{"schema_version":1,"url":"https://uwcourses.com/courses/MATH_340","title":"MATH 340: Elementary Matrix and Linear Algebra | 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":"a40922f9b8391a3bddc4febedfaf91ffc2815de4cf845c9ed96298bcc435c7a6","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","catalog_version_id":"61da0ad54d7a13a63bd73e2b7221216bc9f725fbc70c4134281bdaa0fcbd5959","course_number":340,"subjects":["MATH"],"title":"ELEMENTARY MATRIX AND LINEAR ALGEBRA","description":"An introduction to linear algebra. Topics include matrix algebra, linear systems of equations, vector spaces, sub-spaces, linear dependence, span, basis, rank of matrices, determinants, linear transformations, coordinate representations, kernel, range, eigenvalues and eigenvectors, diagonalization, inner products and orthogonal vectors, symmetric matrices. Covers linear algebra topics in greater depth and detail thanMATH 320. Formal techniques in mathematical argument [MATH 341] not covered.","requirements_text":"MATH 222. Not open to students with credit forMATH 341,345, or375","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:600:011655"],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"f242db2b60bf7cc9a685d5963ab87e1fa0e738a358f8929558a07f35e3175b92","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"MATH 340 is an introduction to linear algebra covering matrix algebra, vector spaces, linear transformations, eigenvalues, and inner product spaces.","llm_topics":["Matrix algebra and linear systems","Vector spaces and determinants","Linear transformations","Eigenvalues and diagonalization","Inner products and symmetric matrices"],"llm_skills":["Matrix algebra and linear systems","Vector space theory","Linear transformations and mappings","Eigenvalue analysis and diagonalization","Inner product spaces and orthogonality"],"llm_assumed_background":["Calculus and vector geometry"],"llm_search_phrases":["linear algebra matrix algebra","eigenvalues eigenvectors diagonalization","vector spaces linear transformations","MATH 340 elementary matrix"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"adf74e7c87ac1ded416b9b84c9f983fabddb13a5a48213660205dc5fb783018f","course_id":"MATH 340","current_instructors":[{"instructor_uid":"instructor_b72f557dc64939ca32f6a640","message":null,"name":"Kaitlyn Phillipson","review_status":"supported","rmp_instructor_id":"rmp:2865117","summary":[{"citations":[{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-04-11 18:31:43 +0000 UTC","review_id":"4521b3ce2b483f4b5655b15b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3NjA5NDQ5","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-05-17 02:32:31 +0000 UTC","review_id":"b101a718ef147d1a4ef31b3f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3OTQxNjQw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-12-17 02:59:09 +0000 UTC","review_id":"669205020921633bd0089a42","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM4NzEyODI2","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"}],"text":"Kaitlyn Phillipson receives consistent praise for simplifying complex concepts, providing interactive lectures, and offering structured materials like note templates. Reviewers highlight her patience, willingness to re-explain topics, and the helpfulness of recorded lectures and available TAs."},{"citations":[{"instructor_name":"Kaitlyn Phillipson","review_date":"2024-05-20 04:41:42 +0000 UTC","review_id":"e3468ce453362aabd3ed4b72","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM5NDk1NDEw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-04-11 18:31:43 +0000 UTC","review_id":"4521b3ce2b483f4b5655b15b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3NjA5NDQ5","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"}],"text":"While Phillipson is highly recommended, one reviewer notes that grade criteria are strict, though clear. Another mentions the course material itself is difficult, despite the professor's effective teaching style and support."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":5,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":6,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"Recent recorded grades — Fall 2022: 3.03 GPA, 43.8% A/AB (n=89 letter grades); Spring 2023: 3.17 GPA, 51.6% A/AB (n=124 letter grades); Fall 2023: 3.17 GPA, 50.7% A/AB (n=215 letter grades)."}]},{"instructor_uid":"instructor_f6a365d9ffb188b027bffbad","message":"No course-specific reviews available","name":"Paige Hillen","review_status":"no_course_reviews","rmp_instructor_id":"rmp:3142126","summary":[{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":6,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2025: 3.04 GPA, 42.7% A/AB (n=75 letter grades)."}]}],"difficulty_workload":[{"citations":[{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-04-11 18:31:43 +0000 UTC","review_id":"4521b3ce2b483f4b5655b15b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3NjA5NDQ5","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2024-01-29 20:10:21 +0000 UTC","review_id":"a18644ea232d1e9067922968","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM4OTM0NDkw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2024-05-20 04:41:42 +0000 UTC","review_id":"e3468ce453362aabd3ed4b72","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM5NDk1NDEw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"}],"text":"Reviewers describe the workload as fairly light and note that Dr. Phillipson’s clear grading criteria make studying manageable, despite the inherent difficulty of the subject matter."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Honchang Ji","review_date":"2026-02-04 08:03:30 +0000 UTC","review_id":"6e13d058d3c0a98434afdfb0","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3127839","source_review_id":"UmF0aW5nLTQyNTgxNTQ5","source_url":"https://www.ratemyprofessors.com/professor/3127839","type":"review"},{"instructor_name":"Nicholas Derr","review_date":"2026-08-21 18:59:47 +0000 UTC","review_id":"9305b178579c19714ace35d9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3161381","source_review_id":"UmF0aW5nLTQzMzgwNTE0","source_url":"https://www.ratemyprofessors.com/professor/3161381","type":"review"}],"text":"Historical reviews for Honchang Ji and Nicholas Derr highlight clear instruction and engaging lectures. Ji uses online worksheets to aid note-taking, while Derr is praised for explaining concepts clearly and answering questions. Both instructors received positive feedback for making the material accessible."}],"message":null,"offered":true,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-04-11 18:31:43 +0000 UTC","review_id":"4521b3ce2b483f4b5655b15b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3NjA5NDQ5","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-05-17 02:32:31 +0000 UTC","review_id":"b101a718ef147d1a4ef31b3f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3OTQxNjQw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-09-27 15:06:52 +0000 UTC","review_id":"10b1e018c915f655ef2bbb54","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM4MjM3Nzgw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-12-17 02:59:09 +0000 UTC","review_id":"669205020921633bd0089a42","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM4NzEyODI2","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2024-01-29 20:10:21 +0000 UTC","review_id":"a18644ea232d1e9067922968","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM4OTM0NDkw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"}],"text":"Kaitlyn Phillipson receives universal praise for making linear algebra accessible through clear, engaging lectures and supportive teaching. Reviewers highlight her patience, humor, and structured materials as key strengths, though one notes the course material itself is difficult."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2025: 2.98 GPA, 40.7% A/AB (n=621 letter grades); Fall 2025: 2.92 GPA, 40.0% A/AB (n=608 letter grades); Spring 2026: 2.87 GPA, 40.1% A/AB (n=469 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-04-11 18:31:43 +0000 UTC","review_id":"4521b3ce2b483f4b5655b15b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3NjA5NDQ5","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-05-17 02:32:31 +0000 UTC","review_id":"b101a718ef147d1a4ef31b3f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM3OTQxNjQw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2023-12-17 02:59:09 +0000 UTC","review_id":"669205020921633bd0089a42","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM4NzEyODI2","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"},{"instructor_name":"Kaitlyn Phillipson","review_date":"2024-05-20 04:41:42 +0000 UTC","review_id":"e3468ce453362aabd3ed4b72","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2865117","source_review_id":"UmF0aW5nLTM5NDk1NDEw","source_url":"https://www.ratemyprofessors.com/professor/2865117","type":"review"}],"text":"Students value the availability of TAs for thorough explanations, recorded lectures, and online note templates that facilitate note-taking. One reviewer regrets not attending more office hours, indicating high engagement with the instructor's support."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"}],"text":"DOHYUN KWON is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"}],"text":"DONGHYUN LEE is recorded teaching in Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":7,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"FENG ZHU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1104","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1112","type":"grade"}],"text":"FLORIAN BERTRAND is recorded teaching in Spring 2010, Fall 2010. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"}],"text":"GARY HOWARD SCHROEDER is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":5,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"HONGCHANG JI is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":5,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":6,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"KAITLYN PHILLIPSON is recorded teaching in Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1084","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":5,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1084","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1104","type":"grade"}],"text":"MUSTAFA KALAFAT is recorded teaching in Spring 2008, Spring 2010. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"NICHOLAS DERR is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":6,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"PAIGE HILLEN is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"}],"text":"SEAN ROSTAMI is recorded teaching in Fall 2013. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 340","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","source_record":{"entity_id":"8ca4cb82-0242-32e6-8206-b1f99ae17e84","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1072","type":"grade"}],"text":"XIUXIONG CHEN is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2"],"condition":null,"course":null,"evidence":"MATH 222. Not open to students with credit forMATH 341,345, or375","id":"n0","kind":"all"},{"children":[],"condition":null,"course":{"course_number":222,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 222","id":"n1","kind":"course"},{"children":["n3"],"condition":null,"course":null,"evidence":"Not open to students with credit forMATH 341,345, or375","id":"n2","kind":"not"},{"children":["n4","n5","n6"],"condition":null,"course":null,"evidence":"credit forMATH 341,345, or375","id":"n3","kind":"any"},{"children":[],"condition":null,"course":{"course_number":341,"minimum_grade":null,"subjects":["MATH"],"timing":"unspecified"},"evidence":"MATH 341","id":"n4","kind":"course"},{"children":[],"condition":null,"course":{"course_number":345,"minimum_grade":null,"subjects":["MATH"],"timing":"unspecified"},"evidence":"345","id":"n5","kind":"course"},{"children":[],"condition":null,"course":{"course_number":375,"minimum_grade":null,"subjects":["MATH"],"timing":"unspecified"},"evidence":"375","id":"n6","kind":"course"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_90fe8b6c41e9a528d11219da","source":"enrollment","source_instructor_id":"bellek","identity_basis":"netid","identity_status":"source_identified","name":"Celal Can Bellek","email":"BELLEK@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/CELAL_CAN_BELLEK"},{"instructor_uid":"instructor_a756a868088a1956ff5083d7","source":"enrollment","source_instructor_id":"jamessina","identity_basis":"netid","identity_status":"source_identified","name":"Jack Messina","email":"JAMESSINA@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/JACK_MESSINA"},{"instructor_uid":"instructor_b72f557dc64939ca32f6a640","source":"enrollment","source_instructor_id":"kphillipson","identity_basis":"netid","identity_status":"source_identified","name":"Kaitlyn Phillipson","email":"KPHILLIPSON@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":55,"quality":4.38,"difficulty":2.49,"quality_count":55,"difficulty_count":55,"profile_id":"rmp:2865117","source_url":"https://www.ratemyprofessors.com/professor/2865117","match_basis":"exact_name","observed_at":"2026-09-07 16:27:44.691758+00:00","courses":{"course_0002a781bc9543f3a2ac1a94":{"review_count":17,"quality":4.41,"difficulty":2.24,"quality_count":17,"difficulty_count":17},"course_9b0dc1865ea603eb0083bc33":{"review_count":25,"quality":4.04,"difficulty":2.6,"quality_count":25,"difficulty_count":25},"course_eec4aae06b946a73f1878be4":{"review_count":13,"quality":5,"difficulty":2.62,"quality_count":13,"difficulty_count":13}},"bayesian_quality":4.187916208945759,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/KAITLYN_PHILLIPSON"},{"instructor_uid":"instructor_23c947670f6a25f75b38c763","source":"enrollment","source_instructor_id":"xhuang543","identity_basis":"netid","identity_status":"source_identified","name":"Lattice Huang","email":"XHUANG543@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/LATTICE_HUANG"},{"instructor_uid":"instructor_f6a365d9ffb188b027bffbad","source":"enrollment","source_instructor_id":"hillen2","identity_basis":"netid","identity_status":"source_identified","name":"Paige Hillen","email":"HILLEN2@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":6,"quality":5,"difficulty":2.17,"quality_count":6,"difficulty_count":6,"profile_id":"rmp:3142126","source_url":"https://www.ratemyprofessors.com/professor/3142126","match_basis":"exact_name","observed_at":"2026-09-07 16:12:56.376780+00:00","courses":{"course_7d3f055b392d74c588d35d0b":{"review_count":3,"quality":5,"difficulty":2,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.9689890642666117,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAIGE_HILLEN"},{"instructor_uid":"instructor_c3aeb456b559993b2fa79006","source":"enrollment","source_instructor_id":"haeussleralb","identity_basis":"netid","identity_status":"source_identified","name":"Rio Haeussler Albi","email":"HAEUSSLERALB@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/RIO_HAEUSSLER_ALBI"},{"instructor_uid":"instructor_15bfe8c362842d3aab17c8f3","source":"enrollment","source_instructor_id":"yzang27","identity_basis":"netid","identity_status":"source_identified","name":"Yourong Zang","email":"YOURONG.ZANG@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/YOURONG_ZANG"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:600:011655","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1272","source_course_id":"011655","source_subject_id":"600","title":"Elementary Matrix and Linear Algebra","credits_min":3,"credits_max":3,"typically_offered":"Fall, Spring, Summer"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:14736","term_id":"1272","source_section_id":"14736","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":190,"enrolled":187,"waitlisted":6,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:18671","term_id":"1272","source_section_id":"18671","identity_basis":"class_number","section_number":"003","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":92,"enrolled":92,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:22688","term_id":"1272","source_section_id":"22688","identity_basis":"class_number","section_number":"002","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":186,"enrolled":185,"waitlisted":9,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26119","term_id":"1272","source_section_id":"26119","identity_basis":"class_number","section_number":"302","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":30,"waitlisted":2,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26120","term_id":"1272","source_section_id":"26120","identity_basis":"class_number","section_number":"303","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26121","term_id":"1272","source_section_id":"26121","identity_basis":"class_number","section_number":"321","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26122","term_id":"1272","source_section_id":"26122","identity_basis":"class_number","section_number":"322","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":30,"waitlisted":3,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26123","term_id":"1272","source_section_id":"26123","identity_basis":"class_number","section_number":"323","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:26124","term_id":"1272","source_section_id":"26124","identity_basis":"class_number","section_number":"342","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:30832","term_id":"1272","source_section_id":"30832","identity_basis":"class_number","section_number":"343","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":30,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34311","term_id":"1272","source_section_id":"34311","identity_basis":"class_number","section_number":"341","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":30,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34317","term_id":"1272","source_section_id":"34317","identity_basis":"class_number","section_number":"304","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":31,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34318","term_id":"1272","source_section_id":"34318","identity_basis":"class_number","section_number":"324","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":29,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34943","term_id":"1272","source_section_id":"34943","identity_basis":"class_number","section_number":"305","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":2,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34944","term_id":"1272","source_section_id":"34944","identity_basis":"class_number","section_number":"306","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:34946","term_id":"1272","source_section_id":"34946","identity_basis":"class_number","section_number":"308","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":30,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:35723","term_id":"1272","source_section_id":"35723","identity_basis":"class_number","section_number":"325","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":30,"enrolled":30,"waitlisted":2,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:35762","term_id":"1272","source_section_id":"35762","identity_basis":"class_number","section_number":"326","section_type":"DIS","instruction_mode":"Classroom