# DS 690: Senior Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/DS_690) ## 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 79290d846d001b468f7a8257c29cbbe51519f19550e36793cf3c231bb3110e59 ### course id DS 690 ### course uid course\_9272d6d735afbc5faa00f077 ### catalog version id a6a1173c7a804115df281cf384cf6dc61f9bb3b8dead625158f4fc0b2eeba4c3 ### course number 690 ### subjects * DS ### title SENIOR THESIS ### description Individual study as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 2 ### credits max 4 ### credit offering ids * 1272:359:007242 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a6d1cf4df264630ab5e7fdcdaecd01bb6a074a477cae67069713f5d9d73c9c7b ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary DS 690 is a senior thesis course involving individual study arranged with a faculty member. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * individual study DS 690 * senior thesis data science * independent research DS ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 1f50e1f80932be648b5e6875909eb22382e80bfdfd60c0d0a13e0f5e60f89bfd #### course id DS 690 #### current instructors ```json [ { "instructor_uid": "instructor_5b1894f21e14d31512fd7aad", "message": "No course-specific reviews available", "name": "Anika Kozlowski", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_aaeec5fa0146d41f2aee6bb4", "message": "No course-specific reviews available", "name": "Brooke Godfrey", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1383442", "summary": [] }, { "instructor_uid": "instructor_7c2baf4cc210827e7109c5ad", "message": "No course-specific reviews available", "name": "Erin Hamilton", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_7f28a71393443c8029e18513", "message": "No course-specific reviews available", "name": "Holly Easland", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_fc6aa49399503b361bd1ec45", "message": "No course-specific reviews available", "name": "Jennifer Angus", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ], "text": "Recent recorded grades — Spring 2022: 3.75 GPA, 75.0% A/AB (n=4 letter grades)." } ] }, { "instructor_uid": "instructor_e27ce736932b5627aa162742", "message": "No course-specific reviews available", "name": "Jung-Hye Shin", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1564738", "summary": [] }, { "instructor_uid": "instructor_00fcf0d1d4beb9ec4d691551", "message": "No course-specific reviews available", "name": "Marianne Fairbanks", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" } ], "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=3 letter grades)." } ] }, { "instructor_uid": "instructor_b914faeca9d783084346c596", "message": "No course-specific reviews available", "name": "Marina Moskowitz", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2488922", "summary": [] }, { "instructor_uid": "instructor_3aae3f28a7b075b60de98b58", "message": "No course-specific reviews available", "name": "Mary Hark", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2019: 3.83 GPA, 83.3% A/AB (n=6 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=4 letter grades); Spring 2025: 3.57 GPA, 71.4% A/AB (n=7 letter grades)." } ] }, { "instructor_uid": "instructor_8cf3bb565a858b9db232bc7f", "message": "No course-specific reviews available", "name": "Mitch Frank", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 53, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ], "text": "Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=6 letter grades)." } ] }, { "instructor_uid": "instructor_36b81dc3b8fee86b7b482809", "message": "No course-specific reviews available", "name": "Sarah Carter", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_47613cf4a76e0e6114eb49b6", "message": "No course-specific reviews available", "name": "Uchita Vaid", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2738955", "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2022: 3.58 GPA, 78.9% A/AB (n=19 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2025: 3.57 GPA, 71.4% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ANIKA KOZLOWSKI is recorded teaching in Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 30, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JENNIFER ANGUS is recorded teaching in Fall 2018, Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` MARIANNE FAIRBANKS is recorded teaching in Spring 2018, Fall 2018, Spring 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` MARINA MOSKOWITZ is recorded teaching in Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 48, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 48, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" } ] } ``` MARY HARK is recorded teaching in Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 41, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` MITCH FRANK is recorded teaching in Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 53, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 53, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "DS 690", "run_id": "20260907T155543-ce3781c4", "section_number": 53, "source_course_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "source_record": { "entity_id": "7f811396-a5c4-3cb6-bc0b-a7641e090379", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_5b1894f21e14d31512fd7aad", "source": "enrollment", "source_instructor_id": "akozlowski3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Anika Kozlowski", "email": "AKOZLOWSKI3@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/ANIKA_KOZLOWSKI" }, { "instructor_uid": "instructor_aaeec5fa0146d41f2aee6bb4", "source": "enrollment", "source_instructor_id": "bagodfrey", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brooke Godfrey", "email": "BAGODFREY@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": 8, "quality": 4.5, "difficulty": 3, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1383442", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "match_basis": "exact_name", "observed_at": "2026-09-07 16:50:53.827183+00:00", "courses": { "course_e0920a2301353e76bd2cc15a": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_3e9352ebac5f44810b182d3c": { "review_count": 4, "quality": 4.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_7615a54b1c61bff70fa11aca": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8997755596761396, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BROOKE_GODFREY" }, { "instructor_uid": "instructor_7c2baf4cc210827e7109c5ad", "source": "enrollment", "source_instructor_id": "ehamilton", "identity_basis": "netid", "identity_status": "source_identified", "name": "Erin Hamilton", "email": "EHAMILTON@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/ERIN_HAMILTON" }, { "instructor_uid": "instructor_7f28a71393443c8029e18513", "source": "enrollment", "source_instructor_id": "heasland", "identity_basis": "netid", "identity_status": "source_identified", "name": "Holly Easland", "email": "HEASLAND@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/HOLLY_EASLAND" }, { "instructor_uid": "instructor_fc6aa49399503b361bd1ec45", "source": "enrollment", "source_instructor_id": "jrangus", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jennifer Angus", "email": "JRANGUS@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/JENNIFER_ANGUS" }, { "instructor_uid": "instructor_e27ce736932b5627aa162742", "source": "enrollment", "source_instructor_id": "jshin9", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jung-Hye Shin", "email": "JSHIN9@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": 17, "quality": 2.82, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1564738", "source_url": "https://www.ratemyprofessors.com/professor/1564738", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:25.936847+00:00", "courses": { "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_3e9352ebac5f44810b182d3c": { "review_count": 13, "quality": 2.92, "difficulty": 2.77, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.273884207322484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JUNG-HYE_SHIN" }, { "instructor_uid": "instructor_00fcf0d1d4beb9ec4d691551", "source": "enrollment", "source_instructor_id": "mfairbanks", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marianne Fairbanks", "email": "MFAIRBANKS@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/MARIANNE_FAIRBANKS" }, { "instructor_uid": "instructor_b914faeca9d783084346c596", "source": "enrollment", "source_instructor_id": "mmoskowitz", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marina Moskowitz", "email": "MMOSKOWITZ@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": 4, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2488922", "source_url": "https://www.ratemyprofessors.com/professor/2488922", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:50.488611+00:00", "courses": { "course_0e49df98173053caa890f050": { "review_count": 2, "quality": 3.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.716404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARINA_MOSKOWITZ" }, { "instructor_uid": "instructor_3aae3f28a7b075b60de98b58", "source": "enrollment", "source_instructor_id": "hark", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mary Hark", "email": "HARK@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/MARY_HARK" }, { "instructor_uid": "instructor_8cf3bb565a858b9db232bc7f", "source": "enrollment", "source_instructor_id": "msfrank2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mitch Frank", "email": "MSFRANK2@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/MITCH_FRANK" }, { "instructor_uid": "instructor_36b81dc3b8fee86b7b482809", "source": "enrollment", "source_instructor_id": "scarter5", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sarah Carter", "email": "SCARTER5@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/SARAH_CARTER" }, { "instructor_uid": "instructor_47613cf4a76e0e6114eb49b6", "source": "enrollment", "source_instructor_id": "uvaid", "identity_basis": "netid", "identity_status": "source_identified", "name": "Uchita