# STAT 240: Data Science Modeling I | UW–Madison [View on UW Courses](https://uwcourses.com/courses/STAT_240) ## 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 d60cb4b284548e361e87ff04527f488e90407554555fce7d1a5af1fdeb43c592 ### course id STAT 240 ### course uid course\_03f8aaae24bac7658b319ca8 ### catalog version id 5dcee06f56952a5b3521bd8391ce066cf8143f2408c16e9eb5e689a650d43ade ### course number 240 ### subjects * STAT ### title DATA SCIENCE MODELING I ### description Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression, and report generation using R Markdown with applications to a wide variety of data to address open-ended questions. ### requirements text Satisfied Quantitative Reasoning (QR) A ### credits min 4 ### credits max 4 ### credit offering ids * 1272:932:025403 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id e56ed7960106b657be62b41a657bc920b3fc8d2e6a37294f648c6fed3ac70045 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary STAT 240 introduces reproducible data science modeling and statistical inference using R and R Markdown. ### llm topics * Data wrangling and visualization * Probability distributions * Statistical inference for proportions and means * Simple linear regression * R Markdown reporting ### llm skills * Reproducible data management and analysis * Data wrangling and R programming * Data graphics and visualization * Probability concepts and distributions * Statistical inference and regression * Report generation using R Markdown ### llm assumed background None recorded. ### llm search phrases * STAT 240 data science * R programming statistics * reproducible data analysis * statistical inference R Markdown ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash b25872becf04bbd99a2d324b99c6d444539a85c5dae92999eddbeeba57c76b85 #### course id STAT 240 #### current instructors ```json [ { "instructor_uid": "instructor_394fd5921455b6ae9fe9458c", "message": "No course-specific reviews available", "name": "Miranda Rintoul", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.27 GPA, 54.8% A/AB (n=272 letter grades); Fall 2025: 3.30 GPA, 58.3% A/AB (n=381 letter grades); Spring 2026: 3.01 GPA, 44.4% A/AB (n=275 letter grades)." } ] }, { "instructor_uid": "instructor_7b2d98370853d89ccc619f04", "message": null, "name": "Sahifa Siddiqua", "review_status": "supported", "rmp_instructor_id": "rmp:3089686", "summary": [ { "citations": [ { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-10-08 03:25:35 +0000 UTC", "review_id": "9fe180e8c3bccfaec8bce4d0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQxNjk2OTky", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 14:01:01 +0000 UTC", "review_id": "31800af73745207e16d6d6b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDkxNDQ4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" } ], "text": "Sahifa Siddiqua is praised for well-organized notes and clear explanations that help students prepare for exams. Reviewers note her detailed materials allow success even if lectures are skipped." }, { "citations": [ { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-18 07:27:11 +0000 UTC", "review_id": "aa6177ec239561b30950b93b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzI2ODU4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-20 04:19:35 +0000 UTC", "review_id": "2512882c3d35bc56c3ef46aa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzU2Mzg5", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-22 18:02:42 +0000 UTC", "review_id": "7cbf0432cdb7b344cb05077b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzc2MDE3", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-04-16 09:46:18 +0000 UTC", "review_id": "b7b4f661d752255930d8868f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyODQ5OTY1", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-06 18:28:55 +0000 UTC", "review_id": "2358227e0643eb0add9565eb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDQ4MDk0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 20:40:18 +0000 UTC", "review_id": "0aa3e38f59ee4889b7c9626b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDk2MTQ0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-12 05:38:56 +0000 UTC", "review_id": "7dc3cf757925cec17324c1d6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMTAxODUw", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-09-04 00:18:42 +0000 UTC", "review_id": "6264e40f5636d8ee5bad403e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzNDA3NDIx", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" } ], "text": "Many reviewers criticize her for poor teaching, claiming exams do not match lecture content or homework. Concerns include unresponsive emails, unclear instructions, and arbitrary grading difficulties." }, { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.20 GPA, 44.9% A/AB (n=414 letter grades); Fall 2025: 3.29 GPA, 58.6% A/AB (n=198 letter grades); Spring 2026: 3.04 GPA, 38.9% A/AB (n=324 letter grades)." } ] } ] ``` #### difficulty workload Students report that exams are significantly harder than lectures and homework, with unclear instructions and arbitrary difficulty. Self-study is often necessary due to the disconnect between taught material and assessments. ```json { "citations": [ { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-18 07:27:11 +0000 UTC", "review_id": "aa6177ec239561b30950b93b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzI2ODU4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-20 04:19:35 +0000 UTC", "review_id": "2512882c3d35bc56c3ef46aa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzU2Mzg5", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-22 18:02:42 +0000 UTC", "review_id": "7cbf0432cdb7b344cb05077b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzc2MDE3", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-04-16 09:46:18 +0000 UTC", "review_id": "b7b4f661d752255930d8868f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyODQ5OTY1", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-06 18:28:55 +0000 UTC", "review_id": "2358227e0643eb0add9565eb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDQ4MDk0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 20:40:18 +0000 UTC", "review_id": "0aa3e38f59ee4889b7c9626b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDk2MTQ0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-12 05:38:56 +0000 UTC", "review_id": "7dc3cf757925cec17324c1d6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMTAxODUw", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Bret