# MATH 96: Preparatory Algebra | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MATH_96) ## 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 0a85ae7051eb13ee82493039ef8f7f36217e0e6e1a636e440f4d510545ebd4ee ### course id MATH 96 ### course uid course\_d50f100f2b6a26994da36e3f ### catalog version id 54e802f24987d4f80809d3b0806c8bdb97836d2678600fd038d8e08d0c9c4082 ### course number 96 ### subjects * MATH ### title PREPARATORY ALGEBRA ### description Covers the necessary mathematical tools needed to succeed in our algebra course and provides fundamental mathematical skills. Topics include real numbers, linear equations and inequalities, integral and fractional exponents, polynomials and their arithmetic, polynomial equations and equations with fractional exponents, the quadratic formula and completing the square, systems of two linear equations, graphing, and problem solving using algebra and graphs. All students must pass an assessment on basic mathematical skills to complete the course. The course does not count for degree credit. ### requirements text Placement intoMATH 96 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:600:024585 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id f53c7362b1bd8f9b0760959b77bbc0822525cf2adc825b81d51ea2c2a8f0c7ec ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PREPARATORY ALGEBRA covers necessary mathematical tools and fundamental skills for success in algebra. ### llm topics * Real numbers, linear equations, inequalities, and exponents * Polynomials and their arithmetic * Quadratic formula and completing the square * Systems of linear equations and graphing ### llm skills * Fundamental mathematical skills * Problem solving using algebra and graphs ### llm assumed background None recorded. ### llm search phrases * preparatory algebra * MATH 96 prerequisites * basic math skills assessment * algebra readiness test ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash ef4d0ad3878568fbf15608337109237ae3d56401665afbb9ffd66fa3597bbca5 #### course id MATH 96 #### current instructors ```json [ { "instructor_uid": "instructor_0cb802c31df94c0cd00de8b2", "message": "No course-specific reviews available", "name": "Ali Aligholi", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_d9c856084a1e4b5c6717a38b", "message": "No course-specific reviews available", "name": "Awildo Gutierrez", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_c18bf38b5c60e2fa76d6fafb", "message": "No course-specific reviews available", "name": "Eshaan Bhansali", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_3d9153f2e7e9f2eb1e676403", "message": "No course-specific reviews available", "name": "Hieu Nguyen", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_00f2ba366c62bbcaa751e191", "message": "No course-specific reviews available", "name": "Jia Hao Tan", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 2.79 GPA, 34.1% A/AB (n=41 letter grades); Fall 2025: 3.16 GPA, 52.7% A/AB (n=55 letter grades)." } ] }, { "instructor_uid": "instructor_d64373cb988c2ba3d9f54d46", "message": "No course-specific reviews available", "name": "Ohhoon Kwon", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_e367b2cd20bda57d0cd50db6", "message": "No course-specific reviews available", "name": "Rachel Heikkinen", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_e68c879a0e7d47f4c7fdac7e", "message": "No course-specific reviews available", "name": "Ryan Tamura", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 18, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 2.71 GPA, 42.9% A/AB (n=42 letter grades); Fall 2025: 2.99 GPA, 53.7% A/AB (n=54 letter grades)." } ] }, { "instructor_uid": "instructor_70937914bd651203f08978c2", "message": "No course-specific reviews available", "name": "Zaidan Wu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2923961", "summary": [] }, { "instructor_uid": "instructor_faebd30a7508082c15e9b8b0", "message": "No course-specific reviews available", "name": "Zihao Sun", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload One historical review rated the difficulty as very low, suggesting minimal effort was required. ```json { "citations": [ { "instructor_name": "Chaojie Yuan", "review_date": "2018-09-10 09:55:02 +0000 UTC", "review_id": "e917c6bde5a413330645a994", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2402238", "source_review_id": "UmF0aW5nLTMwNDkxNjQ2", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Chaojie Yuan describe him as kind and helpful, offering extensions and ensuring student understanding. However, one reviewer noted his accent could initially make lectures difficult to follow, though this improved over time. ```json { "citations": [ { "instructor_name": "Chaojie Yuan", "review_date": "2018-09-10 09:55:02 +0000 UTC", "review_id": "e917c6bde5a413330645a994", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2402238", "source_review_id": "UmF0aW5nLTMwNDkxNjQ2", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "type": "review" }, { "instructor_name": "Chaojie Yuan", "review_date": "2018-12-19 20:39:29 +0000 UTC", "review_id": "b022c7d754135df55730319c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2402238", "source_review_id": "UmF0aW5nLTMxMTAzODU2", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Chaojie Yuan describe the course as easy and the instructor as kind and accommodating, though his accent can initially hinder clarity. ```json { "citations": [ { "instructor_name": "Chaojie Yuan", "review_date": "2018-09-10 09:55:02 +0000 UTC", "review_id": "e917c6bde5a413330645a994", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2402238", "source_review_id": "UmF0aW5nLTMwNDkxNjQ2", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "type": "review" }, { "instructor_name": "Chaojie Yuan", "review_date": "2018-12-19 20:39:29 +0000 UTC", "review_id": "b022c7d754135df55730319c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2402238", "source_review_id": "UmF0aW5nLTMxMTAzODU2", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 2.47 GPA, 30.4% A/AB (n=92 letter grades); Fall 2025: 2.96 GPA, 47.2% A/AB (n=684 letter grades); Spring 2026: 2.59 GPA, 31.9% A/AB (n=72 letter grades). ```json { "citations": [ { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Chaojie Yuan: Students appreciated the instructor's willingness to provide extensions and ensure understanding, despite occasional difficulties with his accent. ```json { "citations": [ { "instructor_name": "Chaojie Yuan", "review_date": "2018-12-19 20:39:29 +0000 UTC", "review_id": "b022c7d754135df55730319c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2402238", "source_review_id": "UmF0aW5nLTMxMTAzODU2", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CHAOJIE YUAN is recorded teaching in Fall 2018. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" } ] } ``` JIA HAO TAN is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` RYAN TAMURA is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 18, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MATH 96", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "source_record": { "entity_id": "5d74a1e4-7ee9-351c-ab73-a8bcdd84a334", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Placement intoMATH 96", "course": null, "evidence": "Placement intoMATH 96", "id": "n0", "kind": "condition" } ] ``` #### notes * The phrase 'Placement intoMATH 96' is ambiguous and likely contains a typo (missing space). It is unclear if this refers to a specific placement test score, a prerequisite course, or consent. The canonical identity of 'Placement intoMATH 96 #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_0cb802c31df94c0cd00de8b2", "source": "enrollment", "source_instructor_id": "aligholi", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ali Aligholi", "email": "ALIGHOLI@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/ALI_ALIGHOLI" }, { "instructor_uid": "instructor_d9c856084a1e4b5c6717a38b", "source": "enrollment", "source_instructor_id": "gutierrez24", "identity_basis": "netid", "identity_status": "source_identified", "name": "Awildo Gutierrez", "email": "AWILDO.GUTIERREZ@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/AWILDO_GUTIERREZ" }, { "instructor_uid": "instructor_c18bf38b5c60e2fa76d6fafb", "source": "enrollment", "source_instructor_id": "ebhansali", "identity_basis": "netid", "identity_status": "source_identified", "name": "Eshaan Bhansali", "email": "EBHANSALI@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/ESHAAN_BHANSALI" }, { "instructor_uid": "instructor_3d9153f2e7e9f2eb1e676403", "source": "enrollment", "source_instructor_id": "htnguyen34", "identity_basis": "netid", "identity_status": "source_identified", "name": "Hieu Nguyen", "email": "HTNGUYEN34@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/HIEU_NGUYEN" }, { "instructor_uid": "instructor_00f2ba366c62bbcaa751e191", "source": "enrollment", "source_instructor_id": "jtan84", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jia Hao Tan", "email": "JTAN84@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/JIA_HAO_TAN" }, { "instructor_uid": "instructor_d64373cb988c2ba3d9f54d46", "source": "enrollment", "source_instructor_id": "okwon9", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ohhoon Kwon", "email": "KWON@MATH.