Instruction","capacity":32,"enrolled":32,"waitlisted":1,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_5d47fd39944a27ba3eef69cd","source":"madgrades","source_instructor_id":"3568500","identity_basis":"source_id","identity_status":"source_identified","name":"XIUXIONG CHEN","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":9,"quality":2.11,"difficulty":2.22,"quality_count":9,"difficulty_count":9,"profile_id":"rmp:791230","source_url":"https://www.ratemyprofessors.com/professor/791230","match_basis":"exact_name","observed_at":"2026-09-07 15:58:25.641114+00:00","courses":{"course_364c50303ed83d1234b4ea51":{"review_count":1,"quality":2,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_1f8e8903c7761a5fe852a4bc":{"review_count":4,"quality":1.75,"difficulty":2.5,"quality_count":4,"difficulty_count":4},"course_eec4aae06b946a73f1878be4":{"review_count":3,"quality":2.67,"difficulty":2.33,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.178748816239031,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.858,"graded":314,"counts":[98,24,76,29,49,23,15],"sections":18},"instructor_url":"/instructors/XIUXIONG_CHEN"},{"instructor_uid":"instructor_e936c15acd8f34d76d6168b6","source":"madgrades","source_instructor_id":"4109650","identity_basis":"source_id","identity_status":"source_identified","name":"AOBING LI","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":24,"quality":1.38,"difficulty":3.62,"quality_count":24,"difficulty_count":24,"profile_id":"rmp:757277","source_url":"https://www.ratemyprofessors.com/professor/757277","match_basis":"exact_name","observed_at":"2026-09-07 16:54:35.523755+00:00","courses":{"course_c9bdf631650ccfb896fcfc26":{"review_count":1,"quality":2,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_0002a781bc9543f3a2ac1a94":{"review_count":2,"quality":2,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":1.5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_1f8e8903c7761a5fe852a4bc":{"review_count":3,"quality":1,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_9b0dc1865ea603eb0083bc33":{"review_count":6,"quality":1.33,"difficulty":3.83,"quality_count":6,"difficulty_count":6}},"bayesian_quality":2.416220810702998,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.647,"graded":428,"counts":[85,87,78,23,73,51,31],"sections":6},"instructor_url":"/instructors/AOBING_LI--instructor_e936c15acd8f34d76d6168b6"},{"instructor_uid":"instructor_b11c622953ffbd6f8c4351e8","source":"madgrades","source_instructor_id":"2600753","identity_basis":"source_id","identity_status":"source_identified","name":"ROBERT WILSON","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":62,"quality":4.65,"difficulty":2.42,"quality_count":62,"difficulty_count":62,"profile_id":"rmp:239910","source_url":"https://www.ratemyprofessors.com/professor/239910","match_basis":"exact_name","observed_at":"2026-09-07 16:09:24.487057+00:00","courses":{"course_8634dde81cc95f6c58014087":{"review_count":19,"quality":4.68,"difficulty":2,"quality_count":19,"difficulty_count":19},"course_3b14f667f980624c1f5bde67":{"review_count":1,"quality":3,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_858c09056ac5ed119a96d808":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_6bc496e4640fd08f71e1b041":{"review_count":16,"quality":4.75,"difficulty":2.94,"quality_count":16,"difficulty_count":16},"course_cc1de60e9953cdd9c469e9a5":{"review_count":13,"quality":4.54,"difficulty":2.23,"quality_count":13,"difficulty_count":13},"course_7e12e6bf6be7a81f7ca74420":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.408459947206487,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.849,"graded":1354,"counts":[405,130,343,68,242,100,66],"sections":13},"instructor_url":"/instructors/ROBERT_WILSON--instructor_b11c622953ffbd6f8c4351e8"},{"instructor_uid":"instructor_d08cdd451832f35e1b13d3bc","source":"madgrades","source_instructor_id":"3925958","identity_basis":"source_id","identity_status":"source_identified","name":"KATHRIN BRINGMANN","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":2.618,"graded":562,"counts":[112,60,120,59,129,48,34],"sections":4},"instructor_url":"/instructors/KATHRIN_BRINGMANN"},{"instructor_uid":"instructor_1e24f94aea20e0aa140b0f04","source":"madgrades","source_instructor_id":"2600141","identity_basis":"source_id","identity_status":"source_identified","name":"RICHARD A BRUALDI","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":3.063,"graded":142,"counts":[48,20,30,10,25,8,1],"sections":10},"instructor_url":"/instructors/RICHARD_A_BRUALDI"},{"instructor_uid":"instructor_81b429dc1e8a4acb45894510","source":"madgrades","source_instructor_id":"2600233","identity_basis":"source_id","identity_status":"source_identified","name":"DIETRICH UHLENBROCK","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":2.772,"graded":254,"counts":[52,35,61,29,51,16,10],"sections":4},"instructor_url":"/instructors/DIETRICH_UHLENBROCK"},{"instructor_uid":"instructor_a8ee81ac1089a4659edf3583","source":"madgrades","source_instructor_id":"3100239","identity_basis":"source_id","identity_status":"source_identified","name":"JUN CHEN","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.232,"graded":414,"counts":[186,40,106,8,49,18,7],"sections":5},"instructor_url":"/instructors/JUN_CHEN"},{"instructor_uid":"instructor_e4940193d40b46f9e2810a27","source":"madgrades","source_instructor_id":"3014255","identity_basis":"source_id","identity_status":"source_identified","name":"ARUN RAM","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":115,"quality":3.83,"difficulty":4.14,"quality_count":115,"difficulty_count":115,"profile_id":"rmp:202881","source_url":"https://www.ratemyprofessors.com/professor/202881","match_basis":"exact_name","observed_at":"2026-09-07 16:54:08.685189+00:00","courses":{"course_cc1de60e9953cdd9c469e9a5":{"review_count":76,"quality":3.79,"difficulty":4.08,"quality_count":76,"difficulty_count":76},"course_eec4aae06b946a73f1878be4":{"review_count":1,"quality":4,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_364c50303ed83d1234b4ea51":{"review_count":1,"quality":5,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_9b0dc1865ea603eb0083bc33":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_6bc496e4640fd08f71e1b041":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.804768264229125,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.867,"graded":301,"counts":[97,28,56,22,65,24,9],"sections":13},"instructor_url":"/instructors/ARUN_RAM--instructor_e4940193d40b46f9e2810a27"},{"instructor_uid":"instructor_48e572d2049f84b83f04af8a","source":"madgrades","source_instructor_id":"4074961","identity_basis":"source_id","identity_status":"source_identified","name":"KE ZHU","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":3.32,"graded":462,"counts":[210,87,60,57,24,19,5],"sections":7},"instructor_url":"/instructors/KE_ZHU"},{"instructor_uid":"instructor_78d8427e395048f488ebf606","source":"madgrades","source_instructor_id":"4384627","identity_basis":"source_id","identity_status":"source_identified","name":"HSIAN-HUA TSENG","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":6,"quality":4,"difficulty":3.33,"quality_count":6,"difficulty_count":6,"profile_id":"rmp:1195050","source_url":"https://www.ratemyprofessors.com/professor/1195050","match_basis":"exact_name","observed_at":"2026-09-07 16:36:26.680162+00:00","courses":{"course_6c15cc3b45a4c19a3ad6a2cd":{"review_count":4,"quality":4,"difficulty":3,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.7382198334973813,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.181,"graded":207,"counts":[55,48,51,33,16,3,1],"sections":5},"instructor_url":"/instructors/HSIAN-HUA_TSENG"},{"instructor_uid":"instructor_ba9fb29823cb5045cb3e2453","source":"madgrades","source_instructor_id":"3234517","identity_basis":"source_id","identity_status":"source_identified","name":"GABRIELE MEYER","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":35,"quality":1.4,"difficulty":3.4,"quality_count":35,"difficulty_count":35,"profile_id":"rmp:2357580","source_url":"https://www.ratemyprofessors.com/professor/2357580","match_basis":"exact_name","observed_at":"2026-09-07 16:38:47.658749+00:00","courses":{"course_cc1de60e9953cdd9c469e9a5":{"review_count":24,"quality":1.33,"difficulty":3.38,"quality_count":24,"difficulty_count":24},"course_9a1a7bf1933981bcbaca47ac":{"review_count":4,"quality":2,"difficulty":3.5,"quality_count":4,"difficulty_count":4},"course_8634dde81cc95f6c58014087":{"review_count":2,"quality":1.5,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":2.221703921289671,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.029,"graded":6605,"counts":[1548,1162,1828,1053,699,236,79],"sections":59},"instructor_url":"/instructors/GABRIELE_MEYER--instructor_ba9fb29823cb5045cb3e2453"},{"instructor_uid":"instructor_f46a07add28199b6227df820","source":"madgrades","source_instructor_id":"4396452","identity_basis":"source_id","identity_status":"source_identified","name":"MUSTAFA KALAFAT","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":37,"quality":1.76,"difficulty":3.57,"quality_count":37,"difficulty_count":37,"profile_id":"rmp:1079222","source_url":"https://www.ratemyprofessors.com/professor/1079222","match_basis":"exact_name","observed_at":"2026-09-07 16:16:19.143219+00:00","courses":{"course_a133a953d2fc593f17f887bf":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_9b0dc1865ea603eb0083bc33":{"review_count":18,"quality":1.5,"difficulty":3.83,"quality_count":18,"difficulty_count":18},"course_1f8e8903c7761a5fe852a4bc":{"review_count":3,"quality":1.33,"difficulty":3,"quality_count":3,"difficulty_count":3},"course_60c2767a206a079d3af2a1a4":{"review_count":1,"quality":3,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.4265564152795074,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.873,"graded":824,"counts":[139,145,195,212,78,33,22],"sections":13},"instructor_url":"/instructors/MUSTAFA_KALAFAT--instructor_f46a07add28199b6227df820"},{"instructor_uid":"instructor_cdee516dd316c178fc57fc60","source":"madgrades","source_instructor_id":"2602131","identity_basis":"source_id","identity_status":"source_identified","name":"YONG-GEUN OH","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":30,"quality":1.57,"difficulty":4.07,"quality_count":30,"difficulty_count":30,"profile_id":"rmp:310368","source_url":"https://www.ratemyprofessors.com/professor/310368","match_basis":"exact_name","observed_at":"2026-09-07 15:57:37.183335+00:00","courses":{"course_6bc496e4640fd08f71e1b041":{"review_count":12,"quality":1.58,"difficulty":4.08,"quality_count":12,"difficulty_count":12},"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":2,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_8634dde81cc95f6c58014087":{"review_count":12,"quality":1.5,"difficulty":4.25,"quality_count":12,"difficulty_count":12}},"bayesian_quality":2.405874313418638,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.557,"graded":851,"counts":[214,62,144,68,203,95,65],"sections":23},"instructor_url":"/instructors/YONG-GEUN_OH"},{"instructor_uid":"instructor_f00d358fd7c1650bfb3e8b33","source":"madgrades","source_instructor_id":"2600167","identity_basis":"source_id","identity_status":"source_identified","name":"ALEXANDER NAGEL","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":45,"quality":4.8,"difficulty":2.69,"quality_count":45,"difficulty_count":45,"profile_id":"rmp:314655","source_url":"https://www.ratemyprofessors.com/professor/314655","match_basis":"exact_name","observed_at":"2026-09-07 16:56:55.504552+00:00","courses":{"course_6bc496e4640fd08f71e1b041":{"review_count":6,"quality":4.83,"difficulty":2.5,"quality_count":6,"difficulty_count":6},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":4,"difficulty":1.5,"quality_count":2,"difficulty_count":2},"course_5d98ff5f6adce2207e394dc6":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_f14af393237e30c6a39c8fb8":{"review_count":1,"quality":5,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_be7b0773bc9d040384a6a3ce":{"review_count":3,"quality":5,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_cc1de60e9953cdd9c469e9a5":{"review_count":8,"quality":5,"difficulty":2.38,"quality_count":8,"difficulty_count":8},"course_65e8e94bbd9a434f7539af0a":{"review_count":4,"quality":4.25,"difficulty":2.5,"quality_count":4,"difficulty_count":4}},"bayesian_quality":4.449134087245106,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.21,"graded":630,"counts":[247,83,186,34,42,17,21],"sections":23},"instructor_url":"/instructors/ALEXANDER_NAGEL--instructor_f00d358fd7c1650bfb3e8b33"},{"instructor_uid":"instructor_0c3d88c8d1ad32e4ae89384e","source":"madgrades","source_instructor_id":"4530871","identity_basis":"source_id","identity_status":"source_identified","name":"RIAD MASRI","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":3.057,"graded":87,"counts":[27,10,30,6,7,4,3],"sections":3},"instructor_url":"/instructors/RIAD_MASRI"},{"instructor_uid":"instructor_741e3bc13b3d0155b7f9ef9f","source":"madgrades","source_instructor_id":"387784","identity_basis":"source_id","identity_status":"source_identified","name":"CONCETTA M. 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":2.777,"graded":399,"counts":[115,30,105,16,79,30,24],"sections":14},"instructor_url":"/instructors/CONCETTA_M_GOMEZ"},{"instructor_uid":"instructor_2fb787f86b8633b6cd215c7a","source":"madgrades","source_instructor_id":"3949560","identity_basis":"source_id","identity_status":"source_identified","name":"SHIRIN MALEKPOUR","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":131,"quality":2.96,"difficulty":3.24,"quality_count":131,"difficulty_count":131,"profile_id":"rmp:481453","source_url":"https://www.ratemyprofessors.com/professor/481453","match_basis":"exact_name","observed_at":"2026-09-07 16:05:46.636551+00:00","courses":{"course_cc1de60e9953cdd9c469e9a5":{"review_count":28,"quality":3.71,"difficulty":3.11,"quality_count":28,"difficulty_count":28},"course_9b0dc1865ea603eb0083bc33":{"review_count":2,"quality":2.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_eec4aae06b946a73f1878be4":{"review_count":3,"quality":3.67,"difficulty":2.67,"quality_count":3,"difficulty_count":3},"course_3b14f667f980624c1f5bde67":{"review_count":5,"quality":4.8,"difficulty":1.8,"quality_count":5,"difficulty_count":5},"course_6bc496e4640fd08f71e1b041":{"review_count":14,"quality":2.71,"difficulty":3.29,"quality_count":14,"difficulty_count":14},"course_7e12e6bf6be7a81f7ca74420":{"review_count":2,"quality":4,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_65e8e94bbd9a434f7539af0a":{"review_count":18,"quality":1.83,"difficulty":3.72,"quality_count":18,"difficulty_count":18},"course_8634dde81cc95f6c58014087":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.0526736137147807,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.773,"graded":1800,"counts":[464,156,477,188,268,153,94],"sections":54},"instructor_url":"/instructors/SHIRIN_MALEKPOUR--instructor_2fb787f86b8633b6cd215c7a"},{"instructor_uid":"instructor_e4128e249cb9e36c3c1d6985","source":"madgrades","source_instructor_id":"2602086","identity_basis":"source_id","identity_status":"source_identified","name":"AMIR ASSADI","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":61,"quality":1.8,"difficulty":3.39,"quality_count":61,"difficulty_count":61,"profile_id":"rmp:513807","source_url":"https://www.ratemyprofessors.com/professor/513807","match_basis":"exact_name","observed_at":"2026-09-07 16:56:05.640539+00:00","courses":{"course_c9bdf631650ccfb896fcfc26":{"review_count":3,"quality":3,"difficulty":1.67,"quality_count":3,"difficulty_count":3},"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":3,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_6a5fd6b22fd05d58426ea680":{"review_count":4,"quality":2.5,"difficulty":2.25,"quality_count":4,"difficulty_count":4},"course_a0267213f16255cce8332683":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_8634dde81cc95f6c58014087":{"review_count":37,"quality":1.54,"difficulty":3.81,"quality_count":37,"difficulty_count":37},"course_0002a781bc9543f3a2ac1a94":{"review_count":3,"quality":1.67,"difficulty":3,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":3.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_9b0dc1865ea603eb0083bc33":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_0dfd29a68b2ec8cec894a8cd":{"review_count":1,"quality":1,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.259181674949777,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.075,"graded":1223,"counts":[484,135,259,93,134,75,43],"sections":45},"instructor_url":"/instructors/AMIR_ASSADI--instructor_e4128e249cb9e36c3c1d6985"},{"instructor_uid":"instructor_4f5eee4a2d73c8a88c1fb341","source":"madgrades","source_instructor_id":"4601948","identity_basis":"source_id","identity_status":"source_identified","name":"FLORIAN BERTRAND","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":22,"quality":4.45,"difficulty":2.86,"quality_count":22,"difficulty_count":22,"profile_id":"rmp:1277603","source_url":"https://www.ratemyprofessors.com/professor/1277603","match_basis":"exact_name","observed_at":"2026-09-07 16:39:13.258768+00:00","courses":{"course_4aa5bbed0c86993f5f0dc832":{"review_count":3,"quality":5,"difficulty":2.67,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":5,"difficulty":2.67,"quality_count":6,"difficulty_count":6},"course_cc1de60e9953cdd9c469e9a5":{"review_count":5,"quality":3.6,"difficulty":3,"quality_count":5,"difficulty_count":5},"course_fa53f4954bab469b5d4c4fe3":{"review_count":3,"quality":5,"difficulty":2.33,"quality_count":3,"difficulty_count":3},"course_364c50303ed83d1234b4ea51":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.073659896926951,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.133,"graded":622,"counts":[115,167,194,102,29,9,6],"sections":10},"instructor_url":"/instructors/FLORIAN_BERTRAND"},{"instructor_uid":"instructor_0660857dda9aca7c6088b09a","source":"madgrades","source_instructor_id":"2600310","identity_basis":"source_id","identity_status":"source_identified","name":"DONALD PASSMAN","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":61,"quality":4.05,"difficulty":2.87,"quality_count":61,"difficulty_count":61,"profile_id":"rmp:152258","source_url":"https://www.ratemyprofessors.com/professor/152258","match_basis":"exact_name","observed_at":"2026-09-07 16:43:21.784234+00:00","courses":{"course_72733c94bb8725b969d3e958":{"review_count":1,"quality":5,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_cc1de60e9953cdd9c469e9a5":{"review_count":21,"quality":3.67,"difficulty":3.29,"quality_count":21,"difficulty_count":21},"course_6bc496e4640fd08f71e1b041":{"review_count":23,"quality":4.39,"difficulty":2.74,"quality_count":23,"difficulty_count":23},"course_60c2767a206a079d3af2a1a4":{"review_count":2,"quality":2.5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_364c50303ed83d1234b4ea51":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_8634dde81cc95f6c58014087":{"review_count":3,"quality":4.67,"difficulty":2.33,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.953626119394221,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.766,"graded":1785,"counts":[446,178,459,122,365,118,97],"sections":21},"instructor_url":"/instructors/DONALD_PASSMAN"},{"instructor_uid":"instructor_eb98a96c05ac474b321e9170","source":"madgrades","source_instructor_id":"4170482","identity_basis":"source_id","identity_status":"source_identified","name":"SEAN PAUL","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":242,"quality":1.73,"difficulty":4.28,"quality_count":242,"difficulty_count":242,"profile_id":"rmp:1029779","source_url":"https://www.ratemyprofessors.com/professor/1029779","match_basis":"exact_name","observed_at":"2026-09-07 16:06:34.601176+00:00","courses":{"course_cd8a47c5c8808c1cc3427d87":{"review_count":24,"quality":1.38,"difficulty":4.67,"quality_count":24,"difficulty_count":24},"course_26e66d6ac87698124a229853":{"review_count":3,"quality":1,"difficulty":3.67,"quality_count":3,"difficulty_count":3},"course_364c50303ed83d1234b4ea51":{"review_count":2,"quality":3,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_8634dde81cc95f6c58014087":{"review_count":144,"quality":1.64,"difficulty":4.35,"quality_count":144,"difficulty_count":144},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":1.67,"difficulty":4,"quality_count":6,"difficulty_count":6},"course_63c43e7ac8225e2773df74d8":{"review_count":1,"quality":1,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_963da18c52ee0091bf4904b6":{"review_count":2,"quality":3,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_7d3f055b392d74c588d35d0b":{"review_count":5,"quality":2.2,"difficulty":3.2,"quality_count":5,"difficulty_count":5},"course_6bc496e4640fd08f71e1b041":{"review_count":5,"quality":2.8,"difficulty":4.2,"quality_count":5,"difficulty_count":5},"course_9a1a7bf1933981bcbaca47ac":{"review_count":2,"quality":3.