Larget: Bret Larget demonstrates passion and helpfulness in office hours, though some students find his lectures disorganized or unclear. While he attempts to make content applicable, others report that he simply reads from slides, leading to confusion and a perception that the course material is difficult to learn through provided resources. ```json { "citations": [ { "instructor_name": "Bret Larget", "review_date": "2019-12-27 23:11:17 +0000 UTC", "review_id": "ff2591b9e85c8872badd65f2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:566625", "source_review_id": "UmF0aW5nLTMyNzY1NzU2", "source_url": "https://www.ratemyprofessors.com/professor/566625", "type": "review" }, { "instructor_name": "Bret Larget", "review_date": "2020-12-28 04:41:35 +0000 UTC", "review_id": "e7b31e505aca728031ac7ef5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:566625", "source_review_id": "UmF0aW5nLTM0MjA2NTcx", "source_url": "https://www.ratemyprofessors.com/professor/566625", "type": "review" }, { "instructor_name": "Bret Larget", "review_date": "2022-01-21 03:45:39 +0000 UTC", "review_id": "9972766d6e8d5c9c03672e62", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:566625", "source_review_id": "UmF0aW5nLTM1NzgwNzYx", "source_url": "https://www.ratemyprofessors.com/professor/566625", "type": "review" }, { "instructor_name": "Bret Larget", "review_date": "2024-12-23 23:24:38 +0000 UTC", "review_id": "7fd50b72249952aad6cfcc27", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:566625", "source_review_id": "UmF0aW5nLTQwNDI2MzM4", "source_url": "https://www.ratemyprofessors.com/professor/566625", "type": "review" } ] } ``` #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Reviews for Sahifa Siddiqua are sharply divided. Some praise her organization and knowledge, while others report poor teaching, rude behavior, and exams that do not match course content. ```json { "citations": [ { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-10-08 03:25:35 +0000 UTC", "review_id": "9fe180e8c3bccfaec8bce4d0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQxNjk2OTky", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-18 07:27:11 +0000 UTC", "review_id": "aa6177ec239561b30950b93b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzI2ODU4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-20 04:19:35 +0000 UTC", "review_id": "2512882c3d35bc56c3ef46aa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzU2Mzg5", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-12-22 18:02:42 +0000 UTC", "review_id": "7cbf0432cdb7b344cb05077b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyMzc2MDE3", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-04-16 09:46:18 +0000 UTC", "review_id": "b7b4f661d752255930d8868f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQyODQ5OTY1", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-06 18:28:55 +0000 UTC", "review_id": "2358227e0643eb0add9565eb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDQ4MDk0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 14:01:01 +0000 UTC", "review_id": "31800af73745207e16d6d6b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDkxNDQ4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 20:40:18 +0000 UTC", "review_id": "0aa3e38f59ee4889b7c9626b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDk2MTQ0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-12 05:38:56 +0000 UTC", "review_id": "7dc3cf757925cec17324c1d6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMTAxODUw", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-09-04 00:18:42 +0000 UTC", "review_id": "6264e40f5636d8ee5bad403e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzNDA3NDIx", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.23 GPA, 48.8% A/AB (n=686 letter grades); Fall 2025: 3.19 GPA, 53.1% A/AB (n=746 letter grades); Spring 2026: 3.03 GPA, 41.4% A/AB (n=599 letter grades). ```json { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Experiences range from well-organized notes to disorganized classes with unclear instructions. Students also report passive-aggressive email behavior and unresponsive office hours. ```json { "citations": [ { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-10-08 03:25:35 +0000 UTC", "review_id": "9fe180e8c3bccfaec8bce4d0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQxNjk2OTky", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-06 18:28:55 +0000 UTC", "review_id": "2358227e0643eb0add9565eb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDQ4MDk0", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 14:01:01 +0000 UTC", "review_id": "31800af73745207e16d6d6b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDkxNDQ4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-12 05:38:56 +0000 UTC", "review_id": "7dc3cf757925cec17324c1d6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMTAxODUw", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-09-04 00:18:42 +0000 UTC", "review_id": "6264e40f5636d8ee5bad403e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzNDA3NDIx", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history BI CHENG WU is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` BRET LARGET is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` CAMERON JONES is recorded teaching in Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` MIRANDA RINTOUL is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` SAHIFA SIDDIQUA is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" }, { "course_id": "STAT 240", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "source_record": { "entity_id": "3857899a-7247-3808-bcea-a4b9b4bd7e9b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Satisfied Quantitative Reasoning (QR) A", "course": null, "evidence": "Satisfied Quantitative Reasoning (QR) A", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_17831cc0732434ba581f55e8", "source": "enrollment", "source_instructor_id": "rinklerosere", "identity_basis": "netid", "identity_status": "source_identified", "name": ". Rinkle Rose Renny", "email": "RINKLEROSERE@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/RINKLE_ROSE_RENNY" }, { "instructor_uid": "instructor_ed3b687f43b632dc84d48969", "source": "enrollment", "source_instructor_id": "datta24", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ananya