# MATH 761: Differentiable Manifolds | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MATH_761) ## 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 | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id bb55c1789766904cad2e441f00a58d4458916645985364ef8936396b46108eab ### course id MATH 761 ### course uid course\_963da18c52ee0091bf4904b6 ### catalog version id bda12a7e64aa76920c7f5efbafbdf157397d42dfdae6f131be9268217ac11b11 ### course number 761 ### subjects * MATH ### title DIFFERENTIABLE MANIFOLDS ### description Differentiable manifolds, vector bundles, implicit function theorem, submersions and immersions, vector fields and flows, foliations and Frobenius theorem, differential forms and exterior calculus, integration and Stokes' theorem, De Rham theory, Riemannian metrics. Familiarity with basic undergraduate analysis coursesMATH 521and522orMATH 621) is strongly recommended. ### requirements text Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program ### credits min 3 ### credits max 3 ### credit offering ids * 1272:600:011758 ### llm job id enrich-03fec27af95860a0bfdd385b ### llm output id 9dadbab7ee1e12367b465d03c364d387b808ff62ae5d233e4208a537440a3f6c ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary MATH 761 covers differentiable manifolds, vector bundles, differential forms, and Riemannian metrics. ### llm topics * Differentiable manifolds and vector bundles * Vector fields, flows, and foliations * Differential forms and De Rham theory * Riemannian metrics ### llm skills * Study of differentiable manifolds, vector bundles, and differential forms. ### llm assumed background * Basic undergraduate analysis courses (MATH 521, MATH 522, or MATH 621) are strongly recommended. ### llm search phrases * differentiable manifolds course * MATH 761 differential geometry * graduate manifolds analysis ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash afe65e9b61eb7da31772c19d1d98385b71b1e6d6086d29d1ac56d462f9fe3a84 #### course id MATH 761 #### current instructors ```json [ { "instructor_uid": "instructor_c4c50d10b1787f93d53c248d", "message": null, "name": "Sean Paul", "review_status": "supported", "rmp_instructor_id": "rmp:1029779", "summary": [ { "citations": [ { "instructor_name": "Sean Paul", "review_date": "2019-05-19 16:46:10 +0000 UTC", "review_id": "5b17079d4dc72880eaf68225", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1029779", "source_review_id": "UmF0aW5nLTMxOTEyMTYy", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "type": "review" }, { "instructor_name": "Sean Paul", "review_date": "2022-05-17 01:03:49 +0000 UTC", "review_id": "2fe315ab7499d90f7b56ba04", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1029779", "source_review_id": "UmF0aW5nLTM2MzU0NDE1", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "type": "review" } ], "text": "Sean Paul receives polarized feedback regarding his teaching organization and lecture style. One reviewer found his lectures unorganized and lacking notes, while another found them exciting and helpful for concentration. Review 2 notes his homework is difficult, while Review 1 finds exams easy." }, { "citations": [ { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ], "text": "Recent recorded grades — Fall 2013: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Spring 2019: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Spring 2022: 3.85 GPA, 92.3% A/AB (n=13 letter grades)." } ] } ] ``` #### difficulty workload Homework assignments are difficult and require significant time to solve step-by-step. ```json { "citations": [ { "instructor_name": "Sean Paul", "review_date": "2022-05-17 01:03:49 +0000 UTC", "review_id": "2fe315ab7499d90f7b56ba04", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1029779", "source_review_id": "UmF0aW5nLTM2MzU0NDE1", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Alex Waldron describe difficult lectures and harsh grading that diagnose student problems. One reviewer found the professor difficult to get along with. ```json { "citations": [ { "instructor_name": "Alex Waldron", "review_date": "2025-01-22 04:48:29 +0000 UTC", "review_id": "ee6188d2d70886b50267914d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2634041", "source_review_id": "UmF0aW5nLTQwNTg1MTI0", "source_url": "https://www.ratemyprofessors.com/professor/2634041", "type": "review" }, { "instructor_name": "Alex Waldron", "review_date": "2026-05-09 19:48:12 +0000 UTC", "review_id": "16faf8d6b9d8847208ca8c57", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2634041", "source_review_id": "UmF0aW5nLTQzMDgwOTMw", "source_url": "https://www.ratemyprofessors.com/professor/2634041", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Sean Paul's teaching style elicits polarized reactions, with students describing his lectures as either unorganized and unhelpful or exciting and engaging. ```json { "citations": [ { "instructor_name": "Sean Paul", "review_date": "2019-05-19 16:46:10 +0000 UTC", "review_id": "5b17079d4dc72880eaf68225", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1029779", "source_review_id": "UmF0aW5nLTMxOTEyMTYy", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "type": "review" }, { "instructor_name": "Sean Paul", "review_date": "2022-05-17 01:03:49 +0000 UTC", "review_id": "2fe315ab7499d90f7b56ba04", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1029779", "source_review_id": "UmF0aW5nLTM2MzU0NDE1", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 3.96 GPA, 100.0% A/AB (n=24 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=14 letter grades); Fall 2025: 3.69 GPA, 79.3% A/AB (n=29 letter grades). ```json { "citations": [ { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students may find the lack of lecture notes and disorganized structure frustrating, leading to a perception that they learn little from the instruction. ```json { "citations": [ { "instructor_name": "Sean Paul", "review_date": "2019-05-19 16:46:10 +0000 