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_cc1de60e9953cdd9c469e9a5":{"review_count":20,"quality":1.7,"difficulty":4,"quality_count":20,"difficulty_count":20},"course_5d98ff5f6adce2207e394dc6":{"review_count":6,"quality":2.67,"difficulty":4.67,"quality_count":6,"difficulty_count":6}},"bayesian_quality":1.8773042582859996,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.947,"graded":3104,"counts":[878,355,749,367,532,165,58],"sections":58},"instructor_url":"/instructors/SEAN_PAUL--instructor_eb98a96c05ac474b321e9170"},{"instructor_uid":"instructor_bc7acc9f38e7d8108854c8c5","source":"madgrades","source_instructor_id":"3334967","identity_basis":"source_id","identity_status":"source_identified","name":"TULLIA DYMARZ","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":53,"quality":3.21,"difficulty":3.04,"quality_count":53,"difficulty_count":53,"profile_id":"rmp:1653279","source_url":"https://www.ratemyprofessors.com/professor/1653279","match_basis":"exact_name","observed_at":"2026-09-07 16:01:02.366500+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_60c2767a206a079d3af2a1a4":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_be7b0773bc9d040384a6a3ce":{"review_count":3,"quality":4.67,"difficulty":4.33,"quality_count":3,"difficulty_count":3},"course_5d98ff5f6adce2207e394dc6":{"review_count":6,"quality":3.5,"difficulty":4.67,"quality_count":6,"difficulty_count":6},"course_eec4aae06b946a73f1878be4":{"review_count":3,"quality":3.33,"difficulty":2,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.3332015845333136,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.594,"graded":668,"counts":[403,109,98,26,20,8,4],"sections":50},"instructor_url":"/instructors/TULLIA_DYMARZ--instructor_bc7acc9f38e7d8108854c8c5"},{"instructor_uid":"instructor_f2e0ee4a695f3aaefcad5d03","source":"madgrades","source_instructor_id":"4833813","identity_basis":"source_id","identity_status":"source_identified","name":"SHAMGAR GUREVICH","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":39,"quality":3.1,"difficulty":2.44,"quality_count":39,"difficulty_count":39,"profile_id":"rmp:1522421","source_url":"https://www.ratemyprofessors.com/professor/1522421","match_basis":"exact_name","observed_at":"2026-09-07 16:06:14.053692+00:00","courses":{"course_edc3174bf073c9d7af51f678":{"review_count":3,"quality":2.33,"difficulty":3,"quality_count":3,"difficulty_count":3},"course_63c43e7ac8225e2773df74d8":{"review_count":1,"quality":2,"difficulty":1,"quality_count":1,"difficulty_count":1},"course_fa53f4954bab469b5d4c4fe3":{"review_count":9,"quality":2.67,"difficulty":2.67,"quality_count":9,"difficulty_count":9},"course_2e71825a82859020279c78b8":{"review_count":3,"quality":3.33,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_6a5fd6b22fd05d58426ea680":{"review_count":6,"quality":2.67,"difficulty":2.33,"quality_count":6,"difficulty_count":6},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":3.17,"difficulty":1.17,"quality_count":6,"difficulty_count":6},"course_7e12e6bf6be7a81f7ca74420":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.289723994422575,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.554,"graded":1077,"counts":[561,296,126,44,25,10,15],"sections":50},"instructor_url":"/instructors/SHAMGAR_GUREVICH--instructor_f2e0ee4a695f3aaefcad5d03"},{"instructor_uid":"instructor_fd9a4affe35e11b7e5d568b9","source":"madgrades","source_instructor_id":"861732","identity_basis":"source_id","identity_status":"source_identified","name":"SHARAD CHANDARANA","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":123,"quality":1.42,"difficulty":3.88,"quality_count":123,"difficulty_count":123,"profile_id":"rmp:196238","source_url":"https://www.ratemyprofessors.com/professor/196238","match_basis":"exact_name","observed_at":"2026-09-07 16:06:05.243104+00:00","courses":{"course_9a1a7bf1933981bcbaca47ac":{"review_count":9,"quality":1,"difficulty":3.78,"quality_count":9,"difficulty_count":9},"course_8634dde81cc95f6c58014087":{"review_count":2,"quality":1.5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_65e8e94bbd9a434f7539af0a":{"review_count":19,"quality":1.26,"difficulty":3.89,"quality_count":19,"difficulty_count":19},"course_9b0dc1865ea603eb0083bc33":{"review_count":6,"quality":1,"difficulty":3,"quality_count":6,"difficulty_count":6},"course_6c15cc3b45a4c19a3ad6a2cd":{"review_count":7,"quality":1.29,"difficulty":3.57,"quality_count":7,"difficulty_count":7},"course_cc1de60e9953cdd9c469e9a5":{"review_count":6,"quality":2.33,"difficulty":3.5,"quality_count":6,"difficulty_count":6},"course_eec4aae06b946a73f1878be4":{"review_count":27,"quality":1.59,"difficulty":4.41,"quality_count":27,"difficulty_count":27},"course_6bc496e4640fd08f71e1b041":{"review_count":8,"quality":1.5,"difficulty":3.5,"quality_count":8,"difficulty_count":8},"course_1f8e8903c7761a5fe852a4bc":{"review_count":7,"quality":1,"difficulty":4.29,"quality_count":7,"difficulty_count":7},"course_fa53f4954bab469b5d4c4fe3":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_63c43e7ac8225e2773df74d8":{"review_count":1,"quality":1,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":1.7332427669295938,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.872,"graded":1989,"counts":[546,210,520,202,288,153,70],"sections":33},"instructor_url":"/instructors/SHARAD_CHANDARANA--instructor_fd9a4affe35e11b7e5d568b9"},{"instructor_uid":"instructor_3779947d73a0dd96a281ef4e","source":"madgrades","source_instructor_id":"3976920","identity_basis":"source_id","identity_status":"source_identified","name":"MINGZHONG CAI","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":24,"quality":2.62,"difficulty":4.21,"quality_count":24,"difficulty_count":24,"profile_id":"rmp:1709676","source_url":"https://www.ratemyprofessors.com/professor/1709676","match_basis":"exact_name","observed_at":"2026-09-07 16:16:53.463913+00:00","courses":{"course_9b0dc1865ea603eb0083bc33":{"review_count":11,"quality":2.36,"difficulty":4.09,"quality_count":11,"difficulty_count":11},"course_7d3f055b392d74c588d35d0b":{"review_count":2,"quality":4.5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":3,"difficulty":4.67,"quality_count":6,"difficulty_count":6}},"bayesian_quality":3.0925844470666344,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.809,"graded":581,"counts":[142,85,91,105,93,45,20],"sections":15},"instructor_url":"/instructors/MINGZHONG_CAI"},{"instructor_uid":"instructor_f3eee5c71b9825c49d9eb0c0","source":"madgrades","source_instructor_id":"3631895","identity_basis":"source_id","identity_status":"source_identified","name":"LINDSAY STOVALL","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":3.296,"graded":1555,"counts":[763,129,338,78,181,51,15],"sections":55},"instructor_url":"/instructors/LINDSAY_STOVALL--instructor_f3eee5c71b9825c49d9eb0c0"},{"instructor_uid":"instructor_a3d976462c902ad75d58fc67","source":"madgrades","source_instructor_id":"5127444","identity_basis":"source_id","identity_status":"source_identified","name":"GREGORY SHINAULT","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":23,"quality":4.09,"difficulty":3.17,"quality_count":23,"difficulty_count":23,"profile_id":"rmp:1772334","source_url":"https://www.ratemyprofessors.com/professor/1772334","match_basis":"exact_name","observed_at":"2026-09-07 16:37:58.407068+00:00","courses":{"course_dcdb624e3fb8cbaf9a557ab9":{"review_count":9,"quality":4.11,"difficulty":3.33,"quality_count":9,"difficulty_count":9},"course_c602622d732dbbc9aceeeddf":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_2e71825a82859020279c78b8":{"review_count":2,"quality":4.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_6bc496e4640fd08f71e1b041":{"review_count":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_eec4aae06b946a73f1878be4":{"review_count":4,"quality":5,"difficulty":2,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.8898538528123696,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.015,"graded":1540,"counts":[479,164,452,117,217,70,41],"sections":22},"instructor_url":"/instructors/GREGORY_SHINAULT--instructor_a3d976462c902ad75d58fc67"},{"instructor_uid":"instructor_c6612773bc44263fac7812ef","source":"madgrades","source_instructor_id":"4957895","identity_basis":"source_id","identity_status":"source_identified","name":"ROBERT HARRON","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":16,"quality":4.62,"difficulty":2.75,"quality_count":16,"difficulty_count":16,"profile_id":"rmp:1625443","source_url":"https://www.ratemyprofessors.com/professor/1625443","match_basis":"exact_name","observed_at":"2026-09-07 16:09:40.059739+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_7e12e6bf6be7a81f7ca74420":{"review_count":1,"quality":4,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_6bc496e4640fd08f71e1b041":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_cc1de60e9953cdd9c469e9a5":{"review_count":8,"quality":4.62,"difficulty":2.62,"quality_count":8,"difficulty_count":8}},"bayesian_quality":4.0864921019703315,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.936,"graded":577,"counts":[164,84,120,72,88,28,21],"sections":8},"instructor_url":"/instructors/ROBERT_HARRON--instructor_c6612773bc44263fac7812ef"},{"instructor_uid":"instructor_e4ca8ce10713117f70bf00d5","source":"madgrades","source_instructor_id":"3988409","identity_basis":"source_id","identity_status":"source_identified","name":"SEAN ROSTAMI","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":64,"quality":2.41,"difficulty":4.3,"quality_count":64,"difficulty_count":64,"profile_id":"rmp:1786461","source_url":"https://www.ratemyprofessors.com/professor/1786461","match_basis":"exact_name","observed_at":"2026-09-07 16:06:30.122461+00:00","courses":{"course_0002a781bc9543f3a2ac1a94":{"review_count":31,"quality":1.61,"difficulty":4.65,"quality_count":31,"difficulty_count":31},"course_7e12e6bf6be7a81f7ca74420":{"review_count":9,"quality":4.78,"difficulty":3.56,"quality_count":9,"difficulty_count":9},"course_eec4aae06b946a73f1878be4":{"review_count":13,"quality":2,"difficulty":4.62,"quality_count":13,"difficulty_count":13},"course_364c50303ed83d1234b4ea51":{"review_count":3,"quality":5,"difficulty":2.67,"quality_count":3,"difficulty_count":3},"course_3b14f667f980624c1f5bde67":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.707544234177761,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.349,"graded":549,"counts":[119,22,114,23,127,83,61],"sections":13},"instructor_url":"/instructors/SEAN_ROSTAMI--instructor_e4ca8ce10713117f70bf00d5"},{"instructor_uid":"instructor_9cc487304aa6753c71ddb0be","source":"madgrades","source_instructor_id":"455328","identity_basis":"source_id","identity_status":"source_identified","name":"DANIEL DRAKE","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":2.664,"graded":385,"counts":[84,28,103,47,66,33,24],"sections":6},"instructor_url":"/instructors/DANIEL_DRAKE--instructor_9cc487304aa6753c71ddb0be"},{"instructor_uid":"instructor_76f9c7d76a0cb5d9c1ddc816","source":"madgrades","source_instructor_id":"3623452","identity_basis":"source_id","identity_status":"source_identified","name":"BING WANG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":89,"quality":2.67,"difficulty":3.62,"quality_count":89,"difficulty_count":89,"profile_id":"rmp:1848210","source_url":"https://www.ratemyprofessors.com/professor/1848210","match_basis":"exact_name","observed_at":"2026-09-07 16:51:44.932525+00:00","courses":{"course_6bc496e4640fd08f71e1b041":{"review_count":51,"quality":2.98,"difficulty":3.49,"quality_count":51,"difficulty_count":51},"course_3b14f667f980624c1f5bde67":{"review_count":2,"quality":3.5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_1f8e8903c7761a5fe852a4bc":{"review_count":3,"quality":1.67,"difficulty":4.67,"quality_count":3,"difficulty_count":3},"course_9a1a7bf1933981bcbaca47ac":{"review_count":3,"quality":1.33,"difficulty":4.67,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":1,"quality":2,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_8634dde81cc95f6c58014087":{"review_count":19,"quality":2.16,"difficulty":3.89,"quality_count":19,"difficulty_count":19},"course_0002a781bc9543f3a2ac1a94":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.851593721751669,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.687,"graded":1332,"counts":[288,179,269,150,234,150,62],"sections":20},"instructor_url":"/instructors/BING_WANG--instructor_76f9c7d76a0cb5d9c1ddc816"},{"instructor_uid":"instructor_c63c73a7dbde3b5fdf6cfb42","source":"madgrades","source_instructor_id":"5630053","identity_basis":"source_id","identity_status":"source_identified","name":"ALEXANDRA KJUCHUKOVA","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":10,"quality":2.8,"difficulty":4.2,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:2091022","source_url":"https://www.ratemyprofessors.com/professor/2091022","match_basis":"exact_name","observed_at":"2026-09-07 16:56:50.590042+00:00","courses":{"course_7e12e6bf6be7a81f7ca74420":{"review_count":2,"quality":3,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_9b0dc1865ea603eb0083bc33":{"review_count":2,"quality":1,"difficulty":5,"quality_count":2,"difficulty_count":2},"course_0002a781bc9543f3a2ac1a94":{"review_count":2,"quality":4,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_eec4aae06b946a73f1878be4":{"review_count":4,"quality":3,"difficulty":4.25,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.37312385569773,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.863,"graded":616,"counts":[179,69,159,30,108,38,33],"sections":9},"instructor_url":"/instructors/ALEXANDRA_KJUCHUKOVA--instructor_c63c73a7dbde3b5fdf6cfb42"},{"instructor_uid":"instructor_698d3d3a53f33d54ffd2d3e3","source":"madgrades","source_instructor_id":"5452553","identity_basis":"source_id","identity_status":"source_identified","name":"ALEXANDER HANHART","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":78,"quality":3.18,"difficulty":3.87,"quality_count":78,"difficulty_count":78,"profile_id":"rmp:2094033","source_url":"https://www.ratemyprofessors.com/professor/2094033","match_basis":"exact_name","observed_at":"2026-09-07 16:56:59.030896+00:00","courses":{"course_8634dde81cc95f6c58014087":{"review_count":11,"quality":4.45,"difficulty":3.36,"quality_count":11,"difficulty_count":11},"course_cc1de60e9953cdd9c469e9a5":{"review_count":15,"quality":2.87,"difficulty":4,"quality_count":15,"difficulty_count":15},"course_eec4aae06b946a73f1878be4":{"review_count":21,"quality":3.19,"difficulty":4.14,"quality_count":21,"difficulty_count":21},"course_364c50303ed83d1234b4ea51":{"review_count":6,"quality":3.5,"difficulty":4,"quality_count":6,"difficulty_count":6},"course_9b0dc1865ea603eb0083bc33":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_6c15cc3b45a4c19a3ad6a2cd":{"review_count":2,"quality":1.5,"difficulty":4.5,"quality_count":2,"difficulty_count":2},"course_4aa5bbed0c86993f5f0dc832":{"review_count":2,"quality":4,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_6bc496e4640fd08f71e1b041":{"review_count":2,"quality":5,"difficulty":4.5,"quality_count":2,"difficulty_count":2},"course_fa53f4954bab469b5d4c4fe3":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.2778950578666524,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.857,"graded":2591,"counts":[728,236,680,198,472,185,92],"sections":19},"instructor_url":"/instructors/ALEXANDER_HANHART--instructor_698d3d3a53f33d54ffd2d3e3"},{"instructor_uid":"instructor_90468abf615b43c54712026c","source":"madgrades","source_instructor_id":"5715923","identity_basis":"source_id","identity_status":"source_identified","name":"LAURA VILLAFUERTE ALTUZAR","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":3.354,"graded":312,"counts":[131,91,39,24,11,5,11],"sections":3},"instructor_url":"/instructors/LAURA_VILLAFUERTE_ALTUZAR--instructor_90468abf615b43c54712026c"},{"instructor_uid":"instructor_1e2db195ddc1c738640cea95","source":"madgrades","source_instructor_id":"5852342","identity_basis":"source_id","identity_status":"source_identified","name":"MARIYA SOSKOVA","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":3.005,"graded":1516,"counts":[540,158,360,96,212,99,51],"sections":31},"instructor_url":"/instructors/MARIYA_SOSKOVA--instructor_1e2db195ddc1c738640cea95"},{"instructor_uid":"instructor_132036bc134b7390cace7efa","source":"madgrades","source_instructor_id":"5620719","identity_basis":"source_id","identity_status":"source_identified","name":"DONGHYUN LEE","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":15,"quality":2.07,"difficulty":3.93,"quality_count":15,"difficulty_count":15,"profile_id":"rmp:2142977","source_url":"https://www.ratemyprofessors.com/professor/2142977","match_basis":"exact_name","observed_at":"2026-09-07 16:43:18.913364+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":12,"quality":1.83,"difficulty":4.08,"quality_count":12,"difficulty_count":12},"course_fa53f4954bab469b5d4c4fe3":{"review_count":2,"quality":3,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_4aa5bbed0c86993f5f0dc832":{"review_count":1,"quality":3,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.9783918763123403,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.931,"graded":738,"counts":[188,63,206,119,125,25,12],"sections":9},"instructor_url":"/instructors/DONGHYUN_LEE"},{"instructor_uid":"instructor_cfd7c53959806f45e66d2292","source":"madgrades","source_instructor_id":"4833809","identity_basis":"source_id","identity_status":"source_identified","name":"AUTUMN KENT","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":103,"quality":2.28,"difficulty":3.5,"quality_count":103,"difficulty_count":103,"profile_id":"rmp:2216023","source_url":"https://www.ratemyprofessors.com/professor/2216023","match_basis":"exact_name","observed_at":"2026-09-07 16:53:49.124835+00:00","courses":{"course_cc1de60e9953cdd9c469e9a5":{"review_count":48,"quality":1.25,"difficulty":4.04,"quality_count":48,"difficulty_count":48},"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_5d98ff5f6adce2207e394dc6":{"review_count":4,"quality":4.25,"difficulty":3.25,"quality_count":4,"difficulty_count":4},"course_8634dde81cc95f6c58014087":{"review_count":34,"quality":2.82,"difficulty":3.15,"quality_count":34,"difficulty_count":34},"course_be7b0773bc9d040384a6a3ce":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":7,"quality":3.71,"difficulty":2.29,"quality_count":7,"difficulty_count":7},"course_9a1a7bf1933981bcbaca47ac":{"review_count":2,"quality":5,"difficulty":1.5,"quality_count":2,"difficulty_count":2},"course_0002a781bc9543f3a2ac1a94":{"review_count":2,"quality":4.5,"difficulty":2.