Datta", "email": "DATTA24@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/ANANYA_DATTA" }, { "instructor_uid": "instructor_fcada0e662523e898cd380f2", "source": "enrollment", "source_instructor_id": "aserkar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Atharva Aserkar", "email": "ASERKAR@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/ATHARVA_ASERKAR" }, { "instructor_uid": "instructor_57ee08c1d87cd84c250e6aad", "source": "enrollment", "source_instructor_id": "chiranjeeviv", "identity_basis": "netid", "identity_status": "source_identified", "name": "FNU Chiranjeevi Vasant", "email": "CHIRANJEEVIV@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/FNU_CHIRANJEEVI_VASANT" }, { "instructor_uid": "instructor_17b187b651e80b27b58da58d", "source": "enrollment", "source_instructor_id": "hcao65", "identity_basis": "netid", "identity_status": "source_identified", "name": "Haoqun Cao", "email": "HCAO65@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/HAOQUN_CAO" }, { "instructor_uid": "instructor_300812a2f460ef6590d59f42", "source": "enrollment", "source_instructor_id": "hrajdev", "identity_basis": "netid", "identity_status": "source_identified", "name": "Himanshu Rajdev", "email": "HRAJDEV@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/HIMANSHU_RAJDEV" }, { "instructor_uid": "instructor_693507caf47fe17e4df269d0", "source": "enrollment", "source_instructor_id": "jli2249", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jialuo Li", "email": "JLI2249@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/JIALUO_LI" }, { "instructor_uid": "instructor_54b8fbb7318a1e892723f631", "source": "enrollment", "source_instructor_id": "moros2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Maria Oros", "email": "MARIA.OROS@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/MARIA_OROS" }, { "instructor_uid": "instructor_1c56286e1fa5d3423913d749", "source": "enrollment", "source_instructor_id": "zzou49", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Zou", "email": "ZZOU49@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/MICHAEL_ZOU" }, { "instructor_uid": "instructor_394fd5921455b6ae9fe9458c", "source": "enrollment", "source_instructor_id": "mrintoul", "identity_basis": "netid", "identity_status": "source_identified", "name": "Miranda Rintoul", "email": "MRINTOUL@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/MIRANDA_RINTOUL" }, { "instructor_uid": "instructor_031f1c042e754d844d9e7f09", "source": "enrollment", "source_instructor_id": "pghosal", "identity_basis": "netid", "identity_status": "source_identified", "name": "Payel Ghosal", "email": "PGHOSAL@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/PAYEL_GHOSAL" }, { "instructor_uid": "instructor_fe2824b10d30881c059ca7ad", "source": "enrollment", "source_instructor_id": "pgunasekara2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Preeth Gunasekaran", "email": "PGUNASEKARA2@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/PREETH_GUNASEKARAN" }, { "instructor_uid": "instructor_7b2d98370853d89ccc619f04", "source": "enrollment", "source_instructor_id": "ssiddiqua", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sahifa Siddiqua", "email": "SSIDDIQUA@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": 33, "quality": 1.91, "difficulty": 3.82, "quality_count": 33, "difficulty_count": 33, "profile_id": "rmp:3089686", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:51.086388+00:00", "courses": { "course_03f8aaae24bac7658b319ca8": { "review_count": 26, "quality": 2, "difficulty": 3.85, "quality_count": 26, "difficulty_count": 26 }, "course_d2d0c15e32bd1631a6074548": { "review_count": 7, "quality": 1.57, "difficulty": 3.71, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 2.5702587862439983, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SAHIFA_SIDDIQUA" }, { "instructor_uid": "instructor_df5092b6240190cd45129256", "source": "enrollment", "source_instructor_id": "stgadkari", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sanika Gadkari", "email": "STGADKARI@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/SANIKA_GADKARI" }, { "instructor_uid": "instructor_7963d8a874b88442ac5d0e79", "source": "enrollment", "source_instructor_id": "yli778", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yancheng Li", "email": "YLI778@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/YANCHENG_LI" }, { "instructor_uid": "instructor_f1da02e2533250b0fcd593df", "source": "enrollment", "source_instructor_id": "mao84", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yuheng Mao", "email": "MAO84@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/YUHENG_MAO" }, { "instructor_uid": "instructor_f4d69294e75052d3c8fa103a", "source": "enrollment", "source_instructor_id": "sriramkumar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yuvarraj Sriramkumar", "email": "SRIRAMKUMAR@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/YUVARRAJ_SRIRAMKUMAR" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:025403", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1272", "source_course_id": "025403", "source_subject_id": "932", "title": "Data Science Modeling I", "credits_min": 4, "credits_max": 4, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:20648", "term_id": "1272", "source_section_id": "20648", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 144, "enrolled": 110, "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:1272:21813", "term_id": "1272", "source_section_id": "21813", "identity_basis": "class_number", "section_number": "314", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 9, "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:1272:21814", "term_id": "1272", "source_section_id": "21814", "identity_basis": "class_number", "section_number": "315", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 16, "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:1272:21815", "term_id": "1272", "source_section_id": "21815", "identity_basis": "class_number", "section_number": "316", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 18, "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:1272:22367", "term_id": "1272", "source_section_id": "22367", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 144, "enrolled": 121, "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:1272:22368", "term_id": "1272", "source_section_id": "22368", "identity_basis": "class_number", "section_number": "311", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 