# STAT 681: Senior Honors Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/STAT_681) ## 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 74019f287b333997770b769c2a9a8634ea60716a546370b6a2ead1a0a4c4a598 ### course id STAT 681 ### course uid course\_bf82c77f0acedcdb0de970b4 ### catalog version id 4f9aa2800dc096b944341c69a742b8d2136004589eb540e2d23b8332bf931b8c ### course number 681 ### subjects * STAT ### title SENIOR HONORS THESIS ### description Mentored individual study for students writing honors thesis, as arranged with a faculty member. ### requirements text Consent of instructor ### credits min 3 ### credits max 3 ### credit offering ids * 1272:932:018484 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 1d5536e4f552d9c8c183fb5962f8c01a051fd143150d888da919b7531e516e7f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary STAT 681 is a mentored individual study course for students writing an honors thesis. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * STAT 681 honors thesis * senior honors thesis statistics * mentored individual study STAT ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash a4e3faf2e0a15c5690a54fb9a16d247aba8a6f3c15d8c36778c5f28ca056ef39 #### course id STAT 681 #### current instructors ```json [ { "instructor_uid": "instructor_bfbc8fb174f8cc8bf998918e", "message": "No course-specific reviews available", "name": "Alejandra Quintos Lima", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_c772c9498a02857dc5dafb3d", "message": "No course-specific reviews available", "name": "Bikram Karmakar", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_4cd2130743ca159fa112f0bd", "message": "No course-specific reviews available", "name": "Bret Larget", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:566625", "summary": [] }, { "instructor_uid": "instructor_44893aa872fbe148e8dd38e4", "message": "No course-specific reviews available", "name": "Brian Yandell", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_e07c4a420217ae0ac05d6c15", "message": "No course-specific reviews available", "name": "Cecile Ane", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:755215", "summary": [] }, { "instructor_uid": "instructor_de7437eae3d2b6ae3e16cc25", "message": "No course-specific reviews available", "name": "Garvesh Raskutti", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1870984", "summary": [] }, { "instructor_uid": "instructor_9b333b176e2d5994bc0dc08a", "message": "No course-specific reviews available", "name": "Hyunseung Kang", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2234533", "summary": [] }, { "instructor_uid": "instructor_4cd87546b6a882bbee735170", "message": "No course-specific reviews available", "name": "Joshua Cape", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2835627", "summary": [] }, { "instructor_uid": "instructor_7e07717b2b474f1f5a7eb4ca", "message": "No course-specific reviews available", "name": "Jun Zhu", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_14607eb27b812bbc66c895e8", "message": "No course-specific reviews available", "name": "Karl Rohe", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1801396", "summary": [] }, { "instructor_uid": "instructor_be2c112c6bc43655caf1a245", "message": "No course-specific reviews available", "name": "Kris Sankaran", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2658955", "summary": [] }, { "instructor_uid": "instructor_9f300ac0f65aade7f12a790d", "message": "No course-specific reviews available", "name": "Michael Newton", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_804209e62ba28e3bf8231670", "message": "No course-specific reviews available", "name": "Moo Kyung Chung", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_3272c3c61cb08e4f362e009f", "message": "No course-specific reviews available", "name": "Nicolas Garcia Trillos", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_6b47f9ea3905d1d59a4cca56", "message": "No course-specific reviews available", "name": "Peter Chien", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2359490", "summary": [] }, { "instructor_uid": "instructor_62915d4f99e1a5fdda0f69d5", "message": "No course-specific reviews available", "name": "Qiongshi Lu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2708522", "summary": [] }, { "instructor_uid": "instructor_001dcb30686c25cb945bbd92", "message": "No course-specific reviews available", "name": "Richard Chappell", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1267365", "summary": [] }, { "instructor_uid": "instructor_e3bbbb60075167369fdce2a0", "message": "No course-specific reviews available", "name": "Sunduz Keles", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1142647", "summary": [] }, { "instructor_uid": "instructor_f4f38e79abb137626bbbc39c", "message": "No course-specific reviews available", "name": "Yazhen Wang", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1357778", "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 None recorded. #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ALEJANDRA QUINTOS LIMA is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 210, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` BRET LARGET is recorded teaching in Fall 2013, Fall 2017, Fall 2018, Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 95, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 95, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 95, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 95, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` BRIAN YANDELL is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 146, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" } ] } ``` CECILE ANE is recorded teaching in Fall 2013, Fall 2015, Fall 2016, Fall 2018. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 38, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 38, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 38, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 38, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" } ] } ``` GARVESH RASKUTTI is recorded teaching in Fall 2019, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 242, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 242, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 242, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` HYUNSEUNG KANG is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 78, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 78, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 78, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 78, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` JUN ZHU is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" } ] } ``` KARL ROHE is recorded teaching in Fall 2013, Fall 2014, Fall 2015, Fall 2017, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 299, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 299, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 299, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 299, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 299, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` KRIS SANKARAN is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 270, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" } ] } ``` MICHAEL NEWTON is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 112, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" } ] } ``` NICOLAS GARCIA TRILLOS is recorded teaching in Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 192, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" } ] } ``` QIONGSHI LU is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 114, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" } ] } ``` RICHARD CHAPPELL is recorded teaching in Fall 2012, Fall 2013, Fall 2015, Fall 2016, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 43, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` SUNDUZ KELES is recorded teaching in Fall 2012. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 118, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" } ] } ``` YAZHEN WANG is recorded teaching in Fall 2014. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 681", "run_id": "20260907T155543-ce3781c4", "section_number": 110, "source_course_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "source_record": { "entity_id": "c11e5f2d-cbd2-3945-aabc-7138ce22d076", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "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_bfbc8fb174f8cc8bf998918e", "source": "enrollment", "source_instructor_id": "quintoslima", "identity_basis": "netid", "identity_status": "source_identified", "name": "Alejandra Quintos Lima", "email": "ALEJANDRA.QUINTOS@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/ALEJANDRA_QUINTOS_LIMA" }, { "instructor_uid": "instructor_c772c9498a02857dc5dafb3d", "source": "enrollment", "source_instructor_id": "bkarmakar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Bikram Karmakar", "email": "BKARMAKAR@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/BIKRAM_KARMAKAR" }, { "instructor_uid": "instructor_4cd2130743ca159fa112f0bd", "source": "enrollment", "source_instructor_id": "brlarget", "identity_basis": "netid", "identity_status": "source_identified", "name": "Bret Larget", "email": "BRET.LARGET@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": 29, "quality": 3.31, "difficulty": 3.21, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:566625", "source_url": "https://www.ratemyprofessors.com/professor/566625", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:20.625013+00:00", "courses": { "course_03f8aaae24bac7658b319ca8": { "review_count": 16, "quality": 2.88, "difficulty": 3.31, "quality_count": 16, "difficulty_count": 16 }, "course_72cc7ddf48330b71523f309f": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_2a00c702ff402614a950606e": { "review_count": 2, "quality": 4, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 }, "course_e593b86c370a0c671af794df": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_4dd38bb021601e5dff558ba1": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 2, "quality": 4.5, "difficulty": 2, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4527288912435083, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BRET_LARGET" }, { "instructor_uid": "instructor_44893aa872fbe148e8dd38e4", "source": "enrollment", "source_instructor_id": "byandell", "identity_basis": "netid", "identity_status": "source_identified", "name": "Brian Yandell", "email": "BRIAN.YANDELL@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/BRIAN_YANDELL" }, { "instructor_uid": "instructor_e07c4a420217ae0ac05d6c15", "source": "enrollment", "source_instructor_id": "ane", "identity_basis": "netid", "identity_status": "source_identified", "name": "Cecile Ane", "email": "CECILE.ANE@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": 9, "quality": 4.11, "difficulty": 3.11, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:755215", "source_url": "https://www.ratemyprofessors.com/professor/755215", "match_basis": "exact_name", "observed_at": "2026-09-07 16:49:25.949068+00:00", "courses": { "course_72cc7ddf48330b71523f309f": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_62341da3d7cd1db5f9ca5903": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_e593b86c370a0c671af794df": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7994384714114453, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": 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"rmp:2359490", "source_url": "https://www.ratemyprofessors.com/professor/2359490", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:21.889201+00:00", "courses": { "course_3c746e3add116a6aa2b49441": { "review_count": 17, "quality": 3.18, "difficulty": 3.41, "quality_count": 17, "difficulty_count": 17 } }, "bayesian_quality": 3.3756240966034707, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PETER_CHIEN" }, { "instructor_uid": "instructor_62915d4f99e1a5fdda0f69d5", "source": "enrollment", "source_instructor_id": "qlu28", "identity_basis": "netid", "identity_status": "source_identified", "name": "Qiongshi Lu", "email": "QLU@BIOSTAT.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 2.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2708522", "source_url": "https://www.ratemyprofessors.com/professor/2708522", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:11.761539+00:00", "courses": { "course_b5139d57a771c9b1231f53b8": { "review_count": 3, "quality": 2.