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":2.504339151796194,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.949,"graded":3457,"counts":[1227,305,777,230,521,270,127],"sections":60},"instructor_url":"/instructors/AUTUMN_KENT--instructor_cfd7c53959806f45e66d2292"},{"instructor_uid":"instructor_a2467fc028c4070d7f0d4fe5","source":"madgrades","source_instructor_id":"5475084","identity_basis":"source_id","identity_status":"source_identified","name":"ROBERT GRIZZARD","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":141,"quality":3.24,"difficulty":3.33,"quality_count":141,"difficulty_count":141,"profile_id":"rmp:1934009","source_url":"https://www.ratemyprofessors.com/professor/1934009","match_basis":"exact_name","observed_at":"2026-09-07 16:09:41.387103+00:00","courses":{"course_cc1de60e9953cdd9c469e9a5":{"review_count":67,"quality":3.31,"difficulty":3.16,"quality_count":67,"difficulty_count":67},"course_6bc496e4640fd08f71e1b041":{"review_count":33,"quality":2.94,"difficulty":3.58,"quality_count":33,"difficulty_count":33},"course_7e12e6bf6be7a81f7ca74420":{"review_count":3,"quality":4.33,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_fa53f4954bab469b5d4c4fe3":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.292134879943677,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.922,"graded":3266,"counts":[1024,291,875,187,570,196,123],"sections":29},"instructor_url":"/instructors/ROBERT_GRIZZARD--instructor_a2467fc028c4070d7f0d4fe5"},{"instructor_uid":"instructor_16275721169ecc0f90ed15cd","source":"madgrades","source_instructor_id":"5169184","identity_basis":"source_id","identity_status":"source_identified","name":"TREVOR LESLIE","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":18,"quality":5,"difficulty":3.39,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2470499","source_url":"https://www.ratemyprofessors.com/professor/2470499","match_basis":"exact_name","observed_at":"2026-09-07 16:01:09.891007+00:00","courses":{"course_8634dde81cc95f6c58014087":{"review_count":4,"quality":5,"difficulty":2.75,"quality_count":4,"difficulty_count":4},"course_0dd25611eebe714d971b7bfb":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":5,"difficulty":3,"quality_count":6,"difficulty_count":6},"course_364c50303ed83d1234b4ea51":{"review_count":4,"quality":5,"difficulty":4,"quality_count":4,"difficulty_count":4}},"bayesian_quality":4.294571465024524,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.341,"graded":722,"counts":[380,59,124,57,74,23,5],"sections":7},"instructor_url":"/instructors/TREVOR_LESLIE"},{"instructor_uid":"instructor_f65ad5805424979bbca8b21b","source":"madgrades","source_instructor_id":"495087","identity_basis":"source_id","identity_status":"source_identified","name":"GARY HOWARD SCHROEDER","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":2.841,"graded":355,"counts":[77,63,77,48,52,25,13],"sections":4},"instructor_url":"/instructors/GARY_HOWARD_SCHROEDER--instructor_f65ad5805424979bbca8b21b"},{"instructor_uid":"instructor_98e9331ef0690b66352c0c4a","source":"madgrades","source_instructor_id":"5170998","identity_basis":"source_id","identity_status":"source_identified","name":"YOUSHENG SHI","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":28,"quality":1.79,"difficulty":4,"quality_count":28,"difficulty_count":28,"profile_id":"rmp:2539834","source_url":"https://www.ratemyprofessors.com/professor/2539834","match_basis":"exact_name","observed_at":"2026-09-07 15:57:30.110885+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":16,"quality":1.56,"difficulty":3.88,"quality_count":16,"difficulty_count":16},"course_a75fa380f07449fe8cb71571":{"review_count":4,"quality":1.25,"difficulty":4.5,"quality_count":4,"difficulty_count":4},"course_60c2767a206a079d3af2a1a4":{"review_count":3,"quality":3.67,"difficulty":3.67,"quality_count":3,"difficulty_count":3},"course_0002a781bc9543f3a2ac1a94":{"review_count":5,"quality":1.8,"difficulty":4.2,"quality_count":5,"difficulty_count":5}},"bayesian_quality":2.569035743144415,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.206,"graded":411,"counts":[160,59,96,30,46,16,4],"sections":9},"instructor_url":"/instructors/YOUSHENG_SHI--instructor_98e9331ef0690b66352c0c4a"},{"instructor_uid":"instructor_beaa2ba123a3ed1dfa42136b","source":"madgrades","source_instructor_id":"4892182","identity_basis":"source_id","identity_status":"source_identified","name":"SHAOSAI HUANG","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":16,"quality":1.5,"difficulty":3.38,"quality_count":16,"difficulty_count":16,"profile_id":"rmp:2437155","source_url":"https://www.ratemyprofessors.com/professor/2437155","match_basis":"exact_name","observed_at":"2026-09-07 16:06:05.353673+00:00","courses":{"course_65e8e94bbd9a434f7539af0a":{"review_count":3,"quality":1.67,"difficulty":3,"quality_count":3,"difficulty_count":3},"course_0002a781bc9543f3a2ac1a94":{"review_count":10,"quality":1,"difficulty":3.4,"quality_count":10,"difficulty_count":10},"course_eec4aae06b946a73f1878be4":{"review_count":1,"quality":3,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_fa53f4954bab469b5d4c4fe3":{"review_count":2,"quality":3,"difficulty":4,"quality_count":2,"difficulty_count":2}},"bayesian_quality":2.699825435303664,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.033,"graded":382,"counts":[144,59,64,34,36,27,18],"sections":15},"instructor_url":"/instructors/SHAOSAI_HUANG--instructor_beaa2ba123a3ed1dfa42136b"},{"instructor_uid":"instructor_cca82478504297c2399321c4","source":"madgrades","source_instructor_id":"6242902","identity_basis":"source_id","identity_status":"source_identified","name":"BRIAN HEPLER","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":3.493,"graded":896,"counts":[604,53,99,27,70,24,19],"sections":8},"instructor_url":"/instructors/BRIAN_HEPLER--instructor_cca82478504297c2399321c4"},{"instructor_uid":"instructor_49a66e28b37e5752a789849c","source":"madgrades","source_instructor_id":"4616028","identity_basis":"source_id","identity_status":"source_identified","name":"LAURENTIU MAXIM","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":89,"quality":2.88,"difficulty":3.56,"quality_count":89,"difficulty_count":89,"profile_id":"rmp:1408142","source_url":"https://www.ratemyprofessors.com/professor/1408142","match_basis":"exact_name","observed_at":"2026-09-07 16:23:54.846088+00:00","courses":{"course_364c50303ed83d1234b4ea51":{"review_count":2,"quality":2.5,"difficulty":5,"quality_count":2,"difficulty_count":2},"course_7d3f055b392d74c588d35d0b":{"review_count":5,"quality":2.4,"difficulty":4,"quality_count":5,"difficulty_count":5},"course_eec4aae06b946a73f1878be4":{"review_count":25,"quality":1.36,"difficulty":3.92,"quality_count":25,"difficulty_count":25},"course_cc1de60e9953cdd9c469e9a5":{"review_count":26,"quality":3.65,"difficulty":3,"quality_count":26,"difficulty_count":26},"course_0002a781bc9543f3a2ac1a94":{"review_count":2,"quality":2.5,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_4aa5bbed0c86993f5f0dc832":{"review_count":2,"quality":4.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_9b0dc1865ea603eb0083bc33":{"review_count":6,"quality":3.17,"difficulty":3.67,"quality_count":6,"difficulty_count":6},"course_5d98ff5f6adce2207e394dc6":{"review_count":4,"quality":4.75,"difficulty":4.25,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.0230616116599256,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.859,"graded":3074,"counts":[936,266,772,223,508,225,144],"sections":66},"instructor_url":"/instructors/LAURENTIU_MAXIM--instructor_49a66e28b37e5752a789849c"},{"instructor_uid":"instructor_8779cbf2cbe1e0b379b7d322","source":"madgrades","source_instructor_id":"4148279","identity_basis":"source_id","identity_status":"source_identified","name":"SIMON MARSHALL","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":50,"quality":2.5,"difficulty":3.78,"quality_count":50,"difficulty_count":50,"profile_id":"rmp:1972415","source_url":"https://www.ratemyprofessors.com/professor/1972415","match_basis":"exact_name","observed_at":"2026-09-07 16:05:30.349155+00:00","courses":{"course_364c50303ed83d1234b4ea51":{"review_count":18,"quality":2.22,"difficulty":4.39,"quality_count":18,"difficulty_count":18},"course_4aa5bbed0c86993f5f0dc832":{"review_count":4,"quality":3.25,"difficulty":2.5,"quality_count":4,"difficulty_count":4},"course_fa53f4954bab469b5d4c4fe3":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_cc1de60e9953cdd9c469e9a5":{"review_count":21,"quality":2.29,"difficulty":3.57,"quality_count":21,"difficulty_count":21},"course_6bc496e4640fd08f71e1b041":{"review_count":3,"quality":2.33,"difficulty":4,"quality_count":3,"difficulty_count":3}},"bayesian_quality":2.831338795299027,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.066,"graded":1448,"counts":[534,203,286,127,168,81,49],"sections":29},"instructor_url":"/instructors/SIMON_MARSHALL--instructor_8779cbf2cbe1e0b379b7d322"},{"instructor_uid":"instructor_9234237662d7c5eec204c1af","source":"madgrades","source_instructor_id":"6318982","identity_basis":"source_id","identity_status":"source_identified","name":"HARRY LEE","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":2.651,"graded":778,"counts":[119,65,193,160,163,54,24],"sections":4},"instructor_url":"/instructors/HARRY_LEE--instructor_9234237662d7c5eec204c1af"},{"instructor_uid":"instructor_2a657e6028819ec80f2c54ab","source":"madgrades","source_instructor_id":"6403656","identity_basis":"source_id","identity_status":"source_identified","name":"JIUHUA HU","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":18,"quality":3.17,"difficulty":3.33,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2731368","source_url":"https://www.ratemyprofessors.com/professor/2731368","match_basis":"exact_name","observed_at":"2026-09-07 16:32:14.789308+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":11,"quality":2.55,"difficulty":3.27,"quality_count":11,"difficulty_count":11},"course_0002a781bc9543f3a2ac1a94":{"review_count":7,"quality":4.14,"difficulty":3.43,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.4277293597613663,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.081,"graded":498,"counts":[169,82,107,39,62,29,10],"sections":4},"instructor_url":"/instructors/JIUHUA_HU"},{"instructor_uid":"instructor_426fba9cae006e259ed01714","source":"madgrades","source_instructor_id":"5024592","identity_basis":"source_id","identity_status":"source_identified","name":"DOHYUN KWON","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":10,"quality":4,"difficulty":3.7,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:2697840","source_url":"https://www.ratemyprofessors.com/professor/2697840","match_basis":"exact_name","observed_at":"2026-09-07 16:43:27.145832+00:00","courses":{"course_dcdb624e3fb8cbaf9a557ab9":{"review_count":3,"quality":3.67,"difficulty":4.33,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":7,"quality":4.14,"difficulty":3.43,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.7731238556977305,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.045,"graded":277,"counts":[107,23,64,24,36,11,12],"sections":5},"instructor_url":"/instructors/DOHYUN_KWON"},{"instructor_uid":"instructor_773e5f875b33f9cd2ca34e97","source":"madgrades","source_instructor_id":"5689588","identity_basis":"source_id","identity_status":"source_identified","name":"ZIQUAN YANG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":15,"quality":3.73,"difficulty":3.93,"quality_count":15,"difficulty_count":15,"profile_id":"rmp:2743901","source_url":"https://www.ratemyprofessors.com/professor/2743901","match_basis":"exact_name","observed_at":"2026-09-07 15:56:09.554598+00:00","courses":{"course_7e12e6bf6be7a81f7ca74420":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_fa53f4954bab469b5d4c4fe3":{"review_count":3,"quality":2.67,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":11,"quality":4,"difficulty":3.91,"quality_count":11,"difficulty_count":11}},"bayesian_quality":3.6898204477409116,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.112,"graded":569,"counts":[229,65,118,36,78,27,16],"sections":11},"instructor_url":"/instructors/ZIQUAN_YANG"},{"instructor_uid":"instructor_319a762753c1c38883f23739","source":"madgrades","source_instructor_id":"6448501","identity_basis":"source_id","identity_status":"source_identified","name":"PETER JUHASZ","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":2.975,"graded":588,"counts":[182,68,141,51,100,33,13],"sections":4},"instructor_url":"/instructors/PETER_JUHASZ"},{"instructor_uid":"instructor_65da733714b2ad5c9be740c6","source":"madgrades","source_instructor_id":"5326109","identity_basis":"source_id","identity_status":"source_identified","name":"ALEKSANDRA SOBIESKA","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":3.093,"graded":641,"counts":[223,83,164,42,85,33,11],"sections":8},"instructor_url":"/instructors/ALEKSANDRA_SOBIESKA"},{"instructor_uid":"instructor_11885370039fbbf199b74dc7","source":"madgrades","source_instructor_id":"5173635","identity_basis":"source_id","identity_status":"source_identified","name":"ZANE LI","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":2.888,"graded":338,"counts":[96,34,97,18,54,29,10],"sections":2},"instructor_url":"/instructors/ZANE_LI"},{"instructor_uid":"instructor_1875f90a89dc101cbb5bf87c","source":"madgrades","source_instructor_id":"3749894","identity_basis":"source_id","identity_status":"source_identified","name":"DANIELLE BURTON","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":3.08,"graded":410,"counts":[153,53,81,39,52,21,11],"sections":9},"instructor_url":"/instructors/DANIELLE_BURTON"},{"instructor_uid":"instructor_ae4869778d9153766bc2f68a","source":"madgrades","source_instructor_id":"4001042","identity_basis":"source_id","identity_status":"source_identified","name":"KAITLYN PHILLIPSON","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":55,"quality":4.38,"difficulty":2.49,"quality_count":55,"difficulty_count":55,"profile_id":"rmp:2865117","source_url":"https://www.ratemyprofessors.com/professor/2865117","match_basis":"exact_name","observed_at":"2026-09-07 16:27:44.691758+00:00","courses":{"course_0002a781bc9543f3a2ac1a94":{"review_count":17,"quality":4.41,"difficulty":2.24,"quality_count":17,"difficulty_count":17},"course_9b0dc1865ea603eb0083bc33":{"review_count":25,"quality":4.04,"difficulty":2.6,"quality_count":25,"difficulty_count":25},"course_eec4aae06b946a73f1878be4":{"review_count":13,"quality":5,"difficulty":2.62,"quality_count":13,"difficulty_count":13}},"bayesian_quality":4.187916208945759,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.081,"graded":2814,"counts":[990,361,700,211,337,145,70],"sections":16},"instructor_url":"/instructors/KAITLYN_PHILLIPSON--instructor_ae4869778d9153766bc2f68a"},{"instructor_uid":"instructor_f367292f1d54db1d8ff4cefb","source":"madgrades","source_instructor_id":"6401629","identity_basis":"source_id","identity_status":"source_identified","name":"BOYA WEN","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":19,"quality":4.74,"difficulty":3.47,"quality_count":19,"difficulty_count":19,"profile_id":"rmp:2798807","source_url":"https://www.ratemyprofessors.com/professor/2798807","match_basis":"exact_name","observed_at":"2026-09-07 16:51:36.595885+00:00","courses":{"course_0002a781bc9543f3a2ac1a94":{"review_count":4,"quality":4.25,"difficulty":3.75,"quality_count":4,"difficulty_count":4},"course_7e12e6bf6be7a81f7ca74420":{"review_count":6,"quality":5,"difficulty":3.83,"quality_count":6,"difficulty_count":6},"course_eec4aae06b946a73f1878be4":{"review_count":9,"quality":4.78,"difficulty":3.11,"quality_count":9,"difficulty_count":9}},"bayesian_quality":4.1859927095110745,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.102,"graded":590,"counts":[206,84,138,46,78,27,11],"sections":8},"instructor_url":"/instructors/BOYA_WEN--instructor_f367292f1d54db1d8ff4cefb"},{"instructor_uid":"instructor_9e5b6a7493f3e81a42d3edf4","source":"madgrades","source_instructor_id":"6492124","identity_basis":"source_id","identity_status":"source_identified","name":"RUHUI JIN","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":2.998,"graded":681,"counts":[207,81,176,66,107,23,21],"sections":7},"instructor_url":"/instructors/RUHUI_JIN--instructor_9e5b6a7493f3e81a42d3edf4"},{"instructor_uid":"instructor_495d959af0edec197ef1c1a4","source":"madgrades","source_instructor_id":"6083170","identity_basis":"source_id","identity_status":"source_identified","name":"SHENGWEN GAN","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":13,"quality":2.08,"difficulty":3.46,"quality_count":13,"difficulty_count":13,"profile_id":"rmp:2933442","source_url":"https://www.ratemyprofessors.com/professor/2933442","match_basis":"exact_name","observed_at":"2026-09-07 16:05:53.065256+00:00","courses":{"course_7d3f055b392d74c588d35d0b":{"review_count":1,"quality":3,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_0dd25611eebe714d971b7bfb":{"review_count":4,"quality":2,"difficulty":3.5,"quality_count":4,"difficulty_count":4},"course_bac5b63415c0e4cd6d5c3848":{"review_count":1,"quality":1,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":3,"quality":2.33,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_63c43e7ac8225e2773df74d8":{"review_count":4,"quality":2,"difficulty":3.75,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.0373853233615726,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.055,"graded":397,"counts":[133,53,92,39,49,24,7],"sections":7},"instructor_url":"/instructors/SHENGWEN_GAN--instructor_495d959af0edec197ef1c1a4"},{"instructor_uid":"instructor_74c6dd63cc88f0315042e3c4","source":"madgrades","source_instructor_id":"6492751","identity_basis":"source_id","identity_status":"source_identified","name":"FENG