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/OHHOON_KWON" }, { "instructor_uid": "instructor_e367b2cd20bda57d0cd50db6", "source": "enrollment", "source_instructor_id": "rheikkinen", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rachel Heikkinen", "email": "RHEIKKINEN@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/RACHEL_HEIKKINEN" }, { "instructor_uid": "instructor_e68c879a0e7d47f4c7fdac7e", "source": "enrollment", "source_instructor_id": "rtamura2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ryan Tamura", "email": "RTAMURA2@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/RYAN_TAMURA" }, { "instructor_uid": "instructor_70937914bd651203f08978c2", "source": "enrollment", "source_instructor_id": "zwu432", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zaidan Wu", "email": "ZWU432@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 2.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2923961", "source_url": "https://www.ratemyprofessors.com/professor/2923961", "match_basis": "exact_name", "observed_at": "2026-09-07 15:56:09.365368+00:00", "courses": { "course_dcdb624e3fb8cbaf9a557ab9": { "review_count": 3, "quality": 2.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.4862485074318217, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ZAIDAN_WU" }, { "instructor_uid": "instructor_faebd30a7508082c15e9b8b0", "source": "enrollment", "source_instructor_id": "zsun333", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zihao Sun", "email": "ZSUN333@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/ZIHAO_SUN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:600:024585", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1272", "source_course_id": "024585", "source_subject_id": "600", "title": "Preparatory Algebra", "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:1272:19288", "term_id": "1272", "source_section_id": "19288", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 38, "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:1272:19289", "term_id": "1272", "source_section_id": "19289", "identity_basis": "class_number", "section_number": "004", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 52, "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:1272:20774", "term_id": "1272", "source_section_id": "20774", "identity_basis": "class_number", "section_number": "006", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 50, "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:1272:22599", "term_id": "1272", "source_section_id": "22599", "identity_basis": "class_number", "section_number": "008", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 52, "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:1272:26535", "term_id": "1272", "source_section_id": "26535", "identity_basis": "class_number", "section_number": "010", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 50, "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:1272:28283", "term_id": "1272", "source_section_id": "28283", "identity_basis": "class_number", "section_number": "013", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 31, "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:1272:29087", "term_id": "1272", "source_section_id": "29087", "identity_basis": "class_number", "section_number": "009", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 45, "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:1272:29088", "term_id": "1272", "source_section_id": "29088", "identity_basis": "class_number", "section_number": "011", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 42, "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:1272:30285", "term_id": "1272", "source_section_id": "30285", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 47, "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:1272:30754", "term_id": "1272", "source_section_id": "30754", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 52, "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:1272:30755", "term_id": "1272", "source_section_id": "30755", "identity_basis": "class_number", "section_number": "005", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 57, "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:1272:30756", "term_id": "1272", "source_section_id": "30756", "identity_basis": "class_number", "section_number": "007", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 53, "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:1272:30757", "term_id": "1272", "source_section_id": "30757", "identity_basis": "class_number", "section_number": "012", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 50, "enrolled": 34, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_579d5b4f9ba5121b8093add3", "source": "madgrades", "source_instructor_id": "5908375", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZONGSHEN