{"schema_version":1,"url":"https://uwcourses.com/courses/MATH_567","title":"MATH 567: Modern Number Theory | 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":"c9b1f97f52631ce36396d35aacb6b3178d303a47fd8b3a161ca5ddc9edb3faf3","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","catalog_version_id":"928471f69e2775fd168cdbec107781c23f00d79dd9f18d2ed3d9ea5375cddd9a","course_number":567,"subjects":["MATH"],"title":"MODERN NUMBER THEORY","description":"A course in number theory covering fundamentals and modern applications in topics of recent interest: Modular arithmetic, quadratic reciprocity, arithmetic functions, zeta function, Diophantine equations, transcendental numbers, Roth's theorem, continued fractions, and the circle method. Optional material from probability including random matrix theory.","requirements_text":"MATH 541or graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"0eee013c5003b84f89a338753207b1213ebf7a5216163ea666740f6106e14f76","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Modern Number Theory covers fundamentals and modern applications including modular arithmetic, Diophantine equations, and random matrix theory.","llm_topics":["Core number theory topics: modular arithmetic, reciprocity, zeta function, Diophantine equations, and transcendental numbers.","Optional probability applications, specifically random matrix theory."],"llm_skills":["Applying number theory fundamentals to modern research topics.","Integrating probability concepts like random matrix theory into number theory."],"llm_assumed_background":["Abstract algebra fundamentals including group theory, ring theory, and homomorphisms."],"llm_search_phrases":["number theory applications","modular arithmetic quadratic reciprocity","Diophantine equations zeta function","Roth's theorem continued fractions","MATH 567 prerequisites"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"961905919e08b8d453d977e9fd6a3506608a42ab79a9d6ad50cad9b836315534","course_id":"MATH 567","current_instructors":[],"difficulty_workload":[{"citations":[{"instructor_name":"Yousheng Shi","review_date":"2023-04-13 19:50:15 +0000 UTC","review_id":"39ed7ef22ae61124cefc8634","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM3NjI4OTA1","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-05-15 06:04:05 +0000 UTC","review_id":"76080b1aab6232ce1e49c405","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM3OTI0NjQ4","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-05-17 15:14:43 +0000 UTC","review_id":"22e82aec5ae024f3b77a9bbd","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM3OTQ0NTEx","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-06-02 04:29:16 +0000 UTC","review_id":"cdf6ef9b6a248b0be058079b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM4MDE1MTM4","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"}],"text":"Historical reviews of Yousheng Shi: Reviewers describe the course as exam-heavy with difficult tests, requiring significant study and a strong background in abstract algebra."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Dmytro Arinkin","review_date":"2013-11-11 21:05:28 +0000 UTC","review_id":"43de72faece3b1678f3349b9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1769534","source_review_id":"UmF0aW5nLTIyMjk1MzQ3","source_url":"https://www.ratemyprofessors.com/professor/1769534","type":"review"},{"instructor_name":"Dmytro Arinkin","review_date":"2015-12-29 20:43:50 +0000 UTC","review_id":"ee4a2d954df152319030706c","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1769534","source_review_id":"UmF0aW5nLTI1ODQ2MTg2","source_url":"https://www.ratemyprofessors.com/professor/1769534","type":"review"},{"instructor_name":"Daniel Erman","review_date":"2017-05-15 05:34:45 +0000 UTC","review_id":"3dfac796bebbe82bcf1560a7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1852275","source_review_id":"UmF0aW5nLTI4MzEyMTcy","source_url":"https://www.ratemyprofessors.com/professor/1852275","type":"review"},{"instructor_name":"Daniel Erman","review_date":"2018-11-30 18:17:58 +0000 UTC","review_id":"39a959de590caa8a6ec487fe","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1852275","source_review_id":"UmF0aW5nLTMwODI3OTg1","source_url":"https://www.ratemyprofessors.com/professor/1852275","type":"review"},{"instructor_name":"Andrei Caldararu","review_date":"2020-05-19 18:11:24 +0000 UTC","review_id":"9e8adc5d0f25ad122e85e7d1","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:802342","source_review_id":"UmF0aW5nLTMzMzMyOTE0","source_url":"https://www.ratemyprofessors.com/professor/802342","type":"review"}],"text":"Historical reviews of Andrei Caldararu, Daniel Erman, Dmytro Arinkin: Dmytro Arinkin and Daniel Erman are praised for clarity, passion, and making difficult material approachable. Andrei Caldararu is knowledgeable but requires significant study and offers unclear grading feedback until the semester ends."