ZHU","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":7,"quality":4.43,"difficulty":2.57,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:2824875","source_url":"https://www.ratemyprofessors.com/professor/2824875","match_basis":"exact_name","observed_at":"2026-09-07 16:39:17.750384+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":2,"quality":3.5,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":4.5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_0002a781bc9543f3a2ac1a94":{"review_count":3,"quality":5,"difficulty":2,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.8593968767011813,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.081,"graded":548,"counts":[162,89,163,42,57,21,14],"sections":13},"instructor_url":"/instructors/FENG_ZHU"},{"instructor_uid":"instructor_c938150143be039de89fe3d1","source":"madgrades","source_instructor_id":"6082648","identity_basis":"source_id","identity_status":"source_identified","name":"JOSHUA MUNDINGER","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":12,"quality":3.75,"difficulty":3.42,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:2967013","source_url":"https://www.ratemyprofessors.com/professor/2967013","match_basis":"exact_name","observed_at":"2026-09-07 16:30:01.508155+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":4,"quality":3.5,"difficulty":4.25,"quality_count":4,"difficulty_count":4},"course_60c2767a206a079d3af2a1a4":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":7,"quality":3.86,"difficulty":2.86,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.693553614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.154,"graded":324,"counts":[125,49,65,25,41,11,8],"sections":8},"instructor_url":"/instructors/JOSHUA_MUNDINGER--instructor_c938150143be039de89fe3d1"},{"instructor_uid":"instructor_c169539ae6abe548e11c4b24","source":"madgrades","source_instructor_id":"6587852","identity_basis":"source_id","identity_status":"source_identified","name":"TERRY HARRIS","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":18,"quality":3.28,"difficulty":2.94,"quality_count":18,"difficulty_count":18,"profile_id":"rmp:2947786","source_url":"https://www.ratemyprofessors.com/professor/2947786","match_basis":"exact_name","observed_at":"2026-09-07 16:02:24.941136+00:00","courses":{"course_364c50303ed83d1234b4ea51":{"review_count":2,"quality":3,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_6bc496e4640fd08f71e1b041":{"review_count":16,"quality":3.31,"difficulty":2.94,"quality_count":16,"difficulty_count":16}},"bayesian_quality":3.4798346229192605,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.957,"graded":692,"counts":[234,62,155,54,126,41,20],"sections":8},"instructor_url":"/instructors/TERRY_HARRIS--instructor_c169539ae6abe548e11c4b24"},{"instructor_uid":"instructor_682fdb912c188130e6fcf21f","source":"madgrades","source_instructor_id":"6587851","identity_basis":"source_id","identity_status":"source_identified","name":"HYUKPYO HONG","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":13,"quality":5,"difficulty":2.54,"quality_count":13,"difficulty_count":13,"profile_id":"rmp:3002810","source_url":"https://www.ratemyprofessors.com/professor/3002810","match_basis":"exact_name","observed_at":"2026-09-07 16:36:18.690338+00:00","courses":{"course_5d5f3a3f185baf9eaaa98221":{"review_count":5,"quality":5,"difficulty":2.8,"quality_count":5,"difficulty_count":5},"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2},"course_0002a781bc9543f3a2ac1a94":{"review_count":4,"quality":5,"difficulty":2.5,"quality_count":4,"difficulty_count":4}},"bayesian_quality":4.187688353664603,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.159,"graded":833,"counts":[289,130,210,61,108,22,13],"sections":9},"instructor_url":"/instructors/HYUKPYO_HONG--instructor_682fdb912c188130e6fcf21f"},{"instructor_uid":"instructor_7f6ea70d7cbf47dca5c5f58b","source":"madgrades","source_instructor_id":"3843717","identity_basis":"source_id","identity_status":"source_identified","name":"JOSE RODRIGUEZ","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":47,"quality":1.91,"difficulty":3.55,"quality_count":47,"difficulty_count":47,"profile_id":"rmp:2432572","source_url":"https://www.ratemyprofessors.com/professor/2432572","match_basis":"exact_name","observed_at":"2026-09-07 16:30:27.091776+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":9,"quality":1.56,"difficulty":4.22,"quality_count":9,"difficulty_count":9},"course_fa53f4954bab469b5d4c4fe3":{"review_count":9,"quality":2.22,"difficulty":3.89,"quality_count":9,"difficulty_count":9},"course_8634dde81cc95f6c58014087":{"review_count":10,"quality":1.6,"difficulty":3.4,"quality_count":10,"difficulty_count":10},"course_6a5fd6b22fd05d58426ea680":{"review_count":3,"quality":1,"difficulty":4,"quality_count":3,"difficulty_count":3},"course_cc1de60e9953cdd9c469e9a5":{"review_count":7,"quality":1.57,"difficulty":3,"quality_count":7,"difficulty_count":7},"course_9b0dc1865ea603eb0083bc33":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_4aa5bbed0c86993f5f0dc832":{"review_count":6,"quality":3,"difficulty":2.83,"quality_count":6,"difficulty_count":6}},"bayesian_quality":2.432294263745252,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.198,"graded":1054,"counts":[498,104,195,69,102,53,33],"sections":40},"instructor_url":"/instructors/JOSE_RODRIGUEZ--instructor_7f6ea70d7cbf47dca5c5f58b"},{"instructor_uid":"instructor_9ec0bf4261e7438eaaa4437f","source":"madgrades","source_instructor_id":"6688133","identity_basis":"source_id","identity_status":"source_identified","name":"TIMUR YASTRZHEMBSKIY","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":7,"quality":3.57,"difficulty":3.57,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:3039897","source_url":"https://www.ratemyprofessors.com/professor/3039897","match_basis":"exact_name","observed_at":"2026-09-07 16:01:34.429504+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":7,"quality":3.57,"difficulty":3.57,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.6364339137382187,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.984,"graded":213,"counts":[60,25,55,24,37,9,3],"sections":2},"instructor_url":"/instructors/TIMUR_YASTRZHEMBSKIY--instructor_9ec0bf4261e7438eaaa4437f"},{"instructor_uid":"instructor_d3d844e82799288c5b323621","source":"madgrades","source_instructor_id":"5317215","identity_basis":"source_id","identity_status":"source_identified","name":"YAYI FU","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":17,"quality":2.29,"difficulty":3.41,"quality_count":17,"difficulty_count":17,"profile_id":"rmp:3041657","source_url":"https://www.ratemyprofessors.com/professor/3041657","match_basis":"exact_name","observed_at":"2026-09-07 15:58:01.953760+00:00","courses":{"course_364c50303ed83d1234b4ea51":{"review_count":4,"quality":3.25,"difficulty":3,"quality_count":4,"difficulty_count":4},"course_4aa5bbed0c86993f5f0dc832":{"review_count":7,"quality":2.43,"difficulty":3.29,"quality_count":7,"difficulty_count":7},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":1.5,"difficulty":3.83,"quality_count":6,"difficulty_count":6}},"bayesian_quality":3.0303706938089707,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.163,"graded":249,"counts":[96,36,51,25,26,10,5],"sections":6},"instructor_url":"/instructors/YAYI_FU--instructor_d3d844e82799288c5b323621"},{"instructor_uid":"instructor_fd25402e40e35b7d6f81a74c","source":"madgrades","source_instructor_id":"6688469","identity_basis":"source_id","identity_status":"source_identified","name":"LARS NIEDORF","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":11,"quality":4.55,"difficulty":3.18,"quality_count":11,"difficulty_count":11,"profile_id":"rmp:3063233","source_url":"https://www.ratemyprofessors.com/professor/3063233","match_basis":"exact_name","observed_at":"2026-09-07 16:24:18.343335+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":2,"quality":4.5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_0dd25611eebe714d971b7bfb":{"review_count":3,"quality":4.33,"difficulty":2.67,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":6,"quality":4.67,"difficulty":3.5,"quality_count":6,"difficulty_count":6}},"bayesian_quality":3.9756037313203842,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.155,"graded":448,"counts":[178,49,110,28,53,24,6],"sections":6},"instructor_url":"/instructors/LARS_NIEDORF--instructor_fd25402e40e35b7d6f81a74c"},{"instructor_uid":"instructor_5ef0dd436ef3a17c11ba1768","source":"madgrades","source_instructor_id":"6688470","identity_basis":"source_id","identity_status":"source_identified","name":"YASSINE TISSAOUI","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":29,"quality":1.66,"difficulty":3.79,"quality_count":29,"difficulty_count":29,"profile_id":"rmp:3066542","source_url":"https://www.ratemyprofessors.com/professor/3066542","match_basis":"exact_name","observed_at":"2026-09-07 15:58:02.716209+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":3,"difficulty":2.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":2.4761982789986106,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.098,"graded":469,"counts":[162,69,105,35,69,23,6],"sections":4},"instructor_url":"/instructors/YASSINE_TISSAOUI--instructor_5ef0dd436ef3a17c11ba1768"},{"instructor_uid":"instructor_2b5129159b5f5710eedabbaf","source":"madgrades","source_instructor_id":"6806521","identity_basis":"source_id","identity_status":"source_identified","name":"YANG YANG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":8,"quality":3.62,"difficulty":3.5,"quality_count":8,"difficulty_count":8,"profile_id":"rmp:3131256","source_url":"https://www.ratemyprofessors.com/professor/3131256","match_basis":"exact_name","observed_at":"2026-09-07 15:58:08.346465+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":4,"quality":4.25,"difficulty":3.75,"quality_count":4,"difficulty_count":4},"course_0002a781bc9543f3a2ac1a94":{"review_count":3,"quality":2.67,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_eec4aae06b946a73f1878be4":{"review_count":1,"quality":4,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.6483469882475683,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.983,"graded":212,"counts":[64,23,54,20,39,6,6],"sections":3},"instructor_url":"/instructors/YANG_YANG--instructor_2b5129159b5f5710eedabbaf"},{"instructor_uid":"instructor_3fb1dee0eb838af49c008337","source":"madgrades","source_instructor_id":"6689169","identity_basis":"source_id","identity_status":"source_identified","name":"HONGCHANG JI","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":3.069,"graded":145,"counts":[43,26,37,10,20,6,3],"sections":4},"instructor_url":"/instructors/HONGCHANG_JI"},{"instructor_uid":"instructor_890756f7916a4245e6f1325a","source":"madgrades","source_instructor_id":"6806570","identity_basis":"source_id","identity_status":"source_identified","name":"PAIGE HILLEN","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":6,"quality":5,"difficulty":2.17,"quality_count":6,"difficulty_count":6,"profile_id":"rmp:3142126","source_url":"https://www.ratemyprofessors.com/professor/3142126","match_basis":"exact_name","observed_at":"2026-09-07 16:12:56.376780+00:00","courses":{"course_7d3f055b392d74c588d35d0b":{"review_count":3,"quality":5,"difficulty":2,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.9689890642666117,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.135,"graded":115,"counts":[50,7,25,8,18,5,2],"sections":3},"instructor_url":"/instructors/PAIGE_HILLEN--instructor_890756f7916a4245e6f1325a"},{"instructor_uid":"instructor_a40d13bd575b80fdf50263f3","source":"madgrades","source_instructor_id":"5037247","identity_basis":"source_id","identity_status":"source_identified","name":"GIORGIO YOUNG","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":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:3153448","source_url":"https://www.ratemyprofessors.com/professor/3153448","match_basis":"exact_name","observed_at":"2026-09-07 16:38:20.571060+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.781532530496905,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.991,"graded":158,"counts":[51,19,37,14,22,12,3],"sections":2},"instructor_url":"/instructors/GIORGIO_YOUNG--instructor_a40d13bd575b80fdf50263f3"},{"instructor_uid":"instructor_d43b61daff21136dd6ac12c4","source":"madgrades","source_instructor_id":"5336847","identity_basis":"source_id","identity_status":"source_identified","name":"BEN JOHNSRUDE","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":4,"quality":4.5,"difficulty":3.5,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:3116884","source_url":"https://www.ratemyprofessors.com/professor/3116884","match_basis":"exact_name","observed_at":"2026-09-07 16:52:15.647130+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":4,"quality":4.5,"difficulty":3.5,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.7997381529554963,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.93,"graded":230,"counts":[74,28,50,14,36,23,5],"sections":3},"instructor_url":"/instructors/BEN_JOHNSRUDE--instructor_d43b61daff21136dd6ac12c4"},{"instructor_uid":"instructor_f42ec87708a24275d1d813fa","source":"madgrades","source_instructor_id":"6804063","identity_basis":"source_id","identity_status":"source_identified","name":"BRANDIS WHITFIELD","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":3.027,"graded":75,"counts":[23,15,15,5,11,3,3],"sections":1},"instructor_url":"/instructors/BRANDIS_WHITFIELD--instructor_f42ec87708a24275d1d813fa"},{"instructor_uid":"instructor_71deac525bda4b5ba6fb69a0","source":"madgrades","source_instructor_id":"4613620","identity_basis":"source_id","identity_status":"source_identified","name":"NICHOLAS DERR","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":5,"difficulty":2.33,"quality_count":3,"difficulty_count":3,"profile_id":"rmp:3161381","source_url":"https://www.ratemyprofessors.com/professor/3161381","match_basis":"exact_name","observed_at":"2026-09-07 16:14:14.756340+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":3,"quality":5,"difficulty":2.33,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.8345093769970395,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.973,"graded":278,"counts":[74,33,92,28,23,23,5],"sections":4},"instructor_url":"/instructors/NICHOLAS_DERR--instructor_71deac525bda4b5ba6fb69a0"},{"instructor_uid":"instructor_15bfe8c362842d3aab17c8f3","source":"enrollment","source_instructor_id":"yzang27","identity_basis":"netid","identity_status":"source_identified","name":"Yourong Zang","email":"YOURONG.ZANG@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/YOURONG_ZANG"},{"instructor_uid":"instructor_23c947670f6a25f75b38c763","source":"enrollment","source_instructor_id":"xhuang543","identity_basis":"netid","identity_status":"source_identified","name":"Lattice Huang","email":"XHUANG543@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/LATTICE_HUANG"},{"instructor_uid":"instructor_90fe8b6c41e9a528d11219da","source":"enrollment","source_instructor_id":"bellek","identity_basis":"netid","identity_status":"source_identified","name":"Celal Can Bellek","email":"BELLEK@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/CELAL_CAN_BELLEK"},{"instructor_uid":"instructor_a756a868088a1956ff5083d7","source":"enrollment","source_instructor_id":"jamessina","identity_basis":"netid","identity_status":"source_identified","name":"Jack Messina","email":"JAMESSINA@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/JACK_MESSINA"},{"instructor_uid":"instructor_b72f557dc64939ca32f6a640","source":"enrollment","source_instructor_id":"kphillipson","identity_basis":"netid","identity_status":"source_identified","name":"Kaitlyn Phillipson","email":"KPHILLIPSON@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":55,"quality":4.38,"difficulty":2.49,"quality_count":55,"difficulty_count":55,"profile_id":"rmp:2865117","source_url":"https://www.ratemyprofessors.com/professor/2865117","match_basis":"exact_name","observed_at":"2026-09-07 16:27:44.691758+00:00","courses":{"course_0002a781bc9543f3a2ac1a94":{"review_count":17,"quality":4.41,"difficulty":2.24,"quality_count":17,"difficulty_count":17},"course_9b0dc1865ea603eb0083bc33":{"review_count":25,"quality":4.04,"difficulty":2.6,"quality_count":25,"difficulty_count":25},"course_eec4aae06b946a73f1878be4":{"review_count":13,"quality":5,"difficulty":2.62,"quality_count":13,"difficulty_count":13}},"bayesian_quality":4.187916208945759,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/KAITLYN_PHILLIPSON"},{"instructor_uid":"instructor_c3aeb456b559993b2fa79006","source":"enrollment","source_instructor_id":"haeussleralb","identity_basis":"netid","identity_status":"source_identified","name":"Rio Haeussler Albi","email":"HAEUSSLERALB@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/RIO_HAEUSSLER_ALBI"},{"instructor_uid":"instructor_f6a365d9ffb188b027bffbad","source":"enrollment","source_instructor_id":"hillen2","identity_basis":"netid","identity_status":"source_identified","name":"Paige Hillen","email":"HILLEN2@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":6,"quality":5,"difficulty":2.17,"quality_count":6,"difficulty_count":6,"profile_id":"rmp:3142126","source_url":"https://www.ratemyprofessors.com/professor/3142126","match_basis":"exact_name","observed_at":"2026-09-07 16:12:56.376780+00:00","courses":{"course_7d3f055b392d74c588d35d0b":{"review_count":3,"quality":5,"difficulty":2,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.9689890642666117,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAIGE_HILLEN"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1072","term_name":"Fall 2006","instructors":["Bing Li","XIUXIONG CHEN"],"a":34,"ab":17,"b":36,"bc":9,"c":24,"d":11,"f":12,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":143,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1074","term_name":"Spring 2007","instructors":["KATHRIN BRINGMANN","ROBERT WILSON"],"a":33,"ab":4,"b":28,"bc":8,"c":29,"d":11,"f":5,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":119,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1082","term_name":"Fall 2007","instructors":["ARUN RAM","Bing Li","DIETRICH UHLENBROCK","JUN CHEN","RICHARD A BRUALDI"],"a":39,"ab":21,"b":28,"bc":8,"c":20,"d":6,"f":2,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":126,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1084","term_name":"Spring 2008","instructors":["GABRIELE MEYER","HSIAN-HUA TSENG","KE ZHU","MUSTAFA