{"schema_version":1,"url":"https://uwcourses.com/courses/DS_120","title":"DS 120: Design: Fundamentals I | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T23:19:01.870283+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,"site_commit":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"90a079e111b364894980f2f57124ca31f03e1a54c76e0e88de6acb63cc4b35fe","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","catalog_version_id":"84a8bec55bcfebf2e0457940107a43596d9deda906c8f2365028cde5044a4ea3","course_number":120,"subjects":["DS"],"title":"DESIGN: FUNDAMENTALS I","description":"Elements and principles of design relevant to design of the visual environment.","requirements_text":"None","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:359:007161"],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"30ab7c74330321df40b8c52cc3a16170145caa7b0ec3d34a8584e17e502ca088","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"DS 120 covers the elements and principles of design relevant to the visual environment.","llm_topics":["Visual environment design"],"llm_skills":["Understanding elements and principles of design"],"llm_assumed_background":[],"llm_search_phrases":["design fundamentals","visual design principles","elements of design","DS 120 design"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"0fef95303815542f85402ed574f09ae13af20d3941e5d9f7e73c09876a727867","course_id":"DS 120","current_instructors":[{"instructor_uid":"instructor_5e684ad266651a73320f9358","message":"No course-specific reviews available","name":"Ely Rendon Betancur","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2024: 3.84 GPA, 92.7% A/AB (n=123 letter grades); Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). Includes jointly taught sections."}]},{"instructor_uid":"instructor_d6ce76b47fbd226b77846d45","message":"No course-specific reviews available","name":"Lucy Burton","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_aac72164341ba8a1b33bf213","message":"No course-specific reviews available","name":"Melody Pak","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). Includes jointly taught sections."}]},{"instructor_uid":"instructor_a1ee921fde18990b761e927a","message":"No course-specific reviews available","name":"Roya Naamipouran","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2024: 3.84 GPA, 92.7% A/AB (n=123 letter grades); Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades). Includes jointly taught sections."}]}],"difficulty_workload":[{"citations":[{"instructor_name":"Brooke Godfrey","review_date":"2009-12-28 17:43:24 +0000 UTC","review_id":"236dadc8a39cd10d56595caf","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE2NjUwNTc3","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Brooke Godfrey","review_date":"2010-10-02 12:24:33 +0000 UTC","review_id":"031dc5483ca3cfd1c37bfae3","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE3NjI3Mjky","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Elizabeth Anne Hooper-Lane","review_date":"2022-12-27 04:04:56 +0000 UTC","review_id":"ef6087ffcee221d6ec0eda9f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:683029","source_review_id":"UmF0aW5nLTM3MjQ4MzA0","source_url":"https://www.ratemyprofessors.com/professor/683029","type":"review"},{"instructor_name":"Esther Kang","review_date":"2026-04-30 20:42:32 +0000 UTC","review_id":"3d1847bf9f532881c0037570","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3159540","source_review_id":"UmF0aW5nLTQyOTg3MjY1","source_url":"https://www.ratemyprofessors.com/professor/3159540","type":"review"}],"text":"Historical reviews of Brooke Godfrey, Elizabeth Anne Hooper-Lane, Esther Kang: Students report that the class is very time-consuming, with projects requiring extensive digital art knowledge and effort. Weekly quizzes on lecture content and studio sessions add to the burden, and TAs are frequently described as tough graders who deduct points without clear explanation."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Brooke Godfrey","review_date":"2009-12-28 17:43:24 +0000 UTC","review_id":"236dadc8a39cd10d56595caf","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE2NjUwNTc3","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Brooke Godfrey","review_date":"2010-08-30 20:03:33 +0000 UTC","review_id":"fdbf50b482cffc16d254c632","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE3NTYyMTcz","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Brooke Godfrey","review_date":"2010-10-02 12:24:33 +0000 UTC","review_id":"031dc5483ca3cfd1c37bfae3","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE3NjI3Mjky","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Brooke Godfrey","review_date":"2026-02-18 19:51:54 +0000 UTC","review_id":"dca24c8c6d2ef095aa11ee77","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTQyNjIzMjAw","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"}],"text":"Historical reviews for Brooke Godfrey describe her as helpful and engaging outside class, though some found her lectures boring due to reading slides verbatim. Other reviewers praised her as a phenomenal teacher who engages students easily and supports the design program backbone."}],"message":null,"offered":true,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Brooke Godfrey","review_date":"2009-12-28 17:43:24 +0000 UTC","review_id":"236dadc8a39cd10d56595caf","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE2NjUwNTc3","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Brooke Godfrey","review_date":"2010-08-30 20:03:33 +0000 UTC","review_id":"fdbf50b482cffc16d254c632","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1383442","source_review_id":"UmF0aW5nLTE3NTYyMTcz","source_url":"https://www.ratemyprofessors.com/professor/1383442","type":"review"},{"instructor_name":"Elizabeth Anne Hooper-Lane","review_date":"2018-05-31 12:15:35 +0000 UTC","review_id":"b022aefd97eb651f7a6994cc","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:683029","source_review_id":"UmF0aW5nLTMwMjE1MDE5","source_url":"https://www.ratemyprofessors.com/professor/683029","type":"review"},{"instructor_name":"Elizabeth Anne Hooper-Lane","review_date":"2022-12-27 04:04:56 +0000 UTC","review_id":"ef6087ffcee221d6ec0eda9f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:683029","source_review_id":"UmF0aW5nLTM3MjQ4MzA0","source_url":"https://www.ratemyprofessors.com/professor/683029","type":"review"}],"text":"Historical reviews of Brooke Godfrey, Elizabeth Anne Hooper-Lane: DS 120 is a rigorous, time-consuming course that demands significant effort, particularly on projects and studio work. While essential for design majors, non-majors often find the workload heavy and the grading harsh, making it a challenging experience for those without prior art or design background."