# MATH 321: Applied Mathematical Analysis 1: Vector and Complex Calculus | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MATH_321) ## 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 0f3e3ef3e9f37ccae8c30843de55b9681b06fb6a13b684e7fe2c6949d03d4f68 ### course id MATH 321 ### course uid course\_cd8a47c5c8808c1cc3427d87 ### catalog version id 95e895646a69300a52a3773592602018e2287a2fc457d659a20cff3746699c5a ### course number 321 ### subjects * MATH ### title APPLIED MATHEMATICAL ANALYSIS 1: VECTOR AND COMPLEX CALCULUS ### description Vector analysis: algebra and geometry of vectors, index notation, 3D rotations, Euler angles; vector differential and integral calculus, theorems of Green, Gauss, and Stokes; grad, div, curl, and Laplacian in cylindrical and spherical coordinates; Complex analysis: analytic functions, Cauchy-Riemann equations, conformal mapping, complex integrals, residue theorem. ### requirements text (MATH 234and320), (MATH 234,319, and340), (MATH 234,319, and345), (MATH 319and341),MATH 376, or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:600:011647 ### llm job id enrich-a3cb0aa05223adab939cac3a ### llm output id 4deee9fdc1f768cd9dd23bdf84179dc4068d61cbeced6267003610fb0135c120 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers vector analysis including Green, Gauss, and Stokes theorems, and complex analysis including the residue theorem. ### llm topics * Vector algebra and geometry * Vector calculus theorems * Coordinate systems and operators * Complex analysis and conformal mapping ### llm skills * Vector analysis and coordinate transformations * Complex analysis and residue calculus ### llm assumed background * Calculus of several variables and linear algebra * Linear algebra and ordinary differential equations * Linear algebra, multivariable calculus, and optimization * Linear algebra with proofs and differential equations ### llm search phrases * vector calculus applications * complex analysis residue theorem * linear algebra proofs * multivariable calculus theorems * applied mathematical analysis prerequisites ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash b54e072c6ebaca1350b43ab6e216fcebbf6574b78de7b6b51d996721b5040660 #### course id MATH 321 #### current instructors ```json [ { "instructor_uid": "instructor_feb528ee829041c9845835f2", "message": "No course-specific reviews available", "name": "Sam Stechmann", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:5069975", "summary": [] } ] ``` #### difficulty workload Historical reviews of Anakewit Boonkasame, Fabian Waleffe, Ronald Dickey: Exams are often described as extremely difficult, long, and harder than the homework. The workload is heavy, with tight deadlines and challenging quizzes that require significant preparation. ```json { "citations": [ { "instructor_name": "Fabian Waleffe", "review_date": "2003-12-19 19:44:48 +0000 UTC", "review_id": "f59cb354be422c33ddc5b962", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:245451", "source_review_id": "UmF0aW5nLTE1MzgzMzQ=", "source_url": "https://www.ratemyprofessors.com/professor/245451", "type": "review" }, { "instructor_name": "Ronald Dickey", "review_date": "2004-03-29 11:25:10 +0000 UTC", "review_id": "1bcfaa14dd42e5a2acf82082", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:130332", "source_review_id": "UmF0aW5nLTE4NjI0NjQ=", "source_url": "https://www.ratemyprofessors.com/professor/130332", "type": "review" }, { "instructor_name": "Anakewit Boonkasame", "review_date": "2015-03-10 17:31:20 +0000 UTC", "review_id": "7681582248c78e49a408fd79", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1747438", "source_review_id": "UmF0aW5nLTI0NDQ4ODc5", "source_url": "https://www.ratemyprofessors.com/professor/1747438", "type": "review" }, { "instructor_name": "Fabian Waleffe", "review_date": "2026-04-10 16:23:35 +0000 UTC", "review_id": "66da3495931e87cadd5545d9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:245451", "source_review_id": "UmF0aW5nLTQyODEyNTkx", "source_url": "https://www.ratemyprofessors.com/professor/245451", "type": "review" } ] } ``` #### errors None recorded. #### historical context Sam Stechmann leads this course. Historical instructors like Fabian Waleffe and Ronald Dickey were criticized for difficult exams and poor explanations. Conversely, Anakewit Boonkasame, Alfredo Wetzel, and Jean Luc Thiffeault were praised for making the material accessible and helpful. ```json { "citations": [ { "instructor_name": "Fabian Waleffe", "review_date": "2003-12-19 19:44:48 +0000 UTC", "review_id": "f59cb354be422c33ddc5b962", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:245451", "source_review_id": "UmF0aW5nLTE1MzgzMzQ=", "source_url": "https://www.ratemyprofessors.com/professor/245451", "type": "review" }, { "instructor_name": "Ronald Dickey", "review_date": "2004-03-29 11:25:10 +0000 UTC", "review_id": "1bcfaa14dd42e5a2acf82082", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:130332", "source_review_id": "UmF0aW5nLTE4NjI0NjQ=", "source_url": "https://www.ratemyprofessors.com/professor/130332", "type": "review" }, { "instructor_name": "Anakewit Boonkasame", "review_date": "2015-03-10 17:31:20 +0000 UTC", "review_id": "7681582248c78e49a408fd79", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1747438", "source_review_id": "UmF0aW5nLTI0NDQ4ODc5", "source_url": "https://www.ratemyprofessors.com/professor/1747438", "type": "review" }, { "instructor_name": "Alfredo Wetzel", "review_date": "2019-05-25 01:58:40 +0000 UTC", "review_id": "5c8c05fb232ee52422b77144", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2118579", "source_review_id": "UmF0aW5nLTMxOTUxNDI4", "source_url": "https://www.ratemyprofessors.com/professor/2118579", "type": "review" }, { "instructor_name": "Jean Luc Thiffeault", "review_date": "2020-12-08 20:05:54 +0000 UTC", "review_id": "0deb39e8a80368bcb597b137", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTMzOTg4NDE1", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Alfredo Wetzel, Anakewit Boonkasame, Billy Jackson, Trinh Nguyen: MATH 321 is a notoriously difficult course where instructor quality significantly impacts the experience. Positive reviews highlight helpful, patient, and clear teaching that makes the material accessible. ```json { "citations": [ { "instructor_name": "Anakewit Boonkasame", "review_date": "2015-03-10 17:31:20 +0000 UTC", "review_id": "7681582248c78e49a408fd79", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1747438", "source_review_id": "UmF0aW5nLTI0NDQ4ODc5", "source_url": "https://www.ratemyprofessors.com/professor/1747438", "type": "review" }, { "instructor_name": "Alfredo Wetzel", "review_date": "2019-05-25 01:58:40 +0000 UTC", "review_id": "5c8c05fb232ee52422b77144", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2118579", "source_review_id": "UmF0aW5nLTMxOTUxNDI4", "source_url": "https://www.ratemyprofessors.com/professor/2118579", "type": "review" }, { "instructor_name": "Billy Jackson", "review_date": "2023-05-24 05:15:07 +0000 UTC", "review_id": "6a5f9c2cec6f07d65dbc5e87", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2733332", "source_review_id": "UmF0aW5nLTM3OTgyNDc3", "source_url": "https://www.ratemyprofessors.com/professor/2733332", "type": "review" }, { "instructor_name": "Trinh Nguyen", "review_date": "2024-04-15 02:11:02 +0000 UTC", "review_id": "b16af3e70c86253bbcf4a027", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2826174", "source_review_id": "UmF0aW5nLTM5MTcxNzQ4", "source_url": "https://www.ratemyprofessors.com/professor/2826174", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 2.51 GPA, 21.3% A/AB (n=75 letter grades); Fall 2025: 2.58 GPA, 20.0% A/AB (n=55 letter grades); Spring 2026: 2.41 GPA, 9.2% A/AB (n=76 letter grades). ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Alfredo Wetzel, Jean Luc Thiffeault, Shubin Fu, Trinh Nguyen: Students praise helpful office hours, clear explanations, and engaging lectures. Reviewers highlight that these instructors make the difficult material easier to digest and approach. ```json { "citations": [ { "instructor_name": "Alfredo Wetzel", "review_date": "2019-05-25 01:58:40 +0000 UTC", "review_id": "5c8c05fb232ee52422b77144", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2118579", "source_review_id": "UmF0aW5nLTMxOTUxNDI4", "source_url": "https://www.ratemyprofessors.com/professor/2118579", "type": "review" }, { "instructor_name": "Jean Luc Thiffeault", "review_date": "2020-12-08 20:05:54 +0000 UTC", "review_id": "0deb39e8a80368bcb597b137", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTMzOTg4NDE1", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" }, { "instructor_name": "Shubin Fu", "review_date": "2022-05-16 16:21:20 +0000 UTC", "review_id": "1bd1a535e3b623f4a580cf1b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2616322", "source_review_id": "UmF0aW5nLTM2MzQ5MzI1", "source_url": "https://www.ratemyprofessors.com/professor/2616322", "type": "review" }, { "instructor_name": "Trinh Nguyen", "review_date": "2024-04-15 02:11:02 +0000 UTC", "review_id": "b16af3e70c86253bbcf4a027", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2826174", "source_review_id": "UmF0aW5nLTM5MTcxNzQ4", "source_url": "https://www.ratemyprofessors.com/professor/2826174", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALFREDO WETZEL is recorded teaching in Spring 2017, Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" } ] } ``` ANAKEWIT BOONKASAME is recorded teaching in Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" } ] } ``` BILLY JACKSON is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` FABIAN WALEFFE is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Spring 2018, Spring 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` JEAN-LUC THIFFEAULT is recorded teaching in Spring 2012, Spring 2013, Spring 2016, Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` SEAN PAUL is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` SHUBIN FU is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ] } ``` TRINH NGUYEN is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 321", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "source_record": { "entity_id": "36ef426f-03c5-32f0-9877-6f37ad95a232", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n4", "n5", "n6" ], "condition": null, "course": null, "evidence": "(MATH 234and320), (MATH 234,319, and340), (MATH 234,319, and345), (MATH 319and341),MATH 376, or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [ "n7", "n8" ], "condition": null, "course": null, "evidence": "(MATH 234and320)", "id": "n1", "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": [ "n9", "n10", "n11" ], "condition": null, "course": null, "evidence": "(MATH 234,319, and340)", "id": "n2", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 234, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 234", "id": "n9", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 319, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "319", "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": [ "n12", "n13", "n14" ], "condition": null, "course": null, "evidence": "(MATH 234,319, and345)", "id": "n3", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 234, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 234", "id": "n12", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 319, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "319", "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": [ "n15", "n16" ], "condition": null, "course": null, "evidence": "(MATH 319and341)", "id": "n4", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 319, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 319", "id": "n15", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 341, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "341", "id": "n16", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 376, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 376", "id": "n5", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n6", "kind": "condition" } ] ``` #### notes * MATH 376 is mentioned in requirements\_text but is not present in linked\_courses; treated as a verbatim condition leaf requiring review. * The text 'MATH 234and320' lacks spaces but is parsed as an AND condition based on context. * The text 'MATH 319and341' lacks spaces but is parsed as an AND condition based on context. * The text '(MATH 234,319, and340)' and '(MATH 234,319, and345)' are parsed as AND conditions. #### root n0 #### status needs\_review ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | --------------- | ------------------- | -------------------------------- | -------------------------------- | ----------------------------- | | instructor\_12fbaacfe6e8fd7c82c7796d | enrollment | cchen594 | netid | source\_identified | Chenghuang Chen | CCHEN594\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/CHENGHUANG\_CHEN | | instructor\_feb528ee829041c9845835f2 | enrollment | stechmann | netid | source\_identified | Sam Stechmann | STECHMANN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/SAM\_STECHMANN | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:600:011647", "course_id": "MATH 321", "course_uid": "course_cd8a47c5c8808c1cc3427d87", "term_id": "1272", "source_course_id": "011647", "source_subject_id": "600", "title": "Applied Mathematical Analysis 1: Vector and Complex Calculus", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27289", "term_id": "1272", "source_section_id": "27289", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 140, "enrolled": 139, "waitlisted": 4, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27290", "term_id": "1272", "source_section_id": "27290", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 30, "waitlisted": 1, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27291", "term_id": "1272", "source_section_id": "27291", "identity_basis": "class_number", "section_number": "302", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 28, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:31345", "term_id": "1272", "source_section_id": "31345", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 32, "waitlisted": 3, "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_a03ee55e6692f3d8a103659d", "source": "madgrades", "source_instructor_id": "2600056", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FABIAN WALEFFE", "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": 116, "quality": 2.43, "difficulty": 4.83, "quality_count": 116, "difficulty_count": 116, "profile_id": "rmp:245451", "source_url": "https://www.ratemyprofessors.com/professor/245451", "match_basis": "exact_name", "observed_at": "2026-09-07 16:39:26.818770+00:00", "courses": { "course_cd8a47c5c8808c1cc3427d87": { "review_count": 58, "quality": 2.93, "difficulty": 4.81, "quality_count": 58, "difficulty_count": 58 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 3, "quality": 1.33, "difficulty": 4.67, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.610836144639205, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.435, "graded": 1415, "counts": [ 183, 117, 265, 221, 389, 178, 62 ], "sections": 44 }, "instructor_url": "/instructors/FABIAN_WALEFFE--instructor_a03ee55e6692f3d8a103659d" }, { "instructor_uid": "instructor_ba5b41fe7dad67a1d6af17a1", "source": "madgrades", "source_instructor_id": "4384632", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEAN-LUC THIFFEAULT", "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": 26, 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1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8068199058898244, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.089, "graded": 1445, "counts": [ 555, 226, 250, 121, 165, 70, 58 ], "sections": 62 }, "instructor_url": "/instructors/JEAN-LUC_THIFFEAULT--instructor_ba5b41fe7dad67a1d6af17a1" }, { "instructor_uid": "instructor_712814c8bb85500f5cced0c3", "source": "madgrades", "source_instructor_id": "3979023", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANAKEWIT BOONKASAME", "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": 64, "quality": 4.19, "difficulty": 3.41, "quality_count": 64, "difficulty_count": 64, "profile_id": "rmp:1747438", "source_url": "https://www.ratemyprofessors.com/professor/1747438", "match_basis": "exact_name", "observed_at": "2026-09-07 16:55:47.197067+00:00", "courses": { "course_9b0dc1865ea603eb0083bc33": { "review_count": 9, "quality": 4, "difficulty": 3.44, "quality_count": 9, "difficulty_count": 9 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_cd8a47c5c8808c1cc3427d87": { "review_count": 4, "quality": 4.25, "difficulty": 4, "quality_count": 4, "difficulty_count": 4 }, "course_8634dde81cc95f6c58014087": { "review_count": 39, "quality": 4.36, "difficulty": 3.26, "quality_count": 39, "difficulty_count": 39 } }, "bayesian_quality": 4.063734710368237, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.917, "graded": 1852, "counts": [ 443, 305, 478, 206, 256, 102, 62 ], "sections": 10 }, "instructor_url": "/instructors/ANAKEWIT_BOONKASAME--instructor_712814c8bb85500f5cced0c3" }, { "instructor_uid": "instructor_259cbc796505b31015b86e7c", "source": "madgrades", "source_instructor_id": "4593551", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALFREDO WETZEL", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 14, "quality": 4.36, "difficulty": 4.29, "quality_count": 14, "difficulty_count": 14, "profile_id": "rmp:2118579", "source_url": "https://www.ratemyprofessors.com/professor/2118579", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:43.683384+00:00", "courses": { "course_fa53f4954bab469b5d4c4fe3": { "review_count": 2, "quality": 3, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_cd8a47c5c8808c1cc3427d87": { "review_count": 10, "quality": 4.5, "difficulty": 4.4, "quality_count": 10, "difficulty_count": 10 }, "course_0002a781bc9543f3a2ac1a94": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_1f8e8903c7761a5fe852a4bc": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.9480504609097626, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.815, "graded": 522, "counts": [ 107, 95, 96, 90, 82, 32, 20 ], "sections": 6 }, "instructor_url": "/instructors/ALFREDO_WETZEL" }, { "instructor_uid": "instructor_71ddaae5584c48a92776847b", "source": "madgrades", "source_instructor_id": "6313202", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SHUBIN FU", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 2.43, "difficulty": 3.5, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:2616322", "source_url": "https://www.ratemyprofessors.com/professor/2616322", "match_basis": "exact_name", "observed_at": "2026-09-07 16:05:40.791944+00:00", "courses": { "course_cd8a47c5c8808c1cc3427d87": { "review_count": 1, "quality": 4, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_9b0dc1865ea603eb0083bc33": { "review_count": 