KALAFAT"],"a":45,"ab":32,"b":20,"bc":40,"c":17,"d":4,"f":4,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":164,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1092","term_name":"Fall 2008","instructors":["ALEXANDER NAGEL","YONG-GEUN OH"],"a":50,"ab":14,"b":31,"bc":9,"c":17,"d":9,"f":6,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":1,"total":137,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1094","term_name":"Spring 2009","instructors":["CONCETTA M. GOMEZ","RIAD MASRI"],"a":35,"ab":17,"b":31,"bc":8,"c":13,"d":6,"f":6,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":117,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1102","term_name":"Fall 2009","instructors":["AMIR ASSADI","SHIRIN MALEKPOUR"],"a":51,"ab":10,"b":30,"bc":10,"c":24,"d":16,"f":13,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":154,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1104","term_name":"Spring 2010","instructors":["FLORIAN BERTRAND","GABRIELE MEYER","MUSTAFA KALAFAT"],"a":50,"ab":52,"b":48,"bc":17,"c":18,"d":9,"f":4,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":198,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1112","term_name":"Fall 2010","instructors":["DONALD PASSMAN","FLORIAN BERTRAND"],"a":47,"ab":32,"b":46,"bc":13,"c":14,"d":4,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":159,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1114","term_name":"Spring 2011","instructors":["ROBERT WILSON","Sean Paul"],"a":36,"ab":22,"b":56,"bc":18,"c":38,"d":21,"f":8,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":200,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1122","term_name":"Fall 2011","instructors":["Tullia Dymarz","YONG-GEUN OH"],"a":38,"ab":23,"b":41,"bc":16,"c":23,"d":16,"f":9,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":2,"not_reported":0,"other":0,"total":170,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1124","term_name":"Spring 2012","instructors":["SHAMGAR GUREVICH","SHARAD CHANDARANA"],"a":52,"ab":37,"b":17,"bc":9,"c":7,"d":16,"f":9,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":147,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1132","term_name":"Fall 2012","instructors":["LINDSAY STOVALL","MINGZHONG CAI","SHARAD CHANDARANA"],"a":41,"ab":13,"b":33,"bc":19,"c":26,"d":8,"f":4,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":145,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1134","term_name":"Spring 2013","instructors":["GREGORY SHINAULT","ROBERT HARRON","SHARAD CHANDARANA"],"a":55,"ab":33,"b":39,"bc":19,"c":16,"d":5,"f":6,"satisfactory":0,"unsatisfactory":1,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":1,"total":175,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1142","term_name":"Fall 2013","instructors":["SEAN ROSTAMI","SHARAD CHANDARANA"],"a":16,"ab":9,"b":42,"bc":11,"c":41,"d":23,"f":12,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":2,"no_work":0,"not_reported":0,"other":0,"total":156,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1144","term_name":"Spring 2014","instructors":["SHAMGAR GUREVICH","SHARAD CHANDARANA","Sean Paul"],"a":87,"ab":63,"b":32,"bc":20,"c":23,"d":9,"f":4,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":239,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1152","term_name":"Fall 2014","instructors":["DANIEL DRAKE","SHARAD CHANDARANA"],"a":35,"ab":14,"b":35,"bc":19,"c":24,"d":26,"f":11,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":164,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1154","term_name":"Spring 2015","instructors":["DANIEL DRAKE"],"a":31,"ab":11,"b":55,"bc":25,"c":32,"d":6,"f":11,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":171,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1162","term_name":"Fall 2015","instructors":["ALEXANDRA KJUCHUKOVA","Jing Wang"],"a":47,"ab":15,"b":53,"bc":11,"c":38,"d":26,"f":12,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":203,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1164","term_name":"Spring 2016","instructors":["ALEXANDER HANHART","LAURA VILLAFUERTE ALTUZAR"],"a":54,"ab":41,"b":65,"bc":40,"c":35,"d":17,"f":11,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":1,"total":264,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1172","term_name":"Fall 2016","instructors":["Mariya Soskova"],"a":79,"ab":33,"b":64,"bc":26,"c":42,"d":29,"f":6,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":279,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1174","term_name":"Spring 2017","instructors":["DONGHYUN LEE"],"a":92,"ab":9,"b":96,"bc":41,"c":62,"d":21,"f":6,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":327,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1182","term_name":"Fall 2017","instructors":["ALEXANDER HANHART","Autumn Kent"],"a":101,"ab":30,"b":80,"bc":32,"c":45,"d":36,"f":12,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":337,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1184","term_name":"Spring 2018","instructors":["DONGHYUN LEE","SHARAD CHANDARANA"],"a":76,"ab":33,"b":102,"bc":68,"c":76,"d":14,"f":13,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":383,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1192","term_name":"Fall 2018","instructors":["ALEXANDER HANHART","Autumn Kent"],"a":141,"ab":41,"b":109,"bc":24,"c":68,"d":31,"f":14,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":2,"no_work":0,"not_reported":0,"other":0,"total":430,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1194","term_name":"Spring 2019","instructors":["ALEXANDER HANHART","ROBERT GRIZZARD","SHARAD CHANDARANA"],"a":113,"ab":22,"b":133,"bc":33,"c":103,"d":29,"f":10,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":443,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1202","term_name":"Fall 2019","instructors":["GARY HOWARD SCHROEDER","TREVOR LESLIE"],"a":123,"ab":54,"b":98,"bc":65,"c":64,"d":35,"f":9,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":1,"not_reported":0,"other":0,"total":449,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1204","term_name":"Spring 2020","instructors":["Brian Hepler","SHAOSAI HUANG","YOUSHENG SHI"],"a":215,"ab":41,"b":49,"bc":13,"c":3,"d":4,"f":1,"satisfactory":102,"unsatisfactory":10,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":439,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1212","term_name":"Fall 2020","instructors":["HARRY LEE","Laurentiu Maxim","SIMON MARSHALL"],"a":138,"ab":41,"b":121,"bc":42,"c":107,"d":17,"f":22,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":489,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1222","term_name":"Fall 2021","instructors":["DOHYUN KWON","JIUHUA HU","ZIQUAN YANG"],"a":201,"ab":60,"b":124,"bc":38,"c":73,"d":32,"f":18,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":21,"no_work":0,"not_reported":0,"other":0,"total":567,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1224","term_name":"Spring 2022","instructors":["ALEKSANDRA SOBIESKA","PETER JUHASZ"],"a":145,"ab":50,"b":108,"bc":31,"c":83,"d":20,"f":6,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":5,"no_work":0,"not_reported":0,"other":0,"total":448,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1232","term_name":"Fall 2022","instructors":["BOYA WEN","DANIELLE BURTON","Kaitlyn Phillipson","ZANE LI","ZIQUAN YANG"],"a":217,"ab":81,"b":188,"bc":53,"c":107,"d":47,"f":14,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":15,"no_work":0,"not_reported":0,"other":0,"total":722,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1234","term_name":"Spring 2023","instructors":["JIUHUA HU","Kaitlyn Phillipson","RUHUI JIN","YOUSHENG SHI"],"a":206,"ab":84,"b":161,"bc":59,"c":112,"d":36,"f":20,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":12,"no_work":0,"not_reported":0,"other":0,"total":691,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1242","term_name":"Fall 2023","instructors":["FENG ZHU","JOSHUA MUNDINGER","Kaitlyn Phillipson","SHENGWEN GAN"],"a":268,"ab":92,"b":189,"bc":60,"c":111,"d":43,"f":17,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":5,"no_work":0,"not_reported":0,"other":0,"total":787,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1244","term_name":"Spring 2024","instructors":["PETER JUHASZ","Sean Paul","TERRY HARRIS"],"a":215,"ab":81,"b":168,"bc":66,"c":113,"d":42,"f":19,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":10,"no_work":0,"not_reported":0,"other":0,"total":714,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1252","term_name":"Fall 2024","instructors":["HYUKPYO HONG","Jose Rodriguez","Lars Niedorf","TIMUR YASTRZHEMBSKIY","Yayi Fu"],"a":234,"ab":105,"b":206,"bc":66,"c":100,"d":35,"f":8,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":10,"no_work":0,"not_reported":0,"other":0,"total":764,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1254","term_name":"Spring 2025","instructors":["Jose Rodriguez","Lars Niedorf","RUHUI JIN","TIMUR YASTRZHEMBSKIY","YASSINE TISSAOUI"],"a":191,"ab":62,"b":161,"bc":59,"c":103,"d":31,"f":14,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":5,"no_work":0,"not_reported":0,"other":0,"total":627,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1262","term_name":"Fall 2025","instructors":["BRANDIS WHITFIELD","Ben Johnsrude","GIORGIO YOUNG","HONGCHANG JI","Paige Hillen","TERRY HARRIS","Yang Yang"],"a":183,"ab":60,"b":153,"bc":52,"c":105,"d":36,"f":19,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":610,"source_aliases":["MATH 340"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 340","course_uid":"course_eec4aae06b946a73f1878be4","term_id":"1264","term_name":"Spring 2026","instructors":["Ben Johnsrude","Jose Rodriguez","NICHOLAS DERR"],"a":131,"ab":57,"b":118,"bc":40,"c":59,"d":52,"f":12,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":16,"no_work":0,"not_reported":0,"other":0,"total":485,"source_aliases":["MATH 340"]}],"statistics":{"gpa":2.942,"graded":13098,"counts":[3945,1516,3194,1197,2015,839,392]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_eec4aae06b946a73f1878be4-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_eec4aae06b946a73f1878be4-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_eec4aae06b946a73f1878be4-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_eec4aae06b946a73f1878be4-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_eec4aae06b946a73f1878be4-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":2.941632310276378,"count":13098,"university":{"size":5784,"gpaPercentile":1,"countPercentile":99,"medianCount":240.5,"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":12,"current":false},{"range":"2.8–3.2","count":363,"current":true},{"range":"3.2–3.6","count":1576,"current":false},{"range":"3.6–4.0","count":3833,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":136,"gpaPercentile":6,"countPercentile":96,"medianCount":272.5,"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":4,"current":false},{"range":"2.8–3.2","count":33,"current":true},{"range":"3.2–3.6","count":25,"current":false},{"range":"3.6–4.0","count":74,"current":false}]}}]},"terms":{"1072":{"term":"1072","gpa":2.6923076923076925,"count":143,"university":{"size":723,"gpaPercentile":3,"countPercentile":79,"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":62,"current":true},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":306,"current":false},{"range":"3.6–4.0","count":180,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":21,"gpaPercentile":35,"countPercentile":55,"medianCount":115,"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":10,"current":true},{"range":"2.8–3.2","count":6,"current":false},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":1,"current":false}]}}]},"1074":{"term":"1074","gpa":2.7033898305084745,"count":118,"university":{"size":695,"gpaPercentile":4,"countPercentile":73,"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":3,"current":false},{"range":"2.4–2.8","count":53,"current":true},{"range":"2.8–3.2","count":184,"current":false},{"range":"3.2–3.6","count":256,"current":false},{"range":"3.6–4.0","count":199,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":17,"gpaPercentile":44,"countPercentile":44,"medianCount":133,"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":8,"current":true},{"range":"2.8–3.2","count":3,"current":false},{"range":"3.2–3.6","count":2,"current":false},{"range":"3.6–4.0","count":1,"current":false}]}}]},"1082":{"term":"1082","gpa":3.060483870967742,"count":124,"university":{"size":723,"gpaPercentile":23,"countPercentile":73,"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":51,"current":false},{"range":"2.8–3.2","count":202,"current":true},{"range":"3.2–3.6","count":265,"current":false},{"range":"3.6–4.0","count":204,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":20,"gpaPercentile":74,"countPercentile":53,"medianCount":122,"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":9,"current":false},{"range":"2.8–3.2","count":7,"current":true},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1084":{"term":"1084","gpa":3.0246913580246915,"count":162,"university":{"size":720,"gpaPercentile":19,"countPercentile":83,"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":45,"current":false},{"range":"2.8–3.2","count":207,"current":true},{"range":"3.2–3.6","count":248,"current":false},{"range":"3.6–4.0","count":217,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":22,"gpaPercentile":67,"countPercentile":67,"medianCount":88.5,"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":5,"current":false},{"range":"2.8–3.2","count":9,"current":true},{"range":"3.2–3.6","count":4,"current":false},{"range":"3.6–4.0","count":2,"current":false}]}}]},"1092":{"term":"1092","gpa":2.9963235294117645,"count":136,"university":{"size":732,"gpaPercentile":15,"countPercentile":76,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":41,"current":false},{"range":"2.8–3.2","count":208,"current":true},{"range":"3.2–3.6","count":271,"current":false},{"range":"3.6–4.0","count":211,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":22,"gpaPercentile":62,"countPercentile":57,"medianCount":131,"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":9,"current":false},{"range":"2.8–3.2","count":10,"current":true},{"range":"3.2–3.6","count":1,"current":false},{"range":"3.6–4.0","count":1,"current":false}]}}]},"1094":{"term":"1094","gpa":2.9698275862068964,"count":116,"university":{"size":758,"gpaPercentile":14,"countPercentile":73,"medianCount":71,"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":35,"current":false},{"range":"2.8–3.2","count":226,"current":true},{"range":"3.2–3.6","count":259,"current":false},{"range":"3.6–4.0","count":236,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":19,"gpaPercentile":72,"countPercentile":56,"medianCount":108,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":6,"current":false},{"range":"2.8–3.2","count":10,"current":true},{"range":"3.2–3.6","count":2,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1102":{"term":"1102","gpa":2.7142857142857144,"count":154,"university":{"size":774,"gpaPercentile":4,"countPercentile":81,"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":true},{"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":false}]},"departments":[{"subject":"MATH","comparison":{"size":27,"gpaPercentile":19,"countPercentile":73,"medianCount":76,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":8,"current":true},{"range":"2.8–3.2","count":11,"current":false},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1104":{"term":"1104","gpa":3.0984848484848486,"count":198,"university":{"size":793,"gpaPercentile":25,"countPercentile":88,"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":4,"current":false},{"range":"2.4–2.8","count":49,"current":false},{"range":"2.8–3.2","count":205,"current":true},{"range":"3.2–3.6","count":294,"current":false},{"range":"3.6–4.0","count":241,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":23,"gpaPercentile":64,"countPercentile":73,"medianCount":98,"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":6,"current":false},{"range":"2.8–3.2","count":10,"current":true},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":1,"current":false}]}}]},"1112":{"term":"1112","gpa":3.160377358490566,"count":159,"university":{"size":805,"gpaPercentile":29,"countPercentile":83,"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":true},{"range":"3.2–3.6","count":316,"current":false},{"range":"3.6–4.0","count":225,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":26,"gpaPercentile":72,"countPercentile":68,"medianCount":87,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":7,"current":false},{"range":"2.8–3.2","count":12,"current":true},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":1,"current":false}]}}]},"1114":{"term":"1114","gpa":2.6683417085427137,"count":199,"university":{"size":804,"gpaPercentile":2,"countPercentile":89,"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":true},{"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":false}]},"departments":[{"subject":"MATH","comparison":{"size":26,"gpaPercentile":20,"countPercentile":76,"medianCount":83.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":8,"current":true},{"range":"2.8–3.2","count":15,"current":false},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1122":{"term":"1122","gpa":2.7560240963855422,"count":166,"university":{"size":804,"gpaPercentile":5,"countPercentile":84,"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":true},{"range":"2.8–3.2","count":224,"current":false},{"range":"3.2–3.6","count":282,"current":false},{"range":"3.6–4.0","count":248,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":27,"gpaPercentile":35,"countPercentile":69,"medianCount":103,"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":9,"current":true},{"range":"2.8–3.2","count":14,"current":false},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1124":{"term":"1124","gpa":3,"count":147,"university":{"size":821,"gpaPercentile":17,"countPercentile":82,"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":true},{"range":"3.2–3.6","count":278,"current":false},{"range":"3.6–4.0","count":280,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":28,"gpaPercentile":67,"countPercentile":67,"medianCount":75,"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":11,"current":false},{"range":"2.8–3.2","count":12,"current":true},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1132":{"term":"1132","gpa":2.888888888888889,"count":144,"university":{"size":851,"gpaPercentile":7,"countPercentile":81,"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":true},{"range":"3.2–3.6","count":303,"current":false},{"range":"3.6–4.0","count":272,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":25,"gpaPercentile":46,"countPercentile":58,"medianCount":108,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":5,"current":false},{"range":"2.8–3.2","count":15,"current":true},{"range":"3.2–3.6","count":4,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1134":{"term":"1134","gpa":3.1040462427745665,"count":173,"university":{"size":852,"gpaPercentile":23,"countPercentile":87,"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":"MATH","comparison":{"size":26,"gpaPercentile":84,"countPercentile":72,"medianCount":83.