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1242","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.84 GPA, 95.5% A/AB (n=132 letter grades); Fall 2024: 3.84 GPA, 92.7% A/AB (n=123 letter grades); Fall 2025: 3.81 GPA, 93.5% A/AB (n=124 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Elizabeth Anne Hooper-Lane","review_date":"2018-05-31 12:15:35 +0000 UTC","review_id":"b022aefd97eb651f7a6994cc","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:683029","source_review_id":"UmF0aW5nLTMwMjE1MDE5","source_url":"https://www.ratemyprofessors.com/professor/683029","type":"review"},{"instructor_name":"Elizabeth Anne Hooper-Lane","review_date":"2022-12-27 04:04:56 +0000 UTC","review_id":"ef6087ffcee221d6ec0eda9f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:683029","source_review_id":"UmF0aW5nLTM3MjQ4MzA0","source_url":"https://www.ratemyprofessors.com/professor/683029","type":"review"},{"instructor_name":"Elizabeth Anne Hooper-Lane","review_date":"2024-04-24 16:34:04 +0000 UTC","review_id":"00e42ad52baa2840ead59a12","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:683029","source_review_id":"UmF0aW5nLTM5MjUxODAw","source_url":"https://www.ratemyprofessors.com/professor/683029","type":"review"},{"instructor_name":"Esther Kang","review_date":"2026-04-30 20:42:32 +0000 UTC","review_id":"3d1847bf9f532881c0037570","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3159540","source_review_id":"UmF0aW5nLTQyOTg3MjY1","source_url":"https://www.ratemyprofessors.com/professor/3159540","type":"review"}],"text":"Historical reviews of Elizabeth Anne Hooper-Lane, Esther Kang: Non-design students often feel intimidated by the design-major cohort and struggle with the technical requirements. The experience is frequently marred by frustrating TA grading practices and boring, mandatory lectures, though some find the studio environment supportive for skill development."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1102","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1104","type":"grade"}],"text":"BROOKE GODFREY is recorded teaching in Fall 2009, Spring 2010. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1072","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1182","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"ELIZABETH HOOPER-LANE is recorded teaching in Fall 2006, Fall 2017, Spring 2018, Fall 2018, Fall 2020, Fall 2021, Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"ELY RENDON BETANCUR is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"ESTHER KANG is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1082","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1084","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1092","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1094","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1112","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1114","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1122","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1124","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1132","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1134","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1144","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1154","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1194","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"}],"text":"JUNG-HYE SHIN is recorded teaching in Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Spring 2019, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MELODY PAK is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"DS 120","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","source_record":{"entity_id":"78f3d458-d793-3edb-a55b-e1afcd757b4d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"ROYA NAAMIPOURAN 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":[],"condition":"None","course":null,"evidence":"None","id":"source_requirements","kind":"condition"}],"notes":["Display fallback using original requirements text; not an LLM-parsed rule."],"root":"source_requirements","status":"needs_review"},"instructors":[{"instructor_uid":"instructor_5e684ad266651a73320f9358","source":"enrollment","source_instructor_id":"erendon2","identity_basis":"netid","identity_status":"source_identified","name":"Ely Rendon Betancur","email":"ELY.RENDON@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/ELY_RENDON_BETANCUR"},{"instructor_uid":"instructor_d6ce76b47fbd226b77846d45","source":"enrollment","source_instructor_id":"lburton3","identity_basis":"netid","identity_status":"source_identified","name":"Lucy Burton","email":"LBURTON3@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/LUCY_BURTON"},{"instructor_uid":"instructor_aac72164341ba8a1b33bf213","source":"enrollment","source_instructor_id":"npak2","identity_basis":"netid","identity_status":"source_identified","name":"Melody Pak","email":"NPAK2@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/MELODY_PAK"},{"instructor_uid":"instructor_a1ee921fde18990b761e927a","source":"enrollment","source_instructor_id":"naamipouran","identity_basis":"netid","identity_status":"source_identified","name":"Roya Naamipouran","email":"NAAMIPOURAN@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/ROYA_NAAMIPOURAN"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:359:007161","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1272","source_course_id":"007161","source_subject_id":"359","title":"Design: Fundamentals I","credits_min":3,"credits_max":3,"typically_offered":"Fall, Spring"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:12399","term_id":"1272","source_section_id":"12399","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":128,"enrolled":124,"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:1272:12400","term_id":"1272","source_section_id":"12400","identity_basis":"class_number","section_number":"301","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":16,"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:1272:12401","term_id":"1272","source_section_id":"12401","identity_basis":"class_number","section_number":"302","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":16,"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:1272:12402","term_id":"1272","source_section_id":"12402","identity_basis":"class_number","section_number":"303","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":16,"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:1272:12403","term_id":"1272","source_section_id":"12403","identity_basis":"class_number","section_number":"304","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":16,"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:1272:21172","term_id":"1272","source_section_id":"21172","identity_basis":"class_number","section_number":"306","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":15,"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:1272:22360","term_id":"1272","source_section_id":"22360","identity_basis":"class_number","section_number":"307","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":14,"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:1272:27414","term_id":"1272","source_section_id":"27414","identity_basis":"class_number","section_number":"305","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":16,"enrolled":15,"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:1272:29607","term_id":"1272","source_section_id":"29607","identity_basis":"class_number","section_number":"308","section_type":"LAB","instruction_mode":"Classroom