# MATH 415: Applied Dynamical Systems, Chaos and Modeling | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MATH_415) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | 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 4b6100241f261a578d12995ab019904191c5974b5cbee7110829b898ca7aede1 ### course id MATH 415 ### course uid course\_a0267213f16255cce8332683 ### catalog version id 4a3cb1962d1002aa6edf2c66d800ad0cc1d1b527a5b699943f8774c8e21e79d9 ### course number 415 ### subjects * MATH ### title APPLIED DYNAMICAL SYSTEMS, CHAOS AND MODELING ### description An introduction to nonlinear dynamical systems including stability, bifurcations and chaos. Provides underlying mathematical ideas, but emphasizes applications from many scientific fields. ### requirements text MATH 341,376, (MATH 234and319), (MATH 234and320), (MATH 234and340), (MATH 234and345), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate) ### credits min 3 ### credits max 3 ### credit offering ids * 1272:600:011663 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id e682cfb181988df8dd0b816b91dd8e2972ea7adf4bd2fbb684efe9026f74529a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers nonlinear dynamical systems, stability, bifurcations, and chaos with scientific applications. ### llm topics * Nonlinear dynamical systems * Stability and bifurcation analysis * Chaos theory * Scientific modeling applications ### llm skills * Analysis of nonlinear dynamical systems * Mathematical modeling for scientific applications ### llm assumed background * Calculus of several variables and linear algebra * Ordinary differential equations and linear algebra theory ### llm search phrases * nonlinear dynamical systems * bifurcations and chaos * applied mathematics modeling * stability analysis ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash a42159157757b64aa6dd153cb6f9ba992d8d4a592cb98f4fcffab5468cd7e3f1 #### course id MATH 415 #### current instructors ```json [ { "instructor_uid": "instructor_271b9d1ecd658234318625fa", "message": null, "name": "Pouria Behnoudfar", "review_status": "supported", "rmp_instructor_id": "rmp:3101377", "summary": [ { "citations": [ { "instructor_name": "Pouria Behnoudfar", "review_date": "2025-11-28 21:21:03 +0000 UTC", "review_id": "795af2fd4a1aa0f7be05da9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3101377", "source_review_id": "UmF0aW5nLTQxOTY1MDUw", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "type": "review" } ], "text": "Pouria Behnoudfar is described as a nice instructor who prioritizes student success. Reviewers note his lectures are mixed, using both slides and board work, and find homework easy. However, one reviewer found the midterm exam extremely difficult, though they appreciated his lenient grading based on comprehension rather than accuracy." }, { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.47 GPA, 65.7% A/AB (n=35 letter grades)." } ] } ] ``` #### difficulty workload Homework is easy, but midterm exams are described as insanely hard, though graded leniently based on comprehension. ```json { "citations": [ { "instructor_name": "Pouria Behnoudfar", "review_date": "2025-11-28 21:21:03 +0000 UTC", "review_id": "795af2fd4a1aa0f7be05da9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3101377", "source_review_id": "UmF0aW5nLTQxOTY1MDUw", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Amir Assadi, Jean Luc Thiffeault, and Thierry Laurens highlight clear explanations and engaging lectures. Reviewers note that homework can be time-consuming and difficult, though exams often align with assignment content. Some instructors offer helpful resources like solution manuals, review sessions, and take-home finals, while others maintain a reasonable workload. ```json { "citations": [ { "instructor_name": "Amir Assadi", "review_date": "2013-05-29 15:23:16 +0000 UTC", "review_id": "2bb9d12150250a54c6d64c28", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:513807", "source_review_id": "UmF0aW5nLTIxODQwNjc1", "source_url": "https://www.ratemyprofessors.com/professor/513807", "type": "review" }, { "instructor_name": "Matthew Johnston", "review_date": "2014-12-22 02:33:17 +0000 UTC", "review_id": "204a4c01e0e76c4d07f35974", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1795962", "source_review_id": "UmF0aW5nLTI0MTY1ODU4", "source_url": "https://www.ratemyprofessors.com/professor/1795962", "type": "review" }, { "instructor_name": "Jean Luc Thiffeault", "review_date": "2017-02-02 00:52:25 +0000 UTC", "review_id": "bd5655a05532a9d3bf779783", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTI3Nzk3ODI0", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" }, { "instructor_name": "Jean Luc Thiffeault", "review_date": "2018-12-26 01:03:36 +0000 UTC", "review_id": "20ef95aa5ffce5083c9bb55b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTMxMTU0Nzcw", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" }, { "instructor_name": "Jean Luc Thiffeault", "review_date": "2023-05-08 21:52:13 +0000 UTC", "review_id": "c8728abc2bdef3c152d1891f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTM3ODYyNTA2", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" }, { "instructor_name": "Thierry Laurens ", "review_date": "2024-12-20 20:52:07 +0000 UTC", "review_id": "ca07c50e3aec323f45b973c1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2968678", "source_review_id": "UmF0aW5nLTQwNDAwMDkx", "source_url": "https://www.ratemyprofessors.com/professor/2968678", "type": "review" }, { "instructor_name": "Thierry Laurens ", "review_date": "2024-12-22 00:28:29 +0000 