19, "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:1272:22369", "term_id": "1272", "source_section_id": "22369", "identity_basis": "class_number", "section_number": "312", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:22370", "term_id": "1272", "source_section_id": "22370", "identity_basis": "class_number", "section_number": "313", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:22371", "term_id": "1272", "source_section_id": "22371", "identity_basis": "class_number", "section_number": "331", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 14, "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:1272:22372", "term_id": "1272", "source_section_id": "22372", "identity_basis": "class_number", "section_number": "332", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 21, "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:1272:22373", "term_id": "1272", "source_section_id": "22373", "identity_basis": "class_number", "section_number": "333", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:23163", "term_id": "1272", "source_section_id": "23163", "identity_basis": "class_number", "section_number": "004", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 216, "enrolled": 163, "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:1272:23164", "term_id": "1272", "source_section_id": "23164", "identity_basis": "class_number", "section_number": "341", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:25433", "term_id": "1272", "source_section_id": "25433", "identity_basis": "class_number", "section_number": "334", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 18, "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:1272:25434", "term_id": "1272", "source_section_id": "25434", "identity_basis": "class_number", "section_number": "335", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 20, "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:1272:25435", "term_id": "1272", "source_section_id": "25435", "identity_basis": "class_number", "section_number": "336", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:25436", "term_id": "1272", "source_section_id": "25436", "identity_basis": "class_number", "section_number": "342", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 23, "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:1272:25437", "term_id": "1272", "source_section_id": "25437", "identity_basis": "class_number", "section_number": "343", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 22, "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:1272:25438", "term_id": "1272", "source_section_id": "25438", "identity_basis": "class_number", "section_number": "344", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 11, "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:1272:25439", "term_id": "1272", "source_section_id": "25439", "identity_basis": "class_number", "section_number": "345", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:25440", "term_id": "1272", "source_section_id": "25440", "identity_basis": "class_number", "section_number": "346", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 19, "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:1272:31032", "term_id": "1272", "source_section_id": "31032", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 216, "enrolled": 149, "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:1272:31036", "term_id": "1272", "source_section_id": "31036", "identity_basis": "class_number", "section_number": "321", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 13, "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:1272:31037", "term_id": "1272", "source_section_id": "31037", "identity_basis": "class_number", "section_number": "322", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:31038", "term_id": "1272", "source_section_id": "31038", "identity_basis": "class_number", "section_number": "323", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 17, "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:1272:31039", "term_id": "1272", "source_section_id": "31039", "identity_basis": "class_number", "section_number": "324", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 15, "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:1272:31040", "term_id": "1272", "source_section_id": "31040", "identity_basis": "class_number", "section_number": "325", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:31041", "term_id": "1272", "source_section_id": "31041", "identity_basis": "class_number", "section_number": "326", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:31042", "term_id": "1272", "source_section_id": "31042", "identity_basis": "class_number", "section_number": "327", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 4, "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:1272:31043", "term_id": "1272", "source_section_id": "31043", "identity_basis": "class_number", "section_number": "328", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 22, "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:1272:31044", "term_id": "1272", "source_section_id": "31044", "identity_basis": "class_number", "section_number": "329", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 6, "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:1272:31048", "term_id": "1272", "source_section_id": "31048", "identity_basis": "class_number", "section_number": "347", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 24, "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:1272:31049", "term_id": "1272", "source_section_id": "31049", "identity_basis": "class_number", "section_number": "348", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 10, "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:1272:31050", "term_id": "1272", "source_section_id": "31050", "identity_basis": "class_number", "section_number": "349", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 24, "enrolled": 6, "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_0fa00489e3ab3e94b9e52d89", "source": "madgrades", "source_instructor_id": "751075", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRET LARGET", "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": 29, "quality": 3.31, "difficulty": 3.21, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:566625", "source_url": "https://www.ratemyprofessors.com/professor/566625", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:20.625013+00:00", "courses": { "course_03f8aaae24bac7658b319ca8": { "review_count": 16, "quality": 2.88, "difficulty": 3.31, "quality_count": 16, "difficulty_count": 