21, "quality": 2.71, "difficulty": 3.43, "quality_count": 21, "difficulty_count": 21 }, "course_0002a781bc9543f3a2ac1a94": { "review_count": 5, "quality": 1, "difficulty": 3.4, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 2.9423690764777484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.059, "graded": 479, "counts": [ 190, 46, 92, 53, 58, 20, 20 ], "sections": 3 }, "instructor_url": "/instructors/SHUBIN_FU" }, { "instructor_uid": "instructor_0273572b6775561fe2d20673", "source": "madgrades", "source_instructor_id": "6400032", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BILLY JACKSON", "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": 55, "quality": 2.4, "difficulty": 3.87, "quality_count": 55, "difficulty_count": 55, "profile_id": "rmp:2733332", "source_url": "https://www.ratemyprofessors.com/professor/2733332", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:46.020361+00:00", "courses": { "course_cd8a47c5c8808c1cc3427d87": { "review_count": 8, "quality": 2.88, "difficulty": 3.12, "quality_count": 8, "difficulty_count": 8 }, "course_3464c11254a81dbe86277318": { "review_count": 23, "quality": 1.87, "difficulty": 4.26, "quality_count": 23, "difficulty_count": 23 }, "course_9a1a7bf1933981bcbaca47ac": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_3c64a84a8de25196b895fe0d": { "review_count": 18, "quality": 2.72, "difficulty": 3.94, "quality_count": 18, "difficulty_count": 18 }, "course_65e8e94bbd9a434f7539af0a": { "review_count": 5, "quality": 2.8, "difficulty": 3, 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"instructor_eb98a96c05ac474b321e9170", "source": "madgrades", "source_instructor_id": "4170482", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SEAN PAUL", "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": 242, "quality": 1.73, "difficulty": 4.28, "quality_count": 242, "difficulty_count": 242, "profile_id": "rmp:1029779", "source_url": "https://www.ratemyprofessors.com/professor/1029779", "match_basis": "exact_name", "observed_at": "2026-09-07 16:06:34.601176+00:00", "courses": { "course_cd8a47c5c8808c1cc3427d87": { "review_count": 24, "quality": 1.38, "difficulty": 4.67, "quality_count": 24, "difficulty_count": 24 }, "course_26e66d6ac87698124a229853": { "review_count": 3, "quality": 1, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "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 }, "grade_statistics": { "gpa": 2.947, "graded": 3104, "counts": [ 878, 355, 749, 367, 532, 165, 58 ], "sections": 58 }, "instructor_url": "/instructors/SEAN_PAUL--instructor_eb98a96c05ac474b321e9170" }, { "instructor_uid": "instructor_12fbaacfe6e8fd7c82c7796d", "source": "enrollment", "source_instructor_id": "cchen594", "identity_basis": "netid", "identity_status": "source_identified", "name": "Chenghuang Chen", "email": "CCHEN594@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/CHENGHUANG_CHEN" }, { "instructor_uid": "instructor_feb528ee829041c9845835f2", "source": "enrollment", "source_instructor_id": "stechmann", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sam Stechmann", "email": "STECHMANN@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/SAM_STECHMANN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 321", "course_uid": "course_cd8a47c5c8808c1cc3427d87", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "Fabian Waleffe" ], "a": 5, "ab": 2, "b": 7, "bc": 8, "c": 9, "d": 1, "f": 5, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "MATH 321" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 321", "course_uid": "course_cd8a47c5c8808c1cc3427d87", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "Fabian Waleffe" ], "a": 3, "ab": 4, "b": 7, "bc": 2, "c": 2, "d": 6, "f": 3, "satisfactory": 1, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 29, "source_aliases": [ "MATH 321" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 321", "course_uid": "course_cd8a47c5c8808c1cc3427d87", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Fabian Waleffe" ], "a": 4, "ab": 4, "b": 10, "bc": 6, "c": 15, "d": 3, "f": 6, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 49, "source_aliases": [ "MATH 321" ] }, { "run_id": 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"term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Fabian Waleffe" ], "a": 7, "ab": 4, "b": 10, "bc": 12, "c": 18, "d": 4, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 55, "source_aliases": [ "MATH 321" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 321", "course_uid": "course_cd8a47c5c8808c1cc3427d87", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Sean Paul" ], "a": 4, "ab": 3, "b": 4, "bc": 33, "c": 30, "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": 76, "source_aliases": [ "MATH 321" ] } ] ``` ### statistics #### gpa 2.521 #### graded 2196 #### counts * 320 * 238 * 385 * 376 * 548 * 233 * 96 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_cd8a47c5c8808c1cc3427d87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_cd8a47c5c8808c1cc3427d87-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_cd8a47c5c8808c1cc3427d87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_cd8a47c5c8808c1cc3427d87-0.json) * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_cd8a47c5c8808c1cc3427d87-1.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_cd8a47c5c8808c1cc3427d87-1.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_cd8a47c5c8808c1cc3427d87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_cd8a47c5c8808c1cc3427d87-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_cd8a47c5c8808c1cc3427d87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_cd8a47c5c8808c1cc3427d87-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_cd8a47c5c8808c1cc3427d87-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_cd8a47c5c8808c1cc3427d87-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 2.5214025500910755 #### count 2196 #### university ##### size 5784 ##### gpa Percentile 0 ##### count Percentile 92 ##### median Count 240.5 ##### 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 | 12 | true | | 2.8–3.2 | 363 | false | | 3.2–3.6 | 1576 | false | | 3.6–4.0 | 3833 | false | #### departments ```json [ { "subject": "MATH", "comparison": { "size": 136, "gpaPercentile": 0, "countPercentile": 84, "medianCount": 