UTC", "review_id": "5b17079d4dc72880eaf68225", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1029779", "source_review_id": "UmF0aW5nLTMxOTEyMTYy", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALEX WALDRON is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` SEAN PAUL is recorded teaching in Fall 2013, Spring 2019, Spring 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "MATH 761", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "source_record": { "entity_id": "6d432080-6e95-3265-aa51-8d56b5546e5b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "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": "n1", "kind": "condition" }, { "children": [ "n0", "n1" ], "condition": null, "course": null, "evidence": "Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program", "id": "n2", "kind": "any" } ] ``` #### notes None recorded. #### root n2 #### 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"course_364c50303ed83d1234b4ea51": { "review_count": 2, "quality": 3, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_8634dde81cc95f6c58014087": { "review_count": 144, "quality": 1.64, "difficulty": 4.35, "quality_count": 144, "difficulty_count": 144 }, "course_eec4aae06b946a73f1878be4": { "review_count": 6, "quality": 1.67, "difficulty": 4, "quality_count": 6, "difficulty_count": 6 }, "course_63c43e7ac8225e2773df74d8": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_963da18c52ee0091bf4904b6": { "review_count": 2, "quality": 3, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 }, "course_7d3f055b392d74c588d35d0b": { "review_count": 5, "quality": 2.2, "difficulty": 3.2, "quality_count": 5, "difficulty_count": 5 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 5, "quality": 2.8, "difficulty": 4.2, "quality_count": 5, "difficulty_count": 5 }, "course_9a1a7bf1933981bcbaca47ac": { "review_count": 2, "quality": 3.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 20, "quality": 1.7, "difficulty": 4, "quality_count": 20, "difficulty_count": 20 }, "course_5d98ff5f6adce2207e394dc6": { "review_count": 6, "quality": 2.67, "difficulty": 4.67, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 1.8773042582859996, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SEAN_PAUL" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:600:011758", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1272", "source_course_id": "011758", "source_subject_id": "600", "title": "Differentiable Manifolds", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:28930", "term_id": "1272", "source_section_id": "28930", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 17, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_180bf94a3d2f4343128d8704", "source": "madgrades", "source_instructor_id": "4197298", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEFF VIACLOVSKY", "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": 46, "quality": 2.91, "difficulty": 3.26, "quality_count": 46, "difficulty_count": 46, "profile_id": "rmp:1227705", "source_url": 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"quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_963da18c52ee0091bf4904b6": { "review_count": 2, "quality": 3, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 }, "course_7d3f055b392d74c588d35d0b": { "review_count": 5, "quality": 2.2, "difficulty": 3.2, "quality_count": 5, "difficulty_count": 5 }, "course_6bc496e4640fd08f71e1b041": { "review_count": 5, "quality": 2.8, "difficulty": 4.2, "quality_count": 5, "difficulty_count": 5 }, "course_9a1a7bf1933981bcbaca47ac": { "review_count": 2, "quality": 3.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 20, "quality": 1.7, "difficulty": 4, "quality_count": 20, "difficulty_count": 20 }, "course_5d98ff5f6adce2207e394dc6": { "review_count": 6, "quality": 2.67, "difficulty": 4.67, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 1.8773042582859996, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SEAN_PAUL" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "JEFF VIACLOVSKY" ], "a": 9, "ab": 0, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "XIUXIONG CHEN" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "JEFF VIACLOVSKY" ], "a": 13, "ab": 0, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "GLORIA MARI-BEFFA" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "GLORIA MARI-BEFFA" ], "a": 5, "ab": 1, "b": 1, "bc": 0, "c": 0, "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": 8, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "GLORIA MARI-BEFFA" ], "a": 7, "ab": 1, "b": 0, "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": 9, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "YONG-GEUN OH" ], "a": 14, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Sean Paul" ], "a": 13, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "GLORIA MARI-BEFFA" ], "a": 8, "ab": 2, "b": 1, "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": 12, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Jing Wang" ], "a": 13, "ab": 0, "b": 0, "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": 14, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "LU WANG" ], "a": 15, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "LU WANG" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Sean Paul" ], "a": 15, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "GAO CHEN" ], "a": 12, "ab": 1, "b": 0, "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": 14, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Sean Paul" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "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": 14, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Andrew Zimmer" ], "a": 7, "ab": 8, "b": 8, "bc": 0, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Chenxi Wu" ], "a": 22, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Alex Waldron" ], "a": 8, "ab": 4, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "MATH 761" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 