16 }, "course_72cc7ddf48330b71523f309f": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_2a00c702ff402614a950606e": { "review_count": 2, "quality": 4, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 }, "course_e593b86c370a0c671af794df": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_4dd38bb021601e5dff558ba1": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 2, "quality": 4.5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4527288912435083, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.5, "graded": 1829, "counts": [ 834, 499, 323, 96, 50, 10, 17 ], "sections": 82 }, "instructor_url": "/instructors/BRET_LARGET--instructor_0fa00489e3ab3e94b9e52d89" }, { "instructor_uid": "instructor_253cce0f28321f783c10482f", "source": "madgrades", "source_instructor_id": "6315818", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JESSI KEHE", "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": 3.576, "graded": 321, "counts": [ 170, 105, 16, 15, 7, 1, 7 ], "sections": 16 }, "instructor_url": "/instructors/JESSI_KEHE--instructor_253cce0f28321f783c10482f" }, { "instructor_uid": "instructor_a37aaac156a2021f5b113095", "source": "madgrades", "source_instructor_id": "5906523", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BI CHENG 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", "ratings": { "review_count": 142, "quality": 1.75, "difficulty": 4.07, "quality_count": 142, "difficulty_count": 142, "profile_id": "rmp:2772143", "source_url": "https://www.ratemyprofessors.com/professor/2772143", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:48.269666+00:00", "courses": { "course_bf80347054c4234ada79c07e": { "review_count": 18, "quality": 1.61, "difficulty": 4.11, "quality_count": 18, "difficulty_count": 18 }, "course_d2d0c15e32bd1631a6074548": { "review_count": 49, "quality": 1.45, "difficulty": 4.35, "quality_count": 49, "difficulty_count": 49 }, "course_03f8aaae24bac7658b319ca8": { "review_count": 67, "quality": 1.97, "difficulty": 3.84, "quality_count": 67, "difficulty_count": 67 }, "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_06abb97e9793bf858754daa3": { "review_count": 3, "quality": 3.67, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_ef9c9cd4a7d8002288a4cf7c": { "review_count": 4, "quality": 1.25, "difficulty": 4.5, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 1.9857636769810612, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.226, "graded": 3884, "counts": [ 1399, 771, 792, 374, 412, 99, 37 ], "sections": 33 }, "instructor_url": "/instructors/BI_CHENG_WU--instructor_a37aaac156a2021f5b113095" }, { "instructor_uid": "instructor_f5806fb639ea1d8908810753", "source": "madgrades", "source_instructor_id": "6559186", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HAMNA HANNAN", "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": 1.8, "difficulty": 3.6, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2880464", "source_url": "https://www.ratemyprofessors.com/professor/2880464", "match_basis": "exact_name", "observed_at": "2026-09-07 16:37:24.809691+00:00", "courses": {}, "bayesian_quality": 3.2877486268372764, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.372, "graded": 261, "counts": [ 98, 75, 48, 17, 19, 1, 3 ], "sections": 2 }, "instructor_url": "/instructors/HAMNA_HANNAN--instructor_f5806fb639ea1d8908810753" }, { "instructor_uid": "instructor_d9e618b3ccbe558e29172b04", "source": "madgrades", "source_instructor_id": "6188409", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CAMERON JONES", "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": 15, "quality": 4.67, "difficulty": 2.67, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:2974757", "source_url": "https://www.ratemyprofessors.com/professor/2974757", "match_basis": "exact_name", "observed_at": "2026-09-07 16:50:06.132806+00:00", "courses": { "course_03f8aaae24bac7658b319ca8": { "review_count": 14, "quality": 4.64, "difficulty": 2.71, "quality_count": 14, "difficulty_count": 14 }, "course_f57701752c565e5b0c704a1d": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.092677590598055, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.521, "graded": 354, "counts": [ 166, 84, 73, 19, 11, 0, 1 ], "sections": 7 }, "instructor_url": "/instructors/CAMERON_JONES--instructor_d9e618b3ccbe558e29172b04" }, { "instructor_uid": "instructor_862a61219afe05b2a1dac6ce", "source": "madgrades", "source_instructor_id": "6687549", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SAHIFA SIDDIQUA", "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": 33, "quality": 1.91, "difficulty": 3.82, "quality_count": 33, "difficulty_count": 33, "profile_id": "rmp:3089686", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:51.086388+00:00", "courses": { "course_03f8aaae24bac7658b319ca8": { "review_count": 26, "quality": 2, "difficulty": 3.85, "quality_count": 26, "difficulty_count": 26 }, "course_d2d0c15e32bd1631a6074548": { "review_count": 7, "quality": 1.57, "difficulty": 3.71, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 2.5702587862439983, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.249, "graded": 1542, "counts": [ 488, 318, 436, 142, 134, 14, 10 ], "sections": 10 }, "instructor_url": "/instructors/SAHIFA_SIDDIQUA--instructor_862a61219afe05b2a1dac6ce" }, { "instructor_uid": "instructor_adaa4a02e24050ee4c903cba", "source": "madgrades", "source_instructor_id": "6400522", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIRANDA RINTOUL", "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": 3.129, "graded": 2876, "counts": [ 1063, 404, 563, 311, 367, 132, 36 ], "sections": 28 }, "instructor_url": "/instructors/MIRANDA_RINTOUL--instructor_adaa4a02e24050ee4c903cba" }, { "instructor_uid": "instructor_031f1c042e754d844d9e7f09", "source": "enrollment", "source_instructor_id": "pghosal", "identity_basis": "netid", "identity_status": "source_identified", "name": "Payel Ghosal", "email": "PGHOSAL@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/PAYEL_GHOSAL" }, { "instructor_uid": "instructor_17831cc0732434ba581f55e8", "source": "enrollment", "source_instructor_id": "rinklerosere", "identity_basis": "netid", "identity_status": "source_identified", "name": ". Rinkle Rose Renny", "email": "RINKLEROSERE@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/RINKLE_ROSE_RENNY" }, { "instructor_uid": "instructor_17b187b651e80b27b58da58d", "source": "enrollment", "source_instructor_id": "hcao65", "identity_basis": "netid", "identity_status": "source_identified", "name": "Haoqun