272.5, "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": true }, { "range": "2.8–3.2", "count": 33, "current": false }, { "range": "3.2–3.6", "count": 25, "current": false }, { "range": "3.6–4.0", "count": 74, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 2.3513513513513513 ##### count 37 ##### university ###### size 723 ###### gpa Percentile 0 ###### count Percentile 16 ###### 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 | true | | 2.4–2.8 | 62 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | false | | 3.6–4.0 | 180 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 21, "gpaPercentile": 0, "countPercentile": 5, "medianCount": 115, "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": true }, { "range": "2.4–2.8", "count": 10, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1074 ##### term 1074 ##### gpa 2.2962962962962963 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1082 ##### term 1082 ##### gpa 2.25 ##### count 48 ##### university ###### size 723 ###### gpa Percentile 0 ###### count Percentile 31 ###### 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 | true | | 2.4–2.8 | 51 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 20, "gpaPercentile": 0, "countPercentile": 11, "medianCount": 122, "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": true }, { "range": "2.4–2.8", "count": 9, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1084 ##### term 1084 ##### gpa 2.5 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1092 ##### term 1092 ##### gpa 2.1794871794871793 ##### count 39 ##### university ###### size 732 ###### gpa Percentile 0 ###### count Percentile 17 ###### 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 | true | | 2.4–2.8 | 41 | false | | 2.8–3.2 | 208 | false | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 22, "gpaPercentile": 0, "countPercentile": 10, "medianCount": 131, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": true }, { "range": "2.4–2.8", "count": 9, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1094 ##### term 1094 ##### gpa 2.607142857142857 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1102 ##### term 1102 ##### gpa 2.295918367346939 ##### count 49 ##### university ###### size 774 ###### gpa Percentile 0 ###### count Percentile 34 ###### 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 | 1 | false | | 2.0–2.4 | 1 | true | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | false | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 27, "gpaPercentile": 0, "countPercentile": 31, "medianCount": 76, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": true }, { "range": "2.4–2.8", "count": 8, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1104 ##### term 1104 ##### gpa 2.375 ##### count 36 ##### university ###### size 793 ###### gpa Percentile 0 ###### count Percentile 14 ###### 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 | 4 | true | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 205 | false | | 3.2–3.6 | 294 | false | | 3.6–4.0 | 241 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 23, "gpaPercentile": 5, "countPercentile": 18, "medianCount": 98, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 3, "current": true }, { "range": "2.4–2.8", "count": 6, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1112 ##### term 1112 ##### gpa 2.2818181818181817 ##### count 55 ##### university ###### size 805 ###### gpa Percentile 0 ###### count Percentile 40 ###### 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 | 1 | true | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 26, "gpaPercentile": 0, "countPercentile": 28, "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": 1, "current": true }, { "range": "2.4–2.8", "count": 7, "current": false }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 1, "current": false } ] } } ] ``` #### 1114 ##### term 1114 ##### gpa 2.4705882352941178 ##### count 34 ##### university ###### size 804 ###### gpa Percentile 0 ###### count Percentile 9 ###### 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 | 53 | true | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 26, "gpaPercentile": 8, "countPercentile": 8, "medianCount": 83.5, "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": 8, "current": true }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 2.192857142857143 ##### count 70 ##### university ###### size 804 ###### gpa Percentile 0 ###### count Percentile 50 ###### 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 | 3 | true | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 27, "gpaPercentile": 0, "countPercentile": 42, "medianCount": 103, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": true }, { "range": "2.4–2.8", "count": 9, "current": false }, { "range": "2.8–3.2", "count": 14, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1124 ##### term 1124 ##### gpa 2.715686274509804 ##### count 51 ##### university ###### size 821 ###### gpa Percentile 3 ###### count Percentile 37 ###### 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 | 39 | true | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | false | | 3.6–4.0 | 280 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 28, "gpaPercentile": 33, "countPercentile": 33, "medianCount": 75, "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": 11, "current": true }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1132 ##### term 1132 ##### gpa 2.2884615384615383 ##### count 52 ##### university ###### size 851 ###### gpa Percentile 0 ###### count Percentile 39 ###### 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 | true | | 2.4–2.8 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 25, "gpaPercentile": 0, "countPercentile": 21, "medianCount": 108, "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": true }, { "range": "2.4–2.8", "count": 5, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 2.596774193548387 ##### count 62 ##### university ###### size 852 ###### gpa Percentile 1 ###### count Percentile 46 ###### 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 | 30 | true | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 26, "gpaPercentile": 8, "countPercentile": 40, "medianCount": 83.5, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 3, "current": true }, { "range": "2.8–3.2", "count": 19, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 0, "current": false } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 2.3 ##### count 55 ##### university ###### size 853 ###### gpa Percentile 0 ###### count Percentile 40 ###### 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 | true | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 31, "gpaPercentile": 3, "countPercentile": 40, "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": true }, { "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": false }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 2.65 ##### count 50 ##### university ###### size 878 ###### gpa Percentile 1 ###### count Percentile 34 ###### 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 | 4 | false | | 2.4–2.8 | 30 | true | | 2.8–3.2 | 243 | false | | 3.2–3.6 | 302 | false | | 3.6–4.0 | 299 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 30, "gpaPercentile": 10, "countPercentile": 28, "medianCount": 79, "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": 6, "current": true }, { "range": "2.8–3.2", "count": 19, "current": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 2.119047619047619 ##### count 42 ##### university ###### size 918 ###### gpa Percentile 0 ###### count Percentile 23 ###### median Count 65 ###### 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 | true | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 34, "gpaPercentile": 0, "countPercentile": 15, "medianCount": 82, "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": true }, { "range": "2.4–2.8", "count": 5, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 2.658536585365854 ##### count 41 ##### university ###### size 935 ###### gpa Percentile 2 ###### count Percentile 22 ###### median Count 63 ###### 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 | 38 | true | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 33, "gpaPercentile": 13, "countPercentile": 22, "medianCount": 69, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 10, "current": true }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 2.4 ##### count 60 ##### university ###### size 954 ###### gpa Percentile 0 ###### count Percentile 46 ###### median Count 64.5 ###### 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 | true | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 36, "gpaPercentile": 0, "countPercentile": 43, "medianCount": 74.5, "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": 1, "current": true }, { "range": "2.4–2.8", "count": 3, "current": false }, { "range": "2.8–3.2", "count": 20, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 2.8109756097560976 ##### count 82 ##### university ###### size 965 ###### gpa Percentile 5 ###### count Percentile 61 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 32, "gpaPercentile": 42, "countPercentile": 45, "medianCount": 83, "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": 10, "current": false }, { "range": "2.8–3.2", "count": 12, "current": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 2.5161290322580645 ##### count 62 ##### university ###### size 991 ###### gpa Percentile 0 ###### count Percentile 45 ###### 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 | true | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 36, "gpaPercentile": 0, "countPercentile": 40, "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": true }, { "range": "2.8–3.2", "count": 21, "current": false }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 2.602409638554217 ##### count 83 ##### university ###### size 955 ###### gpa Percentile 1 ###### count Percentile 57 ###### 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 | 29 | true | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 32, "gpaPercentile": 6, "countPercentile": 48, "medianCount": 89, "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": 9, "current": true }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 2.5434782608695654 ##### count 69 ##### university ###### size 1025 ###### gpa Percentile 0 ###### count Percentile 49 ###### 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": 0, "countPercentile": 37, "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 } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 2.316666666666667 ##### count 60 ##### university ###### size 1010 ###### gpa Percentile 0 ###### count Percentile 45 ###### 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 | true | | 2.4–2.8 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 36, "gpaPercentile": 0, "countPercentile": 37, "medianCount": 83.5, "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": 1, "current": true }, { "range": "2.4–2.8", "count": 7, "current": false }, { "range": "2.8–3.2", "count": 18, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 2.515463917525773 ##### count 97 ##### university ###### size 1077 ###### gpa Percentile 0 ###### count Percentile 67 ###### 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 | true | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 0, "countPercentile": 47, "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": true }, { "range": "2.8–3.2", "count": 24, "current": false }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 2.759493670886076 ##### count 79 ##### university ###### size 1040 ###### gpa Percentile 1 ###### count Percentile 58 ###### 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 | 23 | true | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 38, "gpaPercentile": 14, "countPercentile": 54, "medianCount": 71.5, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 6, "current": true }, { "range": "2.8–3.2", "count": 18, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 2.7010309278350517 ##### count 97 ##### university ###### size 1102 ###### gpa Percentile 0 ###### count Percentile 66 ###### 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 | true | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 40, "gpaPercentile": 3, "countPercentile": 51, "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": true }, { "range": "2.8–3.2", "count": 24, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 2.0526315789473686 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1212 ##### term 1212 ##### gpa 2.9565217391304346 ##### count 69 ##### university ###### size 1111 ###### gpa Percentile 3 ###### count Percentile 50 ###### 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 | true | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 41, "gpaPercentile": 18, "countPercentile": 40, "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": true }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 2.0526315789473686 ##### count 57 ##### university ###### size 1157 ###### gpa Percentile 0 ###### count Percentile 44 ###### 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 | true | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 0, "countPercentile": 42, "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": true }, { "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": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.3220338983050848 ##### count 59 ##### university ###### size 1171 ###### gpa Percentile 24 ###### count Percentile 45 ###### 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 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | true | | 3.6–4.0 | 616 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 34, "gpaPercentile": 70, "countPercentile": 27, "medianCount": 87.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 2, "current": false }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 2.308333333333333 ##### count 60 ##### university ###### size 1216 ###### gpa Percentile 0 ###### count Percentile 45 ###### 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 | true | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 0, "countPercentile": 45, "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": true }, { "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": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 2.6018518518518516 ##### count 54 ##### university ###### size 1188 ###### gpa Percentile 1 ###### count Percentile 40 ###### median Count 65 ###### 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 | 3 | false | | 2.4–2.8 | 17 | true | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 41, "gpaPercentile": 13, "countPercentile": 43, "medianCount": 67, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 2, "current": false }, { "range": "2.4–2.8", "count": 5, "current": true }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 2.135593220338983 ##### count 59 ##### university ###### size 1295 ###### gpa Percentile 0 ###### count Percentile 44 ###### 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 | true | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 0, "countPercentile": 40, "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": true }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 17, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.2142857142857144 ##### count 77 ##### university ###### size 1241 ###### gpa Percentile 14 ###### count Percentile 58 ###### median Count 65 ###### 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 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | true | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 62, "countPercentile": 55, "medianCount": 68, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 2, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 20, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 2.517857142857143 ##### count 56 ##### university ###### size 1333 ###### gpa Percentile 0 ###### count Percentile 40 ###### 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 | true | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 0, "countPercentile": 33, "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": true }, { "range": "2.8–3.2", "count": 20, "current": false }, { "range": "3.2–3.6", "count": 16, "current": false }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 2.513333333333333 ##### count 75 ##### university ###### size 1289 ###### gpa Percentile 0 ###### count Percentile 55 ###### 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 | 0 | false | | 2.4–2.8 | 17 | true | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 5, "countPercentile": 42, "medianCount": 89, "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": 6, "current": true }, { "range": "2.8–3.2", "count": 16, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 2.581818181818182 ##### count 55 ##### university ###### size 1320 ###### gpa Percentile 0 ###### count Percentile 37 ###### 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 | true | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 0, "countPercentile": 31, "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": true }, { "range": "2.8–3.2", "count": 18, "current": false }, { "range": "3.2–3.6", "count": 16, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 2.4078947368421053 ##### count 76 ##### university ###### size 1283 ###### gpa Percentile 0 ###### count Percentile 56 ###### 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 | 1 | false | | 2.4–2.8 | 20 | true | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 42, "gpaPercentile": 2, "countPercentile": 49, "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": 7, "current": true }, { "range": "2.8–3.2", "count": 17, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5784 ###### gpa 3.6736255573368366 ###### top Share 82.68719706118685 ###### count 240.5 ##### MATH ###### size 136 ###### gpa 3.5494544646749766 ###### top Share 75.15568951719919 ###### count 272.5 #### 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 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### MATH ###### size 17 ###### gpa 2.821339129045922 ###### top Share 38.66654769268061 ###### count 133 ##### 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 ##### 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 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### MATH ###### size 19 ###### gpa 2.861322177541941 ###### top Share 40.26350030907326 ###### count 108 ##### 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 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### MATH ###### size 23 ###### gpa 2.9531575824731964 ###### top Share 43.549837152646596 ###### count 98 ##### 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 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### MATH ###### size 