UTC", "review_id": "020e4dc05fce660a1fc1fece", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2968678", "source_review_id": "UmF0aW5nLTQwNDExNzAz", "source_url": "https://www.ratemyprofessors.com/professor/2968678", "type": "review" }, { "instructor_name": "Thierry Laurens ", "review_date": "2025-03-22 00:45:59 +0000 UTC", "review_id": "e989a90b75c2a8ba147fb0c1", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2968678", "source_review_id": "UmF0aW5nLTQwODAxNTEw", "source_url": "https://www.ratemyprofessors.com/professor/2968678", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take One reviewer liked Pouria Behnoudfar, noting his supportive nature and lenient grading despite extremely difficult midterm exams. ```json { "citations": [ { "instructor_name": "Pouria Behnoudfar", "review_date": "2025-11-28 21:21:03 +0000 UTC", "review_id": "795af2fd4a1aa0f7be05da9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3101377", "source_review_id": "UmF0aW5nLTQxOTY1MDUw", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.06 GPA, 45.2% A/AB (n=31 letter grades); Fall 2024: 3.23 GPA, 60.0% A/AB (n=40 letter grades); Fall 2025: 3.47 GPA, 65.7% A/AB (n=35 letter grades). ```json { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Lectures mix slides and board work; the instructor prioritizes student success and grades for understanding rather than accuracy. ```json { "citations": [ { "instructor_name": "Pouria Behnoudfar", "review_date": "2025-11-28 21:21:03 +0000 UTC", "review_id": "795af2fd4a1aa0f7be05da9f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3101377", "source_review_id": "UmF0aW5nLTQxOTY1MDUw", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AMIR ASSADI is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" } ] } ``` JEAN-LUC THIFFEAULT is recorded teaching in Fall 2008, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` MATTHEW JOHNSTON is recorded teaching in Fall 2012, Fall 2014. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" } ] } ``` POURIA BEHNOUDFAR is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` THIERRY LAURENS is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 415", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "source_record": { "entity_id": "7805066d-36ac-3dd4-a635-cc954501bacb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n6", "n9", "n12", "n15", "n16" ], "condition": null, "course": null, "evidence": "MATH 341,376, (MATH 234and319), (MATH 234and320), (MATH 234and340), (MATH 234and345), graduate/professional standing, or declared in Mathematics VISP (undergraduate or graduate)", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 341, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 341", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 376, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "376", "id": "n2", "kind": "course" }, { "children": [ "n4", "n5" ], "condition": null, "course": null, "evidence": "(MATH 234and319)", "id": "n3", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 234, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 234", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 319, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "319", "id": "n5", "kind": "course" }, { "children": [ "n7", "n8" ], "condition": null, "course": null, "evidence": "(MATH 234and320)", "id": "n6", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 234, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 234", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "320", "id": "n8", "kind": "course" }, { "children": [ "n10", "n11" ], "condition": null, "course": null, "evidence": "(MATH 234and340)", "id": "n9", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 234, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 234", "id": "n10", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "340", "id": "n11", "kind": "course" }, { "children": [ "n13", "n14" ], "condition": null, "course": null, "evidence": "(MATH 234and345)", "id": "n12", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 234, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 234", "id": "n13", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 345, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "345", "id": "n14", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n15", "kind": "condition" }, { "children": [], "condition": "declared in Mathematics VISP (undergraduate or graduate)", "course": null, "evidence": "declared in Mathematics VISP (undergraduate or graduate)", "id": "n16", "kind": "condition" } ] ``` #### notes * MATH 376 is listed in requirements but not in linked\_courses; treated as a course node with evidence '376' which is a substring of 'MATH 341,376'. * MATH 234 is required in multiple combinations; separate nodes (n4, n7, n10, n13) are used to maintain a tree structure without multiple parents. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_271b9d1ecd658234318625fa", "source": "enrollment", "source_instructor_id": "behnoudfar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Pouria Behnoudfar", "email": "BEHNOUDFAR@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 3, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3101377", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:42.627936+00:00", "courses": { "course_a0267213f16255cce8332683": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_6a5fd6b22fd05d58426ea680": { "review_count": 2, "quality": 2.5, "difficulty": 4, "quality_count": 2, 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53, "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_e4128e249cb9e36c3c1d6985", "source": "madgrades", "source_instructor_id": "2602086", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMIR ASSADI", "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": 