}],"message":null,"offered":false,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Dmytro Arinkin","review_date":"2013-11-11 21:05:28 +0000 UTC","review_id":"43de72faece3b1678f3349b9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1769534","source_review_id":"UmF0aW5nLTIyMjk1MzQ3","source_url":"https://www.ratemyprofessors.com/professor/1769534","type":"review"},{"instructor_name":"Dmytro Arinkin","review_date":"2015-12-29 20:43:50 +0000 UTC","review_id":"ee4a2d954df152319030706c","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1769534","source_review_id":"UmF0aW5nLTI1ODQ2MTg2","source_url":"https://www.ratemyprofessors.com/professor/1769534","type":"review"},{"instructor_name":"Daniel Erman","review_date":"2017-05-15 05:34:45 +0000 UTC","review_id":"3dfac796bebbe82bcf1560a7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1852275","source_review_id":"UmF0aW5nLTI4MzEyMTcy","source_url":"https://www.ratemyprofessors.com/professor/1852275","type":"review"},{"instructor_name":"Daniel Erman","review_date":"2018-11-30 18:17:58 +0000 UTC","review_id":"39a959de590caa8a6ec487fe","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1852275","source_review_id":"UmF0aW5nLTMwODI3OTg1","source_url":"https://www.ratemyprofessors.com/professor/1852275","type":"review"},{"instructor_name":"Andrei Caldararu","review_date":"2020-05-19 18:11:24 +0000 UTC","review_id":"9e8adc5d0f25ad122e85e7d1","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:802342","source_review_id":"UmF0aW5nLTMzMzMyOTE0","source_url":"https://www.ratemyprofessors.com/professor/802342","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-04-13 19:50:15 +0000 UTC","review_id":"39ed7ef22ae61124cefc8634","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM3NjI4OTA1","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-05-15 06:04:05 +0000 UTC","review_id":"76080b1aab6232ce1e49c405","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM3OTI0NjQ4","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-05-17 15:14:43 +0000 UTC","review_id":"22e82aec5ae024f3b77a9bbd","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM3OTQ0NTEx","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"},{"instructor_name":"Yousheng Shi","review_date":"2023-06-02 04:29:16 +0000 UTC","review_id":"cdf6ef9b6a248b0be058079b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2539834","source_review_id":"UmF0aW5nLTM4MDE1MTM4","source_url":"https://www.ratemyprofessors.com/professor/2539834","type":"review"}],"text":"Historical reviews for MATH 567 show starkly different experiences depending on the instructor, ranging from highly praised engaging lectures to complaints about difficult exams and unclear grading."},{"citations":[{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 2.93 GPA, 28.6% A/AB (n=7 letter grades); Spring 2025: 3.23 GPA, 55.0% A/AB (n=20 letter grades); Spring 2026: 3.22 GPA, 68.8% A/AB (n=16 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Dmytro Arinkin","review_date":"2013-11-11 21:05:28 +0000 UTC","review_id":"43de72faece3b1678f3349b9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1769534","source_review_id":"UmF0aW5nLTIyMjk1MzQ3","source_url":"https://www.ratemyprofessors.com/professor/1769534","type":"review"},{"instructor_name":"Daniel Erman","review_date":"2017-05-15 05:34:45 +0000 UTC","review_id":"3dfac796bebbe82bcf1560a7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1852275","source_review_id":"UmF0aW5nLTI4MzEyMTcy","source_url":"https://www.ratemyprofessors.com/professor/1852275","type":"review"},{"instructor_name":"Daniel Erman","review_date":"2018-11-30 18:17:58 +0000 UTC","review_id":"39a959de590caa8a6ec487fe","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1852275","source_review_id":"UmF0aW5nLTMwODI3OTg1","source_url":"https://www.ratemyprofessors.com/professor/1852275","type":"review"}],"text":"Historical reviews of Daniel Erman, Dmytro Arinkin: Students found the class enjoyable and fun when taught by instructors who provided clear examples and made material approachable."