WU", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.972, "graded": 54, "counts": [ 17, 6, 11, 9, 7, 2, 2 ], "sections": 2 }, "instructor_url": "/instructors/ZONGSHEN_WU" }, { "instructor_uid": "instructor_b735967ec14242dac7410f8a", "source": "madgrades", "source_instructor_id": "5862512", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUGALI GULLAPALLI", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.188, "graded": 24, "counts": [ 9, 5, 2, 6, 1, 0, 1 ], "sections": 1 }, "instructor_url": "/instructors/YUGALI_GULLAPALLI" }, { "instructor_uid": "instructor_d82d6f5bab3029ebbdfcf0a6", "source": "madgrades", "source_instructor_id": "5052434", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TASNIA TABASSUM", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.36, "graded": 50, "counts": [ 20, 12, 11, 2, 4, 0, 1 ], "sections": 2 }, "instructor_url": "/instructors/TASNIA_TABASSUM--instructor_d82d6f5bab3029ebbdfcf0a6" }, { "instructor_uid": "instructor_1298f1293fb6711365c394f8", "source": "madgrades", "source_instructor_id": "5915562", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BHASKAR PUGGAL", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.727, "graded": 220, "counts": [ 32, 23, 73, 17, 59, 12, 4 ], "sections": 3 }, "instructor_url": "/instructors/BHASKAR_PUGGAL" }, { "instructor_uid": "instructor_264804abb7b3f239720328ef", "source": "madgrades", "source_instructor_id": "5015791", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL POWERS", "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": 5, "quality": 3.2, "difficulty": 2.8, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2205740", "source_url": "https://www.ratemyprofessors.com/professor/2205740", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:41.194775+00:00", "courses": { "course_3464c11254a81dbe86277318": { "review_count": 3, "quality": 2, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.5677486268372762, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 2.881, "graded": 118, "counts": [ 26, 11, 33, 19, 22, 7, 0 ], "sections": 3 }, "instructor_url": "/instructors/MICHAEL_POWERS" }, { "instructor_uid": "instructor_75f4d452fcafe70df5fad76b", "source": "madgrades", "source_instructor_id": "5258575", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHAOJIE YUAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 4.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2402238", "source_url": "https://www.ratemyprofessors.com/professor/2402238", "match_basis": "exact_name", "observed_at": "2026-09-07 16:49:16.455535+00:00", "courses": { "course_8634dde81cc95f6c58014087": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_d50f100f2b6a26994da36e3f": { "review_count": 2, "quality": 4.5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 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"identity_status": "source_identified", "name": "JACK PIAZZA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.891, "graded": 46, "counts": [ 11, 5, 16, 5, 4, 3, 2 ], "sections": 1 }, "instructor_url": "/instructors/JACK_PIAZZA--instructor_eaaf37a73a51315e665373bb" }, { "instructor_uid": "instructor_d2d1e71b4b848421a21bb6b5", "source": "madgrades", "source_instructor_id": "6400397", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RUOCHENG YANG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.708, "graded": 36, "counts": [ 9, 5, 8, 4, 3, 4, 3 ], "sections": 1 }, "instructor_url": "/instructors/RUOCHENG_YANG--instructor_d2d1e71b4b848421a21bb6b5" }, { "instructor_uid": "instructor_00f2ba366c62bbcaa751e191", "source": "enrollment", "source_instructor_id": "jtan84", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jia Hao Tan", "email": "JTAN84@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/JIA_HAO_TAN" }, { "instructor_uid": "instructor_0cb802c31df94c0cd00de8b2", "source": "enrollment", "source_instructor_id": "aligholi", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ali Aligholi", "email": "ALIGHOLI@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/ALI_ALIGHOLI" }, { "instructor_uid": "instructor_3d9153f2e7e9f2eb1e676403", "source": "enrollment", "source_instructor_id": "htnguyen34", "identity_basis": "netid", "identity_status": "source_identified", "name": "Hieu Nguyen", "email": "HTNGUYEN34@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/HIEU_NGUYEN" }, { "instructor_uid": "instructor_70937914bd651203f08978c2", "source": "enrollment", "source_instructor_id": "zwu432", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zaidan Wu", "email": "ZWU432@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 2.