# DS 221: Person and Environment Interactions | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DS_221) ## 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 f61ebd5df6f362ec1e00c45edef8f5ada8be69ac8aa5104fb9b0399e097e0fb0 ### course id DS 221 ### course uid course\_a320994e11fabfd2e91776fc ### catalog version id a1e22ef4c9204e7888423a856a45a47b34b0a79c0c436544fddb6a5671ef0c59 ### course number 221 ### subjects * DS ### title PERSON AND ENVIRONMENT INTERACTIONS ### description Effects of building and outdoor spaces on people over the life course. ### requirements text None ### credits min 3 ### credits max 3 ### credit offering ids * 1272:359:007169 ### llm job id enrich-b6d8f78c1be0d523cf09d00d ### llm output id 5d7f412eeb9810c4c314f6d6dc580da21f738cf7e4b4312bef78cdd3ff8bd423 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary DS 221 examines how built and outdoor environments impact people throughout their lives. ### llm topics * Building and outdoor spaces * Life course development ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * DS 221 course description * human environment interactions design * life course built environment ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash e1732b2c50e8490b5decbb8b926704c1d4b936c05fec4815c696be89d7d7e367 #### course id DS 221 #### current instructors ```json [ { "instructor_uid": "instructor_4edf5476f6da7af32c712587", "message": "No course-specific reviews available", "name": "Curtis Xu", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2024: 3.63 GPA, 77.0% A/AB (n=113 letter grades); Fall 2025: 3.64 GPA, 75.9% A/AB (n=112 letter grades). Includes jointly taught sections." } ] }, { "instructor_uid": "instructor_838c97431224aeb64403296d", "message": "No course-specific reviews available", "name": "Haritha Siddardh Gourishetty", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_9e0add1d63cd53a36c58983e", "message": "No course-specific reviews available", "name": "Rachael Shields", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_93d9f80641f058458e794f80", "message": "No course-specific reviews available", "name": "Samuel Dennis", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2369161", "summary": [] } ] ``` #### difficulty workload Historical reviews of Michael Hunt, Uchita Vaid: Workload includes exams, projects, and discussion participation. Exams are thorough and recall-based; some find them easy with preparation, while others find them challenging due to specific questions not covered in lectures. Discussion sections and TA feedback are noted as helpful for grades. ```json { "citations": [ { "instructor_name": "Michael Hunt", "review_date": "2009-01-21 22:20:01 +0000 UTC", "review_id": "10a369e3f5048f1152b927bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDAxMjA1", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-12-28 18:20:04 +0000 UTC", "review_id": "9aee6351435cc97a23307aad", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE2NjUwNzQ4", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2011-03-23 20:31:34 +0000 UTC", "review_id": "c62ce254a51c17e503e9f793", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE4MzA0OTk2", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-11-17 20:54:51 +0000 UTC", "review_id": "33b8cb5e653e7cf7f1dca670", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1MjU5NDIy", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-11-22 03:04:27 +0000 UTC", "review_id": "374099573509239840805031", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1MjgzODM0", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-12-08 02:35:36 +0000 UTC", "review_id": "0773d700a3aa3d26a8e30307", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1NDEwNjA3", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2022-03-10 03:38:58 +0000 UTC", "review_id": "2131590c3fd094cacb1c2607", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1OTIyMjU5", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2023-12-22 18:36:05 +0000 UTC", "review_id": "002001a9509b2de2b19a0fed", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM4Nzc3NDMw", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Michael Hunt, Uchita Vaid: Michael Hunt is described as an engaging lecturer who provides fair exams and helpful support, with students recommending his class. Uchita Vaid receives polarized feedback; some students find her lectures bland and exams difficult, while others praise her passion, clear explanations, and availability. ```json { "citations": [ { "instructor_name": "Michael Hunt", "review_date": "2009-01-21 22:20:01 +0000 UTC", "review_id": "10a369e3f5048f1152b927bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDAxMjA1", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-02-02 18:36:40 +0000 UTC", "review_id": "c01b69656c543c8497cba523", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDM1MzQ0", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-12-28 18:20:04 +0000 UTC", "review_id": "9aee6351435cc97a23307aad", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE2NjUwNzQ4", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2011-03-23 20:31:34 +0000 UTC", "review_id": "c62ce254a51c17e503e9f793", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE4MzA0OTk2", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-11-17 20:54:51 +0000 UTC", "review_id": "33b8cb5e653e7cf7f1dca670", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1MjU5NDIy", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-11-22 03:04:27 +0000 UTC", "review_id": "374099573509239840805031", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1MjgzODM0", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-12-08 