Cao", "email": "HCAO65@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/HAOQUN_CAO" }, { "instructor_uid": "instructor_1c56286e1fa5d3423913d749", "source": "enrollment", "source_instructor_id": "zzou49", "identity_basis": "netid", "identity_status": "source_identified", "name": "Michael Zou", "email": "ZZOU49@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/MICHAEL_ZOU" }, { "instructor_uid": "instructor_300812a2f460ef6590d59f42", "source": "enrollment", "source_instructor_id": "hrajdev", "identity_basis": "netid", "identity_status": "source_identified", "name": "Himanshu Rajdev", "email": "HRAJDEV@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/HIMANSHU_RAJDEV" }, { "instructor_uid": "instructor_394fd5921455b6ae9fe9458c", "source": "enrollment", "source_instructor_id": "mrintoul", "identity_basis": "netid", "identity_status": "source_identified", "name": "Miranda Rintoul", "email": "MRINTOUL@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/MIRANDA_RINTOUL" }, { "instructor_uid": "instructor_54b8fbb7318a1e892723f631", "source": "enrollment", "source_instructor_id": "moros2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Maria Oros", "email": "MARIA.OROS@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/MARIA_OROS" }, { "instructor_uid": "instructor_57ee08c1d87cd84c250e6aad", "source": "enrollment", "source_instructor_id": "chiranjeeviv", "identity_basis": "netid", "identity_status": "source_identified", "name": "FNU Chiranjeevi Vasant", "email": "CHIRANJEEVIV@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/FNU_CHIRANJEEVI_VASANT" }, { "instructor_uid": "instructor_693507caf47fe17e4df269d0", "source": "enrollment", "source_instructor_id": "jli2249", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jialuo Li", "email": "JLI2249@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/JIALUO_LI" }, { "instructor_uid": "instructor_7963d8a874b88442ac5d0e79", "source": "enrollment", "source_instructor_id": "yli778", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yancheng Li", "email": "YLI778@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/YANCHENG_LI" }, { "instructor_uid": "instructor_7b2d98370853d89ccc619f04", "source": "enrollment", "source_instructor_id": "ssiddiqua", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sahifa Siddiqua", "email": "SSIDDIQUA@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": 33, "quality": 1.91, "difficulty": 3.82, "quality_count": 33, "difficulty_count": 33, "profile_id": "rmp:3089686", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:51.086388+00:00", "courses": { "course_03f8aaae24bac7658b319ca8": { "review_count": 26, "quality": 2, "difficulty": 3.85, "quality_count": 26, "difficulty_count": 26 }, "course_d2d0c15e32bd1631a6074548": { "review_count": 7, "quality": 1.57, "difficulty": 3.71, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 2.5702587862439983, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SAHIFA_SIDDIQUA" }, { "instructor_uid": "instructor_df5092b6240190cd45129256", "source": "enrollment", "source_instructor_id": "stgadkari", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sanika Gadkari", "email": "STGADKARI@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/SANIKA_GADKARI" }, { "instructor_uid": "instructor_ed3b687f43b632dc84d48969", "source": "enrollment", "source_instructor_id": "datta24", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ananya Datta", "email": "DATTA24@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/ANANYA_DATTA" }, { "instructor_uid": "instructor_f1da02e2533250b0fcd593df", "source": "enrollment", "source_instructor_id": "mao84", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yuheng Mao", "email": "MAO84@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/YUHENG_MAO" }, { "instructor_uid": "instructor_f4d69294e75052d3c8fa103a", "source": "enrollment", "source_instructor_id": "sriramkumar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yuvarraj Sriramkumar", "email": "SRIRAMKUMAR@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/YUVARRAJ_SRIRAMKUMAR" }, { "instructor_uid": "instructor_fcada0e662523e898cd380f2", "source": "enrollment", "source_instructor_id": "aserkar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Atharva Aserkar", "email": "ASERKAR@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/ATHARVA_ASERKAR" }, { "instructor_uid": "instructor_fe2824b10d30881c059ca7ad", "source": "enrollment", "source_instructor_id": "pgunasekara2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Preeth Gunasekaran", "email": "PGUNASEKARA2@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/PREETH_GUNASEKARAN" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Bret Larget" ], "a": 26, "ab": 13, "b": 13, "bc": 6, "c": 3, "d": 2, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 65, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Bret Larget", "Jessi Kehe" ], "a": 114, "ab": 41, "b": 25, "bc": 5, "c": 12, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 200, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Bi Cheng Wu", "Bret Larget" ], "a": 92, "ab": 146, "b": 55, "bc": 14, "c": 5, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 6, "no_work": 0, "not_reported": 0, "other": 0, "total": 321, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Bi Cheng Wu", "Jessi Kehe" ], "a": 152, "ab": 119, "b": 21, "bc": 21, "c": 9, "d": 2, "f": 9, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 334, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Bi Cheng Wu", "Bret Larget" ], "a": 250, "ab": 126, "b": 45, "bc": 13, "c": 1, "d": 2, "f": 8, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 446, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Bi Cheng Wu", "Bret Larget", "HAMNA HANNAN" ], "a": 224, "ab": 136, "b": 136, "bc": 29, "c": 7, "d": 4, "f": 5, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 543, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Bi Cheng Wu", "Bret Larget" ], "a": 148, "ab": 235, "b": 121, "bc": 18, "c": 5, "d": 3, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 532, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Bi Cheng Wu", "Bret Larget", "CAMERON JONES" ], "a": 213, "ab": 124, "b": 142, "bc": 66, "c": 66, "d": 5, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 9, "no_work": 0, "not_reported": 0, "other": 0, "total": 627, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Bret Larget", "CAMERON JONES", "Miranda