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2923961", "source_url": "https://www.ratemyprofessors.com/professor/2923961", "match_basis": "exact_name", "observed_at": "2026-09-07 15:56:09.365368+00:00", "courses": { "course_dcdb624e3fb8cbaf9a557ab9": { "review_count": 3, "quality": 2.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.4862485074318217, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ZAIDAN_WU" }, { "instructor_uid": "instructor_c18bf38b5c60e2fa76d6fafb", "source": "enrollment", "source_instructor_id": "ebhansali", "identity_basis": "netid", "identity_status": "source_identified", "name": "Eshaan Bhansali", "email": "EBHANSALI@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/ESHAAN_BHANSALI" }, { "instructor_uid": "instructor_d64373cb988c2ba3d9f54d46", "source": "enrollment", "source_instructor_id": "okwon9", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ohhoon Kwon", "email": "KWON@MATH.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/OHHOON_KWON" }, { "instructor_uid": "instructor_d9c856084a1e4b5c6717a38b", "source": "enrollment", "source_instructor_id": "gutierrez24", "identity_basis": "netid", "identity_status": "source_identified", "name": "Awildo Gutierrez", "email": "AWILDO.GUTIERREZ@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/AWILDO_GUTIERREZ" }, { "instructor_uid": "instructor_e367b2cd20bda57d0cd50db6", "source": "enrollment", "source_instructor_id": "rheikkinen", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rachel Heikkinen", "email": "RHEIKKINEN@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/RACHEL_HEIKKINEN" }, { "instructor_uid": "instructor_e68c879a0e7d47f4c7fdac7e", "source": "enrollment", "source_instructor_id": "rtamura2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ryan Tamura", "email": "RTAMURA2@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/RYAN_TAMURA" }, { "instructor_uid": "instructor_faebd30a7508082c15e9b8b0", "source": "enrollment", "source_instructor_id": "zsun333", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zihao Sun", "email": "ZSUN333@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/ZIHAO_SUN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "TASNIA TABASSUM", "YUGALI GULLAPALLI", "ZONGSHEN WU" ], "a": 46, "ab": 23, "b": 24, "bc": 17, "c": 12, "d": 2, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, 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"ALEXANDER MINE", "ALICE VIDRINE", "AMIN IDELHAJ", "CAITLIN DAVIS", "HALEY KOTTLER", "JACOB DENSON", "NATHAN NICHOLSON", "RAHUL MAHAJAN", "ROSA DANESHVAR", "VICKY WEN", "Xinyan Wang" ], "a": 119, "ab": 88, "b": 142, "bc": 49, "c": 87, "d": 51, "f": 39, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 5, "no_work": 0, "not_reported": 0, "other": 0, "total": 580, "source_aliases": [ "MATH 96" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "OH HOON KWON", "RAHUL MAHAJAN" ], "a": 8, "ab": 8, "b": 21, "bc": 14, "c": 13, "d": 10, "f": 8, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 82, "source_aliases": [ "MATH 96" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Alex Menzia", "BOYANA MARTINOVA", "Danny Duan", "ELLIE THIEU", "Hongjing Huang", "Jacob Wood", "Jia Hao Tan", "Kaiyi Huang", "Karthik Ravishankar", "Kevin Dao", "OH HOON KWON", "QI SUN", "RAJAT SRIVASTAVA", "Ryan Tamura" ], "a": 120, "ab": 101, "b": 122, "bc": 62, "c": 90, "d": 48, "f": 32, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 578, "source_aliases": [ "MATH 96" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "MOHAMMADALI ALIGHOLI", "Yihan Gu" ], "a": 19, "ab": 9, "b": 19, "bc": 10, "c": 11, "d": 16, "f": 8, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 92, "source_aliases": [ "MATH 96" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "ANTONIO NAKID CORDERO", "ANUK DAYAPREMA", "Ari Davidovsky", "BOYANA MARTINOVA", "CAITLIN DAVIS", "Jack Piazza", "Jia Hao Tan", "Karthik Ravishankar", "MOHAMMADALI ALIGHOLI", "OH HOON KWON", "QI SUN", "Ryan Tamura" ], "a": 219, "ab": 104, "b": 144, "bc": 45, "c": 97, "d": 46, "f": 29, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 684, "source_aliases": [ "MATH 96" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 96", "course_uid": "course_d50f100f2b6a26994da36e3f", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ANUK DAYAPREMA", "RUOCHENG YANG" ], "a": 16, "ab": 7, "b": 17, "bc": 8, "c": 8, "d": 11, "f": 5, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 73, "source_aliases": [ "MATH 96" ] } ] ``` ### statistics #### gpa 2.776 #### graded 3053 #### counts * 730 * 462 * 668 * 296 * 479 * 237 * 181 