26 ###### gpa 2.9090822348911582 ###### top Share 41.14706210117883 ###### count 83.5 ##### 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 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### MATH ###### size 28 ###### gpa 2.9109864595893504 ###### top Share 42.40580272314707 ###### count 75 ##### 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 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### MATH ###### size 26 ###### gpa 2.938004331770204 ###### top Share 42.318323348030226 ###### count 83.5 ##### 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 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### MATH ###### size 30 ###### gpa 2.926152797086596 ###### top Share 42.17363619414386 ###### count 79 ##### 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 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### MATH ###### size 33 ###### gpa 2.9834698949629033 ###### top Share 46.71989715257013 ###### count 69 ##### 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 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### MATH ###### size 32 ###### gpa 2.995223360849456 ###### top Share 46.38098813836469 ###### count 83 ##### 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 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### MATH ###### size 32 ###### gpa 2.992971960864239 ###### top Share 44.393513280464695 ###### count 89 ##### 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 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### MATH ###### size 36 ###### gpa 3.0650838986714333 ###### top Share 47.42689290604571 ###### count 83.5 ##### 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 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### MATH ###### size 38 ###### gpa 3.133406260873163 ###### top Share 53.17595010634325 ###### count 71.5 ##### 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 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###### gpa 3.185692541204979 ###### top Share 54.14175342403773 ###### count 74 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### MATH ###### size 39 ###### gpa 3.180435541912479 ###### top Share 53.878371816747475 ###### count 89 ##### 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 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### MATH ###### size 42 ###### gpa 3.13598176627681 ###### top Share 52.25969905887213 ###### count 80 ## instructor Trends ```json [ { "uid": "instructor_a03ee55e6692f3d8a103659d", "name": "FABIAN WALEFFE", "count": 1219, "terms": [ { "term": "1072", "count": 37, "sections": 1, "gpa": 2.3513513513513513 }, { "term": "1074", "count": 27, "sections": 1, "gpa": 2.2962962962962963 }, { "term": "1082", "count": 48, "sections": 1, "gpa": 2.25 }, { "term": "1084", "count": 15, "sections": 1, "gpa": 2.5 }, { "term": "1092", "count": 39, "sections": 1, "gpa": 2.1794871794871793 }, { "term": "1094", "count": 28, "sections": 1, "gpa": 2.607142857142857 }, { "term": "1102", "count": 49, "sections": 1, "gpa": 2.295918367346939 }, { "term": "1104", "count": 36, "sections": 1, "gpa": 2.375 }, { "term": "1112", "count": 55, "sections": 1, "gpa": 2.2818181818181817 }, { "term": "1114", "count": 34, "sections": 1, "gpa": 2.4705882352941178 }, { "term": "1122", "count": 70, "sections": 1, "gpa": 2.192857142857143 }, { "term": "1132", "count": 52, "sections": 1, "gpa": 2.2884615384615383 }, { "term": "1142", "count": 55, "sections": 1, "gpa": 2.3 }, { "term": "1152", "count": 42, "sections": 1, "gpa": 2.119047619047619 }, { "term": "1162", "count": 60, "sections": 1, "gpa": 2.4 }, { "term": "1172", "count": 62, "sections": 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1, "gpa": 2.8109756097560976 }, { "term": "1202", "count": 97, "sections": 1, "gpa": 2.7010309278350517 }, { "term": "1212", "count": 69, "sections": 1, "gpa": 2.9565217391304346 } ] }, { "uid": "instructor_259cbc796505b31015b86e7c", "name": "ALFREDO WETZEL", "count": 259, "terms": [ { "term": "1174", "count": 83, "sections": 1, "gpa": 2.602409638554217 }, { "term": "1192", "count": 97, "sections": 1, "gpa": 2.515463917525773 }, { "term": "1194", "count": 79, "sections": 1, "gpa": 2.759493670886076 } ] }, { "uid": "instructor_712814c8bb85500f5cced0c3", "name": "ANAKEWIT BOONKASAME", "count": 91, "terms": [ { "term": "1144", "count": 50, "sections": 1, "gpa": 2.65 }, { "term": "1154", "count": 41, "sections": 1, "gpa": 2.658536585365854 } ] }, { "uid": "instructor_cbeaaaae9174601dfb9e89f4", "name": "TRINH NGUYEN", "count": 77, "terms": [ { "term": "1244", "count": 77, "sections": 1, "gpa": 3.2142857142857144 } ] }, { "uid": "instructor_eb98a96c05ac474b321e9170", "name": "SEAN PAUL", "count": 76, "terms": [ { "term": "1264", "count": 76, "sections": 1, "gpa": 2.4078947368421053 } ] }, { "uid": "instructor_71ddaae5584c48a92776847b", "name": "SHUBIN FU", "count": 59, "terms": [ { "term": "1224", "count": 59, "sections": 1, "gpa": 3.3220338983050848 } ] }, { "uid": "instructor_0273572b6775561fe2d20673", "name": "BILLY JACKSON", "count": 54, "terms": [ { "term": "1234", "count": 54, "sections": 1, "gpa": 2.6018518518518516 } ] } ] ``` ## following | code | title | | ----------- | ----------------------------------------------------------------------- | | EMA 421 | AERODYNAMICS | | EMA/EP 547 | ENGINEERING ANALYSIS I | | MATH 322 | APPLIED MATHEMATICAL ANALYSIS 2: PARTIAL DIFFERENTIAL EQUATIONS | | MATH 623 | COMPLEX ANALYSIS | | NE 405 | NUCLEAR REACTOR THEORY | | PHYSICS 311 | MECHANICS | | PHYSICS 322 | ELECTROMAGNETIC FIELDS | | STAT 451 | INTRODUCTION TO MACHINE LEARNING AND STATISTICAL PATTERN CLASSIFICATION | | STAT 453 | INTRODUCTION TO DEEP LEARNING AND GENERATIVE MODELS | ## projection ### target 1272 ### interval #### lower 1.73 #### upper 3.02 #### coverage 80 #### terms 8 ### gpa 2.37550812664337 ### grades | grade | percentage | | ----- | ------------------ | | A | 10.363473009144052 | | AB | 9.064093195794637 | | B | 16.43546530465847 | | BC | 15.494643124555557 | | C | 31.50932099457524 | | D | 13.310948727964792 | | F | 3.8220556433072375 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 287 ### same Season true ### historical Range * 2.052631578947368 * 2.5818181818181816 ### backtest #### terms 8 #### gpa Error 0.28632091302897955 #### mix Error 18.745078295626186