02:35:36 +0000 UTC", "review_id": "0773d700a3aa3d26a8e30307", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1NDEwNjA3", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-12-12 02:28:49 +0000 UTC", "review_id": "e3153b942677fa4f198379c9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1NDc4Njkz", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2022-03-10 03:38:58 +0000 UTC", "review_id": "2131590c3fd094cacb1c2607", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1OTIyMjU5", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2023-12-22 18:36:05 +0000 UTC", "review_id": "002001a9509b2de2b19a0fed", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM4Nzc3NDMw", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take DS 221 offers engaging content and is useful for many majors, though experiences vary significantly by instructor. Historical reviews highlight Michael Hunt as an accessible and fascinating lecturer, while Uchita Vaid receives polarized feedback ranging from excellent support to complaints about vague teaching and difficult exams. ```json { "citations": [ { "instructor_name": "Michael Hunt", "review_date": "2009-01-21 22:20:01 +0000 UTC", "review_id": "10a369e3f5048f1152b927bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDAxMjA1", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-02-02 18:36:40 +0000 UTC", "review_id": "c01b69656c543c8497cba523", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDM1MzQ0", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-12-28 18:20:04 +0000 UTC", "review_id": "9aee6351435cc97a23307aad", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE2NjUwNzQ4", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2011-03-23 20:31:34 +0000 UTC", "review_id": "c62ce254a51c17e503e9f793", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE4MzA0OTk2", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-11-17 20:54:51 +0000 UTC", "review_id": "33b8cb5e653e7cf7f1dca670", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1MjU5NDIy", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-11-22 03:04:27 +0000 UTC", "review_id": "374099573509239840805031", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1MjgzODM0", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-12-08 02:35:36 +0000 UTC", "review_id": "0773d700a3aa3d26a8e30307", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1NDEwNjA3", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-12-12 02:28:49 +0000 UTC", "review_id": "e3153b942677fa4f198379c9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1NDc4Njkz", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2022-03-10 03:38:58 +0000 UTC", "review_id": "2131590c3fd094cacb1c2607", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1OTIyMjU5", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2023-12-22 18:36:05 +0000 UTC", "review_id": "002001a9509b2de2b19a0fed", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM4Nzc3NDMw", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.66 GPA, 78.2% A/AB (n=124 letter grades); Fall 2024: 3.63 GPA, 77.0% A/AB (n=113 letter grades); Fall 2025: 3.64 GPA, 75.9% A/AB (n=112 letter grades). ```json { "citations": [ { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Michael Hunt, Uchita Vaid: Students value engaging lectures and clear project criteria. Some find discussions unhelpful or lectures bland, while others praise instructors for being approachable and responsive. Attending lectures is recommended to capture specific studies and concepts tested on exams, and participating in sections can significantly improve grades. ```json { "citations": [ { "instructor_name": "Michael Hunt", "review_date": "2009-01-21 22:20:01 +0000 UTC", "review_id": "10a369e3f5048f1152b927bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDAxMjA1", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-02-02 18:36:40 +0000 UTC", "review_id": "c01b69656c543c8497cba523", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE1NDM1MzQ0", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2009-12-28 18:20:04 +0000 UTC", "review_id": "9aee6351435cc97a23307aad", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE2NjUwNzQ4", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Michael Hunt", "review_date": "2011-03-23 20:31:34 +0000 UTC", "review_id": "c62ce254a51c17e503e9f793", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:597662", "source_review_id": "UmF0aW5nLTE4MzA0OTk2", "source_url": "https://www.ratemyprofessors.com/professor/597662", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2021-12-12 02:28:49 +0000 UTC", "review_id": "e3153b942677fa4f198379c9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1NDc4Njkz", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2022-03-10 03:38:58 +0000 UTC", "review_id": "2131590c3fd094cacb1c2607", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM1OTIyMjU5", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2023-12-22 18:36:05 +0000 UTC", "review_id": "002001a9509b2de2b19a0fed", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTM4Nzc3NDMw", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2025-12-08 16:19:56 +0000 UTC", "review_id": "be33a7fee5f3052f6ccd85eb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTQyMDk0Nzc3", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" }, { "instructor_name": "Uchita Vaid", "review_date": "2026-03-24 18:31:53 +0000 UTC", "review_id": "712f9a91490c54b4913527a5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2738955", "source_review_id": "UmF0aW5nLTQyNzMyMDYy", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CURTIS