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d50f100f2b6a26994da36e3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d50f100f2b6a26994da36e3f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d50f100f2b6a26994da36e3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d50f100f2b6a26994da36e3f-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_d50f100f2b6a26994da36e3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_d50f100f2b6a26994da36e3f-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_d50f100f2b6a26994da36e3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_d50f100f2b6a26994da36e3f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d50f100f2b6a26994da36e3f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d50f100f2b6a26994da36e3f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 2.77628562070095 #### count 3053 #### university ##### size 5099 ##### gpa Percentile 0 ##### count Percentile 97 ##### median Count 159 ##### 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 | 7 | true | | 2.8–3.2 | 264 | false | | 3.2–3.6 | 1268 | false | | 3.6–4.0 | 3559 | false | #### departments ```json [ { "subject": "MATH", "comparison": { "size": 125, "gpaPercentile": 2, "countPercentile": 92, "medianCount": 163, "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": 27, "current": false }, { "range": "3.2–3.6", "count": 31, "current": false }, { "range": "3.6–4.0", "count": 64, "current": false } ] } } ] ``` ### terms #### 1182 ##### term 1182 ##### gpa 3.1640625 ##### count 128 ##### university ###### size 1025 ###### gpa Percentile 21 ###### count Percentile 76 ###### 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 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 36, "gpaPercentile": 71, "countPercentile": 63, "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": false }, { "range": "2.8–3.2", "count": 21, "current": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.026315789473684 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1192 ##### term 1192 ##### gpa 2.8932038834951457 ##### count 103 ##### university ###### size 1077 ###### gpa Percentile 4 ###### count Percentile 69 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | true | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 24, "countPercentile": 53, "medianCount": 99, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 24, "current": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 3, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 2.3846153846153846 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1202 ##### term 1202 ##### gpa 2.9285714285714284 ##### count 161 ##### university ###### size 1102 ###### gpa Percentile 4 ###### count Percentile 83 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 40, "gpaPercentile": 26, "countPercentile": 74, "medianCount": 90.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 24, "current": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.861111111111111 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1212 ##### term 1212 ##### gpa 2.5051020408163267 ##### count 98 ##### university ###### size 1111 ###### 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 | 0 | false | | 2.4–2.8 | 4 | true | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 41, "gpaPercentile": 0, "countPercentile": 58, "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": true }, { "range": "2.8–3.2", "count": 18, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 2.573529411764706 ##### count 136 ##### university ###### size 1157 ###### gpa Percentile 0 ###### count Percentile 77 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | true | | 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": 8, "countPercentile": 71, "medianCount": 63, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 5, "current": true }, { "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 1.725 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1232 ##### term 1232 ##### gpa 2.7270833333333333 ##### count 240 ##### university ###### size 1216 ###### gpa Percentile 1 ###### count Percentile 89 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | true | | 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": 7, "countPercentile": 76, "medianCount": 69, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 4, "current": true }, { "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 2.3378378378378377 ##### count 37 ##### university ###### size 1188 ###### gpa Percentile 0 ###### count Percentile 15 ###### 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 | true | | 2.4–2.8 | 17 | false | | 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": 0, "countPercentile": 23, "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": 