{"schema_version":1,"url":"https://uwcourses.com/courses/INFOSYS_423","title":"INFOSYS 423: Digital Platform Analytics | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T19:50:42.743001+00:00","courses":8951,"current_instructors":5754,"limited":false,"terms":["1272","1264","1262","1254","1252","1244","1242","1234","1232","1224","1222","1212","1204","1202","1194","1192","1184","1182","1174","1172","1164","1162","1154","1152","1144","1142","1134","1132","1124","1122","1114","1112","1104","1102","1094","1092","1084","1082","1074","1072"],"term":"1272","departments":[{"subject":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"918731f646becf2f4d1088ed9e08b14fb1a3c19132c7c90ab8fe267a0b5a6298","course_id":"INFOSYS 423","course_uid":"course_66917ac2b710b102608b82c8","catalog_version_id":"fd86815e96cf74c614b6068f094381499bb396a56efb65fc79b1fda86c24beea","course_number":423,"subjects":["INFOSYS"],"title":"DIGITAL PLATFORM ANALYTICS","description":"An introduction to data analysis procedures covering topics including: data collection, pre-processing, analysis, and presentation. Content covers important data analysis concepts, such as structured and unstructured data. Learn about supervised, unsupervised learning methods and advanced analytics topics, such as text mining, recommendation systems, and algorithm bias.","requirements_text":"None","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"e4a570d7e0d29d60d41d4d4886951f024f0f5a20fe47583fe9f5cdc6781dde65","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Digital Platform Analytics introduces data analysis procedures including collection, pre-processing, and presentation of structured and unstructured data.","llm_topics":["Structured and unstructured data","Supervised and unsupervised learning","Text mining, recommendation systems, and algorithm bias"],"llm_skills":["Data collection, pre-processing, analysis, and presentation","Supervised and unsupervised learning methods","Text mining, recommendation systems, and algorithm bias"],"llm_assumed_background":[],"llm_search_phrases":["data analysis procedures","supervised unsupervised learning","text mining recommendation systems","algorithm bias","structured unstructured data"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"08f4b26f60ad8c7862229b96b4430f07d2d3f4f01aa16ba1ce64ce6344654ff6","course_id":"INFOSYS 423","current_instructors":[],"difficulty_workload":[{"citations":[{"instructor_name":"Qinglai He","review_date":"2025-11-15 05:17:15 +0000 UTC","review_id":"0547050a6abb4dbfeade269f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQxODcyOTgw","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"},{"instructor_name":"Qinglai He","review_date":"2026-04-20 01:25:47 +0000 UTC","review_id":"8569b1c90d5a7a55596c7394","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQyODcyNjMx","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"}],"text":"Historical reviews of Qinglai He: Reviewers rated the difficulty as low to moderate, with scores of 2 and 3 out of 5, suggesting the course is manageable."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Qinglai He","review_date":"2025-11-15 05:17:15 +0000 UTC","review_id":"0547050a6abb4dbfeade269f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQxODcyOTgw","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"},{"instructor_name":"Qinglai He","review_date":"2026-04-20 01:25:47 +0000 UTC","review_id":"8569b1c90d5a7a55596c7394","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQyODcyNjMx","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"}],"text":"Historical reviews of Qinglai He: Qinglai He is described as an exceptionally caring and passionate instructor who deeply wants students to succeed. Reviewers highlight her engaging teaching style and genuine dedication, with one calling her the best professor they have encountered."}],"message":null,"offered":false,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Qinglai He","review_date":"2025-11-15 05:17:15 +0000 UTC","review_id":"0547050a6abb4dbfeade269f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQxODcyOTgw","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"},{"instructor_name":"Qinglai He","review_date":"2026-04-20 01:25:47 +0000 UTC","review_id":"8569b1c90d5a7a55596c7394","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQyODcyNjMx","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"}],"text":"Historical reviews for Qinglai He describe an exceptionally engaging and caring instructor who is passionate about her topics and deeply wants students to succeed."},{"citations":[{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 3.44 GPA, 66.7% A/AB (n=9 letter grades); Spring 2025: 3.50 GPA, 69.1% A/AB (n=55 letter grades); Spring 2026: 3.64 GPA, 82.1% A/AB (n=67 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Qinglai He","review_date":"2025-11-15 05:17:15 +0000 UTC","review_id":"0547050a6abb4dbfeade269f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQxODcyOTgw","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"},{"instructor_name":"Qinglai He","review_date":"2026-04-20 01:25:47 +0000 UTC","review_id":"8569b1c90d5a7a55596c7394","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2909003","source_review_id":"UmF0aW5nLTQyODcyNjMx","source_url":"https://www.ratemyprofessors.com/professor/2909003","type":"review"}],"text":"Historical reviews of Qinglai He: Students found the class highly engaging due to the instructor's passion, describing her as sweet and genuinely good at her job."