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":3,"current":false},{"range":"2.8–3.2","count":19,"current":true},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1142":{"term":"1142","gpa":2.2987012987012987,"count":154,"university":{"size":853,"gpaPercentile":0,"countPercentile":83,"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":true},{"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":false}]},"departments":[{"subject":"MATH","comparison":{"size":31,"gpaPercentile":0,"countPercentile":67,"medianCount":77,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":true},{"range":"2.4–2.8","count":8,"current":false},{"range":"2.8–3.2","count":10,"current":false},{"range":"3.2–3.6","count":9,"current":false},{"range":"3.6–4.0","count":2,"current":false}]}}]},"1144":{"term":"1144","gpa":3.2331932773109244,"count":238,"university":{"size":878,"gpaPercentile":35,"countPercentile":92,"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":true},{"range":"3.6–4.0","count":299,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":30,"gpaPercentile":93,"countPercentile":79,"medianCount":79,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":6,"current":false},{"range":"2.8–3.2","count":19,"current":false},{"range":"3.2–3.6","count":1,"current":true},{"range":"3.6–4.0","count":2,"current":false}]}}]},"1152":{"term":"1152","gpa":2.533536585365854,"count":164,"university":{"size":918,"gpaPercentile":0,"countPercentile":85,"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":true},{"range":"2.8–3.2","count":227,"current":false},{"range":"3.2–3.6","count":371,"current":false},{"range":"3.6–4.0","count":286,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":34,"gpaPercentile":3,"countPercentile":70,"medianCount":82,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":5,"current":true},{"range":"2.8–3.2","count":15,"current":false},{"range":"3.2–3.6","count":9,"current":false},{"range":"3.6–4.0","count":4,"current":false}]}}]},"1154":{"term":"1154","gpa":2.690058479532164,"count":171,"university":{"size":935,"gpaPercentile":2,"countPercentile":87,"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":true},{"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":false}]},"departments":[{"subject":"MATH","comparison":{"size":33,"gpaPercentile":19,"countPercentile":75,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":10,"current":true},{"range":"2.8–3.2","count":15,"current":false},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":2,"current":false}]}}]},"1162":{"term":"1162","gpa":2.618811881188119,"count":202,"university":{"size":954,"gpaPercentile":1,"countPercentile":89,"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":true},{"range":"2.8–3.2","count":234,"current":false},{"range":"3.2–3.6","count":350,"current":false},{"range":"3.6–4.0","count":345,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":36,"gpaPercentile":6,"countPercentile":74,"medianCount":74.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":3,"current":true},{"range":"2.8–3.2","count":20,"current":false},{"range":"3.2–3.6","count":9,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1164":{"term":"1164","gpa":2.8193916349809887,"count":263,"university":{"size":965,"gpaPercentile":5,"countPercentile":93,"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":true},{"range":"3.2–3.6","count":319,"current":false},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":32,"gpaPercentile":45,"countPercentile":84,"medianCount":83,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":10,"current":false},{"range":"2.8–3.2","count":12,"current":true},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1172":{"term":"1172","gpa":2.8727598566308243,"count":279,"university":{"size":991,"gpaPercentile":4,"countPercentile":93,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":226,"current":true},{"range":"3.2–3.6","count":353,"current":false},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":36,"gpaPercentile":17,"countPercentile":77,"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":4,"current":false},{"range":"2.8–3.2","count":21,"current":true},{"range":"3.2–3.6","count":8,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1174":{"term":"1174","gpa":2.859327217125382,"count":327,"university":{"size":955,"gpaPercentile":5,"countPercentile":95,"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":true},{"range":"3.2–3.6","count":332,"current":false},{"range":"3.6–4.0","count":369,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":32,"gpaPercentile":39,"countPercentile":84,"medianCount":89,"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":9,"current":false},{"range":"2.8–3.2","count":15,"current":true},{"range":"3.2–3.6","count":5,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1182":{"term":"1182","gpa":2.8422619047619047,"count":336,"university":{"size":1025,"gpaPercentile":3,"countPercentile":94,"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":true},{"range":"3.2–3.6","count":369,"current":false},{"range":"3.6–4.0","count":418,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":36,"gpaPercentile":14,"countPercentile":80,"medianCount":80,"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":5,"current":false},{"range":"2.8–3.2","count":21,"current":true},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1184":{"term":"1184","gpa":2.7787958115183247,"count":382,"university":{"size":1010,"gpaPercentile":2,"countPercentile":96,"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":true},{"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":false}]},"departments":[{"subject":"MATH","comparison":{"size":36,"gpaPercentile":20,"countPercentile":86,"medianCount":83.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":7,"current":true},{"range":"2.8–3.2","count":18,"current":false},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1192":{"term":"1192","gpa":2.947429906542056,"count":428,"university":{"size":1077,"gpaPercentile":6,"countPercentile":96,"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":true},{"range":"3.2–3.6","count":370,"current":false},{"range":"3.6–4.0","count":481,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":39,"gpaPercentile":26,"countPercentile":82,"medianCount":99,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":24,"current":true},{"range":"3.2–3.6","count":8,"current":false},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1194":{"term":"1194","gpa":2.811512415349887,"count":443,"university":{"size":1040,"gpaPercentile":2,"countPercentile":97,"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":true},{"range":"3.2–3.6","count":342,"current":false},{"range":"3.6–4.0","count":454,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":38,"gpaPercentile":19,"countPercentile":89,"medianCount":71.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":6,"current":false},{"range":"2.8–3.2","count":18,"current":true},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":7,"current":false}]}}]},"1202":{"term":"1202","gpa":2.9029017857142856,"count":448,"university":{"size":1102,"gpaPercentile":3,"countPercentile":96,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":218,"current":true},{"range":"3.2–3.6","count":371,"current":false},{"range":"3.6–4.0","count":498,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":40,"gpaPercentile":21,"countPercentile":85,"medianCount":90.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":24,"current":true},{"range":"3.2–3.6","count":7,"current":false},{"range":"3.6–4.0","count":5,"current":false}]}}]},"1204":{"term":"1204","gpa":3.6595092024539877,"count":326,"university":{"size":1012,"gpaPercentile":40,"countPercentile":95,"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":"MATH","comparison":{"size":29,"gpaPercentile":86,"countPercentile":79,"medianCount":83,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":3,"current":false},{"range":"3.2–3.6","count":20,"current":false},{"range":"3.6–4.0","count":6,"current":true}]}}]},"1212":{"term":"1212","gpa":2.8575819672131146,"count":488,"university":{"size":1111,"gpaPercentile":1,"countPercentile":97,"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":true},{"range":"3.2–3.6","count":337,"current":false},{"range":"3.6–4.0","count":611,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":41,"gpaPercentile":5,"countPercentile":90,"medianCount":87,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":2,"current":false},{"range":"2.8–3.2","count":18,"current":true},{"range":"3.2–3.6","count":12,"current":false},{"range":"3.6–4.0","count":9,"current":false}]}}]},"1222":{"term":"1222","gpa":3.0384615384615383,"count":546,"university":{"size":1157,"gpaPercentile":7,"countPercentile":98,"medianCount":64,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":174,"current":true},{"range":"3.2–3.6","count":351,"current":false},{"range":"3.6–4.0","count":614,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":39,"gpaPercentile":32,"countPercentile":87,"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":1,"current":false},{"range":"2.4–2.8","count":5,"current":false},{"range":"2.8–3.2","count":13,"current":true},{"range":"3.2–3.6","count":12,"current":false},{"range":"3.6–4.0","count":8,"current":false}]}}]},"1224":{"term":"1224","gpa":3.030474040632054,"count":443,"university":{"size":1171,"gpaPercentile":8,"countPercentile":96,"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":true},{"range":"3.2–3.6","count":358,"current":false},{"range":"3.6–4.0","count":616,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":34,"gpaPercentile":30,"countPercentile":82,"medianCount":87.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":12,"current":true},{"range":"3.2–3.6","count":12,"current":false},{"range":"3.6–4.0","count":4,"current":false}]}}]},"1232":{"term":"1232","gpa":2.983026874115983,"count":707,"university":{"size":1216,"gpaPercentile":5,"countPercentile":98,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":174,"current":true},{"range":"3.2–3.6","count":356,"current":false},{"range":"3.6–4.0","count":670,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":43,"gpaPercentile":21,"countPercentile":90,"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":4,"current":false},{"range":"2.8–3.2","count":17,"current":true},{"range":"3.2–3.6","count":14,"current":false},{"range":"3.6–4.0","count":7,"current":false}]}}]},"1234":{"term":"1234","gpa":2.9623893805309733,"count":678,"university":{"size":1188,"gpaPercentile":4,"countPercentile":98,"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":true},{"range":"3.2–3.6","count":374,"current":false},{"range":"3.6–4.0","count":650,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":41,"gpaPercentile":30,"countPercentile":95,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":5,"current":false},{"range":"2.8–3.2","count":13,"current":true},{"range":"3.2–3.6","count":14,"current":false},{"range":"3.6–4.0","count":7,"current":false}]}}]},"1242":{"term":"1242","gpa":3.046153846153846,"count":780,"university":{"size":1295,"gpaPercentile":6,"countPercentile":99,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":11,"current":false},{"range":"2.8–3.2","count":162,"current":true},{"range":"3.2–3.6","count":394,"current":false},{"range":"3.6–4.0","count":726,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":43,"gpaPercentile":21,"countPercentile":90,"medianCount":80,"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":4,"current":false},{"range":"2.8–3.2","count":17,"current":true},{"range":"3.2–3.6","count":13,"current":false},{"range":"3.6–4.0","count":8,"current":false}]}}]},"1244":{"term":"1244","gpa":2.9552556818181817,"count":704,"university":{"size":1241,"gpaPercentile":3,"countPercentile":99,"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":true},{"range":"3.2–3.6","count":373,"current":false},{"range":"3.6–4.0","count":706,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":43,"gpaPercentile":19,"countPercentile":98,"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":2,"current":false},{"range":"2.4–2.8","count":2,"current":false},{"range":"2.8–3.2","count":20,"current":true},{"range":"3.2–3.6","count":11,"current":false},{"range":"3.6–4.0","count":8,"current":false}]}}]},"1252":{"term":"1252","gpa":3.0789124668435015,"count":754,"university":{"size":1333,"gpaPercentile":6,"countPercentile":99,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":115,"current":true},{"range":"3.2–3.6","count":431,"current":false},{"range":"3.6–4.0","count":773,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":43,"gpaPercentile":36,"countPercentile":90,"medianCount":74,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":5,"current":false},{"range":"2.8–3.2","count":20,"current":true},{"range":"3.2–3.6","count":16,"current":false},{"range":"3.6–4.0","count":2,"current":false}]}}]},"1254":{"term":"1254","gpa":2.9766505636070852,"count":621,"university":{"size":1289,"gpaPercentile":4,"countPercentile":98,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":128,"current":true},{"range":"3.2–3.6","count":379,"current":false},{"range":"3.6–4.0","count":765,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":39,"gpaPercentile":24,"countPercentile":89,"medianCount":89,"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":6,"current":false},{"range":"2.8–3.2","count":16,"current":true},{"range":"3.2–3.6","count":13,"current":false},{"range":"3.6–4.0","count":4,"current":false}]}}]},"1262":{"term":"1262","gpa":2.9226973684210527,"count":608,"university":{"size":1320,"gpaPercentile":2,"countPercentile":98,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":8,"current":false},{"range":"2.8–3.2","count":133,"current":true},{"range":"3.2–3.6","count":381,"current":false},{"range":"3.6–4.0","count":797,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":43,"gpaPercentile":14,"countPercentile":86,"medianCount":81,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":3,"current":false},{"range":"2.8–3.2","count":18,"current":true},{"range":"3.2–3.6","count":16,"current":false},{"range":"3.6–4.0","count":6,"current":false}]}}]},"1264":{"term":"1264","gpa":2.873134328358209,"count":469,"university":{"size":1283,"gpaPercentile":2,"countPercentile":96,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":20,"current":false},{"range":"2.8–3.2","count":130,"current":true},{"range":"3.2–3.6","count":343,"current":false},{"range":"3.6–4.0","count":789,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":42,"gpaPercentile":22,"countPercentile":90,"medianCount":80,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":7,"current":false},{"range":"2.8–3.2","count":17,"current":true},{"range":"3.2–3.6","count":11,"current":false},{"range":"3.6–4.0","count":6,"current":false}]}}]}},"benchmarks":{"all":{"school":{"size":5784,"gpa":3.6736255573368366,"topShare":82.68719706118685,"count":240.5},"MATH":{"size":136,"gpa":3.5494544646749766,"topShare":75.15568951719919,"count":272.5}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"MATH":{"size":21,"gpa":2.878188611674867,"topShare":40.4748751710427,"count":115}},"1074":{"school":{"size":695,"gpa":3.3616924722887376,"topShare":63.22509110105764,"count":69},"MATH":{"size":17,"gpa":2.821339129045922,"topShare":38.66654769268061,"count":133}},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"MATH":{"size":20,"gpa":2.8603540012311925,"topShare":39.28661748894661,"count":122}},"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"MATH":{"size":22,"gpa":2.977459424628873,"topShare":44.52710820759676,"count":88.5}},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"MATH":{"size":22,"gpa":2.8820162698417926,"topShare":39.71597770466243,"count":131}},"1094":{"school":{"size":758,"gpa":3.3891454428111527,"topShare":64.36369814389255,"count":71},"MATH":{"size":19,"gpa":2.861322177541941,"topShare":40.26350030907326,"count":108}},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"MATH":{"size":27,"gpa":2.936619140855453,"topShare":42.28372460948232,"count":76}},"1104":{"school":{"size":793,"gpa":3.384661458923085,"topShare":64.6614752434143,"count":66},"MATH":{"size":23,"gpa":2.9531575824731964,"topShare":43.549837152646596,"count":98}},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"MATH":{"size":26,"gpa":2.9941347625171355,"topShare":43.79682105650899,"count":87}},"1114":{"school":{"size":804,"gpa":3.3696004653806844,"topShare":64.0389334741844,"count":68},"MATH":{"size":26,"gpa":2.9090822348911582,"topShare":41.14706210117883,"count":83.5}},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"MATH":{"size":27,"gpa":2.898067749128924,"topShare":42.09489165698714,"count":103}},"1124":{"school":{"size":821,"gpa":3.406589342026613,"topShare":66.35774230127205,"count":67},"MATH":{"size":28,"gpa":2.9109864595893504,"topShare":42.40580272314707,"count":75}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"MATH":{"size":25,"gpa":2.9605395515107897,"topShare":42.794601137643824,"count":108}},"1134":{"school":{"size":852,"gpa":3.4138934207568203,"topShare":66.35946578182744,"count":66},"MATH":{"size":26,"gpa":2.938004331770204,"topShare":42.318323348030226,"count":83.5}},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"MATH":{"size":31,"gpa":3.009040780059457,"topShare":45.87481076818359,"count":77}},"1144":{"school":{"size":878,"gpa":3.4092443327803017,"topShare":65.95978235963416,"count":64},"MATH":{"size":30,"gpa":2.926152797086596,"topShare":42.17363619414386,"count":79}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"MATH":{"size":34,"gpa":3.0803080141506425,"topShare":49.72677618758506,"count":82}},"1154":{"school":{"size":935,"gpa":3.4282378385810093,"topShare":67.66674668721691,"count":63},"MATH":{"size":33,"gpa":2.9834698949629033,"topShare":46.71989715257013,"count":69}},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"MATH":{"size":36,"gpa":3.1059509777204544,"topShare":50.071044743474,"count":74.5}},"1164":{"school":{"size":965,"gpa":3.46491230798535,"topShare":69.92376287143657,"count":68},"MATH":{"size":32,"gpa":2.995223360849456,"topShare":46.38098813836469,"count":83}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"MATH":{"size":36,"gpa":3.098601909983034,"topShare":48.67573746500224,"count":66}},"1174":{"school":{"size":955,"gpa":3.4597947384071412,"topShare":69.5290038366363,"count":69},"MATH":{"size":32,"gpa":2.992971960864239,"topShare":44.393513280464695,"count":89}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"MATH":{"size":36,"gpa":3.0839531022443034,"topShare":48.116975859522796,"count":80}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"MATH":{"size":36,"gpa":3.0650838986714333,"topShare":47.42689290604571,"count":83.5}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"MATH":{"size":39,"gpa":3.1003216533236415,"topShare":50.01588968281552,"count":99}},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"MATH":{"size":38,"gpa":3.133406260873163,"topShare":53.17595010634325,"count":71.5}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"MATH":{"size":40,"gpa":3.1467748801316944,"topShare":52.57847974231038,"count":90.5}},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"MATH":{"size":29,"gpa":3.478717830475146,"topShare":69.61236805388549,"count":83}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"MATH":{"size":41,"gpa":3.3211331103538813,"topShare":59.85093623917685,"count":87}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"MATH":{"size":39,"gpa":3.2083447119296955,"topShare":56.75007696473496,"count":63}},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"MATH":{"size":34,"gpa":3.1555898753466907,"topShare":53.444319815085976,"count":87.5}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"MATH":{"size":43,"gpa":3.2486774162409366,"topShare":56.56203211471963,"count":69}},"1234":{"school":{"size":1188,"gpa":3.5799441677552393,"topShare":77.18256448537606,"count":65},"MATH":{"size":41,"gpa":3.178489266862151,"topShare":56.06874885619616,"count":67}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"MATH":{"size":43,"gpa":3.2449031633350183,"topShare":58.03783489438137,"count":80}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"MATH":{"size":43,"gpa":3.228240949537157,"topShare":55.86451059486035,"count":68}},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"MATH":{"size":43,"gpa":3.185692541204979,"topShare":54.14175342403773,"count":74}},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"MATH":{"size":39,"gpa":3.180435541912479,"topShare":53.878371816747475,"count":89}},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"MATH":{"size":43,"gpa":3.2481769276584003,"topShare":56.325967864851854,"count":81}},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"MATH":{"size":42,"gpa":3.13598176627681,"topShare":52.25969905887213,"count":80}}}}},"instructorTrends":[{"uid":"instructor_132036bc134b7390cace7efa","name":"DONGHYUN