# REALEST 990: Real Estate Independent Research Phd Thesis | UW–Madison [View on UW Courses](https://uwcourses.com/courses/REALEST_990) ## 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 9c1df3e3d4dc3e900fe7ee74e02f4a66755b39c76cbec7f064ac828bd58e6ea8 ### course id REALEST 990 ### course uid course\_6b538a7ea40da478a0ba1717 ### catalog version id 81c9c779f6a291efc71bc01fbc164cf95b3619a75384cafa88dcd388ab7bdddb ### course number 990 ### subjects * REALEST ### title REAL ESTATE INDEPENDENT RESEARCH PHD THESIS ### description Individual work to complete dissertation requirement of Ph.D. program. ### requirements text Consent of instructor ### credits min 1 ### credits max 12 ### credit offering ids * 1272:239:003273 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id e36dfe929c51e4394e51378c3d05dd104c81ec25ba02f2e6f4cdd320e1a6d82e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary REALEST 990 is an independent research course for Ph.D. students to complete their dissertation requirements. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * PhD dissertation real estate * independent research thesis * doctoral research REALEST 990 ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 2581af683f6a107c51ec993e2f74951297b1341a484acefdfee4e7515fedbd48 #### course id REALEST 990 #### current instructors ```json [ { "instructor_uid": "instructor_aefea7194e0e45a90c2486d5", "message": "No course-specific reviews available", "name": "Abdollah Farhoodi", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_92ddd216d120dfe96954d4cb", "message": "No course-specific reviews available", "name": "Abdullah Yavas", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2969276", "summary": [] }, { "instructor_uid": "instructor_fcdf65b8e961089b13369ffe", "message": "No course-specific reviews available", "name": "Christopher Timmins", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_91477d9dfea29bcb1ba9d952", "message": "No course-specific reviews available", "name": "Dayin Zhang", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2691486", "summary": [] }, { "instructor_uid": "instructor_2aea618511bb694191bec87e", "message": "No course-specific reviews available", "name": "Lu Han", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2654368", "summary": [] }, { "instructor_uid": "instructor_31b4783cf449592cc94dd659", "message": "No course-specific reviews available", "name": "Sean Flynn", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_5ff2cedb0ef1fc9f1cd9292d", "message": "No course-specific reviews available", "name": "So Hye Yoon", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_561e42415781cce0fd2f91bc", "message": "No course-specific reviews available", "name": "Yongheng Deng", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2621123", "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 CHRISTOPHER TIMMINS is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 95, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 95, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` LU HAN is recorded teaching in Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 218, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` YONGHENG DENG is recorded teaching in Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 34, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "REALEST 990", "run_id": "20260907T155543-ce3781c4", "section_number": 34, "source_course_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "source_record": { "entity_id": "45332d1d-8389-3a46-b035-e16bf6024cce", "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_aefea7194e0e45a90c2486d5", "source": "enrollment", "source_instructor_id": "afarhoodi", "identity_basis": "netid", "identity_status": "source_identified", "name": "Abdollah Farhoodi", "email": "AFARHOODI@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/ABDOLLAH_FARHOODI" }, { "instructor_uid": "instructor_92ddd216d120dfe96954d4cb", "source": "enrollment", "source_instructor_id": "yavas", "identity_basis": "netid", "identity_status": "source_identified", "name": "Abdullah Yavas", "email": "AYAVAS@BUS.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/ABDULLAH_YAVAS" }, { "instructor_uid": "instructor_fcdf65b8e961089b13369ffe", "source": "enrollment", "source_instructor_id": "ctimmins", "identity_basis": "netid", "identity_status": "source_identified", "name": "Christopher Timmins", "email": "CTIMMINS@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/CHRISTOPHER_TIMMINS" }, { "instructor_uid": "instructor_91477d9dfea29bcb1ba9d952", "source": "enrollment", "source_instructor_id": "dzhang348", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dayin Zhang", "email": "DAYIN.ZHANG@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": 3.78, "difficulty": 3.44, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2691486", "source_url": "https://www.ratemyprofessors.com/professor/2691486", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:29.306116+00:00", "courses": {}, "bayesian_quality": 3.6970246783079967, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAYIN_ZHANG" }, { "instructor_uid": "instructor_2aea618511bb694191bec87e", "source": "enrollment", "source_instructor_id": "lhan53", "identity_basis": "netid", "identity_status": "source_identified", "name": "Lu Han", "email": "LU.HAN@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": 4.2, "difficulty": 3.8, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:2654368", "source_url": "https://www.ratemyprofessors.com/professor/2654368", "match_basis": "exact_name", "observed_at": "2026-09-07 16:22:42.153575+00:00", "courses": {}, "bayesian_quality": 