XU is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MICHAEL E. HUNT is recorded teaching in Fall 2006, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" } ] } ``` UCHITA VAID is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 221", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "source_record": { "entity_id": "06a5a8e5-1002-3c9a-930d-eee941bd05cb", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_4edf5476f6da7af32c712587", "source": "enrollment", "source_instructor_id": "cxu378", "identity_basis": "netid", "identity_status": "source_identified", "name": "Curtis Xu", "email": "CXU378@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/CURTIS_XU" }, { "instructor_uid": "instructor_838c97431224aeb64403296d", "source": "enrollment", "source_instructor_id": "bhairavabhat", "identity_basis": "netid", "identity_status": "source_identified", "name": "Haritha Siddardh Gourishetty", "email": "BHAIRAVABHAT@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/HARITHA_SIDDARDH_GOURISHETTY" }, { "instructor_uid": "instructor_9e0add1d63cd53a36c58983e", "source": "enrollment", "source_instructor_id": "rshields2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rachael Shields", "email": "RSHIELDS2@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/RACHAEL_SHIELDS" }, { "instructor_uid": "instructor_93d9f80641f058458e794f80", "source": "enrollment", "source_instructor_id": "sfdennisjr", "identity_basis": "netid", "identity_status": "source_identified", "name": "Samuel Dennis", "email": "SFDENNISJR@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": 4, "quality": 5, "difficulty": 1.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2369161", "source_url": "https://www.ratemyprofessors.com/professor/2369161", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:37.773670+00:00", "courses": { "course_bc15af5ed86c36d93f9f6c04": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 }, "course_4d8a51349a7f51690fe79105": { "review_count": 2, "quality": 5, "difficulty": 1, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SAMUEL_DENNIS" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:359:007169", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1272", "source_course_id": "007169", "source_subject_id": "359", "title": "Person and Environment Interactions", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17421", "term_id": "1272", "source_section_id": "17421", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 120, "enrolled": 102, "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:1272:17422", "term_id": "1272", "source_section_id": "17422", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 20, "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:1272:17423", "term_id": "1272", "source_section_id": "17423", "identity_basis": "class_number", "section_number": "302", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 15, "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:1272:17424", "term_id": "1272", "source_section_id": "17424", "identity_basis": "class_number", "section_number": "303", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 15, "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:1272:17425", "term_id": "1272", "source_section_id": "17425", "identity_basis": "class_number", "section_number": "304", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 15, "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:1272:17426", "term_id": "1272", "source_section_id": "17426", "identity_basis": "class_number", "section_number": "305", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 15, "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:1272:20395", "term_id": "1272", "source_section_id": "20395", "identity_basis": "class_number", "section_number": "306", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 15, "enrolled": 15, "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_ec1ec63639c07122783afdf1", "source": "madgrades", "source_instructor_id": "2601744", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL E. HUNT", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.983, "graded": 783, "counts": [ 187, 136, 207, 124, 60, 61, 8 ], "sections": 35 }, "instructor_url": "/instructors/MICHAEL_E_HUNT--instructor_ec1ec63639c07122783afdf1" }, { "instructor_uid": "instructor_67b9619676394850a8806528", "source": "madgrades", "source_instructor_id": "703042", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CAROLINE LOUISE CARNCROSS", "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": 3.227, "graded": 66, "counts": [ 13, 21, 18, 11, 3, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/CAROLINE_LOUISE_CARNCROSS--instructor_67b9619676394850a8806528" }, { "instructor_uid": "instructor_acf12dbb7dff4c44598f953c", "source": "madgrades", "source_instructor_id": "3958445", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTA BOLLIG", "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": 3.333, "graded": 54, "counts": [ 15, 13, 21, 3, 2, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/KRISTA_BOLLIG" }, { "instructor_uid": "instructor_b2172c5773468db639d8fc37", "source": "madgrades", "source_instructor_id": "5453123", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KRISTIN THORLEIFSDOTTIR", "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": 3.443, "graded": 440, "counts": [ 175, 122, 94, 28, 17, 2, 2 ], "sections": 25 }, "instructor_url": "/instructors/KRISTIN_THORLEIFSDOTTIR" }, { "instructor_uid": "instructor_536735e608e3ffe41201fcc2", "source": "madgrades", "source_instructor_id": "3191085", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICOLE CRAANEN", "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": 3.375, "graded": 80, "counts": [ 32, 22, 16, 2, 5, 2, 1 ], "sections": 1 }, "instructor_url": "/instructors/NICOLE_CRAANEN" }, { "instructor_uid": "instructor_847c8d879cef80b962c914fb", "source": "madgrades", "source_instructor_id": "6233811", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZEINAB NAZARI", "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": 3.071, "graded": 141, "counts": [ 43, 19, 44, 9, 19, 2, 5 ], "sections": 1 }, "instructor_url": "/instructors/ZEINAB_NAZARI--instructor_847c8d879cef80b962c914fb" }, { "instructor_uid": "instructor_a1a7f5c29f1d2d6b1061f72c", "source": "madgrades", "source_instructor_id": "6318211", "identity_basis": "source_id", "identity_status": "source_identified", "name": "UCHITA VAID", "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": 16, "quality": 3.62, "difficulty": 3.31, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:2738955", "source_url": "https://www.ratemyprofessors.com/professor/2738955", "match_basis": "exact_name", "observed_at": "2026-09-07 16:00:26.401961+00:00", "courses": { "course_a320994e11fabfd2e91776fc": { "review_count": 14, "quality": 3.5, "difficulty": 3.29, "quality_count": 14, "difficulty_count": 14 }, "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 2, "quality": 4.5, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.642047657525887, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.589, "graded": 935, "counts": [ 582, 127, 148, 22, 37, 10, 9 ], "sections": 32 }, "instructor_url": "/instructors/UCHITA_VAID--instructor_a1a7f5c29f1d2d6b1061f72c" }, { "instructor_uid": "instructor_ba7b1264733ab58683210f50", "source": "madgrades", "source_instructor_id": "5464572", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TU-NGUYEN PHAN", "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": 3.071, "graded": 141, "counts": [ 43, 19, 44, 9, 19, 2, 5 ], "sections": 1 }, "instructor_url": "/instructors/TU-NGUYEN_PHAN--instructor_ba7b1264733ab58683210f50" }, { "instructor_uid": "instructor_e83fb8ae49767bb3f2e0e80d", "source": "madgrades", "source_instructor_id": "6086994", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RUDY DIEUDONNE", "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": 3.299, "graded": 329, "counts": [ 131, 63, 75, 20, 31, 4, 5 ], "sections": 8 }, "instructor_url": "/instructors/RUDY_DIEUDONNE--instructor_e83fb8ae49767bb3f2e0e80d" }, { "instructor_uid": "instructor_6b49bb482126150606cf4ea9", "source": "madgrades", "source_instructor_id": "6365758", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MELODY PAK", "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": 3.772, "graded": 723, "counts": [ 547, 89, 58, 9, 15, 1, 4 ], "sections": 7 }, "instructor_url": "/instructors/MELODY_PAK--instructor_6b49bb482126150606cf4ea9" }, { "instructor_uid": "instructor_9bc42c3c72e884fa24ef4a08", "source": "madgrades", "source_instructor_id": "6458058", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALLYN LOTTOUZEE", "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": 3.642, "graded": 144, "counts": [ 100, 14, 16, 3, 10, 0, 1 ], "sections": 2 }, "instructor_url": "/instructors/ALLYN_LOTTOUZEE--instructor_9bc42c3c72e884fa24ef4a08" }, { "instructor_uid": "instructor_bc7e64f3bbddd84f19ad3bab", "source": "madgrades", "source_instructor_id": "6587388", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ELIZABETH RENDON BETANCUR", "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": 3.657, "graded": 124, "counts": [ 86, 11, 16, 2, 9, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ELIZABETH_RENDON_BETANCUR--instructor_bc7e64f3bbddd84f19ad3bab" }, { "instructor_uid": "instructor_53fc5bdd19e2cca25cf8a798", "source": "madgrades", "source_instructor_id": "6306968", "identity_basis": "source_id", "identity_status": "source_identified", "name": "COLE MICHAELSEN", "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": 3.633, "graded": 113, "counts": [ 72, 15, 21, 0, 3, 1, 1 ], "sections": 1 }, "instructor_url": "/instructors/COLE_MICHAELSEN--instructor_53fc5bdd19e2cca25cf8a798" }, { "instructor_uid": "instructor_9062d560dc8446f83c702a53", "source": "madgrades", "source_instructor_id": "6648540", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CURTIS XU", "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": 3.734, "graded": 411, "counts": [ 293, 56, 45, 7, 6, 2, 2 ], "sections": 4 }, "instructor_url": "/instructors/CURTIS_XU--instructor_9062d560dc8446f83c702a53" }, { "instructor_uid": "instructor_998af11908fa5dd8deefc6fe", "source": "madgrades", "source_instructor_id": "6551312", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BONBON YANG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.688, "graded": 597, "counts": [ 416, 85, 62, 5, 19, 4, 6 ], "sections": 6 }, "instructor_url": "/instructors/BONBON_YANG--instructor_998af11908fa5dd8deefc6fe" }, { "instructor_uid": "instructor_8ba94aa230aabf6b367c6f83", "source": "madgrades", "source_instructor_id": "6569698", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MAKENNA KULL", "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": 3.743, "graded": 183, "counts": [ 137, 16, 22, 4, 2, 1, 1 ], "sections": 2 }, "instructor_url": "/instructors/MAKENNA_KULL--instructor_8ba94aa230aabf6b367c6f83" }, { "instructor_uid": "instructor_4edf5476f6da7af32c712587", "source": "enrollment", "source_instructor_id": "cxu378", "identity_basis": "netid", "identity_status": "source_identified", "name": "Curtis Xu", "email": "CXU378@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/CURTIS_XU" }, { "instructor_uid": "instructor_838c97431224aeb64403296d", "source": "enrollment", "source_instructor_id": "bhairavabhat", "identity_basis": "netid", "identity_status": "source_identified", "name": "Haritha Siddardh Gourishetty", "email": "BHAIRAVABHAT@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/HARITHA_SIDDARDH_GOURISHETTY" }, { "instructor_uid": "instructor_93d9f80641f058458e794f80", "source": "enrollment", "source_instructor_id": "sfdennisjr", "identity_basis": "netid", "identity_status": "source_identified", "name": "Samuel Dennis", "email": "SFDENNISJR@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": 4, "quality": 5, "difficulty": 1.