Instruction","capacity":15,"enrolled":16,"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_8816237658a722671f203039","source":"madgrades","source_instructor_id":"602200","identity_basis":"source_id","identity_status":"source_identified","name":"ELIZABETH HOOPER-LANE","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":3.588,"graded":1971,"counts":[1210,363,189,92,69,26,22],"sections":33},"instructor_url":"/instructors/ELIZABETH_HOOPER-LANE--instructor_8816237658a722671f203039"},{"instructor_uid":"instructor_501502df9a17690b36c934ac","source":"madgrades","source_instructor_id":"3088074","identity_basis":"source_id","identity_status":"source_identified","name":"PORNPIMON P. ROSSING","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":3.264,"graded":106,"counts":[29,36,25,8,3,3,2],"sections":1},"instructor_url":"/instructors/PORNPIMON_P_ROSSING"},{"instructor_uid":"instructor_2a7b3e39a0c7e86dc8e101c0","source":"madgrades","source_instructor_id":"3455136","identity_basis":"source_id","identity_status":"source_identified","name":"JUNG-HYE SHIN","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":2.82,"difficulty":2.94,"quality_count":17,"difficulty_count":17,"profile_id":"rmp:1564738","source_url":"https://www.ratemyprofessors.com/professor/1564738","match_basis":"exact_name","observed_at":"2026-09-07 16:29:25.936847+00:00","courses":{"course_4925cb96bb7a8d9a437bc1c1":{"review_count":1,"quality":1,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_3e9352ebac5f44810b182d3c":{"review_count":13,"quality":2.92,"difficulty":2.77,"quality_count":13,"difficulty_count":13}},"bayesian_quality":3.273884207322484,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.313,"graded":1934,"counts":[561,591,553,107,71,27,24],"sections":75},"instructor_url":"/instructors/JUNG-HYE_SHIN--instructor_2a7b3e39a0c7e86dc8e101c0"},{"instructor_uid":"instructor_d2350730130ae8c214c4de00","source":"madgrades","source_instructor_id":"1556005","identity_basis":"source_id","identity_status":"source_identified","name":"BROOKE GODFREY","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":4.5,"difficulty":3,"quality_count":8,"difficulty_count":8,"profile_id":"rmp:1383442","source_url":"https://www.ratemyprofessors.com/professor/1383442","match_basis":"exact_name","observed_at":"2026-09-07 16:50:53.827183+00:00","courses":{"course_e0920a2301353e76bd2cc15a":{"review_count":1,"quality":4,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_3e9352ebac5f44810b182d3c":{"review_count":4,"quality":4.25,"difficulty":3.25,"quality_count":4,"difficulty_count":4},"course_7615a54b1c61bff70fa11aca":{"review_count":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.8997755596761396,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.706,"graded":1326,"counts":[951,173,109,42,34,4,13],"sections":54},"instructor_url":"/instructors/BROOKE_GODFREY--instructor_d2350730130ae8c214c4de00"},{"instructor_uid":"instructor_fbb8a853a001d16ac982141e","source":"madgrades","source_instructor_id":"4978097","identity_basis":"source_id","identity_status":"source_identified","name":"JOY HUNTINGTON","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":3.431,"graded":180,"counts":[54,81,34,4,2,2,3],"sections":7},"instructor_url":"/instructors/JOY_HUNTINGTON--instructor_fbb8a853a001d16ac982141e"},{"instructor_uid":"instructor_429d33593e9e0ace927b9c21","source":"madgrades","source_instructor_id":"5936052","identity_basis":"source_id","identity_status":"source_identified","name":"HEATHER KOHLMEIER","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":3.658,"graded":273,"counts":[192,30,22,15,10,2,2],"sections":5},"instructor_url":"/instructors/HEATHER_KOHLMEIER--instructor_429d33593e9e0ace927b9c21"},{"instructor_uid":"instructor_998af11908fa5dd8deefc6fe","source":"madgrades","source_instructor_id":"6551312","identity_basis":"source_id","identity_status":"source_identified","name":"BONBON 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","grade_statistics":{"gpa":3.688,"graded":597,"counts":[416,85,62,5,19,4,6],"sections":6},"instructor_url":"/instructors/BONBON_YANG--instructor_998af11908fa5dd8deefc6fe"},{"instructor_uid":"instructor_7fa1e4fb16b8ba7b1e7bb369","source":"madgrades","source_instructor_id":"6298154","identity_basis":"source_id","identity_status":"source_identified","name":"IAN DANNER","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":3.848,"graded":138,"counts":[117,12,4,2,1,2,0],"sections":2},"instructor_url":"/instructors/IAN_DANNER--instructor_7fa1e4fb16b8ba7b1e7bb369"},{"instructor_uid":"instructor_cd39aca679a729396d9d73e6","source":"madgrades","source_instructor_id":"6500021","identity_basis":"source_id","identity_status":"source_identified","name":"ELY RENDON BETANCUR","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":3.852,"graded":494,"counts":[427,37,17,3,1,5,4],"sections":6},"instructor_url":"/instructors/ELY_RENDON_BETANCUR--instructor_cd39aca679a729396d9d73e6"},{"instructor_uid":"instructor_d412396d6848ec48f85ed062","source":"madgrades","source_instructor_id":"6651636","identity_basis":"source_id","identity_status":"source_identified","name":"ROYA NAAMIPOURAN","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":3.7,"graded":416,"counts":[316,44,31,2,9,5,9],"sections":4},"instructor_url":"/instructors/ROYA_NAAMIPOURAN--instructor_d412396d6848ec48f85ed062"},{"instructor_uid":"instructor_dc537254826b88faa89956bf","source":"madgrades","source_instructor_id":"6687987","identity_basis":"source_id","identity_status":"source_identified","name":"ESTHER KANG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":1,"quality":3,"difficulty":1,"quality_count":1,"difficulty_count":1,"profile_id":"rmp:3159540","source_url":"https://www.ratemyprofessors.com/professor/3159540","match_basis":"exact_name","observed_at":"2026-09-07 