3.839790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/LU_HAN" }, { "instructor_uid": "instructor_31b4783cf449592cc94dd659", "source": "enrollment", "source_instructor_id": "sflynn8", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sean Flynn", "email": "SEAN.FLYNN@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/SEAN_FLYNN" }, { "instructor_uid": "instructor_5ff2cedb0ef1fc9f1cd9292d", "source": "enrollment", "source_instructor_id": "syoon228", "identity_basis": "netid", "identity_status": "source_identified", "name": "So Hye Yoon", "email": "SOHYE.YOON@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/SO_HYE_YOON" }, { "instructor_uid": "instructor_561e42415781cce0fd2f91bc", "source": "enrollment", "source_instructor_id": "ydeng57", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yongheng Deng", "email": "YONGHENG.DENG@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": 5, "quality": 2.8, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2621123", "source_url": "https://www.ratemyprofessors.com/professor/2621123", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:36.349349+00:00", "courses": { "course_50007f8455de756ef2745b4c": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.487748626837276, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YONGHENG_DENG" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:239:003273", "course_id": "REALEST 990", "course_uid": "course_6b538a7ea40da478a0ba1717", "term_id": "1272", "source_course_id": "003273", "source_subject_id": "239", "title": "Real Estate Independent Research PhD Thesis", "credits_min": 1, "credits_max": 12, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:27872", "term_id": "1272", "source_section_id": "27872", "identity_basis": "class_number", "section_number": "218", "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:1272:35072", "term_id": "1272", "source_section_id": "35072", "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:1272:35073", "term_id": "1272", "source_section_id": "35073", "identity_basis": "class_number", "section_number": "095", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "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:1272:38026", "term_id": "1272", "source_section_id": "38026", "identity_basis": "class_number", "section_number": "212", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "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:1272:38027", "term_id": "1272", "source_section_id": "38027", "identity_basis": "class_number", "section_number": "066", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "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:1272:38028", "term_id": "1272", "source_section_id": "38028", "identity_basis": "class_number", "section_number": "105", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 2, "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:1272:38274", "term_id": "1272", "source_section_id": "38274", "identity_basis": "class_number", "section_number": "023", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "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:1272:38275", "term_id": "1272", "source_section_id": "38275", "identity_basis": "class_number", "section_number": "093", "section_type": "IND", "instruction_mode": "Classroom Instruction", "capacity": 3, "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_8b67fdc69871a85faabc38b0", "source": "madgrades", "source_instructor_id": "3356376", "identity_basis": "source_id", "identity_status": "source_identified", "name": "FRANCOIS ORTALO-MAGNE", "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": 3.571, "graded": 134, "counts": [ 82, 14, 23, 5, 10, 0, 0 ], "sections": 16 }, "instructor_url": "/instructors/FRANCOIS_ORTALO-MAGNE--instructor_8b67fdc69871a85faabc38b0" }, { "instructor_uid": "instructor_0fd2cc7521f56bb7f4dd3127", "source": "madgrades", "source_instructor_id": "632329", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TIMOTHY RIDDIOUGH", "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": 3.57, "graded": 391, "counts": [ 165, 130, 88, 6, 1, 0, 1 ], "sections": 57 }, "instructor_url": "/instructors/TIMOTHY_RIDDIOUGH" }, { "instructor_uid": "instructor_272564807a7fed79b4cf50ec", "source": "madgrades", "source_instructor_id": "2600554", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEPHEN MALPEZZI", "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": 7, "quality": 3.71, "difficulty": 2, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:806520", "source_url": "https://www.ratemyprofessors.com/professor/806520", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:46.551888+00:00", "courses": { "course_50007f8455de756ef2745b4c": { "review_count": 1, "quality": 4, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.672730210034515, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.452, "graded": 952, "counts": [ 350, 310, 196, 62, 26, 6, 2 ], "sections": 34 }, "instructor_url": "/instructors/STEPHEN_MALPEZZI" }, { "instructor_uid": "instructor_3126184a252046f6ec11ed6f", "source": "madgrades", "source_instructor_id": "6101764", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YONGHENG DENG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 5, "quality": 2.8, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2621123", "source_url": "https://www.ratemyprofessors.com/professor/2621123", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:36.349349+00:00", "courses": { "course_50007f8455de756ef2745b4c": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.487748626837276, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.509, "graded": 535, "counts": [ 223, 173, 98, 26, 8, 5, 2 ], "sections": 23 }, "instructor_url": "/instructors/YONGHENG_DENG--instructor_3126184a252046f6ec11ed6f" }, { "instructor_uid": "instructor_050c3e202589e9001649742a", "source": "madgrades", "source_instructor_id": "6315771", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LU HAN", "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": 10, "quality": 4.2, "difficulty": 3.8, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:2654368", "source_url": "https://www.ratemyprofessors.com/professor/2654368", "match_basis": "exact_name", "observed_at": "2026-09-07 16:22:42.153575+00:00", "courses": {}, "bayesian_quality": 3.839790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.458, "graded": 464, "counts": [ 157, 154, 120, 31, 0, 0, 2 ], "sections": 18 }, "instructor_url": "/instructors/LU_HAN--instructor_050c3e202589e9001649742a" }, { "instructor_uid": "instructor_7465fed53cc1e63679ee471a", "source": "madgrades", "source_instructor_id": "6549795", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER TIMMINS", "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": 3.697, "graded": 71, "counts": [ 36, 27, 8, 0, 0, 0, 0 ], "sections": 9 }, "instructor_url": "/instructors/CHRISTOPHER_TIMMINS--instructor_7465fed53cc1e63679ee471a" }, { "instructor_uid": "instructor_2aea618511bb694191bec87e", "source": "enrollment", "source_instructor_id": "lhan53", "identity_basis": "netid", "identity_status": "source_identified", "name": "Lu Han", "email": "LU.HAN@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": 4.2, "difficulty": 3.8, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:2654368", "source_url": "https://www.ratemyprofessors.com/professor/2654368", "match_basis": "exact_name", "observed_at": "2026-09-07 16:22:42.153575+00:00", "courses": {}, "bayesian_quality": 3.839790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/LU_HAN" }, { "instructor_uid": "instructor_31b4783cf449592cc94dd659", "source": "enrollment", "source_instructor_id": "sflynn8", "identity_basis": "netid", "identity_status": "source_identified", "name": "Sean Flynn", "email": "SEAN.FLYNN@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/SEAN_FLYNN" }, { "instructor_uid": "instructor_561e42415781cce0fd2f91bc", "source": "enrollment", "source_instructor_id": "ydeng57", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yongheng Deng", "email": "YONGHENG.DENG@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": 5, "quality": 2.8, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2621123", "source_url": "https://www.ratemyprofessors.com/professor/2621123", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:36.349349+00:00", "courses": { "course_50007f8455de756ef2745b4c": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.487748626837276, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YONGHENG_DENG" }, { "instructor_uid": "instructor_5ff2cedb0ef1fc9f1cd9292d", "source": "enrollment", "source_instructor_id": "syoon228", "identity_basis": "netid", "identity_status": "source_identified", "name": "So Hye Yoon", "email": "SOHYE.YOON@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/SO_HYE_YOON" }, { "instructor_uid": "instructor_91477d9dfea29bcb1ba9d952", "source": "enrollment", "source_instructor_id": "dzhang348", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dayin Zhang", "email": "DAYIN.ZHANG@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": 3.78, "difficulty": 3.44, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2691486", "source_url": "https://www.ratemyprofessors.com/professor/2691486", "match_basis": "exact_name", "observed_at": "2026-09-07 16:46:29.306116+00:00", "courses": {}, "bayesian_quality": 3.6970246783079967, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DAYIN_ZHANG" }, { "instructor_uid": "instructor_92ddd216d120dfe96954d4cb", "source": "enrollment", "source_instructor_id": "yavas", "identity_basis": "netid", "identity_status": "source_identified", "name": "Abdullah Yavas", "email": "AYAVAS@BUS.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/ABDULLAH_YAVAS" }, { "instructor_uid": "instructor_aefea7194e0e45a90c2486d5", "source": "enrollment", "source_instructor_id": "afarhoodi", "identity_basis": "netid", "identity_status": "source_identified", "name": "Abdollah Farhoodi", "email": "AFARHOODI@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/ABDOLLAH_FARHOODI" }, { "instructor_uid": "instructor_fcdf65b8e961089b13369ffe", "source": "enrollment", "source_instructor_id": "ctimmins", "identity_basis": "netid", "identity_status": "source_identified", "name": "Christopher Timmins", "email": "CTIMMINS@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/CHRISTOPHER_TIMMINS" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "REALEST 990", "course_uid": "course_6b538a7ea40da478a0ba1717", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "FRANCOIS ORTALO-MAGNE" ], "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": [ "REALEST 990" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "REALEST 990", "course_uid": "course_6b538a7ea40da478a0ba1717", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "FRANCOIS ORTALO-MAGNE" ], "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": [ "REALEST 990" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "REALEST 990", "course_uid": "course_6b538a7ea40da478a0ba1717", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "FRANCOIS ORTALO-MAGNE" ], "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": [ "REALEST 990" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "REALEST 990", "course_uid": "course_6b538a7ea40da478a0ba1717", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "STEPHEN MALPEZZI", "TIMOTHY RIDDIOUGH" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, 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