{"schema_version":1,"url":"https://uwcourses.com/courses/EPD_650","title":"EPD 650: Introduction to Polymers Processing | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T19:50:42.743001+00:00","courses":8951,"current_instructors":5754,"limited":false,"terms":["1272","1264","1262","1254","1252","1244","1242","1234","1232","1224","1222","1212","1204","1202","1194","1192","1184","1182","1174","1172","1164","1162","1154","1152","1144","1142","1134","1132","1124","1122","1114","1112","1104","1102","1094","1092","1084","1082","1074","1072"],"term":"1272","departments":[{"subject":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"d05dad714316806e90cd2d067ef9b3ab22bb261afb8c728464d458f62d04196f","course_id":"EPD 650","course_uid":"course_814f0a75bf8912271cf0fce4","catalog_version_id":"edb06d762823cf57bf6488f0ab92531ef0e49f2cf07bf17509ade522282c2b7c","course_number":650,"subjects":["EPD"],"title":"INTRODUCTION TO POLYMERS PROCESSING","description":"Introduction to the principles of polymer processing. Review of the basic techniques primarily in use by industry as well as foundational principles of polymer physics, viscoelasticity and rheology. Focus on understanding how design of process is used to achieve desired structure and properties. Includes introduction to topics such as 3-d printing and recycling of polymer waste in the context of reprocessing such materials.","requirements_text":"E P D 636and (E P D 640orCHEM/​M S & E  421, or concurrent enrollment), or declared in Capstone Certificate in Polymer Processing  Manufacturing","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:348:026290"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"33c4913f4050918d8c82480126a471a046ce752f8ba9337eb79069b942097ff7","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Introduction to polymer processing principles, industrial techniques, and the link between process design, structure, and properties.","llm_topics":["Polymer physics, viscoelasticity, and rheology","3D printing and polymer waste recycling"],"llm_skills":["Process design for structure and property control","Industrial polymer processing techniques","3D printing and polymer waste recycling"],"llm_assumed_background":["Foundational polymer physics and chemistry","Continuum mechanics, fluid dynamics, and differential equations","Polymer chemistry, structure-property relationships, and synthesis"],"llm_search_phrases":["polymer processing principles","viscoelasticity rheology","polymer physics","3-d printing polymer waste","polymer processing manufacturing capstone"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"b83287a28e47f3de6d1ad99a23c320389cfc4e6b0a786ab4a9ec43b15ae4bda4","course_id":"EPD 650","current_instructors":[{"instructor_uid":"instructor_2b2660b28793d6ba8f0e8c1c","message":"No course-specific reviews available","name":"Bart Hallmark","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2024: 3.34 GPA, 75.0% A/AB (n=16 letter grades); Fall 2025: 3.10 GPA, 50.0% A/AB (n=10 letter grades). Includes jointly taught sections."}]},{"instructor_uid":"instructor_d784c7d0ae2c8ba384e523a8","message":"No course-specific reviews available","name":"Marios Avgousti","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2024: 3.34 GPA, 75.0% A/AB (n=16 letter grades); Fall 2025: 3.10 GPA, 50.0% A/AB (n=10 letter grades). Includes jointly taught sections."}]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1232","type":"grade"},{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2022: 3.62 GPA, 100.0% A/AB (n=13 letter grades); Fall 2024: 3.34 GPA, 75.0% A/AB (n=16 letter grades); Fall 2025: 3.10 GPA, 50.0% A/AB (n=10 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"BART HALLMARK is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"EPD 650","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","source_record":{"entity_id":"973fccc3-13c6-3ae2-ba46-1fcf9ff2553c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MARIOS AVGOUSTI is recorded teaching in Fall 2024, Fall 2025. 