16:40:13.388896+00:00","courses":{"course_3e9352ebac5f44810b182d3c":{"review_count":1,"quality":3,"difficulty":1,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.6282721748062814,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.911,"graded":524,"counts":[479,27,9,2,2,3,2],"sections":7},"instructor_url":"/instructors/ESTHER_KANG--instructor_dc537254826b88faa89956bf"},{"instructor_uid":"instructor_f530dbde172016fb8bf26073","source":"madgrades","source_instructor_id":"6368621","identity_basis":"source_id","identity_status":"source_identified","name":"MAHA ZIADEH","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":1.5,"difficulty":2.25,"quality_count":4,"difficulty_count":4,"profile_id":"rmp:2834949","source_url":"https://www.ratemyprofessors.com/professor/2834949","match_basis":"exact_name","observed_at":"2026-09-07 16:21:34.165494+00:00","courses":{"course_65e8e94bbd9a434f7539af0a":{"review_count":2,"quality":1,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_d196bd73edce3e6f805aea4c":{"review_count":2,"quality":2,"difficulty":1,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.2997381529554963,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.556,"graded":249,"counts":[172,20,21,13,13,6,4],"sections":3},"instructor_url":"/instructors/MAHA_ZIADEH--instructor_f530dbde172016fb8bf26073"},{"instructor_uid":"instructor_6b49bb482126150606cf4ea9","source":"madgrades","source_instructor_id":"6365758","identity_basis":"source_id","identity_status":"source_identified","name":"MELODY PAK","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":3.772,"graded":723,"counts":[547,89,58,9,15,1,4],"sections":7},"instructor_url":"/instructors/MELODY_PAK--instructor_6b49bb482126150606cf4ea9"},{"instructor_uid":"instructor_5e684ad266651a73320f9358","source":"enrollment","source_instructor_id":"erendon2","identity_basis":"netid","identity_status":"source_identified","name":"Ely Rendon Betancur","email":"ELY.RENDON@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/ELY_RENDON_BETANCUR"},{"instructor_uid":"instructor_a1ee921fde18990b761e927a","source":"enrollment","source_instructor_id":"naamipouran","identity_basis":"netid","identity_status":"source_identified","name":"Roya Naamipouran","email":"NAAMIPOURAN@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/ROYA_NAAMIPOURAN"},{"instructor_uid":"instructor_aac72164341ba8a1b33bf213","source":"enrollment","source_instructor_id":"npak2","identity_basis":"netid","identity_status":"source_identified","name":"Melody Pak","email":"NPAK2@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/MELODY_PAK"},{"instructor_uid":"instructor_d6ce76b47fbd226b77846d45","source":"enrollment","source_instructor_id":"lburton3","identity_basis":"netid","identity_status":"source_identified","name":"Lucy Burton","email":"LBURTON3@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/LUCY_BURTON"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1072","term_name":"Fall 2006","instructors":["Elizabeth Hooper-Lane"],"a":10,"ab":15,"b":17,"bc":19,"c":23,"d":3,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":88,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1074","term_name":"Spring 2007","instructors":["PORNPIMON P. ROSSING"],"a":29,"ab":36,"b":25,"bc":8,"c":3,"d":3,"f":2,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":108,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1082","term_name":"Fall 2007","instructors":["Jung-Hye Shin"],"a":43,"ab":18,"b":27,"bc":4,"c":2,"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":95,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1084","term_name":"Spring 2008","instructors":["Jung-Hye Shin"],"a":16,"ab":7,"b":26,"bc":9,"c":16,"d":0,"f":3,"satisfactory":3,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":80,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1092","term_name":"Fall 2008","instructors":["Jung-Hye Shin"],"a":10,"ab":35,"b":18,"bc":10,"c":3,"d":3,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":79,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1094","term_name":"Spring 2009","instructors":["Jung-Hye Shin"],"a":8,"ab":25,"b":26,"bc":7,"c":5,"d":3,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":76,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1102","term_name":"Fall 2009","instructors":["Brooke Godfrey"],"a":10,"ab":10,"b":15,"bc":13,"c":14,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":64,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1104","term_name":"Spring 2010","instructors":["Brooke Godfrey"],"a":10,"ab":13,"b":21,"bc":23,"c":5,"d":0,"f":0,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":75,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1112","term_name":"Fall 2010","instructors":["Jung-Hye Shin"],"a":11,"ab":38,"b":20,"bc":10,"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":81,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1114","term_name":"Spring 2011","instructors":["Jung-Hye Shin"],"a":4,"ab":38,"b":29,"bc":8,"c":6,"d":2,"f":2,"satisfactory":3,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":92,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1122","term_name":"Fall 2011","instructors":["Jung-Hye Shin"],"a":21,"ab":39,"b":25,"bc":4,"c":0,"d":2,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":91,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1124","term_name":"Spring 2012","instructors":["Jung-Hye Shin"],"a":20,"ab":43,"b":28,"bc":3,"c":1,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":96,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1132","term_name":"Fall 2012","instructors":["Jung-Hye Shin"],"a":15,"ab":17,"b":36,"bc":8,"c":5,"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":81,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1134","term_name":"Spring 2013","instructors":["Jung-Hye Shin"],"a":18,"ab":15,"b":25,"bc":3,"c":3,"d":2,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":67,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1142","term_name":"Fall 2013","instructors":["Jung-Hye Shin"],"a":12,"ab":19,"b":42,"bc":9,"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":84,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1144","term_name":"Spring 2014","instructors":["Jung-Hye Shin"],"a":15,"ab":10,"b":35,"bc":5,"c":2,"d":0,"f":1,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":69,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1152","term_name":"Fall 2014","instructors":["Jung-Hye Shin"],"a":19,"ab":28,"b":30,"bc":1,"c":0,"d":1,"f":4,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":84,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1154","term_name":"Spring 2015","instructors":["Jung-Hye Shin"],"a":9,"ab":22,"b":25,"bc":1,"c":3,"d":2,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":65,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1162","term_name":"Fall 