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1182","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"ANDREI CALDARARU is recorded teaching in Fall 2017, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"}],"text":"DANIEL ERMAN is recorded teaching in Fall 2016, Fall 2018. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1162","type":"grade"}],"text":"DMYTRO ARINKIN is recorded teaching in Fall 2013, Fall 2014, Fall 2015. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"MATH 567","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","source_record":{"entity_id":"69b41183-df8e-3d28-9cc0-3a66699e9977","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1234","type":"grade"}],"text":"YOUSHENG SHI is recorded teaching in Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"MATH 541or graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program","id":"n0","kind":"any"},{"children":[],"condition":null,"course":{"course_number":541,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 541","id":"n1","kind":"course"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n2","kind":"condition"},{"children":[],"condition":"member of the Pre-Masters Mathematics (Visiting International) Program","course":null,"evidence":"member of the Pre-Masters Mathematics (Visiting International) Program","id":"n3","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_2ac2deeb0fbdfaa160482334","source":"madgrades","source_instructor_id":"3127329","identity_basis":"source_id","identity_status":"source_identified","name":"KEN ONO","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":3.512,"graded":216,"counts":[129,18,39,9,19,2,0],"sections":18},"instructor_url":"/instructors/KEN_ONO"},{"instructor_uid":"instructor_2526da1b4d60f44a1bea00f0","source":"madgrades","source_instructor_id":"4172260","identity_basis":"source_id","identity_status":"source_identified","name":"YANNAN QIU","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":14,"quality":1.57,"difficulty":3.29,"quality_count":14,"difficulty_count":14,"profile_id":"rmp:1090935","source_url":"https://www.ratemyprofessors.com/professor/1090935","match_basis":"exact_name","observed_at":"2026-09-07 15:58:06.713405+00:00","courses":{"course_6bc496e4640fd08f71e1b041":{"review_count":1,"quality":1,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_6c15cc3b45a4c19a3ad6a2cd":{"review_count":4,"quality":1.25,"difficulty":4.25,"quality_count":4,"difficulty_count":4},"course_364c50303ed83d1234b4ea51":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_0002a781bc9543f3a2ac1a94":{"review_count":1,"quality":2,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.7992269314979974,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.126,"graded":289,"counts":[86,47,98,20,18,15,5],"sections":9},"instructor_url":"/instructors/YANNAN_QIU--instructor_2526da1b4d60f44a1bea00f0"},{"instructor_uid":"instructor_431b3d75e1c39d4df6977202","source":"madgrades","source_instructor_id":"2600165","identity_basis":"source_id","identity_status":"source_identified","name":"I ISAACS","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":2.61,"graded":1280,"counts":[201,156,280,198,288,80,77],"sections":20},"instructor_url":"/instructors/I_ISAACS"},{"instructor_uid":"instructor_627bd6efdd66a1083f8cbb97","source":"madgrades","source_instructor_id":"3921210","identity_basis":"source_id","identity_status":"source_identified","name":"JORDAN ELLENBERG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":28,"quality":4.46,"difficulty":3.36,"quality_count":28,"difficulty_count":28,"profile_id":"rmp:1012704","source_url":"https://www.ratemyprofessors.com/professor/1012704","match_basis":"exact_name","observed_at":"2026-09-07 16:30:34.696141+00:00","courses":{"course_364c50303ed83d1234b4ea51":{"review_count":8,"quality":5,"difficulty":3.62,"quality_count":8,"difficulty_count":8},"course_72733c94bb8725b969d3e958":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_9a1a7bf1933981bcbaca47ac":{"review_count":19,"quality":4.21,"difficulty":3.26,"quality_count":19,"difficulty_count":19}},"bayesian_quality":4.126535743144415,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.415,"graded":1050,"counts":[497,179,215,74,61,19,5],"sections":70},"instructor_url":"/instructors/JORDAN_ELLENBERG--instructor_627bd6efdd66a1083f8cbb97"},{"instructor_uid":"instructor_329dbc3efcfc7e5a8a0086b3","source":"madgrades","source_instructor_id":"5124545","identity_basis":"source_id","identity_status":"source_identified","name":"JAMES SIZEMORE","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":3.089,"graded":785,"counts":[205,175,170,114,80,37,4],"sections":10},"instructor_url":"/instructors/JAMES_SIZEMORE"},{"instructor_uid":"instructor_efd230d48fca1e6778221a38","source":"madgrades","source_instructor_id":"5118406","identity_basis":"source_id","identity_status":"source_identified","name":"DMYTRO