LEE","count":616,"terms":[{"term":"1174","count":327,"sections":2,"gpa":2.859327217125382},{"term":"1184","count":289,"sections":2,"gpa":2.8719723183391004}]},{"uid":"instructor_319a762753c1c38883f23739","name":"PETER JUHASZ","count":588,"terms":[{"term":"1224","count":264,"sections":2,"gpa":2.992424242424242},{"term":"1244","count":324,"sections":2,"gpa":2.9614197530864197}]},{"uid":"instructor_cfd7c53959806f45e66d2292","name":"AUTUMN KENT","count":552,"terms":[{"term":"1182","count":214,"sections":2,"gpa":2.9228971962616823},{"term":"1192","count":338,"sections":2,"gpa":3.010355029585799}]},{"uid":"instructor_698d3d3a53f33d54ffd2d3e3","name":"ALEXANDER HANHART","count":541,"terms":[{"term":"1164","count":179,"sections":1,"gpa":2.899441340782123},{"term":"1182","count":122,"sections":1,"gpa":2.7008196721311477},{"term":"1192","count":90,"sections":1,"gpa":2.7111111111111112},{"term":"1194","count":150,"sections":1,"gpa":2.5733333333333333}]},{"uid":"instructor_ae4869778d9153766bc2f68a","name":"KAITLYN PHILLIPSON","count":428,"terms":[{"term":"1232","count":89,"sections":1,"gpa":3.0280898876404496},{"term":"1234","count":124,"sections":1,"gpa":3.1733870967741935},{"term":"1242","count":215,"sections":2,"gpa":3.172093023255814}]},{"uid":"instructor_9e5b6a7493f3e81a42d3edf4","name":"RUHUI JIN","count":415,"terms":[{"term":"1234","count":267,"sections":2,"gpa":2.8782771535580522},{"term":"1254","count":148,"sections":1,"gpa":2.956081081081081}]},{"uid":"instructor_773e5f875b33f9cd2ca34e97","name":"ZIQUAN YANG","count":381,"terms":[{"term":"1222","count":261,"sections":2,"gpa":2.996168582375479},{"term":"1232","count":120,"sections":1,"gpa":3.154166666666667}]},{"uid":"instructor_fd25402e40e35b7d6f81a74c","name":"LARS NIEDORF","count":357,"terms":[{"term":"1252","count":239,"sections":2,"gpa":3.0460251046025104},{"term":"1254","count":118,"sections":1,"gpa":3.0254237288135593}]},{"uid":"instructor_49a66e28b37e5752a789849c","name":"LAURENTIU MAXIM","count":351,"terms":[{"term":"1212","count":351,"sections":2,"gpa":2.809116809116809}]},{"uid":"instructor_c169539ae6abe548e11c4b24","name":"TERRY HARRIS","count":346,"terms":[{"term":"1244","count":270,"sections":2,"gpa":2.975925925925926},{"term":"1262","count":76,"sections":1,"gpa":2.6447368421052633}]},{"uid":"instructor_7f6ea70d7cbf47dca5c5f58b","name":"JOSE RODRIGUEZ","count":337,"terms":[{"term":"1252","count":117,"sections":1,"gpa":3.0598290598290596},{"term":"1254","count":118,"sections":1,"gpa":2.809322033898305},{"term":"1264","count":102,"sections":1,"gpa":2.6519607843137254}]},{"uid":"instructor_9cc487304aa6753c71ddb0be","name":"DANIEL DRAKE","count":335,"terms":[{"term":"1152","count":164,"sections":2,"gpa":2.533536585365854},{"term":"1154","count":171,"sections":2,"gpa":2.690058479532164}]},{"uid":"instructor_16275721169ecc0f90ed15cd","name":"TREVOR LESLIE","count":332,"terms":[{"term":"1202","count":332,"sections":2,"gpa":3.0090361445783134}]},{"uid":"instructor_2a657e6028819ec80f2c54ab","name":"JIUHUA HU","count":282,"terms":[{"term":"1222","count":139,"sections":1,"gpa":3.1906474820143886},{"term":"1234","count":143,"sections":1,"gpa":2.9265734265734267}]},{"uid":"instructor_1e2db195ddc1c738640cea95","name":"MARIYA SOSKOVA","count":279,"terms":[{"term":"1172","count":279,"sections":2,"gpa":2.8727598566308243}]},{"uid":"instructor_98e9331ef0690b66352c0c4a","name":"YOUSHENG SHI","count":259,"terms":[{"term":"1204","count":115,"sections":2,"gpa":3.491304347826087},{"term":"1234","count":144,"sections":1,"gpa":2.9722222222222223}]},{"uid":"instructor_eb98a96c05ac474b321e9170","name":"SEAN PAUL","count":254,"terms":[{"term":"1114","count":51,"sections":1,"gpa":2.5098039215686274},{"term":"1144","count":93,"sections":1,"gpa":2.7580645161290325},{"term":"1244","count":110,"sections":1,"gpa":2.8863636363636362}]},{"uid":"instructor_fd9a4affe35e11b7e5d568b9","name":"SHARAD CHANDARANA","count":241,"terms":[{"term":"1124","count":66,"sections":1,"gpa":2.303030303030303},{"term":"1134","count":6,"sections":2,"gpa":1},{"term":"1142","count":6,"sections":1,"gpa":2.3333333333333335},{"term":"1184","count":93,"sections":1,"gpa":2.489247311827957},{"term":"1194","count":70,"sections":1,"gpa":2.5285714285714285}]},{"uid":"instructor_495d959af0edec197ef1c1a4","name":"SHENGWEN GAN","count":238,"terms":[{"term":"1242","count":238,"sections":2,"gpa":2.947478991596639}]},{"uid":"instructor_f367292f1d54db1d8ff4cefb","name":"BOYA WEN","count":238,"terms":[{"term":"1232","count":238,"sections":2,"gpa":3.081932773109244}]},{"uid":"instructor_c938150143be039de89fe3d1","name":"JOSHUA MUNDINGER","count":234,"terms":[{"term":"1242","count":234,"sections":2,"gpa":3.0961538461538463}]},{"uid":"instructor_d43b61daff21136dd6ac12c4","name":"BEN JOHNSRUDE","count":230,"terms":[{"term":"1262","count":76,"sections":1,"gpa":2.9539473684210527},{"term":"1264","count":154,"sections":2,"gpa":2.918831168831169}]},{"uid":"instructor_f2e0ee4a695f3aaefcad5d03","name":"SHAMGAR GUREVICH","count":226,"terms":[{"term":"1124","count":81,"sections":1,"gpa":3.567901234567901},{"term":"1144","count":145,"sections":1,"gpa":3.537931034482759}]},{"uid":"instructor_a2467fc028c4070d7f0d4fe5","name":"ROBERT GRIZZARD","count":223,"terms":[{"term":"1194","count":223,"sections":2,"gpa":3.0605381165919283}]},{"uid":"instructor_b11c622953ffbd6f8c4351e8","name":"ROBERT WILSON","count":217,"terms":[{"term":"1074","count":69,"sections":1,"gpa":2.9420289855072466},{"term":"1114","count":148,"sections":2,"gpa":2.722972972972973}]},{"uid":"instructor_71deac525bda4b5ba6fb69a0","name":"NICHOLAS DERR","count":213,"terms":[{"term":"1264","count":213,"sections":2,"gpa":2.9460093896713615}]},{"uid":"instructor_9ec0bf4261e7438eaaa4437f","name":"TIMUR YASTRZHEMBSKIY","count":213,"terms":[{"term":"1252","count":92,"sections":1,"gpa":3.016304347826087},{"term":"1254","count":121,"sections":1,"gpa":2.958677685950413}]},{"uid":"instructor_682fdb912c188130e6fcf21f","name":"HYUKPYO HONG","count":212,"terms":[{"term":"1252","count":212,"sections":2,"gpa":3.2122641509433962}]},{"uid":"instructor_65da733714b2ad5c9be740c6","name":"ALEKSANDRA SOBIESKA","count":179,"terms":[{"term":"1224","count":179,"sections":1,"gpa":3.0865921787709496}]},{"uid":"instructor_1875f90a89dc101cbb5bf87c","name":"DANIELLE BURTON","count":173,"terms":[{"term":"1232","count":173,"sections":2,"gpa":2.8092485549132946}]},{"uid":"instructor_a40d13bd575b80fdf50263f3","name":"GIORGIO YOUNG","count":158,"terms":[{"term":"1262","count":158,"sections":2,"gpa":2.990506329113924}]},{"uid":"instructor_4f5eee4a2d73c8a88c1fb341","name":"FLORIAN BERTRAND","count":152,"terms":[{"term":"1104","count":78,"sections":1,"gpa":2.923076923076923},{"term":"1112","count":74,"sections":1,"gpa":3.175675675675676}]},{"uid":"instructor_e4ca8ce10713117f70bf00d5","name":"SEAN ROSTAMI","count":148,"terms":[{"term":"1142","count":148,"sections":2,"gpa":2.2972972972972974}]},{"uid":"instructor_426fba9cae006e259ed01714","name":"DOHYUN KWON","count":146,"terms":[{"term":"1222","count":146,"sections":1,"gpa":2.969178082191781}]},{"uid":"instructor_cca82478504297c2399321c4","name":"BRIAN HEPLER","count":129,"terms":[{"term":"1204","count":129,"sections":1,"gpa":3.937984496124031}]},{"uid":"instructor_cdee516dd316c178fc57fc60","name":"YONG-GEUN OH","count":121,"terms":[{"term":"1092","count":45,"sections":1,"gpa":2.533333333333333},{"term":"1122","count":76,"sections":1,"gpa":2.3157894736842106}]},{"uid":"instructor_f46a07add28199b6227df820","name":"MUSTAFA KALAFAT","count":121,"terms":[{"term":"1084","count":61,"sections":2,"gpa":2.6639344262295084},{"term":"1104","count":60,"sections":1,"gpa":2.9}]},{"uid":"instructor_c63c73a7dbde3b5fdf6cfb42","name":"ALEXANDRA KJUCHUKOVA","count":118,"terms":[{"term":"1162","count":118,"sections":1,"gpa":2.6737288135593222}]},{"uid":"instructor_5ef0dd436ef3a17c11ba1768","name":"YASSINE TISSAOUI","count":116,"terms":[{"term":"1254","count":116,"sections":1,"gpa":3.1422413793103448}]},{"uid":"instructor_f65ad5805424979bbca8b21b","name":"GARY HOWARD SCHROEDER","count":116,"terms":[{"term":"1202","count":116,"sections":1,"gpa":2.5991379310344827}]},{"uid":"instructor_9234237662d7c5eec204c1af","name":"HARRY LEE","count":110,"terms":[{"term":"1212","count":110,"sections":1,"gpa":2.827272727272727}]},{"uid":"instructor_c6612773bc44263fac7812ef","name":"ROBERT HARRON","count":96,"terms":[{"term":"1134","count":96,"sections":1,"gpa":3.09375}]},{"uid":"instructor_d3d844e82799288c5b323621","name":"YAYI FU","count":94,"terms":[{"term":"1252","count":94,"sections":1,"gpa":2.9468085106382977}]},{"uid":"instructor_74c6dd63cc88f0315042e3c4","name":"FENG ZHU","count":93,"terms":[{"term":"1242","count":93,"sections":1,"gpa":2.881720430107527}]},{"uid":"instructor_ba9fb29823cb5045cb3e2453","name":"GABRIELE MEYER","count":92,"terms":[{"term":"1084","count":32,"sections":1,"gpa":3.359375},{"term":"1104","count":60,"sections":1,"gpa":3.525}]},{"uid":"instructor_f00d358fd7c1650bfb3e8b33","name":"ALEXANDER NAGEL","count":91,"terms":[{"term":"1092","count":91,"sections":1,"gpa":3.2252747252747254}]},{"uid":"instructor_bc7acc9f38e7d8108854c8c5","name":"TULLIA DYMARZ","count":90,"terms":[{"term":"1122","count":90,"sections":1,"gpa":3.1277777777777778}]},{"uid":"instructor_11885370039fbbf199b74dc7","name":"ZANE LI","count":87,"terms":[{"term":"1232","count":87,"sections":1,"gpa":2.7758620689655173}]},{"uid":"instructor_e936c15acd8f34d76d6168b6","name":"AOBING LI","count":86,"terms":[{"term":"1072","count":58,"sections":1,"gpa":2.6293103448275863},{"term":"1082","count":28,"sections":1,"gpa":2.8392857142857144}]},{"uid":"instructor_0660857dda9aca7c6088b09a","name":"DONALD PASSMAN","count":85,"terms":[{"term":"1112","count":85,"sections":1,"gpa":3.1470588235294117}]},{"uid":"instructor_5d47fd39944a27ba3eef69cd","name":"XIUXIONG CHEN","count":85,"terms":[{"term":"1072","count":85,"sections":1,"gpa":2.735294117647059}]},{"uid":"instructor_f3eee5c71b9825c49d9eb0c0","name":"LINDSAY STOVALL","count":85,"terms":[{"term":"1132","count":85,"sections":1,"gpa":3.023529411764706}]},{"uid":"instructor_76f9c7d76a0cb5d9c1ddc816","name":"BING WANG","count":84,"terms":[{"term":"1162","count":84,"sections":1,"gpa":2.5416666666666665}]},{"uid":"instructor_90468abf615b43c54712026c","name":"LAURA VILLAFUERTE ALTUZAR","count":84,"terms":[{"term":"1164","count":84,"sections":1,"gpa":2.6488095238095237}]},{"uid":"instructor_e4128e249cb9e36c3c1d6985","name":"AMIR ASSADI","count":83,"terms":[{"term":"1102","count":83,"sections":1,"gpa":2.9156626506024095}]},{"uid":"instructor_beaa2ba123a3ed1dfa42136b","name":"SHAOSAI HUANG","count":82,"terms":[{"term":"1204","count":82,"sections":1,"gpa":3.457317073170732}]},{"uid":"instructor_3fb1dee0eb838af49c008337","name":"HONGCHANG JI","count":75,"terms":[{"term":"1262","count":75,"sections":1,"gpa":2.9133333333333336}]},{"uid":"instructor_890756f7916a4245e6f1325a","name":"PAIGE HILLEN","count":75,"terms":[{"term":"1262","count":75,"sections":1,"gpa":3.04}]},{"uid":"instructor_f42ec87708a24275d1d813fa","name":"BRANDIS WHITFIELD","count":75,"terms":[{"term":"1262","count":75,"sections":1,"gpa":3.026666666666667}]},{"uid":"instructor_2b5129159b5f5710eedabbaf","name":"YANG YANG","count":73,"terms":[{"term":"1262","count":73,"sections":1,"gpa":2.815068493150685}]},{"uid":"instructor_2fb787f86b8633b6cd215c7a","name":"SHIRIN MALEKPOUR","count":71,"terms":[{"term":"1102","count":71,"sections":1,"gpa":2.4788732394366195}]},{"uid":"instructor_a3d976462c902ad75d58fc67","name":"GREGORY SHINAULT","count":71,"terms":[{"term":"1134","count":71,"sections":1,"gpa":3.295774647887324}]},{"uid":"instructor_741e3bc13b3d0155b7f9ef9f","name":"CONCETTA M. GOMEZ","count":64,"terms":[{"term":"1094","count":64,"sections":1,"gpa":2.9140625}]},{"uid":"instructor_3779947d73a0dd96a281ef4e","name":"MINGZHONG CAI","count":59,"terms":[{"term":"1132","count":59,"sections":1,"gpa":2.694915254237288}]},{"uid":"instructor_0c3d88c8d1ad32e4ae89384e","name":"RIAD MASRI","count":52,"terms":[{"term":"1094","count":52,"sections":1,"gpa":3.0384615384615383}]},{"uid":"instructor_d08cdd451832f35e1b13d3bc","name":"KATHRIN BRINGMANN","count":49,"terms":[{"term":"1074","count":49,"sections":1,"gpa":2.36734693877551}]},{"uid":"instructor_48e572d2049f84b83f04af8a","name":"KE ZHU","count":36,"terms":[{"term":"1084","count":36,"sections":1,"gpa":3.375}]},{"uid":"instructor_1e24f94aea20e0aa140b0f04","name":"RICHARD A BRUALDI","count":33,"terms":[{"term":"1082","count":33,"sections":1,"gpa":3.121212121212121}]},{"uid":"instructor_78d8427e395048f488ebf606","name":"HSIAN-HUA TSENG","count":33,"terms":[{"term":"1084","count":33,"sections":1,"gpa":2.984848484848485}]},{"uid":"instructor_a8ee81ac1089a4659edf3583","name":"JUN CHEN","count":30,"terms":[{"term":"1082","count":30,"sections":1,"gpa":3.35}]},{"uid":"instructor_8779cbf2cbe1e0b379b7d322","name":"SIMON MARSHALL","count":27,"terms":[{"term":"1212","count":27,"sections":1,"gpa":3.611111111111111}]},{"uid":"instructor_e4940193d40b46f9e2810a27","name":"ARUN RAM","count":19,"terms":[{"term":"1082","count":19,"sections":1,"gpa":3.0526315789473686}]},{"uid":"instructor_81b429dc1e8a4acb45894510","name":"DIETRICH UHLENBROCK","count":14,"terms":[{"term":"1082","count":14,"sections":1,"gpa":2.75}]}],"following":[{"code":"ASTRON 590","title":"ASTRODYNAMICS"},{"code":"BIOCHEM/BMI/BMOLCHEM/MATH 609","title":"MATHEMATICAL METHODS FOR SYSTEMS BIOLOGY"},{"code":"BMI/COMPSCI 567","title":"BIOMEDICAL IMAGE ANALYSIS"},{"code":"CHEM 361","title":"MACHINE LEARNING IN CHEMISTRY"},{"code":"COMPSCI 540","title":"INTRODUCTION TO ARTIFICIAL INTELLIGENCE"},{"code":"COMPSCI 541","title":"THEORY & ALGORITHMS FOR DATA SCIENCE"},{"code":"COMPSCI 550","title":"ALGORITHMIC GAME THEORY & LEARNING"},{"code":"COMPSCI 557","title":"PARALLEL & THROUGHPUT- OPTIMIZED PROGRAMMING"},{"code":"COMPSCI 566","title":"INTRODUCTION TO COMPUTER VISION"},{"code":"COMPSCI 580","title":"INTELLIGENT ROBOTICS"},{"code":"COMPSCI/ECE 533","title":"IMAGE PROCESSING"},{"code":"COMPSCI/ECE 561","title":"PROBABILITY AND INFORMATION THEORY IN MACHINE LEARNING"},{"code":"COMPSCI/ECE/ISYE 524","title":"INTRODUCTION TO OPTIMIZATION"},{"code":"COMPSCI/ECE/MATH 435","title":"INTRODUCTION TO CRYPTOGRAPHY"},{"code":"COMPSCI/ECE/ME 532","title":"MATRIX METHODS IN MACHINE LEARNING"},{"code":"COMPSCI/ISYE/MATH 425","title":"INTRODUCTION TO COMBINATORIAL OPTIMIZATION"},{"code":"COMPSCI/ISYE/MATH/STAT 525","title":"LINEAR OPTIMIZATION"},{"code":"COMPSCI/MATH 513","title":"NUMERICAL LINEAR ALGEBRA"},{"code":"COMPSCI/MATH 514","title":"NUMERICAL ANALYSIS"},{"code":"COMPSCI/MATH/STAT 475","title":"INTRODUCTION TO COMBINATORICS"},{"code":"ECE/ME 441","title":"KINEMATICS, DYNAMICS, AND CONTROL OF ROBOTIC MANIPULATORS"},{"code":"EMA/EP 548","title":"ENGINEERING ANALYSIS II"},{"code":"ISYE 320","title":"SIMULATION AND PROBABILISTIC MODELING"},{"code":"ISYE 323","title":"OPERATIONS RESEARCH-DETERMINISTIC MODELING"},{"code":"ISYE 624","title":"STOCHASTIC MODELING TECHNIQUES"},{"code":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"code":"MATH 321","title":"APPLIED MATHEMATICAL ANALYSIS 1: VECTOR AND COMPLEX CALCULUS"},{"code":"MATH 415","title":"APPLIED DYNAMICAL SYSTEMS, CHAOS AND MODELING"},{"code":"MATH 443","title":"APPLIED LINEAR ALGEBRA"},{"code":"MATH 444","title":"GRAPHS AND NETWORKS IN DATA SCIENCE"},{"code":"MATH 467","title":"INTRODUCTION TO NUMBER THEORY"},{"code":"MATH 519","title":"ORDINARY DIFFERENTIAL EQUATIONS"},{"code":"MATH 522","title":"ANALYSIS II"},{"code":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"code":"MATH 540","title":"LINEAR ALGEBRA II"},{"code":"MATH 541","title":"MODERN ALGEBRA 1"},{"code":"MATH 561","title":"DIFFERENTIAL GEOMETRY"},{"code":"MATH 616","title":"DATA-DRIVEN DYNAMICAL SYSTEMS, STOCHASTIC MODELING AND PREDICTION"},{"code":"MATH/PHILOS 571","title":"MATHEMATICAL LOGIC"},{"code":"ME 331","title":"COMPUTER-AIDED ENGINEERING"},{"code":"ME 536","title":"MACHINE LEARNING FOR DATA-DRIVEN ENGINEERING DESIGN"},{"code":"STAT 433","title":"DATA SCIENCE WITH R"},{"code":"STAT 451","title":"INTRODUCTION TO MACHINE LEARNING AND STATISTICAL PATTERN CLASSIFICATION"},{"code":"STAT 453","title":"INTRODUCTION TO DEEP LEARNING AND GENERATIVE MODELS"},{"code":"STAT 456","title":"APPLIED MULTIVARIATE ANALYSIS"},{"code":"STAT 575","title":"STATISTICAL METHODS FOR SPATIAL DATA"}],"projection":{"target":"1272","interval":{"lower":2.75,"upper":3.27,"coverage":80,"terms":8},"gpa":3.006672242127423,"grades":[{"grade":"A","percentage":32.04115504848771},{"grade":"AB","percentage":11.579228272947807},{"grade":"B","percentage":25.418226743912463},{"grade":"BC","percentage":8.08164163667694},{"grade":"C","percentage":14.937126207356002},{"grade":"D","percentage":5.642268325332355},{"grade":"F","percentage":2.300353765286716}],"sourceTerms":["1262","1252","1242","1232","1222"],"sourceCount":3395,"sameSeason":true,"historicalRange":[2.922697368421052,3.0789124668435015],"backtest":{"terms":8,"gpaError":0.10519342656641162,"mixError":7.063117436582576}}}}