Vaid", "email": "UVAID@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": 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 }, "instructor_url": "/instructors/UCHITA_VAID" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:359:007242", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1272", "source_course_id": "007242", "source_subject_id": "359", "title": "Senior Thesis", "credits_min": 2, "credits_max": 4, "typically_offered": "Fall, Spring, Summer" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12410", "term_id": "1272", "source_section_id": "12410", "identity_basis": "class_number", "section_number": "008", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:12422", "term_id": "1272", "source_section_id": "12422", "identity_basis": "class_number", "section_number": "041", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:12434", "term_id": "1272", "source_section_id": "12434", "identity_basis": "class_number", "section_number": "020", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:17650", "term_id": "1272", "source_section_id": "17650", "identity_basis": "class_number", "section_number": "043", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:27425", "term_id": "1272", "source_section_id": "27425", "identity_basis": "class_number", "section_number": "034", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:27426", "term_id": "1272", "source_section_id": "27426", "identity_basis": "class_number", "section_number": "045", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:27427", "term_id": "1272", "source_section_id": "27427", "identity_basis": "class_number", "section_number": "048", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:27428", "term_id": "1272", "source_section_id": "27428", "identity_basis": "class_number", "section_number": "049", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:27429", "term_id": "1272", "source_section_id": "27429", "identity_basis": "class_number", "section_number": "050", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:27430", "term_id": "1272", "source_section_id": "27430", "identity_basis": "class_number", "section_number": "052", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:28740", "term_id": "1272", "source_section_id": "28740", "identity_basis": "class_number", "section_number": "053", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 0, "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:1272:30510", "term_id": "1272", "source_section_id": "30510", "identity_basis": "class_number", "section_number": "030", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 1, "enrolled": 0, "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_906054fb6acde394c271dd2d", "source": "madgrades", "source_instructor_id": "4391727", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARY HARK", "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": 3.874, "graded": 740, "counts": [ 649, 45, 25, 7, 8, 5, 1 ], "sections": 185 }, "instructor_url": "/instructors/MARY_HARK--instructor_906054fb6acde394c271dd2d" }, { "instructor_uid": "instructor_b453f7d48ac75f453c8b6d1d", "source": "madgrades", "source_instructor_id": "1325266", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIANNE FAIRBANKS", "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": 3.754, "graded": 419, "counts": [ 318, 53, 27, 7, 6, 5, 3 ], "sections": 100 }, "instructor_url": "/instructors/MARIANNE_FAIRBANKS--instructor_b453f7d48ac75f453c8b6d1d" }, { "instructor_uid": "instructor_b4b8a7028a42c5b60dba180b", "source": "madgrades", "source_instructor_id": "957965", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CAROLYN KALLENBORN", "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": 3.747, "graded": 384, "counts": [ 264, 74, 34, 4, 6, 0, 2 ], "sections": 84 }, "instructor_url": "/instructors/CAROLYN_KALLENBORN--instructor_b4b8a7028a42c5b60dba180b" }, { "instructor_uid": "instructor_d7ac26aedaea641d67f52f25", "source": "madgrades", "source_instructor_id": "3398418", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JENNIFER ANGUS", "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": 3.705, "graded": 592, "counts": [ 358, 167, 48, 6, 8, 2, 3 ], "sections": 131 }, "instructor_url": "/instructors/JENNIFER_ANGUS--instructor_d7ac26aedaea641d67f52f25" }, { "instructor_uid": "instructor_73a569924058500ec22291b5", "source": "madgrades", "source_instructor_id": "6079891", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARINA MOSKOWITZ", "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": 4, "quality": 4, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2488922", "source_url": "https://www.ratemyprofessors.com/professor/2488922", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:50.488611+00:00", "courses": { "course_0e49df98173053caa890f050": { "review_count": 2, "quality": 3.