2015","instructors":["Jung-Hye Shin"],"a":8,"ab":27,"b":34,"bc":3,"c":1,"d":1,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":76,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1164","term_name":"Spring 2016","instructors":["Jung-Hye Shin"],"a":17,"ab":16,"b":21,"bc":3,"c":3,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":61,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1172","term_name":"Fall 2016","instructors":["Jung-Hye Shin"],"a":27,"ab":19,"b":24,"bc":3,"c":2,"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":76,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1174","term_name":"Spring 2017","instructors":["Jung-Hye Shin"],"a":12,"ab":19,"b":22,"bc":7,"c":3,"d":0,"f":1,"satisfactory":2,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":67,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1182","term_name":"Fall 2017","instructors":["Elizabeth Hooper-Lane"],"a":56,"ab":22,"b":9,"bc":0,"c":1,"d":0,"f":1,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":90,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1184","term_name":"Spring 2018","instructors":["Elizabeth Hooper-Lane"],"a":34,"ab":12,"b":14,"bc":1,"c":1,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":64,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1192","term_name":"Fall 2018","instructors":["Elizabeth Hooper-Lane"],"a":63,"ab":21,"b":16,"bc":3,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":104,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1194","term_name":"Spring 2019","instructors":["Jung-Hye Shin"],"a":12,"ab":17,"b":7,"bc":4,"c":7,"d":2,"f":3,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":53,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1202","term_name":"Fall 2019","instructors":["Jung-Hye Shin"],"a":38,"ab":42,"b":12,"bc":0,"c":2,"d":4,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":100,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1204","term_name":"Spring 2020","instructors":["JOY HUNTINGTON","Jung-Hye Shin"],"a":20,"ab":30,"b":8,"bc":0,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":59,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1212","term_name":"Fall 2020","instructors":["Elizabeth Hooper-Lane"],"a":59,"ab":14,"b":5,"bc":2,"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":82,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1222","term_name":"Fall 2021","instructors":["Elizabeth Hooper-Lane"],"a":90,"ab":31,"b":7,"bc":2,"c":3,"d":1,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":1,"total":138,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1232","term_name":"Fall 2022","instructors":["Elizabeth Hooper-Lane"],"a":75,"ab":51,"b":14,"bc":7,"c":1,"d":3,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":1,"not_reported":0,"other":0,"total":153,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1242","term_name":"Fall 2023","instructors":["BONBON YANG","Elizabeth Hooper-Lane","HEATHER KOHLMEIER"],"a":109,"ab":17,"b":3,"bc":0,"c":1,"d":0,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":1,"not_reported":0,"other":0,"total":133,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1252","term_name":"Fall 2024","instructors":["Ely Rendon Betancur","Esther Kang","Ian Danner","MAHA ZIADEH","Roya Naamipouran"],"a":104,"ab":10,"b":4,"bc":2,"c":1,"d":2,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":124,"source_aliases":["DS 120"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"DS 120","course_uid":"course_3e9352ebac5f44810b182d3c","term_id":"1262","term_name":"Fall 2025","instructors":["Ely Rendon Betancur","Esther Kang","Melody Pak","Roya Naamipouran"],"a":100,"ab":16,"b":5,"bc":0,"c":0,"d":1,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":124,"source_aliases":["DS 120"]}],"statistics":{"gpa":3.374,"graded":2949,"counts":[1104,792,675,182,122,38,36]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3e9352ebac5f44810b182d3c-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3e9352ebac5f44810b182d3c-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3e9352ebac5f44810b182d3c-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_3e9352ebac5f44810b182d3c-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3e9352ebac5f44810b182d3c-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.3740250932519498,"count":2949,"university":{"size":5242,"gpaPercentile":17,"countPercentile":95,"medianCount":226,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":15,"current":false},{"range":"2.8–3.2","count":392,"current":false},{"range":"3.2–3.6","count":1529,"current":true},{"range":"3.6–4.0","count":3306,"current":false}]},"departments":[{"subject":"DS","comparison":{"size":50,"gpaPercentile":4,"countPercentile":100,"medianCount":279.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":12,"current":true},{"range":"3.6–4.0","count":37,"current":false}]}}]},"terms":{"1072":{"term":"1072","gpa":2.727272727272727,"count":88,"university":{"size":723,"gpaPercentile":5,"countPercentile":63,"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":"DS","comparison":null}]},"1074":{"term":"1074","gpa":3.2641509433962264,"count":106,"university":{"size":695,"gpaPercentile":41,"countPercentile":69,"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":false},{"range":"2.8–3.2","count":184,"current":false},{"range":"3.2–3.6","count":256,"current":true},{"range":"3.6–4.0","count":199,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1082":{"term":"1082","gpa":3.4842105263157896,"count":95,"university":{"size":723,"gpaPercentile":63,"countPercentile":65,"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":false},{"range":"3.2–3.6","count":265,"current":true},{"range":"3.6–4.0","count":204,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1084":{"term":"1084","gpa":2.8701298701298703,"count":77,"university":{"size":720,"gpaPercentile":10,"countPercentile":56,"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":"DS","comparison":null}]},"1092":{"term":"1092","gpa":3.170886075949367,"count":79,"university":{"size":732,"gpaPercentile":31,"countPercentile":55,"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":"DS","comparison":null}]},"1094":{"term":"1094","gpa":3,"count":76,"university":{"size":758,"gpaPercentile":16,"countPercentile":53,"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":"DS","comparison":null}]},"1102":{"term":"1102","gpa":2.865079365079365,"count":63,"university":{"size":774,"gpaPercentile":10,"countPercentile":46,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":1,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":49,"current":false},{"range":"2.8–3.2","count":201,"current":true},{"range":"3.2–3.6","count":287,"current