sections":1,"gpa":3.830508474576271}]},{"uid":"instructor_cd5fbcc0f56d2351dc480979","name":"NICOLE WERNER","count":149,"terms":[{"term":"1164","count":35,"sections":1,"gpa":3.9},{"term":"1172","count":43,"sections":1,"gpa":3.8372093023255816},{"term":"1182","count":71,"sections":1,"gpa":3.8661971830985915}]},{"uid":"instructor_f140abf49564c858ba3f23db","name":"PATRICIA FLATLEY BRENNAN","count":143,"terms":[{"term":"1072","count":18,"sections":1,"gpa":3.3333333333333335},{"term":"1134","count":41,"sections":1,"gpa":3.048780487804878},{"term":"1152","count":35,"sections":1,"gpa":3.4285714285714284},{"term":"1162","count":49,"sections":1,"gpa":3.4591836734693877}]},{"uid":"instructor_7f3f261c64012f38e8a3634f","name":"ALI HJAAR","count":114,"terms":[{"term":"1174","count":50,"sections":1,"gpa":3.87},{"term":"1194","count":64,"sections":1,"gpa":3.84375}]},{"uid":"instructor_f10fe0107e82d9121edcce07","name":"DAVID ZIMMERMAN","count":109,"terms":[{"term":"1082","count":23,"sections":1,"gpa":3.9130434782608696},{"term":"1102","count":42,"sections":1,"gpa":3.7976190476190474},{"term":"1114","count":44,"sections":1,"gpa":3.9545454545454546}]},{"uid":"instructor_211535983bedd57fdbe1b4bd","name":"KAITLIN EVANS","count":84,"terms":[{"term":"1162","count":49,"sections":1,"gpa":3.4591836734693877},{"term":"1164","count":35,"sections":1,"gpa":3.9}]},{"uid":"instructor_c6f5e432b6050f7fb1e28932","name":"EDMOND RAMLY","count":83,"terms":[{"term":"1142","count":39,"sections":1,"gpa":3.8461538461538463},{"term":"1144","count":44,"sections":1,"gpa":3.727272727272727}]},{"uid":"instructor_e253c0ab6c9083f38c75d1d0","name":"ERKIN OTLES","count":78,"terms":[{"term":"1152","count":35,"sections":1,"gpa":3.4285714285714284},{"term":"1154","count":43,"sections":1,"gpa":3.802325581395349}]},{"uid":"instructor_e8c44354554ff74a85451c4b","name":"THOMAS MARTELL","count":71,"terms":[{"term":"1182","count":71,"sections":1,"gpa":3.8661971830985915}]},{"uid":"instructor_8f77867539c394b71092071e","name":"ELIZABETH SCARIA","count":57,"terms":[{"term":"1184","count":57,"sections":1,"gpa":3.7017543859649122}]},{"uid":"instructor_b59b19b56e506b61c9fa931f","name":"ARI SMITH","count":56,"terms":[{"term":"1234","count":56,"sections":1,"gpa":3.857142857142857}]},{"uid":"instructor_77cefc1d89b8fddbf4b53b37","name":"JOSE VALDEZ","count":50,"terms":[{"term":"1132","count":50,"sections":1,"gpa":3.94}]},{"uid":"instructor_3e0b7f7fb6d2e96cd8d65ff4","name":"ANDREA PRICE","count":44,"terms":[{"term":"1144","count":44,"sections":1,"gpa":3.727272727272727}]},{"uid":"instructor_40fa3314546d8b13147a820f","name":"ANGELA CHUPA","count":44,"terms":[{"term":"1144","count":44,"sections":1,"gpa":3.727272727272727}]},{"uid":"instructor_7dc2c2c8b9a82b8ceec26ee1","name":"ANNA SHANEDLING","count":41,"terms":[{"term":"1134","count":41,"sections":1,"gpa":3.048780487804878}]},{"uid":"instructor_9ac289ca783fe35475307716","name":"MING-YUAN CHIH","count":39,"terms":[{"term":"1142","count":39,"sections":1,"gpa":3.8461538461538463}]},{"uid":"instructor_9cb2b9fa17cdd57de18f4f3c","name":"ENID MONTAGUE","count":36,"terms":[{"term":"1124","count":36,"sections":1,"gpa":3.8333333333333335}]},{"uid":"instructor_0feeb47f785aa723c2a37fbb","name":"JUAN CAMILO DAVID GOMEZ","count":23,"terms":[{"term":"1232","count":23,"sections":1,"gpa":3.152173913043478}]}],"following":[],"projection":null}}