Rintoul", "Sahifa Siddiqua" ], "a": 375, "ab": 168, "b": 139, "bc": 27, "c": 33, "d": 4, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 1, "total": 753, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Miranda Rintoul", "Sahifa Siddiqua" ], "a": 193, "ab": 142, "b": 219, "bc": 72, "c": 49, "d": 9, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 690, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Bi Cheng Wu", "Miranda Rintoul", "Sahifa Siddiqua" ], "a": 261, "ab": 135, "b": 158, "bc": 77, "c": 86, "d": 23, "f": 6, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 746, "source_aliases": [ "STAT 240" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Miranda Rintoul", "Sahifa Siddiqua" ], "a": 126, "ab": 122, "b": 174, "bc": 78, "c": 74, "d": 17, "f": 8, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 1, "other": 0, "total": 604, "source_aliases": [ "STAT 240" ] } ] ``` ### statistics #### gpa 3.355 #### graded 5828 #### counts * 2174 * 1507 * 1248 * 426 * 350 * 73 * 50 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_03f8aaae24bac7658b319ca8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_03f8aaae24bac7658b319ca8-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_03f8aaae24bac7658b319ca8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_03f8aaae24bac7658b319ca8-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_03f8aaae24bac7658b319ca8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_03f8aaae24bac7658b319ca8-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_03f8aaae24bac7658b319ca8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_03f8aaae24bac7658b319ca8-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_03f8aaae24bac7658b319ca8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_03f8aaae24bac7658b319ca8-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.3549245024021963 #### count 5828 #### university ##### size 4661 ##### gpa Percentile 12 ##### count Percentile 99 ##### median Count 135 ##### 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 | 11 | false | | 2.8–3.2 | 249 | false | | 3.2–3.6 | 1121 | true | | 3.6–4.0 | 3280 | false | #### departments ```json [ { "subject": "STAT", "comparison": { "size": 73, "gpaPercentile": 25, "countPercentile": 99, "medianCount": 199, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 31, "current": true }, { "range": "3.6–4.0", "count": 34, "current": false } ] } } ] ``` ### terms #### 1202 ##### term 1202 ##### gpa 3.253846153846154 ##### count 65 ##### university ###### size 1102 ###### gpa Percentile 25 ###### count Percentile 47 ###### 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 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 30, "gpaPercentile": 41, "countPercentile": 28, "medianCount": 80.5, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.5728643216080402 ##### count 199 ##### university ###### size 1111 ###### gpa Percentile 42 ###### count Percentile 87 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 25, "gpaPercentile": 67, "countPercentile": 83, "medianCount": 100, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.4634920634920636 ##### count 315 ##### university ###### size 1157 ###### gpa Percentile 35 ###### count Percentile 93 ###### median Count 64 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 32, "gpaPercentile": 45, "countPercentile": 90, "medianCount": 55.5, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.4834834834834836 ##### count 333 ##### university ###### size 1171 ###### gpa Percentile 37 ###### count Percentile 94 ###### 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": "STAT", "comparison": { "size": 27, "gpaPercentile": 50, "countPercentile": 88, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.6235955056179776 ##### count 445 ##### university ###### size 1216 ###### gpa Percentile 48 ###### count Percentile 96 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 32, "gpaPercentile": 81, "countPercentile": 97, "medianCount": 60.5, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.457486136783734 ##### count 541 ##### university ###### size 1188 ###### gpa Percentile 32 ###### count Percentile 97 ###### 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 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 25, "gpaPercentile": 54, "countPercentile": 100, "medianCount": 67, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.450187969924812 ##### count 532 ##### university ###### size 1295 ###### gpa Percentile 30 ###### count Percentile 97 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 34, "gpaPercentile": 48, "countPercentile": 100, "medianCount": 55, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.2641815235008105 ##### count 617 ##### university ###### size 1241 ###### gpa Percentile 17 ###### count Percentile 98 ###### 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": "STAT", "comparison": { "size": 29, "gpaPercentile": 29, "countPercentile": 100, "medianCount": 62, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.5233333333333334 ##### count 750 ##### university ###### size 1333 ###### gpa Percentile 35 ###### count Percentile 99 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 32, "gpaPercentile": 65, "countPercentile": 100, "medianCount": 70.5, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.2259475218658893 ##### count 686 ##### university ###### size 1289 ###### gpa Percentile 12 ###### count Percentile 99 ###### 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 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 28, "gpaPercentile": 26, "countPercentile": 100, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.187667560321716 ##### count 746 ##### university ###### size 1320 ###### gpa Percentile 10 ###### count Percentile 99 ###### 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": "STAT", "comparison": { "size": 29, "gpaPercentile": 29, "countPercentile": 100, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": true }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.026711185308848 ##### count 599 ##### university ###### size 1283 ###### gpa Percentile 5 ###### count Percentile 98 ###### 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 | false | | 2.8–3.2 | 130 | true | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 26, "gpaPercentile": 32, "countPercentile": 100, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": true }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4661 ###### gpa 3.700464951450254 ###### top Share 84.3789579724209 ###### count 135 ##### STAT ###### size 73 ###### gpa 3.5675913975498132 ###### top Share 76.78102082120591 ###### count 199 #### terms ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### STAT ###### size 30 ###### gpa 3.4022744829589433 ###### top Share 67.29048111947832 ###### count 80.5 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### STAT ###### size 25 ###### gpa 3.4555542540486095 ###### top Share 69.54152339778892 ###### count 100 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### STAT ###### size 32 ###### gpa 3.4861059411832307 ###### top Share 71.46520654148341 ###### count 55.