":false},{"range":"3.6–4.0","count":235,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1104":{"term":"1104","gpa":3,"count":72,"university":{"size":793,"gpaPercentile":17,"countPercentile":53,"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":"DS","comparison":null}]},"1112":{"term":"1112","gpa":3.271604938271605,"count":81,"university":{"size":805,"gpaPercentile":40,"countPercentile":59,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":45,"current":false},{"range":"2.8–3.2","count":218,"current":false},{"range":"3.2–3.6","count":316,"current":true},{"range":"3.6–4.0","count":225,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1114":{"term":"1114","gpa":3.033707865168539,"count":89,"university":{"size":804,"gpaPercentile":21,"countPercentile":64,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":53,"current":false},{"range":"2.8–3.2","count":231,"current":true},{"range":"3.2–3.6","count":292,"current":false},{"range":"3.6–4.0","count":227,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1122":{"term":"1122","gpa":3.379120879120879,"count":91,"university":{"size":804,"gpaPercentile":51,"countPercentile":63,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":3,"current":false},{"range":"2.4–2.8","count":47,"current":false},{"range":"2.8–3.2","count":224,"current":false},{"range":"3.2–3.6","count":282,"current":true},{"range":"3.6–4.0","count":248,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1124":{"term":"1124","gpa":3.4105263157894736,"count":95,"university":{"size":821,"gpaPercentile":48,"countPercentile":67,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":39,"current":false},{"range":"2.8–3.2","count":223,"current":false},{"range":"3.2–3.6","count":278,"current":true},{"range":"3.6–4.0","count":280,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1132":{"term":"1132","gpa":3.1790123456790123,"count":81,"university":{"size":851,"gpaPercentile":30,"countPercentile":59,"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":"DS","comparison":null}]},"1134":{"term":"1134","gpa":3.257575757575758,"count":66,"university":{"size":852,"gpaPercentile":36,"countPercentile":49,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":30,"current":false},{"range":"2.8–3.2","count":229,"current":false},{"range":"3.2–3.6","count":304,"current":true},{"range":"3.6–4.0","count":287,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1142":{"term":"1142","gpa":3.1785714285714284,"count":84,"university":{"size":853,"gpaPercentile":29,"countPercentile":63,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":4,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":228,"current":true},{"range":"3.2–3.6","count":320,"current":false},{"range":"3.6–4.0","count":268,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1144":{"term":"1144","gpa":3.1838235294117645,"count":68,"university":{"size":878,"gpaPercentile":30,"countPercentile":52,"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":true},{"range":"3.2–3.6","count":302,"current":false},{"range":"3.6–4.0","count":299,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1152":{"term":"1152","gpa":3.2228915662650603,"count":83,"university":{"size":918,"gpaPercentile":31,"countPercentile":60,"medianCount":65,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":33,"current":false},{"range":"2.8–3.2","count":227,"current":false},{"range":"3.2–3.6","count":371,"current":true},{"range":"3.6–4.0","count":286,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1154":{"term":"1154","gpa":3.0538461538461537,"count":65,"university":{"size":935,"gpaPercentile":18,"countPercentile":51,"medianCount":63,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":38,"current":false},{"range":"2.8–3.2","count":237,"current":true},{"range":"3.2–3.6","count":326,"current":false},{"range":"3.6–4.0","count":334,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1162":{"term":"1162","gpa":3.1447368421052633,"count":76,"university":{"size":954,"gpaPercentile":23,"countPercentile":58,"medianCount":64.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":23,"current":false},{"range":"2.8–3.2","count":234,"current":true},{"range":"3.2–3.6","count":350,"current":false},{"range":"3.6–4.0","count":345,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1164":{"term":"1164","gpa":3.2868852459016393,"count":61,"university":{"size":965,"gpaPercentile":34,"countPercentile":45,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":3,"current":false},{"range":"2.4–2.8","count":37,"current":false},{"range":"2.8–3.2","count":216,"current":false},{"range":"3.2–3.6","count":319,"current":true},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1172":{"term":"1172","gpa":3.4078947368421053,"count":76,"university":{"size":991,"gpaPercentile":44,"countPercentile":56,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":226,"current":false},{"range":"3.2–3.6","count":353,"current":true},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"DS","comparison":null}]},"1174":{"term":"1174","gpa":3.1875,"count":64,"university":{"size":955,"gpaPercentile":25,"countPercentile":46,"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":"DS","comparison":null}]},"1182":{"term":"1182","gpa":3.707865168539326,"count":89,"university":{"size":1025,"gpaPercentile":69,"countPercentile":63,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":21,"current":false},{"range":"2.8–3.2","count":216,"current":false},{"range":"3.2–3.6","count":369,"current":false},{"range":"3.6–4.0","count":418,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":11,"gpaPercentile":40,"countPercentile":100,"medianCount":38,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":7,"current":true}]}}]},"1184":{"term":"1184","gpa":3.5634920634920637,"count":63,"university":{"size":1010,"gpaPercentile":55,"countPercentile":46,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":26,"current":false},{"range":"2.8–3.2","count":210,"current":false},{"range":"3.2–3.6","count":355,"current":true},{"range":"3.6–4.0","count":418,"current":false}]},"departments":[{"subject":"DS","comparison":{"size":10,"gpaPercentile":11,"countPercentile":89,"medianCount":38,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":1,"current":true},{"range":"3.6–4.0","count":8,"current":false}]}}]},"1192":{"term":"1192","gpa":3.6990291262135924,"count":103,"university":{"size":1077,"gpaPercentile":66,"countPercentile":69,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":203,"current":false},{"range":"3.2–3.6","count":370,"current":false},{"range":"3.6–4.0","count":481,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":13,"gpaPercentile":58,"countPercentile":100,"medianCount":37,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