761", "course_uid": "course_963da18c52ee0091bf4904b6", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Tullia Dymarz" ], "a": 17, "ab": 6, "b": 6, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 29, "source_aliases": [ "MATH 761" ] } ] ``` ### statistics #### gpa 3.805 #### graded 277 #### counts * 220 * 25 * 24 * 1 * 6 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_963da18c52ee0091bf4904b6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_963da18c52ee0091bf4904b6-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_963da18c52ee0091bf4904b6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_963da18c52ee0091bf4904b6-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_963da18c52ee0091bf4904b6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_963da18c52ee0091bf4904b6-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_963da18c52ee0091bf4904b6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_963da18c52ee0091bf4904b6-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_963da18c52ee0091bf4904b6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_963da18c52ee0091bf4904b6-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8050541516245486 #### count 277 #### university ##### size 4829 ##### gpa Percentile 62 ##### count Percentile 67 ##### median Count 155 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 358 | false | | 3.2–3.6 | 1347 | false | | 3.6–4.0 | 3110 | true | #### departments ```json [ { "subject": "MATH", "comparison": { "size": 119, "gpaPercentile": 64, "countPercentile": 63, "medianCount": 165, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 3, "current": false }, { "range": "2.8–3.2", "count": 31, "current": false }, { "range": "3.2–3.6", "count": 25, "current": false }, { "range": "3.6–4.0", "count": 60, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.6923076923076925 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1082 ##### term 1082 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1092 ##### term 1092 ##### gpa 3.8666666666666667 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1102 ##### term 1102 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1112 ##### term 1112 ##### gpa 3.3125 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1122 ##### term 1122 ##### gpa 3.7777777777777777 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1132 ##### term 1132 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1142 ##### term 1142 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1152 ##### term 1152 ##### gpa 3.6666666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1162 ##### term 1162 ##### gpa 3.857142857142857 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1172 ##### term 1172 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1182 ##### term 1182 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1204 ##### term 1204 ##### gpa 3.9615384615384617 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1224 ##### term 1224 ##### gpa 3.8461538461538463 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1234 ##### term 1234 ##### gpa 3.3076923076923075 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1244 ##### term 1244 ##### gpa 3.9583333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1252 ##### term 1252 ##### gpa 3.7142857142857144 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1262 ##### term 1262 ##### gpa 3.689655172413793 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | ### benchmarks #### all ##### school ###### size 4829 ###### gpa 3.6622001412009633 ###### top Share 81.95612036710932 ###### count 155 ##### MATH ###### size 119 ###### gpa 3.5337333306520042 ###### top Share 74.15454404009111 ###### count 165 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### MATH ###### size 21 ###### gpa 2.878188611674867 ###### top Share 40.4748751710427 ###### count 115 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### MATH ###### size 20 ###### gpa 2.8603540012311925 ###### top Share 39.28661748894661 ###### count 122 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### MATH ###### size 22 ###### gpa 2.8820162698417926 ###### top Share 39.71597770466243 ###### count 131 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### MATH ###### size 27 ###### gpa 2.936619140855453 ###### top Share 42.28372460948232 ###### count 76 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### MATH ###### size 26 ###### gpa 2.9941347625171355 ###### top Share 43.79682105650899 ###### count 87 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### MATH ###### size 27 ###### gpa 2.898067749128924 ###### top Share 42.09489165698714 ###### count 103 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### MATH ###### size 25 ###### gpa 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Share 77.18256448537606 ###### count 65 ###### MATH ###### size 41 ###### gpa 3.178489266862151 ###### top Share 56.06874885619616 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### MATH ###### size 43 ###### gpa 3.228240949537157 ###### top Share 55.86451059486035 ###### count 68 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### MATH ###### size 43 ###### gpa 3.185692541204979 ###### top Share 54.14175342403773 ###### count 74 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### MATH ###### size 43 ###### gpa 3.2481769276584003 ###### top Share 56.325967864851854 ###### count 81 ## instructor Trends ```json [ { "uid": "instructor_eb98a96c05ac474b321e9170", "name": "SEAN PAUL", "count": 41, "terms": [ { "term": "1142", "count": 13, 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"term": "1132", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_6a6aef5fb4903bdad4de25d1", "name": "GAO CHEN", "count": 13, "terms": [ { "term": "1204", "count": 13, "sections": 1, "gpa": 3.9615384615384617 } ] }, { "uid": "instructor_5d47fd39944a27ba3eef69cd", "name": "XIUXIONG CHEN", "count": 12, "terms": [ { "term": "1082", "count": 12, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.