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.716404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.779, "graded": 657, "counts": [ 464, 145, 28, 10, 4, 2, 4 ], "sections": 51 }, "instructor_url": "/instructors/MARINA_MOSKOWITZ--instructor_73a569924058500ec22291b5" }, { "instructor_uid": "instructor_bb3b270c50b52cd160153369", "source": "madgrades", "source_instructor_id": "3746595", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MITCH FRANK", "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": 3.82, "graded": 361, "counts": [ 304, 20, 23, 6, 4, 1, 3 ], "sections": 20 }, "instructor_url": "/instructors/MITCH_FRANK--instructor_bb3b270c50b52cd160153369" }, { "instructor_uid": "instructor_0d8190a53abafb3784b7d9c2", "source": "madgrades", "source_instructor_id": "6686973", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANIKA KOZLOWSKI", "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": 3.53, "graded": 33, "counts": [ 16, 9, 5, 0, 3, 0, 0 ], "sections": 8 }, "instructor_url": "/instructors/ANIKA_KOZLOWSKI--instructor_0d8190a53abafb3784b7d9c2" }, { "instructor_uid": "instructor_00fcf0d1d4beb9ec4d691551", "source": "enrollment", "source_instructor_id": "mfairbanks", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marianne Fairbanks", "email": "MFAIRBANKS@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/MARIANNE_FAIRBANKS" }, { "instructor_uid": "instructor_36b81dc3b8fee86b7b482809", "source": "enrollment", "source_instructor_id": "scarter5", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sarah Carter", "email": "SCARTER5@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/SARAH_CARTER" }, { "instructor_uid": "instructor_3aae3f28a7b075b60de98b58", "source": "enrollment", "source_instructor_id": "hark", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mary Hark", "email": "HARK@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/MARY_HARK" }, { "instructor_uid": "instructor_47613cf4a76e0e6114eb49b6", "source": "enrollment", "source_instructor_id": "uvaid", "identity_basis": "netid", "identity_status": "source_identified", "name": "Uchita Vaid", "email": "UVAID@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": 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 }, "instructor_url": "/instructors/UCHITA_VAID" }, { "instructor_uid": "instructor_5b1894f21e14d31512fd7aad", "source": "enrollment", "source_instructor_id": "akozlowski3", "identity_basis": "netid", "identity_status": "source_identified", "name": "Anika Kozlowski", "email": "AKOZLOWSKI3@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/ANIKA_KOZLOWSKI" }, { "instructor_uid": "instructor_7c2baf4cc210827e7109c5ad", "source": "enrollment", "source_instructor_id": "ehamilton", "identity_basis": "netid", "identity_status": "source_identified", "name": "Erin Hamilton", "email": "EHAMILTON@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/ERIN_HAMILTON" }, { "instructor_uid": "instructor_7f28a71393443c8029e18513", "source": "enrollment", "source_instructor_id": "heasland", "identity_basis": "netid", "identity_status": "source_identified", "name": "Holly Easland", "email": "HEASLAND@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/HOLLY_EASLAND" }, { "instructor_uid": "instructor_8cf3bb565a858b9db232bc7f", "source": "enrollment", "source_instructor_id": "msfrank2", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mitch Frank", "email": "MSFRANK2@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/MITCH_FRANK" }, { "instructor_uid": "instructor_aaeec5fa0146d41f2aee6bb4", "source": "enrollment", "source_instructor_id": "bagodfrey", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brooke Godfrey", "email": "BAGODFREY@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": 8, "quality": 4.5, "difficulty": 3, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1383442", "source_url": "https://www.ratemyprofessors.com/professor/1383442", "match_basis": "exact_name", "observed_at": "2026-09-07 16:50:53.827183+00:00", "courses": { "course_e0920a2301353e76bd2cc15a": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_3e9352ebac5f44810b182d3c": { "review_count": 4, "quality": 4.25, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_7615a54b1c61bff70fa11aca": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.8997755596761396, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BROOKE_GODFREY" }, { "instructor_uid": "instructor_b914faeca9d783084346c596", "source": "enrollment", "source_instructor_id": "mmoskowitz", "identity_basis": "netid", "identity_status": "source_identified", "name": "Marina Moskowitz", "email": "MMOSKOWITZ@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": 4, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2488922", "source_url": "https://www.ratemyprofessors.com/professor/2488922", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:50.488611+00:00", "courses": { "course_0e49df98173053caa890f050": { "review_count": 2, "quality": 3.