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": 14, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 2.708695652173913 ##### count 575 ##### university ###### size 1295 ###### gpa Percentile 0 ###### count Percentile 98 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | true | | 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": 5, "countPercentile": 88, "medianCount": 80, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 4, "current": true }, { "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 2.3658536585365852 ##### count 82 ##### university ###### size 1241 ###### gpa Percentile 0 ###### count Percentile 60 ###### 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 | true | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 2, "countPercentile": 60, "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": true }, { "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": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 2.752173913043478 ##### count 575 ##### university ###### size 1333 ###### gpa Percentile 1 ###### count Percentile 97 ###### 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": 7, "countPercentile": 83, "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 2.472826086956522 ##### count 92 ##### university ###### size 1289 ###### gpa Percentile 0 ###### count Percentile 66 ###### 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": 0, "countPercentile": 53, "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 2.959795321637427 ##### count 684 ##### university ###### size 1320 ###### gpa Percentile 3 ###### count Percentile 98 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | true | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 19, "countPercentile": 90, "medianCount": 81, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 3, "current": false }, { "range": "2.8–3.2", "count": 18, "current": true }, { "range": "3.2–3.6", "count": 16, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 2.5902777777777777 ##### count 72 ##### university ###### size 1283 ###### gpa Percentile 0 ###### count Percentile 53 ###### 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": 7, "countPercentile": 46, "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 5099 ###### gpa 3.6995792410818003 ###### top Share 84.30705259287105 ###### count 159 ##### MATH ###### size 125 ###### gpa 3.552868397124633 ###### top Share 75.28641455895304 ###### count 163 #### terms ##### 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 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### MATH ###### size 29 ###### gpa 3.478717830475146 ###### top Share 69.61236805388549 ###### count 83 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### MATH ###### size 41 ###### gpa 3.3211331103538813 ###### top Share 59.85093623917685 ###### count 87 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### MATH ###### size 39 ###### gpa 3.2083447119296955 ###### top Share 56.75007696473496 ###### count 63 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### MATH ###### size 34 ###### gpa 3.1555898753466907 ###### top Share 53.444319815085976 ###### count 87.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### MATH ###### size 43 ###### gpa 3.2486774162409366 ###### top Share 56.56203211471963 ###### count 69 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### MATH ###### size 41 ###### gpa 3.178489266862151 ###### top Share 56.06874885619616 ###### count 67 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### MATH ###### size 43 ###### gpa 3.2449031633350183 ###### top Share 58.03783489438137 ###### count 80 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### MATH ###### size 43 ###### gpa 3.228240949537157 ###### top Share 55.86451059486035 ###### count 68 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### MATH ###### size 43 ###### gpa 3.185692541204979 ###### top Share 54.14175342403773 ###### count 74 ##### 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_7c48e21869c0eed8036f2961", "name": "JUSTIN SUKIENNIK", "count": 549, "terms": [ { "term": "1192", "count": 103, "sections": 6, "gpa": 2.8932038834951457 }, { "term": "1194", "count": 13, "sections": 1, "gpa": 2.3846153846153846 }, { "term": "1202", "count": 161, "sections": 9, "gpa": 2.9285714285714284 }, { "term": "1204", "count": 18, "sections": 1, "gpa": 3.861111111111111 }, { "term": "1212", "count": 98, "sections": 7, "gpa": 2.5051020408163267 }, { "term": "1222", "count": 136, "sections": 8, "gpa": 2.573529411764706 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 1.725 } ] }, { "uid": "instructor_da0ea0f9f0fff00dd0239ded", "name": "OH HOON