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2369161", "source_url": "https://www.ratemyprofessors.com/professor/2369161", "match_basis": "exact_name", "observed_at": "2026-09-07 16:07:37.773670+00:00", "courses": { "course_bc15af5ed86c36d93f9f6c04": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 }, "course_4d8a51349a7f51690fe79105": { "review_count": 2, "quality": 5, "difficulty": 1, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SAMUEL_DENNIS" }, { "instructor_uid": "instructor_9e0add1d63cd53a36c58983e", "source": "enrollment", "source_instructor_id": "rshields2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Rachael Shields", "email": "RSHIELDS2@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/RACHAEL_SHIELDS" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "MICHAEL E. HUNT" ], "a": 9, "ab": 11, "b": 24, "bc": 9, "c": 6, "d": 7, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 68, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "CAROLINE LOUISE CARNCROSS" ], "a": 13, "ab": 21, "b": 18, "bc": 11, "c": 3, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 66, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "MICHAEL E. HUNT" ], "a": 30, "ab": 11, "b": 17, "bc": 7, "c": 5, "d": 4, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 75, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "MICHAEL E. HUNT" ], "a": 17, "ab": 11, "b": 19, "bc": 13, "c": 6, "d": 4, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 70, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "MICHAEL E. 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HUNT" ], "a": 17, "ab": 11, "b": 16, "bc": 9, "c": 6, "d": 5, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 65, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "MICHAEL E. HUNT" ], "a": 10, "ab": 11, "b": 18, "bc": 12, "c": 4, "d": 5, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 63, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "MICHAEL E. HUNT" ], "a": 14, "ab": 6, "b": 14, "bc": 12, "c": 3, "d": 7, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 59, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "MICHAEL E. HUNT" ], "a": 13, "ab": 13, "b": 8, "bc": 17, "c": 7, "d": 5, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 63, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "MICHAEL E. HUNT" ], "a": 12, "ab": 10, "b": 23, "bc": 8, "c": 6, "d": 4, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 63, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "MICHAEL E. HUNT" ], "a": 11, "ab": 8, "b": 18, "bc": 14, "c": 5, "d": 9, "f": 0, "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": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "MICHAEL E. HUNT" ], "a": 19, "ab": 12, "b": 18, "bc": 10, "c": 4, "d": 4, "f": 1, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 69, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "KRISTA BOLLIG", "MICHAEL E. HUNT" ], "a": 15, "ab": 13, "b": 21, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 55, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "KRISTIN THORLEIFSDOTTIR" ], "a": 7, "ab": 8, "b": 2, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "KRISTIN THORLEIFSDOTTIR" ], "a": 11, "ab": 18, "b": 4, "bc": 5, "c": 2, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 43, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "KRISTIN THORLEIFSDOTTIR" ], "a": 49, "ab": 17, "b": 18, "bc": 4, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 92, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "KRISTIN THORLEIFSDOTTIR" ], "a": 23, "ab": 22, "b": 29, "bc": 6, "c": 3, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 85, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "NICOLE CRAANEN" ], "a": 32, "ab": 22, "b": 16, "bc": 2, "c": 5, "d": 2, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 81, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "KRISTIN THORLEIFSDOTTIR" ], "a": 34, "ab": 21, "b": 16, "bc": 2, "c": 4, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 78, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "KRISTIN THORLEIFSDOTTIR" ], "a": 29, "ab": 24, "b": 7, "bc": 8, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 71, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "RUDY DIEUDONNE", "TU-NGUYEN PHAN", "Uchita Vaid", "ZEINAB NAZARI" ], "a": 43, "ab": 19, "b": 44, "bc": 9, "c": 19, "d": 2, "f": 5, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 143, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Uchita Vaid" ], "a": 61, "ab": 25, "b": 33, "bc": 7, "c": 3, "d": 4, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 135, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "ALLYN LOTTOUZEE", "ELIZABETH RENDON BETANCUR", "Melody Pak", "Uchita Vaid" ], "a": 86, "ab": 11, "b": 16, "bc": 2, "c": 9, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 124, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "BONBON YANG", "COLE MICHAELSEN", "Curtis Xu", "Uchita Vaid" ], "a": 72, "ab": 15, "b": 