ARINKIN","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":30,"quality":4.43,"difficulty":3.1,"quality_count":30,"difficulty_count":30,"profile_id":"rmp:1769534","source_url":"https://www.ratemyprofessors.com/professor/1769534","match_basis":"exact_name","observed_at":"2026-09-07 16:43:27.660032+00:00","courses":{"course_60c2767a206a079d3af2a1a4":{"review_count":2,"quality":4.5,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_6bc496e4640fd08f71e1b041":{"review_count":5,"quality":4.6,"difficulty":3.4,"quality_count":5,"difficulty_count":5},"course_8634dde81cc95f6c58014087":{"review_count":13,"quality":4.38,"difficulty":2.85,"quality_count":13,"difficulty_count":13},"course_a75fa380f07449fe8cb71571":{"review_count":2,"quality":4.5,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.121874313418638,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.172,"graded":1833,"counts":[707,232,411,197,189,71,26],"sections":56},"instructor_url":"/instructors/DMYTRO_ARINKIN--instructor_efd230d48fca1e6778221a38"},{"instructor_uid":"instructor_71ef50f4a56c330c438c8692","source":"madgrades","source_instructor_id":"5216614","identity_basis":"source_id","identity_status":"source_identified","name":"DANIEL ERMAN","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":118,"quality":4.89,"difficulty":3.15,"quality_count":118,"difficulty_count":118,"profile_id":"rmp:1852275","source_url":"https://www.ratemyprofessors.com/professor/1852275","match_basis":"exact_name","observed_at":"2026-09-07 16:46:15.648036+00:00","courses":{"course_e7b7ff33c37b147a17b2d14d":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_6bc496e4640fd08f71e1b041":{"review_count":111,"quality":4.91,"difficulty":3.14,"quality_count":111,"difficulty_count":111},"course_a75fa380f07449fe8cb71571":{"review_count":2,"quality":5,"difficulty":3.5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":4.711693591818347,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.998,"graded":2896,"counts":[936,295,747,244,457,141,76],"sections":42},"instructor_url":"/instructors/DANIEL_ERMAN--instructor_71ef50f4a56c330c438c8692"},{"instructor_uid":"instructor_59aac856cf6ad4bb42c17bff","source":"madgrades","source_instructor_id":"3856848","identity_basis":"source_id","identity_status":"source_identified","name":"ANDREI CALDARARU","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":44,"quality":2.52,"difficulty":3.89,"quality_count":44,"difficulty_count":44,"profile_id":"rmp:802342","source_url":"https://www.ratemyprofessors.com/professor/802342","match_basis":"exact_name","observed_at":"2026-09-07 16:55:34.976737+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":11,"quality":2,"difficulty":4.91,"quality_count":11,"difficulty_count":11},"course_6bc496e4640fd08f71e1b041":{"review_count":6,"quality":2.33,"difficulty":3.67,"quality_count":6,"difficulty_count":6},"course_edc3174bf073c9d7af51f678":{"review_count":2,"quality":1,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_a75fa380f07449fe8cb71571":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_60c2767a206a079d3af2a1a4":{"review_count":2,"quality":4,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_858c09056ac5ed119a96d808":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_2e71825a82859020279c78b8":{"review_count":2,"quality":5,"difficulty":1.5,"quality_count":2,"difficulty_count":2},"course_8634dde81cc95f6c58014087":{"review_count":6,"quality":3,"difficulty":3.33,"quality_count":6,"difficulty_count":6},"course_65e8e94bbd9a434f7539af0a":{"review_count":4,"quality":2.75,"difficulty":3,"quality_count":4,"difficulty_count":4}},"bayesian_quality":2.876151807358311,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.013,"graded":2010,"counts":[791,192,409,118,282,135,83],"sections":82},"instructor_url":"/instructors/ANDREI_CALDARARU--instructor_59aac856cf6ad4bb42c17bff"},{"instructor_uid":"instructor_98e9331ef0690b66352c0c4a","source":"madgrades","source_instructor_id":"5170998","identity_basis":"source_id","identity_status":"source_identified","name":"YOUSHENG SHI","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":28,"quality":1.79,"difficulty":4,"quality_count":28,"difficulty_count":28,"profile_id":"rmp:2539834","source_url":"https://www.ratemyprofessors.com/professor/2539834","match_basis":"exact_name","observed_at":"2026-09-07 