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":"E P D 636and (E P D 640orCHEM/M S & E 421, or concurrent enrollment), or declared in Capstone Certificate in Polymer Processing Manufacturing","id":"n0","kind":"any"},{"children":["n3","n4"],"condition":null,"course":null,"evidence":"E P D 636and (E P D 640orCHEM/M S & E 421, or concurrent enrollment)","id":"n1","kind":"all"},{"children":["n5","n6"],"condition":null,"course":null,"evidence":"(E P D 640orCHEM/M S & E 421, or concurrent enrollment)","id":"n2","kind":"any"},{"children":[],"condition":null,"course":{"course_number":636,"minimum_grade":null,"subjects":["EPD"],"timing":"prior"},"evidence":"E P D 636","id":"n3","kind":"course"},{"children":["n7","n8"],"condition":null,"course":null,"evidence":"(E P D 640orCHEM/M S & E 421, or concurrent enrollment)","id":"n4","kind":"any"},{"children":[],"condition":null,"course":{"course_number":640,"minimum_grade":null,"subjects":["EPD"],"timing":"prior_or_concurrent"},"evidence":"E P D 640","id":"n5","kind":"course"},{"children":[],"condition":null,"course":{"course_number":421,"minimum_grade":null,"subjects":["CHEM","MS&E"],"timing":"prior_or_concurrent"},"evidence":"CHEM/M S & E 421","id":"n6","kind":"course"},{"children":[],"condition":null,"course":{"course_number":640,"minimum_grade":null,"subjects":["EPD"],"timing":"prior_or_concurrent"},"evidence":"E P D 640","id":"n7","kind":"course"},{"children":[],"condition":null,"course":{"course_number":421,"minimum_grade":null,"subjects":["CHEM","MS&E"],"timing":"prior_or_concurrent"},"evidence":"CHEM/M S & E 421","id":"n8","kind":"course"}],"notes":["Duplicate nodes n7/n8 created for clarity of the 'or' branch within the 'or concurrent enrollment' clause; logically equivalent to n5/n6."],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_2b2660b28793d6ba8f0e8c1c","source":"enrollment","source_instructor_id":"bhallmark2","identity_basis":"netid","identity_status":"source_identified","name":"Bart Hallmark","email":"BHALLMARK2@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/BART_HALLMARK"},{"instructor_uid":"instructor_d784c7d0ae2c8ba384e523a8","source":"enrollment","source_instructor_id":"mavgousti","identity_basis":"netid","identity_status":"source_identified","name":"Marios Avgousti","email":"MAVGOUSTI@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/MARIOS_AVGOUSTI"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:348:026290","course_id":"EPD 650","course_uid":"course_814f0a75bf8912271cf0fce4","term_id":"1272","source_course_id":"026290","source_subject_id":"348","title":"Introduction to Polymers Processing","credits_min":3,"credits_max":3,"typically_offered":"Not Applicable"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:29661","term_id":"1272","source_section_id":"29661","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Online Only","capacity":25,"enrolled":3,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_9d92f29374abbf4af6a5d2a0","source":"madgrades","source_instructor_id":"425989","identity_basis":"source_id","identity_status":"source_identified","name":"DONALD BAIRD","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":3.615,"graded":13,"counts":[3,10,0,0,0,0,0],"sections":1},"instructor_url":"/instructors/DONALD_BAIRD--instructor_9d92f29374abbf4af6a5d2a0"},{"instructor_uid":"instructor_ab12dfad3baa04459e20943d","source":"madgrades","source_instructor_id":"6243380","identity_basis":"source_id","identity_status":"source_identified","name":"NICOLE ZACHARIA","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":3.75,"graded":260,"counts":[173,57,22,5,2,1,0],"sections":27},"instructor_url":"/instructors/NICOLE_ZACHARIA--instructor_ab12dfad3baa04459e20943d"},{"instructor_uid":"instructor_46e78093f730af4507999fac","source":"madgrades","source_instructor_id":"6660848","identity_basis":"source_id","identity_status":"source_identified","name":"BART HALLMARK","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":3.276,"graded":58,"counts":[17,18,11,6,5,1,0],"sections":5},"instructor_url":"/instructors/BART_HALLMARK--instructor_46e78093f730af4507999fac"},{"instructor_uid":"instructor_770bac6371378c35bb1b8e5e","source":"madgrades","source_instructor_id":"6688340","identity_basis":"source_id","identity_status":"source_identified","name":"HEIDI BURCH","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":3.344,"graded":16,"counts":[6,6,1,1,1,1,0],"sections":1},"instructor_url":"/instructors/HEIDI_BURCH--instructor_770bac6371378c35bb1b8e5e"},{"instructor_uid":"instructor_a8370142b91307e5df32c089","source":"madgrades","source_instructor_id":"6688334","identity_basis":"source_id","identity_status":"source_identified","name":"MARIOS