61, "quality": 1.8, "difficulty": 3.39, "quality_count": 61, "difficulty_count": 61, "profile_id": "rmp:513807", "source_url": "https://www.ratemyprofessors.com/professor/513807", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:05.640539+00:00", "courses": { "course_c9bdf631650ccfb896fcfc26": { "review_count": 3, "quality": 3, "difficulty": 1.67, "quality_count": 3, "difficulty_count": 3 }, "course_7d3f055b392d74c588d35d0b": { "review_count": 1, "quality": 3, 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"difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 4.3461881870959, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.182, "graded": 471, "counts": [ 169, 73, 108, 52, 47, 19, 3 ], "sections": 14 }, "instructor_url": "/instructors/THIERRY_LAURENS--instructor_b65c46dc5f963ec32fa32a9c" }, { "instructor_uid": "instructor_0326e4c7d265e4e100965796", "source": "madgrades", "source_instructor_id": "6688486", "identity_basis": "source_id", "identity_status": "source_identified", "name": "POURIA BEHNOUDFAR", "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": 3, "quality": 3, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3101377", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:42.627936+00:00", "courses": { "course_a0267213f16255cce8332683": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_6a5fd6b22fd05d58426ea680": { "review_count": 2, "quality": 2.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.5736398117796484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.384, "graded": 125, "counts": [ 60, 16, 29, 10, 6, 3, 1 ], "sections": 6 }, "instructor_url": "/instructors/POURIA_BEHNOUDFAR--instructor_0326e4c7d265e4e100965796" }, { "instructor_uid": "instructor_271b9d1ecd658234318625fa", "source": "enrollment", "source_instructor_id": "behnoudfar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Pouria Behnoudfar", "email": "BEHNOUDFAR@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 3, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3101377", "source_url": "https://www.ratemyprofessors.com/professor/3101377", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:42.627936+00:00", "courses": { "course_a0267213f16255cce8332683": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_6a5fd6b22fd05d58426ea680": { "review_count": 2, "quality": 2.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.5736398117796484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/POURIA_BEHNOUDFAR" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "AMIR ASSADI" ], "a": 8, "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": 8, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Sigurd Angenent" ], "a": 15, "ab": 1, "b": 4, "bc": 0, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Jean-Luc Thiffeault" ], "a": 5, "ab": 1, "b": 2, "bc": 1, "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": 10, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Gheorghe Craciun" ], "a": 7, "ab": 3, "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": 14, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "JAMES A ROSSMANITH" ], "a": 8, "ab": 5, "b": 3, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "JAMES A ROSSMANITH" ], "a": 6, "ab": 7, "b": 3, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "MATTHEW JOHNSTON" ], "a": 7, "ab": 4, "b": 7, "bc": 5, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Gheorghe Craciun" ], "a": 16, "ab": 15, "b": 3, "bc": 2, "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": 39, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "MATTHEW JOHNSTON" ], "a": 12, "ab": 2, "b": 4, "bc": 1, "c": 4, "d": 2, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Jean-Luc Thiffeault" ], "a": 10, "ab": 4, "b": 5, "bc": 3, "c": 5, "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": 28, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Jean-Luc Thiffeault" ], "a": 18, "ab": 6, "b": 5, "bc": 2, "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": 33, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Jean-Luc Thiffeault" ], "a": 15, "ab": 6, "b": 8, "bc": 11, "c": 5, "d": 6, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Jean-Luc Thiffeault" ], "a": 14, "ab": 15, "b": 6, "bc": 1, "c": 10, "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": 47, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "ABBISHEK DESHPANDE" ], "a": 11, "ab": 15, "b": 4, "bc": 3, "c": 4, "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": 41, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "TREVOR LESLIE" ], "a": 35, "ab": 4, "b": 6, "bc": 3, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 49, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "DANIELLE BURTON" ], "a": 21, "ab": 8, "b": 2, "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": 32, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Jean-Luc Thiffeault" ], "a": 11, "ab": 8, "b": 4, "bc": 3, "c": 6, "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": 32, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "THOMAS CHANDLER" ], "a": 8, "ab": 6, "b": 7, "bc": 4, "c": 5, "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": 31, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Thierry Laurens" ], "a": 15, "ab": 9, "b": 6, "bc": 3, "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": 40, "source_aliases": [ "MATH 415" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 415", "course_uid": "course_a0267213f16255cce8332683", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Pouria Behnoudfar" ], "a": 18, "ab": 5, "b": 8, "bc": 2, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 35, "source_aliases": [ "MATH 415" ] } ] ``` ### statistics #### gpa 3.31 #### graded 599 #### counts * 260 * 124 * 91 * 47 * 51 * 16 * 10 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a0267213f16255cce8332683-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a0267213f16255cce8332683-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a0267213f16255cce8332683-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a0267213f16255cce8332683-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_a0267213f16255cce8332683-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a0267213f16255cce8332683-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a0267213f16255cce8332683-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a0267213f16255cce8332683-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a0267213f16255cce8332683-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a0267213f16255cce8332683-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.3096828046744573 #### count 599 #### university ##### size 4298 ##### gpa Percentile 14 ##### count Percentile 78 ##### median Count 180 ##### 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 | 13 | false | | 2.8–3.2 | 353 | false | | 3.2–3.6 | 1251 | true | | 3.6–4.0 | 2681 | false | #### departments ```json [ { "subject": "MATH", "comparison": { "size": 98, "gpaPercentile": 38, "countPercentile": 68, "medianCount": 294.5, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 32, "current": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 49, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1084 ##### term 1084 ##### gpa 3.5681818181818183 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1092 ##### term 1092 ##### gpa 3.4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1102 ##### term 1102 ##### gpa 3.607142857142857 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1112 ##### term 1112 ##### gpa 3.5277777777777777 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1122 ##### term 1122 ##### gpa 3.388888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1132 ##### term 1132 ##### gpa 3.02 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1142 ##### term 1142 ##### gpa 3.448717948717949 ##### count 39 ##### university ###### size 853 ###### gpa Percentile 56 ###### count Percentile 18 ###### median Count 67 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | true | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 31, "gpaPercentile": 90, "countPercentile": 17, "medianCount": 77, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 2, "current": false }, { "range": "2.4–2.8", "count": 8, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.18 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1162 ##### term 1162 ##### gpa 3.2037037037037037 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1172 ##### term 1172 ##### gpa 3.59375 ##### count 32 ##### university ###### size 991 ###### gpa Percentile 60 ###### count Percentile 5 ###### median Count 67 ###### 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 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 36, "gpaPercentile": 91, "countPercentile": 0, "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 2.75 ##### count 54 ##### university ###### size 1025 ###### gpa Percentile 1 ###### count Percentile 36 ###### median Count 69 ###### 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 | 1 | false | | 2.4–2.8 | 21 | true | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 36, "gpaPercentile": 6, "countPercentile": 26, "medianCount": 80, "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": true }, { "range": "2.8–3.2", "count": 21, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.1702127659574466 ##### count 47 ##### university ###### size 1077 ###### gpa Percentile 19 ###### count Percentile 31 ###### median Count 67 ###### 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 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | true | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 71, "countPercentile": 16, "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": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.073170731707317 ##### count 41 ##### university ###### size 1102 ###### gpa Percentile 12 ###### count Percentile 23 ###### median Count 68 ###### 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 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 40, "gpaPercentile": 54, "countPercentile": 18, "medianCount": 90.5, "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": 4, "current": false }, { "range": "2.8–3.2", "count": 24, "current": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.704081632653061 ##### count 49 ##### university ###### size 1111 ###### gpa Percentile 57 ###### count Percentile 33 ###### median Count 68 ###### 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 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 41, "gpaPercentile": 83, "countPercentile": 33, "medianCount": 87, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 18, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.6875 ##### count 32 ##### university ###### size 1157 ###### gpa Percentile 56 ###### count Percentile 6 ###### median Count 64 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 82, "countPercentile": 0, "medianCount": 63, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 5, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.234375 ##### count 32 ##### university ###### size 1216 ###### gpa Percentile 17 ###### count Percentile 6 ###### median Count 66 ###### 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 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 55, "countPercentile": 5, "medianCount": 69, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 17, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.064516129032258 ##### count 31 ##### university ###### size 1295 ###### gpa Percentile 7 ###### count Percentile 4 ###### median Count 67 ###### 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 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | true | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 26, "countPercentile": 0, "medianCount": 80, "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": 4, "current": false }, { "range": "2.8–3.2", "count": 17, "current": true }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.225 ##### count 40 ##### university ###### size 1333 ###### gpa Percentile 11 ###### count Percentile 21 ###### median Count 69 ###### 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 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 60, "countPercentile": 17, "medianCount": 74, "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": 20, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.4714285714285715 ##### count 35 ##### university ###### size 1320 ###### gpa Percentile 27 ###### count Percentile 11 ###### median Count 70 ###### 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 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 76, "countPercentile": 17, "medianCount": 81, "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": 18, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4298 ###### gpa 3.6477363454000007 ###### top Share 81.05324674684157 ###### count 180 ##### MATH ###### size 98 ###### gpa 3.51085266711473 ###### top Share 72.77401531116622 ###### count 294.5 #### 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 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### MATH ###### size 22 ###### gpa 2.977459424628873 ###### top Share 44.52710820759676 ###### count 88.5 ##### 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 2.9605395515107897 ###### top Share 42.794601137643824 ###### count 108 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### MATH ###### size 31 ###### gpa 3.009040780059457 ###### top Share 45.87481076818359 ###### count 77 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### MATH ###### size 34 ###### gpa 3.0803080141506425 ###### top Share 49.72677618758506 ###### count 82 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### MATH ###### size 36 ###### gpa 3.1059509777204544 ###### top Share 50.071044743474 ###### count 74.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### MATH ###### size 36 ###### gpa 3.098601909983034 ###### top Share 48.67573746500224 ###### count 66 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### MATH ###### size 36 ###### gpa 3.0839531022443034 ###### top Share 48.116975859522796 ###### count 80 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### MATH ###### size 39 ###### gpa 3.1003216533236415 ###### top Share 50.01588968281552 ###### count 99 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### MATH ###### size 40 ###### gpa 3.1467748801316944 ###### top Share 52.57847974231038 ###### count 90.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### MATH ###### size 41 ###### gpa 3.3211331103538813 ###### top Share 59.85093623917685 ###### count 87 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### MATH ###### size 39 ###### gpa 3.2083447119296955 ###### top Share 56.75007696473496 ###### count 63 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### MATH ###### size 43 ###### gpa 3.2486774162409366 ###### top Share 56.56203211471963 ###### count 69 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### MATH ###### size 43 ###### gpa 3.2449031633350183 ###### top Share 58.03783489438137 ###### count 80 ##### 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_ba5b41fe7dad67a1d6af17a1", "name": "JEAN-LUC THIFFEAULT", "count": 202, "terms": [ { "term": "1092", "count": 10, "sections": 1, "gpa": 3.4 }, { "term": "1162", "count": 27, "sections": 1, "gpa": 3.2037037037037037 }, { "term": "1172", "count": 32, "sections": 1, "gpa": 3.59375 }, { "term": "1182", "count": 54, "sections": 1, "gpa": 2.75 }, { "term": "1192", "count": 47, "sections": 1, "gpa": 3.1702127659574466 }, { "term": "1232", "count": 32, "sections": 1, "gpa": 3.234375 } ] }, { "uid": "instructor_b8e44b154dc09c12ff6006ac", "name": "GHEORGHE CRACIUN", "count": 53, "terms": [ { "term": "1102", "count": 14, "sections": 1, "gpa": 3.607142857142857 }, { "term": "1142", "count": 39, "sections": 1, "gpa": 3.448717948717949 } ] }, { "uid": "instructor_8eb19b69f765ac26c7d0c8bc", "name": "MATTHEW JOHNSTON", "count": 50, "terms": [ { "term": "1132", "count": 25, "sections": 1, "gpa": 3.02 }, { "term": "1152", "count": 25, "sections": 1, "gpa": 3.18 } ] }, { "uid": "instructor_16275721169ecc0f90ed15cd", "name": "TREVOR LESLIE", "count": 49, "terms": [ { "term": "1212", "count": 49, "sections": 1, "gpa": 3.704081632653061 } ] }, { "uid": "instructor_11a8df51d77b39839d92207b", "name": "ABBISHEK DESHPANDE", "count": 41, "terms": [ { "term": "1202", "count": 41, "sections": 1, "gpa": 3.073170731707317 } ] }, { "uid": "instructor_b65c46dc5f963ec32fa32a9c", "name": "THIERRY LAURENS", "count": 40, "terms": [ { "term": "1252", "count": 40, "sections": 1, "gpa": 3.225 } ] }, { "uid": "instructor_948a42af0cbdec970eeadf81", "name": "JAMES A ROSSMANITH", "count": 36, "terms": [ { "term": "1112", 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following | code | title | | ----------------------------- | ------------------------------------------ | | BIOCHEM/BMI/BMOLCHEM/MATH 609 | MATHEMATICAL METHODS FOR SYSTEMS BIOLOGY | | MATH 619 | ANALYSIS OF PARTIAL DIFFERENTIAL EQUATIONS |