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"3f119325-5389-3a86-9217-82da3aaa7b91","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"3f119325-5389-3a86-9217-82da3aaa7b91","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"3f119325-5389-3a86-9217-82da3aaa7b91","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"3f119325-5389-3a86-9217-82da3aaa7b91","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"3f119325-5389-3a86-9217-82da3aaa7b91","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"},{"course_id":"INFOSYS 423","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"3f119325-5389-3a86-9217-82da3aaa7b91","source_record":{"entity_id":"3f119325-5389-3a86-9217-82da3aaa7b91","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"QINGLAI HE is recorded teaching in Spring 2024, Spring 2025, Spring 2026. 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":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_abcd9467951e2baced38bc1e","source":"madgrades","source_instructor_id":"6398589","identity_basis":"source_id","identity_status":"source_identified","name":"QINGLAI HE","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:2909003","source_url":"https://www.ratemyprofessors.com/professor/2909003","match_basis":"exact_name","observed_at":"2026-09-07 16:11:12.683624+00:00","courses":{"course_66917ac2b710b102608b82c8":{"review_count":2,"quality":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.781532530496905,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.688,"graded":221,"counts":[135,47,31,3,5,0,0],"sections":10},"instructor_url":"/instructors/QINGLAI_HE--instructor_abcd9467951e2baced38bc1e"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INFOSYS 423","course_uid":"course_66917ac2b710b102608b82c8","term_id":"1244","term_name":"Spring 2024","instructors":["Qinglai He"],"a":4,"ab":2,"b":2,"bc":0,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":9,"source_aliases":["INFOSYS 423"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INFOSYS 423","course_uid":"course_66917ac2b710b102608b82c8","term_id":"1254","term_name":"Spring 2025","instructors":["Qinglai He"],"a":22,"ab":16,"b":13,"bc":3,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":55,"source_aliases":["INFOSYS 423"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"INFOSYS 423","course_uid":"course_66917ac2b710b102608b82c8","term_id":"1264","term_name":"Spring 2026","instructors":["Qinglai He"],"a":37,"ab":18,"b":9,"bc":0,"c":3,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":67,"source_aliases":["INFOSYS 423"]}],"statistics":{"gpa":3.569,"graded":131,"counts":[63,36,24,3,5,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_66917ac2b710b102608b82c8-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_66917ac2b710b102608b82c8-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_66917ac2b710b102608b82c8-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_66917ac2b710b102608b82c8-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.568702290076336,"count":131,"university":{"size":2411,"gpaPercentile":29,"countPercentile":63,"medianCount":90,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":163,"current":false},{"range":"3.2–3.6","count":604,"current":true},{"range":"3.6–4.0","count":1627,"current":false}]},"departments":[{"subject":"INFOSYS","comparison":null}]},"terms":{"1244":{"term":"1244","gpa":3.4444444444444446,"count":9,"university":null,"departments":[{"subject":"INFOSYS","comparison":null}]},"1254":{"term":"1254","gpa":3.5,"count":55,"university":{"size":1289,"gpaPercentile":31,"countPercentile":41,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":17,"current":false},{"range":"2.8–3.2","count":128,"current":false},{"range":"3.2–3.6","count":379,"current":true},{"range":"3.6–4.0","count":765,"current":false}]},"departments":[{"subject":"INFOSYS","comparison":null}]},"1264":{"term":"1264","gpa":3.6417910447761193,"count":67,"university":{"size":1283,"gpaPercentile":43,"countPercentile":50,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":20,"current":false},{"range":"2.8–3.2","count":130,"current":false},{"range":"3.2–3.6","count":343,"current":false},{"range":"3.6–4.0","count":789,"current":true}]},"departments":[{"subject":"INFOSYS","comparison":null}]}},"benchmarks":{"all":{"school":{"size":2411,"gpa":3.6770271983084943,"topShare":83.11222705251026,"count":90},"INFOSYS":null},"terms":{"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"INFOSYS":null},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"INFOSYS":null},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"INFOSYS":null}}}},"instructorTrends":[{"uid":"instructor_abcd9467951e2baced38bc1e","name":"QINGLAI HE","count":131,"terms":[{"term":"1244","count":9,"sections":2,"gpa":3.4444444444444446},{"term":"1254","count":55,"sections":2,"gpa":3.5},{"term":"1264","count":67,"sections":2,"gpa":3.6417910447761193}]}],"following":[],"projection":null}}