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### STAT ###### size 27 ###### gpa 3.4650681869904103 ###### top Share 69.88606041738046 ###### count 74 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### STAT ###### size 32 ###### gpa 3.4024781451477413 ###### top Share 66.63145704464162 ###### count 60.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### STAT ###### size 25 ###### gpa 3.396227416481204 ###### top Share 66.8429997070879 ###### count 67 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### STAT ###### size 34 ###### gpa 3.4558758327213903 ###### top Share 69.10154863162224 ###### count 55 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### STAT ###### size 29 ###### gpa 3.390846810323202 ###### top Share 64.2629736611174 ###### count 62 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### STAT ###### size 32 ###### gpa 3.423918594183889 ###### top Share 68.17668754351217 ###### count 70.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### STAT ###### size 28 ###### gpa 3.4752654121860003 ###### top Share 68.35873780152826 ###### count 70 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### STAT ###### size 29 ###### gpa 3.415022952129974 ###### top Share 64.95385808199006 ###### count 81 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### STAT ###### size 26 ###### gpa 3.343399816676682 ###### top Share 63.23102425546245 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_a37aaac156a2021f5b113095", "name": "BI CHENG WU", "count": 1711, "terms": [ { "term": "1222", "count": 190, "sections": 2, "gpa": 3.4894736842105263 }, { "term": "1224", "count": 131, "sections": 1, "gpa": 3.4656488549618323 }, { "term": "1232", "count": 274, "sections": 2, "gpa": 3.68978102189781 }, { "term": "1234", "count": 276, "sections": 2, "gpa": 3.385869565217391 }, { "term": "1242", "count": 397, "sections": 3, "gpa": 3.4319899244332492 }, { "term": "1244", "count": 276, "sections": 2, "gpa": 3.2065217391304346 }, { "term": "1262", "count": 167, "sections": 1, "gpa": 2.81437125748503 } ] }, { "uid": "instructor_862a61219afe05b2a1dac6ce", "name": "SAHIFA SIDDIQUA", "count": 1341, "terms": [ { "term": "1252", "count": 405, "sections": 3, "gpa": 3.5320987654320986 }, { "term": "1254", "count": 414, "sections": 3, "gpa": 3.199275362318841 }, { "term": "1262", "count": 198, "sections": 1, "gpa": 3.287878787878788 }, { "term": "1264", "count": 324, "sections": 2, "gpa": 3.0416666666666665 } ] }, { "uid": "instructor_0fa00489e3ab3e94b9e52d89", "name": "BRET LARGET", "count": 1106, "terms": [ { "term": "1202", "count": 65, "sections": 1, "gpa": 3.253846153846154 }, { "term": "1212", "count": 133, "sections": 1, "gpa": 3.5338345864661656 }, { "term": "1222", "count": 125, "sections": 2, "gpa": 3.424 }, { "term": "1232", "count": 171, "sections": 1, "gpa": 3.517543859649123 }, { "term": "1234", "count": 137, "sections": 1, "gpa": 3.576642335766423 }, { "term": "1242", "count": 135, "sections": 1, "gpa": 3.5037037037037035 }, { "term": "1244", "count": 203, "sections": 1, "gpa": 3.1995073891625614 }, { "term": "1252", "count": 137, "sections": 1, "gpa": 3.4416058394160585 } ] }, { "uid": "instructor_adaa4a02e24050ee4c903cba", "name": "MIRANDA RINTOUL", "count": 1067, "terms": [ { "term": "1252", "count": 139, "sections": 1, "gpa": 3.5575539568345325 }, { "term": "1254", "count": 272, "sections": 2, "gpa": 3.266544117647059 }, { "term": "1262", "count": 381, "sections": 2, "gpa": 3.2992125984251968 }, { "term": "1264", "count": 275, "sections": 2, "gpa": 3.0090909090909093 } ] }, { "uid": "instructor_253cce0f28321f783c10482f", "name": "JESSI KEHE", "count": 268, "terms": [ { "term": "1212", "count": 66, "sections": 1, "gpa": 3.6515151515151514 }, { "term": "1224", "count": 202, "sections": 1, "gpa": 3.495049504950495 } ] }, { "uid": "instructor_d9e618b3ccbe558e29172b04", "name": "CAMERON JONES", "count": 207, "terms": [ { "term": "1244", "count": 138, "sections": 1, "gpa": 3.4746376811594204 }, { "term": "1252", "count": 69, "sections": 1, "gpa": 3.5652173913043477 } ] }, { "uid": "instructor_f5806fb639ea1d8908810753", "name": "HAMNA HANNAN", "count": 128, "terms": [ { "term": "1234", "count": 128, "sections": 1, "gpa": 3.484375 } ] } ] ``` ## following | code | title | | ----------------- | ---------------------------------------------------------- | | BMI/COMPSCI 567 | BIOMEDICAL IMAGE ANALYSIS | | BOTANY/PLPATH 563 | PHYLOGENETIC ANALYSIS OF MOLECULAR DATA | | ECON 400 | INTRODUCTION TO APPLIED ECONOMETRICS | | ECON 570 | FUNDAMENTALS OF DATA ANALYTICS FOR ECONOMISTS | | ECON 695 | TOPICS IN ECONOMIC DATA ANALYSIS | | EDPSYCH 360 | EDUCATIONAL DATA SCIENCE | | F\&WECOL 458 | ENVIRONMENTAL DATA SCIENCE | | MATH/STAT 310 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II | | NUTRSCI 379 | INTRODUCTION TO EPIDEMIOLOGY | | PUBAFFR 340 | INTERMEDIATE EVIDENCE-BASED POLICYMAKING AND COMMUNICATION | | SOILSCI 585 | USING R FOR SOIL AND ENVIRONMENTAL SCIENCES | | STAT 303 | R FOR STATISTICS I | | STAT 333 | APPLIED REGRESSION ANALYSIS | | STAT 340 | DATA SCIENCE MODELING II | | STAT 405 | DATA SCIENCE COMPUTING PROJECT | | STAT 424 | STATISTICAL EXPERIMENTAL DESIGN | | STAT 436 | STATISTICAL DATA VISUALIZATION | ## projection ### target 1272 ### interval #### lower 3.08 #### upper 3.76 #### coverage 80 #### terms 4 ### gpa 3.417533845735071 ### grades | grade | percentage | | ----- | ------------------ | | A | 39.71860781508777 | | AB | 29.084038853331133 | | B | 18.708935159038344 | | BC | 5.557860582178739 | | C | 4.883052357026643 | | D | 1.2972556798818609 | | F | 0.7502495534554924 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 2788 ### same Season true ### historical Range * 3.187667560321716 * 3.623595505617978 ### backtest #### terms 4 #### gpa Error 0.15074365994044914 #### mix Error 18.445844972240682