21, "bc": 0, "c": 3, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 113, "source_aliases": [ "DS 221" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 221", "course_uid": "course_a320994e11fabfd2e91776fc", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "BONBON YANG", "Curtis Xu", "MAKENNA KULL", "Uchita Vaid" ], "a": 71, "ab": 14, "b": 20, "bc": 4, "c": 2, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 112, "source_aliases": [ "DS 221" ] } ] ``` ### statistics #### gpa 3.252 #### graded 1940 #### counts * 718 * 373 * 451 * 185 * 121 * 73 * 19 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a320994e11fabfd2e91776fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a320994e11fabfd2e91776fc-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a320994e11fabfd2e91776fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a320994e11fabfd2e91776fc-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_a320994e11fabfd2e91776fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a320994e11fabfd2e91776fc-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_a320994e11fabfd2e91776fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a320994e11fabfd2e91776fc-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a320994e11fabfd2e91776fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a320994e11fabfd2e91776fc-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.2515463917525773 #### count 1940 #### university ##### size 4833 ##### gpa Percentile 11 ##### count Percentile 93 ##### median Count 189 ##### 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 | 20 | false | | 2.8–3.2 | 401 | false | | 3.2–3.6 | 1443 | true | | 3.6–4.0 | 2969 | false | #### departments ```json [ { "subject": "DS", "comparison": { "size": 46, "gpaPercentile": 2, "countPercentile": 98, "medianCount": 213.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 29, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 2.8059701492537314 ##### count 67 ##### university ###### size 723 ###### gpa Percentile 9 ###### count Percentile 49 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 62 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 306 | false | | 3.6–4.0 | 180 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1074 ##### term 1074 ##### gpa 3.227272727272727 ##### count 66 ##### university ###### size 695 ###### gpa Percentile 37 ###### count Percentile 48 ###### 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 | 3 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 184 | false | | 3.2–3.6 | 256 | true | | 3.6–4.0 | 199 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1082 ##### term 1082 ##### gpa 3.2567567567567566 ##### count 74 ##### university ###### size 723 ###### gpa Percentile 40 ###### count Percentile 54 ###### 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 | 51 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | true | | 3.6–4.0 | 204 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1084 ##### term 1084 ##### gpa 3.0285714285714285 ##### count 70 ##### university ###### size 720 ###### gpa Percentile 20 ###### count Percentile 50 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 207 | true | | 3.2–3.6 | 248 | false | | 3.6–4.0 | 217 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1092 ##### term 1092 ##### gpa 3.0616438356164384 ##### count 73 ##### university ###### size 732 ###### gpa Percentile 22 ###### count Percentile 51 ###### 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 | 41 | false | | 2.8–3.2 | 208 | true | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1094 ##### term 1094 ##### gpa 3.03125 ##### count 64 ##### university ###### size 758 ###### gpa Percentile 18 ###### count Percentile 45 ###### median Count 71 ###### 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 | 35 | false | | 2.8–3.2 | 226 | true | | 3.2–3.6 | 259 | false | | 3.6–4.0 | 236 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1102 ##### term 1102 ##### gpa 2.7857142857142856 ##### count 63 ##### university ###### size 774 ###### gpa Percentile 6 ###### count Percentile 46 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | true | | 2.8–3.2 | 201 | false | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1104 ##### term 1104 ##### gpa 2.7457627118644066 ##### count 59 ##### university ###### size 793 ###### gpa Percentile 5 ###### count Percentile 45 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 4 | false | | 2.4–2.8 | 49 | true | | 2.8–3.2 | 205 | false | | 3.2–3.6 | 294 | false | | 3.6–4.0 | 241 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1112 ##### term 1112 ##### gpa 2.9047619047619047 ##### count 63 ##### university ###### size 805 ###### gpa Percentile 11 ###### count Percentile 47 ###### 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 | 45 | false | | 2.8–3.2 | 218 | true | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1114 ##### term 1114 ##### gpa 2.984126984126984 ##### count 63 ##### university ###### size 804 ###### gpa Percentile 17 ###### count Percentile 46 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 53 | false | | 2.8–3.2 | 231 | true | | 3.2–3.6 | 292 | false | | 3.6–4.0 | 227 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1122 ##### term 1122 ##### gpa 2.769230769230769 ##### count 65 ##### university ###### size 804 ###### gpa Percentile 5 ###### count Percentile 47 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 47 | true | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1124 ##### term 1124 ##### gpa 3.073529411764706 ##### count 68 ##### university ###### size 821 ###### gpa Percentile 23 ###### count Percentile 50 