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 2, "quality": 4.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.716404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARINA_MOSKOWITZ" }, { "instructor_uid": "instructor_e27ce736932b5627aa162742", "source": "enrollment", "source_instructor_id": "jshin9", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jung-Hye Shin", "email": "JSHIN9@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": 17, "quality": 2.82, "difficulty": 2.94, "quality_count": 17, "difficulty_count": 17, "profile_id": "rmp:1564738", "source_url": "https://www.ratemyprofessors.com/professor/1564738", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:25.936847+00:00", "courses": { "course_4925cb96bb7a8d9a437bc1c1": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_3e9352ebac5f44810b182d3c": { "review_count": 13, "quality": 2.92, "difficulty": 2.77, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.273884207322484, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JUNG-HYE_SHIN" }, { "instructor_uid": "instructor_fc6aa49399503b361bd1ec45", "source": "enrollment", "source_instructor_id": "jrangus", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jennifer Angus", "email": "JRANGUS@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/JENNIFER_ANGUS" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "CAROLYN KALLENBORN", "Marianne Fairbanks", "Mary Hark" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Jennifer Angus", "Marianne Fairbanks", "Mary Hark" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "CAROLYN KALLENBORN", "Mary Hark" ], "a": 10, "ab": 0, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "CAROLYN KALLENBORN", "Mary Hark" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "CAROLYN KALLENBORN", "Marianne Fairbanks", "Mary Hark" ], "a": 4, "ab": 1, "b": 0, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "CAROLYN KALLENBORN", "Mary Hark" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "CAROLYN KALLENBORN" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "CAROLYN KALLENBORN", "Jennifer Angus", "Marianne Fairbanks", "Mary Hark" ], "a": 15, "ab": 0, "b": 2, "bc": 0, "c": 1, "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": 19, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Marianne Fairbanks" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Jennifer Angus", "Marianne Fairbanks", "Marina Moskowitz", "Mary Hark" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Marianne Fairbanks" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Marianne Fairbanks", "Marina Moskowitz", "Mary Hark", "Mitch Frank" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Anika Kozlowski", "Mitch Frank" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Mary Hark", "Mitch Frank" ], "a": 5, "ab": 0, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 7, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Anika Kozlowski", "Marianne Fairbanks" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "DS 690", "course_uid": "course_9272d6d735afbc5faa00f077", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Anika Kozlowski", "Mary Hark" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "DS 690" ] } ] ``` ### statistics #### gpa 3.723 #### graded 56 #### counts * 46 * 1 * 5 * 0 * 3 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9272d6d735afbc5faa00f077-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9272d6d735afbc5faa00f077-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9272d6d735afbc5faa00f077-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9272d6d735afbc5faa00f077-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9272d6d735afbc5faa00f077-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9272d6d735afbc5faa00f077-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends ```json [ { "uid": "instructor_b4b8a7028a42c5b60dba180b", "name": "CAROLYN KALLENBORN", "count": 26, "terms": [ { "term": "1194", "count": 6, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1204", "count": 6, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1222", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1224", "count": 8, "sections": 1, "gpa": 3.125 } ] }, { "uid": "instructor_906054fb6acde394c271dd2d", "name": "MARY HARK", "count": 17, "terms": [ { "term": "1194", "count": 6, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1224", "count": 4, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 7, "sections": 1, "gpa": 3.5714285714285716 } ] }, { "uid": "instructor_bb3b270c50b52cd160153369", "name": "MITCH FRANK", "count": 6, "terms": [ { "term": "1244", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_d7ac26aedaea641d67f52f25", "name": "JENNIFER ANGUS", "count": 4, "terms": [ { "term": "1224", "count": 4, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_b453f7d48ac75f453c8b6d1d", "name": "MARIANNE FAIRBANKS", "count": 3, "terms": [ { "term": "1224", "count": 3, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.