":5,"current":false},{"range":"3.6–4.0","count":8,"current":true}]}}]},"1194":{"term":"1194","gpa":2.9711538461538463,"count":52,"university":{"size":1040,"gpaPercentile":8,"countPercentile":36,"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":"DS","comparison":{"size":11,"gpaPercentile":0,"countPercentile":70,"medianCount":34,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":2,"current":true},{"range":"3.2–3.6","count":2,"current":false},{"range":"3.6–4.0","count":7,"current":false}]}}]},"1202":{"term":"1202","gpa":3.4646464646464645,"count":99,"university":{"size":1102,"gpaPercentile":42,"countPercentile":67,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":218,"current":false},{"range":"3.2–3.6","count":371,"current":true},{"range":"3.6–4.0","count":498,"current":false}]},"departments":[{"subject":"DS","comparison":{"size":15,"gpaPercentile":7,"countPercentile":100,"medianCount":36,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":3,"current":true},{"range":"3.6–4.0","count":11,"current":false}]}}]},"1204":{"term":"1204","gpa":3.603448275862069,"count":58,"university":{"size":1012,"gpaPercentile":33,"countPercentile":45,"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":"DS","comparison":{"size":10,"gpaPercentile":11,"countPercentile":100,"medianCount":38,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":false},{"range":"3.6–4.0","count":9,"current":true}]}}]},"1212":{"term":"1212","gpa":3.768292682926829,"count":82,"university":{"size":1111,"gpaPercentile":65,"countPercentile":57,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":159,"current":false},{"range":"3.2–3.6","count":337,"current":false},{"range":"3.6–4.0","count":611,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":12,"gpaPercentile":36,"countPercentile":91,"medianCount":39.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":0,"current":false},{"range":"3.2–3.6","count":2,"current":false},{"range":"3.6–4.0","count":10,"current":true}]}}]},"1222":{"term":"1222","gpa":3.6875,"count":136,"university":{"size":1157,"gpaPercentile":56,"countPercentile":77,"medianCount":64,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":351,"current":false},{"range":"3.6–4.0","count":614,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":12,"gpaPercentile":45,"countPercentile":91,"medianCount":40.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":1,"current":false},{"range":"3.2–3.6","count":2,"current":false},{"range":"3.6–4.0","count":9,"current":true}]}}]},"1232":{"term":"1232","gpa":3.5723684210526314,"count":152,"university":{"size":1216,"gpaPercentile":43,"countPercentile":80,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":356,"current":true},{"range":"3.6–4.0","count":670,"current":false}]},"departments":[{"subject":"DS","comparison":{"size":11,"gpaPercentile":10,"countPercentile":100,"medianCount":45,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":2,"current":true},{"range":"3.6–4.0","count":9,"current":false}]}}]},"1242":{"term":"1242","gpa":3.837121212121212,"count":132,"university":{"size":1295,"gpaPercentile":72,"countPercentile":77,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":11,"current":false},{"range":"2.8–3.2","count":162,"current":false},{"range":"3.2–3.6","count":394,"current":false},{"range":"3.6–4.0","count":726,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":14,"gpaPercentile":38,"countPercentile":100,"medianCount":34,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":0,"current":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1252":{"term":"1252","gpa":3.83739837398374,"count":123,"university":{"size":1333,"gpaPercentile":71,"countPercentile":74,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":115,"current":false},{"range":"3.2–3.6","count":431,"current":false},{"range":"3.6–4.0","count":773,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":15,"gpaPercentile":50,"countPercentile":100,"medianCount":34,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":false},{"range":"3.6–4.0","count":14,"current":true}]}}]},"1262":{"term":"1262","gpa":3.806451612903226,"count":124,"university":{"size":1320,"gpaPercentile":64,"countPercentile":74,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":8,"current":false},{"range":"2.8–3.2","count":133,"current":false},{"range":"3.2–3.6","count":381,"current":false},{"range":"3.6–4.0","count":797,"current":true}]},"departments":[{"subject":"DS","comparison":{"size":16,"gpaPercentile":40,"countPercentile":93,"medianCount":35,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"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":false},{"range":"3.6–4.0","count":15,"current":true}]}}]}},"benchmarks":{"all":{"school":{"size":5242,"gpa":3.65536845671296,"topShare":81.56912962752224,"count":226},"DS":{"size":50,"gpa":3.6855901994278013,"topShare":84.2549480886555,"count":279.5}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"DS":null},"1074":{"school":{"size":695,"gpa":3.3616924722887376,"topShare":63.22509110105764,"count":69},"DS":null},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"DS":null},"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"DS":null},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"DS":null},"1094":{"school":{"size":758,"gpa":3.3891454428111527,"topShare":64.36369814389255,"count":71},"DS":null},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"DS":null},"1104":{"school":{"size":793,"gpa":3.384661458923085,"topShare":64.6614752434143,"count":66},"DS":null},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"DS":null},"1114":{"school":{"size":804,"gpa":3.3696004653806844,"topShare":64.0389334741844,"count":68},"DS":null},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"DS":null},"1124":{"school":{"size":821,"gpa":3.406589342026613,"topShare":66.35774230127205,"count":67},"DS":null},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"DS":null},"1134":{"school":{"size":852,"gpa":3.4138934207568203,"topShare":66.35946578182744,"count":66},"DS":null},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"DS":null},"1144":{"school":{"size":878,"gpa":3.4092443327803017,"topShare":65.95978235963416,"count":64},"DS":null},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"DS":null},"1154":{"school":{"size":935,"gpa":3.4282378385810093,"topShare":67.66674668721691,"count":63},"DS":null},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"DS":null},"1164":{"school":{"size":965,"gpa":3.46491230798535,"topShare":69.92376287143657,"count":68},"DS":null},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"DS":null},"1174":{"school":{"size":955,"gpa":3.4597947384071412,"topShare":69.5290038366363,"count":69},"DS":null},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"DS":{"size":11,"gpa":3.6728726403334844,"topShare":82.65322902004556,"count":38}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"DS":{"size":10,"gpa":3.7054923786909084,"topShare":86.43360347036818,"count":38}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"DS":{"size":13,"gpa":3.648509685550376,"topShare":81.82278724694115,"count":37}},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"DS":{"size":11,"gpa":3.5309138536745497,"topShare":77.20350801901606,"count":34}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"DS":{"size":15,"gpa":3.6646702742916895,"topShare":85.74158978455371,"count":36}},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"DS":{"size":10,"gpa":3.7806120054487833,"topShare":93.04736244958227,"count":38}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"DS":{"size":12,"gpa":3.784992260200742,"topShare":90.38777055679854,"count":39.5}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"DS":{"size":12,"gpa":3.6331242946101185,"topShare":83.46446070919158,"count":40.5}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"DS":{"size":11,"gpa":3.7551425596820334,"topShare":88.13990152148047,"count":45}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"DS":{"size":14,"gpa":3.867870759457944,"topShare":95.13807967559639,"count":34}},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"DS":{"size":15,"gpa":3.8294156923925837,"topShare":91.72424128616156,"count":34}},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"DS":{"size":16,"gpa":3.8204789402191395,"topShare":90.8177094763585,"count":35}}}}},"instructorTrends":[{"uid":"instructor_2a7b3e39a0c7e86dc8e101c0","name":"JUNG-HYE SHIN","count":1616,"terms":[{"term":"1082","count":95,"sections":1,"gpa":3.4842105263157896},{"term":"1084","count":77,"sections":1,"gpa":2.8701298701298703},{"term":"1092","count":79,"sections":1,"gpa":3.170886075949367},{"term":"1094","count":76,"sections":1,"gpa":3},{"term":"1112","count":81,"sections":1,"gpa":3.271604938271605},{"term":"1114","count":89,"sections":1,"gpa":3.033707865168539},{"term":"1122","count":91,"sections":1,"gpa":3.379120879120879},{"term":"1124","count":95,"sections":1,"gpa":3.4105263157894736},{"term":"1132","count":81,"sections":1,"gpa":3.1790123456790123},{"term":"1134","count":66,"sections":1,"gpa":3.257575757575758},{"term":"1142","count":84,"sections":1,"gpa":3.1785714285714284},{"term":"1144","count":68,"sections":1,"gpa":3.1838235294117645},{"term":"1152","count":83,"sections":1,"gpa":3.2228915662650603},{"term":"1154","count":65,"sections":1,"gpa":3.0538461538461537},{"term":"1162","count":76,"sections":1,"gpa":3.1447368421052633},{"term":"1164","count":61,"sections":1,"gpa":3.2868852459016393},{"term":"1172","count":76,"sections":1,"gpa":3.4078947368421053},{"term":"1174","count":64,"sections":1,"gpa":3.1875},{"term":"1194","count":52,"sections":1,"gpa":2.9711538461538463},{"term":"1202","count":99,"sections":1,"gpa":3.4646464646464645},{"term":"1204","count":58,"sections":1,"gpa":3.603448275862069}]},{"uid":"instructor_8816237658a722671f203039","name":"ELIZABETH HOOPER-LANE","count":845,"terms":[{"term":"1072","count":88,"sections":1,"gpa":2.727272727272727},{"term":"1182","count":89,"sections":1,"gpa":3.707865168539326},{"term":"1184","count":63,"sections":1,"gpa":3.5634920634920637},{"term":"1192","count":103,"sections":1,"gpa":3.6990291262135924},{"term":"1212","count":82,"sections":1,"gpa":3.768292682926829},{"term":"1222","count":136,"sections":1,"gpa":3.6875},{"term":"1232","count":152,"sections":1,"gpa":3.5723684210526314},{"term":"1242","count":132,"sections":1,"gpa":3.837121212121212}]},{"uid":"instructor_cd39aca679a729396d9d73e6","name":"ELY RENDON BETANCUR","count":247,"terms":[{"term":"1252","count":123,"sections":1,"gpa":3.83739837398374},{"term":"1262","count":124,"sections":1,"gpa":3.806451612903226}]},{"uid":"instructor_d412396d6848ec48f85ed062","name":"ROYA NAAMIPOURAN","count":247,"terms":[{"term":"1252","count":123,"sections":1,"gpa":3.83739837398374},{"term":"1262","count":124,"sections":1,"gpa":3.806451612903226}]},{"uid":"instructor_dc537254826b88faa89956bf","name":"ESTHER KANG","count":247,"terms":[{"term":"1252","count":123,"sections":1,"gpa":3.83739837398374},{"term":"1262","count":124,"sections":1,"gpa":3.806451612903226}]},{"uid":"instructor_d2350730130ae8c214c4de00","name":"BROOKE GODFREY","count":135,"terms":[{"term":"1102","count":63,"sections":1,"gpa":2.865079365079365},{"term":"1104","count":72,"sections":1,"gpa":3}]},{"uid":"instructor_429d33593e9e0ace927b9c21","name":"HEATHER KOHLMEIER","count":132,"terms":[{"term":"1242","count":132,"sections":1,"gpa":3.837121212121212}]},{"uid":"instructor_998af11908fa5dd8deefc6fe","name":"BONBON YANG","count":132,"terms":[{"term":"1242","count":132,"sections":1,"gpa":3.837121212121212}]},{"uid":"instructor_6b49bb482126150606cf4ea9","name":"MELODY PAK","count":124,"terms":[{"term":"1262","count":124,"sections":1,"gpa":3.806451612903226}]},{"uid":"instructor_7fa1e4fb16b8ba7b1e7bb369","name":"IAN DANNER","count":123,"terms":[{"term":"1252","count":123,"sections":1,"gpa":3.83739837398374}]},{"uid":"instructor_f530dbde172016fb8bf26073","name":"MAHA ZIADEH","count":123,"terms":[{"term":"1252","count":123,"sections":1,"gpa":3.83739837398374}]},{"uid":"instructor_501502df9a17690b36c934ac","name":"PORNPIMON P. ROSSING","count":106,"terms":[{"term":"1074","count":106,"sections":1,"gpa":3.2641509433962264}]},{"uid":"instructor_fbb8a853a001d16ac982141e","name":"JOY HUNTINGTON","count":58,"terms":[{"term":"1204","count":58,"sections":1,"gpa":3.603448275862069}]}],"following":[{"code":"ART 302","title":"COLOR"},{"code":"ART/DS 226","title":"TEXTILE DESIGN: OFF-LOOM CONSTRUCTION"},{"code":"ART/THEATRE 366","title":"STAGE LIGHTING I"},{"code":"DS 210","title":"FASHION ILLUSTRATION"},{"code":"DS 220","title":"DESIGN: FUNDAMENTALS II"},{"code":"DS 421","title":"HISTORY OF ARCHITECTURE AND INTERIORS I: ANTIQUITY THROUGH 18TH CENTURY"},{"code":"THEATRE 328","title":"MATERIAL CULTURE FOR PERFORMANCE DESIGN"},{"code":"THEATRE 363","title":"COSTUME DESIGN I"}],"projection":{"target":"1272","interval":{"lower":3.46,"upper":4,"coverage":80,"terms":8},"gpa":3.7695087218665932,"grades":[{"grade":"A","percentage":75.41199512412234},{"grade":"AB","percentage":16.11290250064928},{"grade":"B","percentage":4.436118010210496},{"grade":"BC","percentage":1.2675692188685914},{"grade":"C","percentage":0.7066951766841353},{"grade":"D","percentage":1.0170655067262662},{"grade":"F","percentage":1.047654462738889}],"sourceTerms":["1262","1252","1242","1232","1222"],"sourceCount":667,"sameSeason":true,"historicalRange":[3.5723684210526314,3.83739837398374],"backtest":{"terms":8,"gpaError":0.14366982118448635,"mixError":19.512698513656357}}}}