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 39 | false | | 2.8–3.2 | 223 | true | | 3.2–3.6 | 278 | false | | 3.6–4.0 | 280 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1132 ##### term 1132 ##### gpa 3.3333333333333335 ##### count 54 ##### university ###### size 851 ###### gpa Percentile 45 ###### count Percentile 41 ###### 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 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | true | | 3.6–4.0 | 272 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1154 ##### term 1154 ##### gpa 3.425 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1162 ##### term 1162 ##### gpa 3.25 ##### count 42 ##### university ###### size 954 ###### gpa Percentile 31 ###### count Percentile 24 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | true | | 3.6–4.0 | 345 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1172 ##### term 1172 ##### gpa 3.5597826086956523 ##### count 92 ##### university ###### size 991 ###### gpa Percentile 57 ###### count Percentile 67 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | true | | 3.6–4.0 | 390 | false | ##### departments | subject | comparison | | ------- | ---------- | | DS | | #### 1182 ##### term 1182 ##### gpa 3.3095238095238093 ##### count 84 ##### university ###### size 1025 ###### gpa Percentile 32 ###### count Percentile 58 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 10, "countPercentile": 90, "medianCount": 38, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.375 ##### count 80 ##### university ###### size 1077 ###### gpa Percentile 36 ###### count Percentile 58 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 13, "gpaPercentile": 8, "countPercentile": 83, "medianCount": 37, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.467948717948718 ##### count 78 ##### university ###### size 1102 ###### gpa Percentile 42 ###### count Percentile 57 ###### 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": "DS", "comparison": { "size": 15, "gpaPercentile": 14, "countPercentile": 86, "medianCount": 36, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.5 ##### count 70 ##### university ###### size 1111 ###### gpa Percentile 36 ###### count Percentile 51 ###### 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": "DS", "comparison": { "size": 12, "gpaPercentile": 0, "countPercentile": 82, "medianCount": 39.5, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.0709219858156027 ##### count 141 ##### university ###### size 1157 ###### gpa Percentile 9 ###### count Percentile 79 ###### 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 | true | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 12, "gpaPercentile": 0, "countPercentile": 100, "medianCount": 40.5, "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": 1, "current": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.3925925925925924 ##### count 135 ##### university ###### size 1216 ###### gpa Percentile 27 ###### count Percentile 77 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 11, "gpaPercentile": 0, "countPercentile": 90, "medianCount": 45, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.657258064516129 ##### count 124 ##### university ###### size 1295 ###### gpa Percentile 49 ###### count Percentile 76 ###### 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 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 14, "gpaPercentile": 0, "countPercentile": 92, "medianCount": 34, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 0, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.6327433628318584 ##### count 113 ##### university ###### size 1333 ###### gpa Percentile 45 ###### count Percentile 71 ###### 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 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 15, "gpaPercentile": 7, "countPercentile": 93, "medianCount": 34, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.642857142857143 ##### count 112 ##### university ###### size 1320 ###### gpa Percentile 44 ###### count Percentile 70 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "DS", "comparison": { "size": 16, "gpaPercentile": 13, "countPercentile": 87, "medianCount": 35, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 15, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4833 ###### gpa 3.6428504765061613 ###### top Share 80.78497711406129 ###### count 189 ##### DS ###### size 46 ###### gpa 3.6589852410503583 ###### top Share 82.39631391956539 ###### count 213.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### DS ###### size 11 ###### gpa 3.6728726403334844 ###### top Share 82.65322902004556 ###### count 38 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### DS ###### size 13 ###### gpa 3.648509685550376 ###### top Share 81.82278724694115 ###### count 37 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### DS ###### size 15 ###### gpa 3.6646702742916895 ###### top Share 85.74158978455371 ###### count 36 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### DS ###### size 12 ###### gpa 3.784992260200742 ###### top Share 90.38777055679854 ###### count 39.5 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### DS ###### size 12 ###### gpa 3.6331242946101185 ###### top Share 83.46446070919158 ###### count 40.