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.530596333518779, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/QIONGSHI_LU" }, { "instructor_uid": "instructor_001dcb30686c25cb945bbd92", "source": "enrollment", "source_instructor_id": "rjchappe", "identity_basis": "netid", "identity_status": "source_identified", "name": "Richard Chappell", "email": "CHAPPELL@STAT.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": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:1267365", "source_url": "https://www.ratemyprofessors.com/professor/1267365", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:03.645412+00:00", "courses": { "course_e73c9a59de8d40d953f69d9a": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/RICHARD_CHAPPELL" }, { "instructor_uid": "instructor_e3bbbb60075167369fdce2a0", "source": "enrollment", "source_instructor_id": "keles", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sunduz Keles", "email": "KELES@STAT.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": 2, "quality": 4, "difficulty": 4, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:1142647", "source_url": "https://www.ratemyprofessors.com/professor/1142647", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:24.281704+00:00", "courses": { "course_704c9a2365bd1c8bed22a552": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.690623439587814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SUNDUZ_KELES" }, { "instructor_uid": "instructor_f4f38e79abb137626bbbc39c", "source": "enrollment", "source_instructor_id": "wang239", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yazhen Wang", "email": "YZWANG@STAT.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": 10, "quality": 2.9, "difficulty": 3, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1357778", "source_url": "https://www.ratemyprofessors.com/professor/1357778", "match_basis": "exact_name", "observed_at": "2026-09-07 15:58:01.601642+00:00", "courses": { "course_c3af14b05ef6845e7d2ecd4d": { "review_count": 2, "quality": 1, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_3aa77a7c307c944aec9fad7e": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_1282dc8dbc1e7c5749f7cc41": { "review_count": 1, "quality": 2, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_2a00c702ff402614a950606e": { "review_count": 3, "quality": 3.67, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_1b76508145789f8fbc49d1fa": { "review_count": 2, "quality": 2, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4064571890310638, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YAZHEN_WANG" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:018484", "course_id": "STAT 681", "course_uid": "course_bf82c77f0acedcdb0de970b4", "term_id": "1272", "source_course_id": "018484", "source_subject_id": "932", "title": "Senior Honors Thesis", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:15839", "term_id": "1272", "source_section_id": "15839", "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:1272:15912", "term_id": "1272", "source_section_id": "15912", "identity_basis": "class_number", "section_number": "118", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:15933", "term_id": "1272", "source_section_id": "15933", "identity_basis": "class_number", "section_number": "082", "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:1272:16024", "term_id": "1272", "source_section_id": "16024", "identity_basis": "class_number", "section_number": "095", 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"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:1272:16151", "term_id": "1272", "source_section_id": "16151", "identity_basis": "class_number", "section_number": "195", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:16168", "term_id": "1272", "source_section_id": "16168", "identity_basis": "class_number", "section_number": "299", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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": 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"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:1272:26430", "term_id": "1272", "source_section_id": "26430", "identity_basis": "class_number", "section_number": "270", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 1, "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:1272:28419", "term_id": "1272", "source_section_id": "28419", "identity_basis": "class_number", "section_number": "210", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:37900", "term_id": "1272", "source_section_id": "37900", "identity_basis": "class_number", "section_number": "200", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 1, "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:1272:38059", "term_id": "1272", "source_section_id": "38059", "identity_basis": "class_number", "section_number": "140", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 5, "enrolled": 1, "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_558d0f57cb16d287326d3b99", "source": "madgrades", "source_instructor_id": "3338237", "identity_basis": "source_id", "identity_status": "source_identified", "name": "QIAN ZHIGUANG", "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": 3.59, "graded": 1441, "counts": [ 695, 408, 303, 14, 9, 3, 9 ], "sections": 78 }, "instructor_url": "/instructors/QIAN_ZHIGUANG--instructor_558d0f57cb16d287326d3b99" }, { "instructor_uid": "instructor_a37c0a0d4767f5a92e009e3f", "source": "madgrades", "source_instructor_id": "3801422", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUNDUZ KELES", "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": 2, "quality": 4, "difficulty": 4, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:1142647", "source_url": "https://www.ratemyprofessors.com/professor/1142647", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:24.281704+00:00", "courses": { "course_704c9a2365bd1c8bed22a552": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.690623439587814, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.407, "graded": 354, "counts": [ 136, 113, 62, 21, 11, 6, 5 ], "sections": 74 }, "instructor_url": "/instructors/SUNDUZ_KELES--instructor_a37c0a0d4767f5a92e009e3f" }, { "instructor_uid": "instructor_c84edbb176887375f1c1d8e6", "source": "madgrades", "source_instructor_id": "2601091", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT WARDROP", "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", 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