15:57:30.110885+00:00","courses":{"course_eec4aae06b946a73f1878be4":{"review_count":16,"quality":1.56,"difficulty":3.88,"quality_count":16,"difficulty_count":16},"course_a75fa380f07449fe8cb71571":{"review_count":4,"quality":1.25,"difficulty":4.5,"quality_count":4,"difficulty_count":4},"course_60c2767a206a079d3af2a1a4":{"review_count":3,"quality":3.67,"difficulty":3.67,"quality_count":3,"difficulty_count":3},"course_0002a781bc9543f3a2ac1a94":{"review_count":5,"quality":1.8,"difficulty":4.2,"quality_count":5,"difficulty_count":5}},"bayesian_quality":2.569035743144415,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.206,"graded":411,"counts":[160,59,96,30,46,16,4],"sections":9},"instructor_url":"/instructors/YOUSHENG_SHI--instructor_98e9331ef0690b66352c0c4a"},{"instructor_uid":"instructor_c938150143be039de89fe3d1","source":"madgrades","source_instructor_id":"6082648","identity_basis":"source_id","identity_status":"source_identified","name":"JOSHUA MUNDINGER","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":12,"quality":3.75,"difficulty":3.42,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:2967013","source_url":"https://www.ratemyprofessors.com/professor/2967013","match_basis":"exact_name","observed_at":"2026-09-07 16:30:01.508155+00:00","courses":{"course_fa53f4954bab469b5d4c4fe3":{"review_count":4,"quality":3.5,"difficulty":4.25,"quality_count":4,"difficulty_count":4},"course_60c2767a206a079d3af2a1a4":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_eec4aae06b946a73f1878be4":{"review_count":7,"quality":3.86,"difficulty":2.86,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.693553614716622,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.154,"graded":324,"counts":[125,49,65,25,41,11,8],"sections":8},"instructor_url":"/instructors/JOSHUA_MUNDINGER--instructor_c938150143be039de89fe3d1"},{"instructor_uid":"instructor_91ba0ecbfb754ecba5e7dd8c","source":"madgrades","source_instructor_id":"6318882","identity_basis":"source_id","identity_status":"source_identified","name":"MIKHAIL IVANOV","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":44,"quality":3.14,"difficulty":3.43,"quality_count":44,"difficulty_count":44,"profile_id":"rmp:2680569","source_url":"https://www.ratemyprofessors.com/professor/2680569","match_basis":"exact_name","observed_at":"2026-09-07 16:17:02.037647+00:00","courses":{"course_7e12e6bf6be7a81f7ca74420":{"review_count":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_dcdb624e3fb8cbaf9a557ab9":{"review_count":5,"quality":4.4,"difficulty":3.2,"quality_count":5,"difficulty_count":5},"course_9a1a7bf1933981bcbaca47ac":{"review_count":4,"quality":3.5,"difficulty":2.75,"quality_count":4,"difficulty_count":4},"course_6bc496e4640fd08f71e1b041":{"review_count":13,"quality":2.85,"difficulty":3.38,"quality_count":13,"difficulty_count":13},"course_63c43e7ac8225e2773df74d8":{"review_count":3,"quality":4.33,"difficulty":3.33,"quality_count":3,"difficulty_count":3},"course_e7b7ff33c37b147a17b2d14d":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_9b0dc1865ea603eb0083bc33":{"review_count":13,"quality":2.23,"difficulty":4,"quality_count":13,"difficulty_count":13},"course_3b14f667f980624c1f5bde67":{"review_count":3,"quality":2.67,"difficulty":3,"quality_count":3,"difficulty_count":3}},"bayesian_quality":3.302401807358311,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":2.98,"graded":1694,"counts":[516,177,453,140,286,83,39],"sections":26},"instructor_url":"/instructors/MIKHAIL_IVANOV--instructor_91ba0ecbfb754ecba5e7dd8c"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1072","term_name":"Fall 2006","instructors":["KEN ONO"],"a":6,"ab":1,"b":6,"bc":1,"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":19,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1082","term_name":"Fall 2007","instructors":["YANNAN QIU"],"a":2,"ab":3,"b":1,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":7,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1092","term_name":"Fall 2008","instructors":["KEN ONO"],"a":15,"ab":1,"b":9,"bc":4,"c":8,"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":38,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1102","term_name":"Fall 2009","instructors":["I ISAACS"],"a":15,"ab":6,"b":3,"bc":2,"c":4,"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":33,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1112","term_name":"Fall 2010","instructors":["Jordan Ellenberg"],"a":5,"ab":3,"b":6,"bc":4,"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":19,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1122","term_name":"Fall 