KWON", "count": 479, "terms": [ { "term": "1232", "count": 240, "sections": 12, "gpa": 2.7270833333333333 }, { "term": "1234", "count": 37, "sections": 2, "gpa": 2.3378378378378377 }, { "term": "1244", "count": 42, "sections": 1, "gpa": 2.392857142857143 }, { "term": "1252", "count": 50, "sections": 1, "gpa": 2.8 }, { "term": "1262", "count": 110, "sections": 2, "gpa": 2.940909090909091 } ] }, { "uid": "instructor_33cd01c693408844a87936f1", "name": "ROSA DANESHVAR", "count": 233, "terms": [ { "term": "1222", "count": 38, "sections": 2, "gpa": 2.6052631578947367 }, { "term": "1224", "count": 20, "sections": 1, "gpa": 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"instructor_2f075600528b2b17c34b8896", "name": "KARTHIK RAVISHANKAR", "count": 88, "terms": [ { "term": "1252", "count": 35, "sections": 1, "gpa": 2.6285714285714286 }, { "term": "1262", "count": 53, "sections": 1, "gpa": 3.0283018867924527 } ] }, { "uid": "instructor_1d24da2b67050f6a9625119e", "name": "ANTONIO NAKID CORDERO", "count": 87, "terms": [ { "term": "1232", "count": 35, "sections": 2, "gpa": 2.7142857142857144 }, { "term": "1262", "count": 52, "sections": 1, "gpa": 2.9038461538461537 } ] }, { "uid": "instructor_8918970a9ed3e055f047ae0c", "name": "ALEXANDER MINE", "count": 82, "terms": [ { "term": "1202", "count": 35, "sections": 2, "gpa": 2.9285714285714284 }, { "term": "1242", "count": 47, "sections": 2, "gpa": 2.9680851063829787 } ] }, { "uid": "instructor_d4e33ae9bbb026f2b9e7085f", "name": "RAHUL MAHAJAN", "count": 78, "terms": [ { "term": "1242", "count": 38, "sections": 2, "gpa": 2.6842105263157894 }, { "term": "1244", "count": 40, "sections": 1, "gpa": 2.3375 } ] }, { 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"count": 54, "terms": [ { "term": "1182", "count": 54, "sections": 2, "gpa": 2.9722222222222223 } ] }, { "uid": "instructor_638a131f4a0eac5e6ca31d02", "name": "JACOB DENSON", "count": 53, "terms": [ { "term": "1242", "count": 53, "sections": 2, "gpa": 2.7547169811320753 } ] }, { "uid": "instructor_d82d6f5bab3029ebbdfcf0a6", "name": "TASNIA TABASSUM", "count": 50, "terms": [ { "term": "1182", "count": 50, "sections": 2, "gpa": 3.36 } ] }, { "uid": "instructor_0a4bef75d10f277a34971c44", "name": "VICKY WEN", "count": 48, "terms": [ { "term": "1242", "count": 48, "sections": 2, "gpa": 2.6145833333333335 } ] }, { "uid": "instructor_430c6dc159b3af98210cb026", "name": "HALEY KOTTLER", "count": 48, "terms": [ { "term": "1242", "count": 48, "sections": 2, "gpa": 2.7083333333333335 } ] }, { "uid": "instructor_ae5aabfd8ced9822f28329f9", "name": "ZINAN WANG", "count": 46, "terms": [ { "term": "1242", "count": 46, "sections": 2, "gpa": 2.9565217391304346 } ] }, { "uid": 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"instructor_5178f2a1ef8ab44b236a6a00", "name": "BRYAN OAKLEY", "count": 30, "terms": [ { "term": "1212", "count": 30, "sections": 2, "gpa": 2.95 } ] }, { "uid": "instructor_cd4e0217fe7750e12bcf42e9", "name": "HAI MAIN-LUU", "count": 30, "terms": [ { "term": "1222", "count": 30, "sections": 2, "gpa": 2.5833333333333335 } ] }, { "uid": "instructor_fcda7b161c36e16f0b4de11f", "name": "HYEJIN YEON", "count": 27, "terms": [ { "term": "1204", "count": 18, "sections": 1, "gpa": 3.861111111111111 }, { "term": "1212", "count": 9, "sections": 1, "gpa": 2.7222222222222223 } ] }, { "uid": "instructor_b735967ec14242dac7410f8a", "name": "YUGALI GULLAPALLI", "count": 24, "terms": [ { "term": "1182", "count": 24, "sections": 1, "gpa": 3.1875 } ] }, { "uid": "instructor_1298f1293fb6711365c394f8", "name": "BHASKAR PUGGAL", "count": 19, "terms": [ { "term": "1184", "count": 19, "sections": 1, "gpa": 3.026315789473684 } ] } ] ``` ## following | code | title | | --------------- | ------------------------------------------ | | COMPSCI/LIS 102 | INTRODUCTION TO COMPUTING | | ECON 100 | ECONOMIC APPROACH TO CURRENT ISSUES | | INTER-LS 144 | SUCCESS IN YOUR MATH COURSE | | MATH 112 | COLLEGE ALGEBRA | | MATH 114 | PRECALCULUS | | MATH 141 | QUANTITATIVE REASONING AND PROBLEM SOLVING | | PHILOS 210 | REASON IN COMMUNICATION | ## projection ### target 1272 ### interval #### lower 2.3 #### upper 3.26 #### coverage 80 #### terms 6 ### gpa 2.7800701996635544 ### grades | grade | percentage | | ----- | ------------------ | | A | 24.303314275346192 | | AB | 15.439621300197404 | | B | 21.38559056086871 | | BC | 9.673301671178253 | | C | 15.427012469503373 | | D | 7.561037514721218 | | F | 6.210122208184845 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 2210 ### same Season true ### historical Range * 2.573529411764706 * 2.959795321637427 ### backtest #### terms 6 #### gpa Error 0.18256821533837378 #### mix Error 10.493165900810576