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### DS ###### size 11 ###### gpa 3.7551425596820334 ###### top Share 88.13990152148047 ###### count 45 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### DS ###### size 14 ###### gpa 3.867870759457944 ###### top Share 95.13807967559639 ###### count 34 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### DS ###### size 15 ###### gpa 3.8294156923925837 ###### top Share 91.72424128616156 ###### count 34 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### DS ###### size 16 ###### gpa 3.8204789402191395 ###### top Share 90.8177094763585 ###### count 35 ## instructor Trends ```json [ { "uid": "instructor_ec1ec63639c07122783afdf1", "name": "MICHAEL E. HUNT", "count": 783, "terms": [ { "term": "1072", "count": 67, "sections": 1, "gpa": 2.8059701492537314 }, { "term": "1082", "count": 74, "sections": 1, "gpa": 3.2567567567567566 }, { "term": "1084", "count": 70, "sections": 1, "gpa": 3.0285714285714285 }, { "term": "1092", "count": 73, "sections": 1, "gpa": 3.0616438356164384 }, { "term": "1094", "count": 64, "sections": 1, "gpa": 3.03125 }, { "term": "1102", "count": 63, "sections": 1, "gpa": 2.7857142857142856 }, { "term": "1104", "count": 59, "sections": 1, "gpa": 2.7457627118644066 }, { "term": "1112", "count": 63, "sections": 1, "gpa": 2.9047619047619047 }, { "term": "1114", "count": 63, "sections": 1, "gpa": 2.984126984126984 }, { "term": "1122", "count": 65, "sections": 1, "gpa": 2.769230769230769 }, { "term": "1124", "count": 68, "sections": 1, "gpa": 3.073529411764706 }, { "term": "1132", "count": 54, "sections": 1, "gpa": 3.3333333333333335 } ] }, { "uid": "instructor_a1a7f5c29f1d2d6b1061f72c", "name": "UCHITA VAID", "count": 625, "terms": [ { "term": "1222", "count": 141, "sections": 1, "gpa": 3.0709219858156027 }, { "term": "1232", "count": 135, "sections": 1, "gpa": 3.3925925925925924 }, { "term": "1242", "count": 124, "sections": 1, "gpa": 3.657258064516129 }, { "term": "1252", "count": 113, "sections": 1, "gpa": 3.6327433628318584 }, { "term": "1262", "count": 112, "sections": 1, "gpa": 3.642857142857143 } ] }, { "uid": "instructor_b2172c5773468db639d8fc37", "name": "KRISTIN THORLEIFSDOTTIR", "count": 386, "terms": [ { "term": "1154", "count": 20, "sections": 1, "gpa": 3.425 }, { "term": "1162", "count": 42, "sections": 1, "gpa": 3.25 }, { "term": "1172", "count": 92, "sections": 1, "gpa": 3.5597826086956523 }, { "term": "1182", "count": 84, "sections": 1, "gpa": 3.3095238095238093 }, { "term": "1202", "count": 78, "sections": 1, "gpa": 3.467948717948718 }, { "term": "1212", "count": 70, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_9062d560dc8446f83c702a53", "name": "CURTIS XU", "count": 225, "terms": [ { "term": "1252", "count": 113, "sections": 1, "gpa": 3.6327433628318584 }, { "term": "1262", "count": 112, "sections": 1, "gpa": 3.642857142857143 } ] }, { "uid": "instructor_998af11908fa5dd8deefc6fe", "name": "BONBON YANG", "count": 225, "terms": [ { "term": "1252", "count": 113, "sections": 1, "gpa": 3.6327433628318584 }, { "term": "1262", "count": 112, "sections": 1, "gpa": 3.642857142857143 } ] }, { "uid": "instructor_847c8d879cef80b962c914fb", "name": "ZEINAB NAZARI", "count": 141, "terms": [ { "term": "1222", "count": 141, "sections": 1, "gpa": 3.0709219858156027 } ] }, { "uid": "instructor_ba7b1264733ab58683210f50", "name": "TU-NGUYEN PHAN", "count": 141, "terms": [ { "term": "1222", "count": 141, "sections": 1, "gpa": 3.0709219858156027 } ] }, { "uid": "instructor_e83fb8ae49767bb3f2e0e80d", "name": "RUDY DIEUDONNE", "count": 141, "terms": [ { "term": "1222", "count": 141, "sections": 1, "gpa": 3.0709219858156027 } ] }, { "uid": "instructor_6b49bb482126150606cf4ea9", "name": "MELODY PAK", "count": 124, "terms": [ { "term": "1242", "count": 124, "sections": 1, "gpa": 3.657258064516129 } ] }, { "uid": "instructor_9bc42c3c72e884fa24ef4a08", "name": "ALLYN LOTTOUZEE", "count": 124, "terms": [ { "term": "1242", "count": 124, "sections": 1, "gpa": 3.657258064516129 } ] }, { "uid": "instructor_bc7e64f3bbddd84f19ad3bab", "name": "ELIZABETH RENDON BETANCUR", "count": 124, "terms": [ { "term": "1242", "count": 124, "sections": 1, "gpa": 3.657258064516129 } ] }, { "uid": "instructor_53fc5bdd19e2cca25cf8a798", "name": "COLE MICHAELSEN", "count": 113, "terms": [ { "term": "1252", "count": 113, "sections": 1, "gpa": 3.6327433628318584 } ] }, { "uid": "instructor_8ba94aa230aabf6b367c6f83", "name": "MAKENNA KULL", "count": 112, "terms": [ { "term": "1262", "count": 112, "sections": 1, "gpa": 3.642857142857143 } ] }, { "uid": "instructor_536735e608e3ffe41201fcc2", "name": "NICOLE CRAANEN", "count": 80, "terms": [ { "term": "1192", "count": 80, "sections": 1, "gpa": 3.375 } ] }, { "uid": "instructor_67b9619676394850a8806528", "name": "CAROLINE LOUISE CARNCROSS", "count": 66, "terms": [ { "term": "1074", "count": 66, "sections": 1, "gpa": 3.227272727272727 } ] }, { "uid": "instructor_acf12dbb7dff4c44598f953c", "name": "KRISTA BOLLIG", "count": 54, "terms": [ { "term": "1132", "count": 54, "sections": 1, "gpa": 3.3333333333333335 } ] } ] ``` ## following | code | title | | ----------- | ------------------------------------------------------------------------- | | DS 321 | PROBLEM-DEFINITION: DESIGN PROGRAMMING | | DS 650 | COLLABORATIVE DESIGN CAPSTONE | | LANDARC 321 | ENVIRONMENT AND BEHAVIOR STUDIO - DESIGNING HEALTH PROMOTING ENVIRONMENTS | ## projection ### target 1272 ### interval #### lower 3.15 #### upper 3.92 #### coverage 80 #### terms 8 ### gpa 3.535386139698486 ### grades | grade | percentage | | ----- | ------------------ | | A | 57.82352676613208 | | AB | 13.028856046817689 | | B | 19.716760928613397 | | BC | 2.9369852260429252 | | C | 4.525220068788034 | | D | 1.100324752934766 | | F | 0.8683262106711019 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 625 ### same Season true ### historical Range * 3.0709219858156027 * 3.6572580645161294 ### backtest #### terms 8 #### gpa Error 0.16187316626725712 #### mix Error 15.488183249391922