2011","instructors":["I ISAACS"],"a":14,"ab":6,"b":2,"bc":2,"c":3,"d":2,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":31,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1132","term_name":"Fall 2012","instructors":["JAMES SIZEMORE"],"a":5,"ab":5,"b":9,"bc":2,"c":3,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":25,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1142","term_name":"Fall 2013","instructors":["DMYTRO ARINKIN"],"a":6,"ab":3,"b":5,"bc":4,"c":3,"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":23,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1152","term_name":"Fall 2014","instructors":["DMYTRO ARINKIN"],"a":7,"ab":7,"b":5,"bc":3,"c":1,"d":2,"f":2,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":1,"not_reported":0,"other":0,"total":29,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1162","term_name":"Fall 2015","instructors":["DMYTRO ARINKIN"],"a":13,"ab":6,"b":1,"bc":2,"c":2,"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":27,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1172","term_name":"Fall 2016","instructors":["DANIEL ERMAN"],"a":15,"ab":4,"b":9,"bc":1,"c":5,"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":36,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1182","term_name":"Fall 2017","instructors":["Andrei Caldararu"],"a":9,"ab":3,"b":5,"bc":0,"c":3,"d":3,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":1,"other":0,"total":24,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1192","term_name":"Fall 2018","instructors":["DANIEL ERMAN"],"a":16,"ab":8,"b":9,"bc":5,"c":3,"d":2,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":44,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1204","term_name":"Spring 2020","instructors":["Andrei Caldararu"],"a":9,"ab":2,"b":3,"bc":0,"c":1,"d":1,"f":0,"satisfactory":4,"unsatisfactory":1,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":21,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1224","term_name":"Spring 2022","instructors":["YOUSHENG SHI"],"a":6,"ab":1,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":11,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1234","term_name":"Spring 2023","instructors":["YOUSHENG SHI"],"a":6,"ab":3,"b":3,"bc":1,"c":2,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":15,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1244","term_name":"Spring 2024","instructors":["JOSHUA MUNDINGER"],"a":2,"ab":0,"b":3,"bc":1,"c":0,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":7,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1254","term_name":"Spring 2025","instructors":["Mikhail Ivanov"],"a":10,"ab":1,"b":6,"bc":0,"c":1,"d":1,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":20,"source_aliases":["MATH 567"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MATH 567","course_uid":"course_a75fa380f07449fe8cb71571","term_id":"1264","term_name":"Spring 2026","instructors":["Andrei Caldararu"],"a":6,"ab":5,"b":2,"bc":0,"c":2,"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":16,"source_aliases":["MATH 567"]}],"statistics":{"gpa":3.165,"graded":434,"counts":[167,68,89,33,47,24,6]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a75fa380f07449fe8cb71571-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a75fa380f07449fe8cb71571-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a75fa380f07449fe8cb71571-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a75fa380f07449fe8cb71571-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.164746543778802,"count":434,"university":{"size":4720,"gpaPercentile":7,"countPercentile":76,"medianCount":162,"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":352,"current":true},{"range":"3.2–3.6","count":1317,"current":false},{"range":"3.6–4.0","count":3036,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":120,"gpaPercentile":27,"countPercentile":72,"medianCount":161.5,"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":5,"current":false},{"range":"2.8–3.2","count":32,"current":true},{"range":"3.2–3.6","count":21,"current":false},{"range":"3.6–4.0","count":62,"current":false}]}}]},"terms":{"1072":{"term":"1072","gpa":3.0526315789473686,"count":19,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1082":{"term":"1082","gpa":3.4285714285714284,"count":7,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1092":{"term":"1092","gpa":3.0921052631578947,"count":38,"university":{"size":732,"gpaPercentile":24,"countPercentile":15,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":41,"current":false},{"range":"2.8–3.2","count":208,"current