AVGOUSTI","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":3.25,"graded":26,"counts":[8,9,3,2,3,1,0],"sections":2},"instructor_url":"/instructors/MARIOS_AVGOUSTI--instructor_a8370142b91307e5df32c089"},{"instructor_uid":"instructor_2b2660b28793d6ba8f0e8c1c","source":"enrollment","source_instructor_id":"bhallmark2","identity_basis":"netid","identity_status":"source_identified","name":"Bart Hallmark","email":"BHALLMARK2@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/BART_HALLMARK"},{"instructor_uid":"instructor_d784c7d0ae2c8ba384e523a8","source":"enrollment","source_instructor_id":"mavgousti","identity_basis":"netid","identity_status":"source_identified","name":"Marios Avgousti","email":"MAVGOUSTI@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/MARIOS_AVGOUSTI"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"EPD 650","course_uid":"course_814f0a75bf8912271cf0fce4","term_id":"1232","term_name":"Fall 2022","instructors":["DONALD BAIRD","Nicole Zacharia"],"a":3,"ab":10,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":13,"source_aliases":["EPD 650"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"EPD 650","course_uid":"course_814f0a75bf8912271cf0fce4","term_id":"1252","term_name":"Fall 2024","instructors":["Bart Hallmark","HEIDI BURCH","Marios Avgousti","Nicole Zacharia"],"a":6,"ab":6,"b":1,"bc":1,"c":1,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":16,"source_aliases":["EPD 650"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"EPD 650","course_uid":"course_814f0a75bf8912271cf0fce4","term_id":"1262","term_name":"Fall 2025","instructors":["Bart Hallmark","Marios Avgousti"],"a":2,"ab":3,"b":2,"bc":1,"c":2,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":10,"source_aliases":["EPD 650"]}],"statistics":{"gpa":3.372,"graded":39,"counts":[11,19,3,2,3,1,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_814f0a75bf8912271cf0fce4-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_814f0a75bf8912271cf0fce4-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_814f0a75bf8912271cf0fce4-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_814f0a75bf8912271cf0fce4-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.371794871794872,"count":39,"university":{"size":2426,"gpaPercentile":15,"countPercentile":12,"medianCount":94,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":7,"current":false},{"range":"2.8–3.2","count":166,"current":false},{"range":"3.2–3.6","count":641,"current":true},{"range":"3.6–4.0","count":1612,"current":false}]},"departments":[{"subject":"EPD","comparison":{"size":13,"gpaPercentile":0,"countPercentile":42,"medianCount":41,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":0,"current":false},{"range":"3.2–3.6","count":1,"current":true},{"range":"3.6–4.0","count":12,"current":false}]}}]},"terms":{"1232":{"term":"1232","gpa":3.6153846153846154,"count":13,"university":null,"departments":[{"subject":"EPD","comparison":null}]},"1252":{"term":"1252","gpa":3.34375,"count":16,"university":null,"departments":[{"subject":"EPD","comparison":null}]},"1262":{"term":"1262","gpa":3.1,"count":10,"university":null,"departments":[{"subject":"EPD","comparison":null}]}},"benchmarks":{"all":{"school":{"size":2426,"gpa":3.674937286629523,"topShare":82.95284371805364,"count":94},"EPD":{"size":13,"gpa":3.810363283774192,"topShare":93.38941078116115,"count":41}},"terms":{"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"EPD":null},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"EPD":null},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"EPD":null}}}},"instructorTrends":[{"uid":"instructor_ab12dfad3baa04459e20943d","name":"NICOLE ZACHARIA","count":29,"terms":[{"term":"1232","count":13,"sections":1,"gpa":3.6153846153846154},{"term":"1252","count":16,"sections":1,"gpa":3.34375}]},{"uid":"instructor_46e78093f730af4507999fac","name":"BART HALLMARK","count":26,"terms":[{"term":"1252","count":16,"sections":1,"gpa":3.34375},{"term":"1262","count":10,"sections":1,"gpa":3.1}]},{"uid":"instructor_a8370142b91307e5df32c089","name":"MARIOS AVGOUSTI","count":26,"terms":[{"term":"1252","count":16,"sections":1,"gpa":3.34375},{"term":"1262","count":10,"sections":1,"gpa":3.1}]},{"uid":"instructor_770bac6371378c35bb1b8e5e","name":"HEIDI BURCH","count":16,"terms":[{"term":"1252","count":16,"sections":1,"gpa":3.34375}]},{"uid":"instructor_9d92f29374abbf4af6a5d2a0","name":"DONALD BAIRD","count":13,"terms":[{"term":"1232","count":13,"sections":1,"gpa":3.6153846153846154}]}],"following":[],"projection":null}}