":true},{"range":"3.2–3.6","count":271,"current":false},{"range":"3.6–4.0","count":211,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":22,"gpaPercentile":81,"countPercentile":5,"medianCount":131,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":9,"current":false},{"range":"2.8–3.2","count":10,"current":true},{"range":"3.2–3.6","count":1,"current":false},{"range":"3.6–4.0","count":1,"current":false}]}}]},"1102":{"term":"1102","gpa":3.212121212121212,"count":33,"university":{"size":774,"gpaPercentile":34,"countPercentile":7,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":1,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":49,"current":false},{"range":"2.8–3.2","count":201,"current":false},{"range":"3.2–3.6","count":287,"current":true},{"range":"3.6–4.0","count":235,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":27,"gpaPercentile":81,"countPercentile":4,"medianCount":76,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":8,"current":false},{"range":"2.8–3.2","count":11,"current":false},{"range":"3.2–3.6","count":7,"current":true},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1112":{"term":"1112","gpa":3.1842105263157894,"count":19,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1122":{"term":"1122","gpa":3.096774193548387,"count":31,"university":{"size":804,"gpaPercentile":25,"countPercentile":2,"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":true},{"range":"3.2–3.6","count":282,"current":false},{"range":"3.6–4.0","count":248,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":27,"gpaPercentile":77,"countPercentile":8,"medianCount":103,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":9,"current":false},{"range":"2.8–3.2","count":14,"current":true},{"range":"3.2–3.6","count":3,"current":false},{"range":"3.6–4.0","count":0,"current":false}]}}]},"1132":{"term":"1132","gpa":3.06,"count":25,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1142":{"term":"1142","gpa":2.9347826086956523,"count":23,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1152":{"term":"1152","gpa":2.925925925925926,"count":27,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1162":{"term":"1162","gpa":3.259259259259259,"count":27,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1172":{"term":"1172","gpa":3.2083333333333335,"count":36,"university":{"size":991,"gpaPercentile":26,"countPercentile":13,"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":"MATH","comparison":{"size":36,"gpaPercentile":71,"countPercentile":9,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":21,"current":false},{"range":"3.2–3.6","count":8,"current":true},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1182":{"term":"1182","gpa":3.0652173913043477,"count":23,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1192":{"term":"1192","gpa":3.244186046511628,"count":43,"university":{"size":1077,"gpaPercentile":24,"countPercentile":25,"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":true},{"range":"3.6–4.0","count":481,"current":false}]},"departments":[{"subject":"MATH","comparison":{"size":39,"gpaPercentile":76,"countPercentile":8,"medianCount":99,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":4,"current":false},{"range":"2.8–3.2","count":24,"current":false},{"range":"3.2–3.6","count":8,"current":true},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1204":{"term":"1204","gpa":3.4375,"count":16,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1224":{"term":"1224","gpa":3.7222222222222223,"count":9,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1234":{"term":"1234","gpa":3.3333333333333335,"count":15,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1244":{"term":"1244","gpa":2.9285714285714284,"count":7,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1254":{"term":"1254","gpa":3.225,"count":20,"university":null,"departments":[{"subject":"MATH","comparison":null}]},"1264":{"term":"1264","gpa":3.21875,"count":16,"university":null,"departments":[{"subject":"MATH","comparison":null}]}},"benchmarks":{"all":{"school":{"size":4720,"gpa":3.658300537842975,"topShare":81.75901042756519,"count":162},"MATH":{"size":120,"gpa":3.5216364858254825,"topShare":73.48780416509133,"count":161.5}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"MATH":{"size":21,"gpa":2.878188611674867,"topShare":40.4748751710427,"count":115}},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"MATH":{"size":20,"gpa":2.8603540012311925,"topShare":39.28661748894661,"count":122}},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"MATH":{"size":22,"gpa":2.8820162698417926,"topShare":39.71597770466243,"count":131}},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"MATH":{"size":27,"gpa":2.936619140855453,"topShare":42.28372460948232,"count":76}},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"MATH":{"size":26,"gpa":2.9941347625171355,"topShare":43.79682105650899,"count":87}},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"MATH":{"size":27,"gpa":2.898067749128924,"topShare":42.09489165698714,"count":103}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"MATH":{"size":25,"gpa":2.9605395515107897,"topShare":42.794601137643824,"count":108}},"1142":{"school":{"size":853,"gpa":3.3941849959684913,"topShare":65.28450334228523,"count":67},"MATH":{"size":31,"gpa":3.009040780059457,"topShare":45.87481076818359,"count":77}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"MATH":{"size":34,"gpa":3.0803080141506425,"topShare":49.72677618758506,"count":82}},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"MATH":{"size":36,"gpa":3.1059509777204544,"topShare":50.071044743474,"count":74.5}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"MATH":{"size":36,"gpa":3.098601909983034,"topShare":48.67573746500224,"count":66}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"MATH":{"size":36,"gpa":3.0839531022443034,"topShare":48.116975859522796,"count":80}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"MATH":{"size":39,"gpa":3.1003216533236415,"topShare":50.01588968281552,"count":99}},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"MATH":{"size":29,"gpa":3.478717830475146,"topShare":69.61236805388549,"count":83}},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"MATH":{"size":34,"gpa":3.1555898753466907,"topShare":53.444319815085976,"count":87.5}},"1234":{"school":{"size":1188,"gpa":3.5799441677552393,"topShare":77.18256448537606,"count":65},"MATH":{"size":41,"gpa":3.178489266862151,"topShare":56.06874885619616,"count":67}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"MATH":{"size":43,"gpa":3.228240949537157,"topShare":55.86451059486035,"count":68}},"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"MATH":{"size":39,"gpa":3.180435541912479,"topShare":53.878371816747475,"count":89}},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"MATH":{"size":42,"gpa":3.13598176627681,"topShare":52.25969905887213,"count":80}}}}},"instructorTrends":[{"uid":"instructor_71ef50f4a56c330c438c8692","name":"DANIEL ERMAN","count":79,"terms":[{"term":"1172","count":36,"sections":1,"gpa":3.2083333333333335},{"term":"1192","count":43,"sections":1,"gpa":3.244186046511628}]},{"uid":"instructor_efd230d48fca1e6778221a38","name":"DMYTRO ARINKIN","count":77,"terms":[{"term":"1142","count":23,"sections":1,"gpa":2.9347826086956523},{"term":"1152","count":27,"sections":1,"gpa":2.925925925925926},{"term":"1162","count":27,"sections":1,"gpa":3.259259259259259}]},{"uid":"instructor_431b3d75e1c39d4df6977202","name":"I ISAACS","count":64,"terms":[{"term":"1102","count":33,"sections":1,"gpa":3.212121212121212},{"term":"1122","count":31,"sections":1,"gpa":3.096774193548387}]},{"uid":"instructor_2ac2deeb0fbdfaa160482334","name":"KEN ONO","count":57,"terms":[{"term":"1072","count":19,"sections":1,"gpa":3.0526315789473686},{"term":"1092","count":38,"sections":1,"gpa":3.0921052631578947}]},{"uid":"instructor_59aac856cf6ad4bb42c17bff","name":"ANDREI CALDARARU","count":55,"terms":[{"term":"1182","count":23,"sections":1,"gpa":3.0652173913043477},{"term":"1204","count":16,"sections":1,"gpa":3.4375},{"term":"1264","count":16,"sections":1,"gpa":3.21875}]},{"uid":"instructor_329dbc3efcfc7e5a8a0086b3","name":"JAMES SIZEMORE","count":25,"terms":[{"term":"1132","count":25,"sections":1,"gpa":3.06}]},{"uid":"instructor_98e9331ef0690b66352c0c4a","name":"YOUSHENG SHI","count":24,"terms":[{"term":"1224","count":9,"sections":1,"gpa":3.7222222222222223},{"term":"1234","count":15,"sections":1,"gpa":3.3333333333333335}]},{"uid":"instructor_91ba0ecbfb754ecba5e7dd8c","name":"MIKHAIL IVANOV","count":20,"terms":[{"term":"1254","count":20,"sections":1,"gpa":3.225}]},{"uid":"instructor_627bd6efdd66a1083f8cbb97","name":"JORDAN ELLENBERG","count":19,"terms":[{"term":"1112","count":19,"sections":1,"gpa":3.1842105263157894}]},{"uid":"instructor_2526da1b4d60f44a1bea00f0","name":"YANNAN QIU","count":7,"terms":[{"term":"1082","count":7,"sections":1,"gpa":3.4285714285714284}]},{"uid":"instructor_c938150143be039de89fe3d1","name":"JOSHUA MUNDINGER","count":7,"terms":[{"term":"1244","count":7,"sections":1,"gpa":2.9285714285714284}]}],"following":[],"projection":null}}