# STAT 998: Statistical Consulting | UW–Madison [View on UW Courses](https://uwcourses.com/courses/STAT_998) ## 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 12374b9a5c7a7e3d1466647274ea1a8c570b284e749dd8cd5462e9893c57bc23 ### course id STAT 998 ### course uid course\_704c9a2365bd1c8bed22a552 ### catalog version id 770a9e7049e48c99fe259f69b0e98d07fd139e0ffe85c3787bd413f981815e27 ### course number 998 ### subjects * STAT ### title STATISTICAL CONSULTING ### description Consulting apprenticeship. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:932:018534 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id 74a6b032dec1b1601efa8b737a781f5935c58b88513a34b35bdb5830e081531d ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary STAT 998 is a consulting apprenticeship course for graduate or professional students. ### llm topics * Statistical consulting ### llm skills * Statistical consulting ### llm assumed background * Graduate/professional standing ### llm search phrases * STAT 998 statistical consulting * STAT 998 graduate standing * STAT 998 consulting apprenticeship ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash e53238eb805f55c96b0d24cb4dbbb57de85852e06cac46afbd4b37f5c77a803f #### course id STAT 998 #### current instructors ```json [ { "instructor_uid": "instructor_e07c4a420217ae0ac05d6c15", "message": "No course-specific reviews available", "name": "Cecile Ane", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:755215", "summary": [ { "citations": [ { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.46 GPA, 66.7% A/AB (n=12 letter grades)." } ] } ] ``` #### difficulty workload Historical reviews of Sunduz Keles: Students complete a full consulting process with non-statistical clients, involving training steps and sharing stories with invited data scientists. ```json { "citations": [ { "instructor_name": "Sunduz Keles", "review_date": "2018-04-06 23:19:34 +0000 UTC", "review_id": "c83b88d3801ac15ff2581a9e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1142647", "source_review_id": "UmF0aW5nLTI5NzU3OTMx", "source_url": "https://www.ratemyprofessors.com/professor/1142647", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Sunduz Keles describe a STAT consulting course where students receive personal feedback and learn consulting steps with nonstat clients. Reviewers note that industry guests share stories and the instructor shares rich experience, calling the course fruitful and fun. ```json { "citations": [ { "instructor_name": "Sunduz Keles", "review_date": "2018-04-06 23:19:34 +0000 UTC", "review_id": "c83b88d3801ac15ff2581a9e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1142647", "source_review_id": "UmF0aW5nLTI5NzU3OTMx", "source_url": "https://www.ratemyprofessors.com/professor/1142647", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take The course offers practical consulting training with industry guests and immediate feedback, described as a fruitful and fun experience by one historical reviewer. ```json { "citations": [ { "instructor_name": "Sunduz Keles", "review_date": "2018-04-06 23:19:34 +0000 UTC", "review_id": "c83b88d3801ac15ff2581a9e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1142647", "source_review_id": "UmF0aW5nLTI5NzU3OTMx", "source_url": "https://www.ratemyprofessors.com/professor/1142647", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.46 GPA, 66.7% A/AB (n=12 letter grades); Fall 2025: 3.64 GPA, 72.7% A/AB (n=11 letter grades); Spring 2026: 3.82 GPA, 94.1% A/AB (n=17 letter grades). ```json { "citations": [ { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students value the personal feedback and the opportunity to hear from data scientists, though this reflects historical instruction by Sunduz Keles. ```json { "citations": [ { "instructor_name": "Sunduz Keles", "review_date": "2018-04-06 23:19:34 +0000 UTC", "review_id": "c83b88d3801ac15ff2581a9e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1142647", "source_review_id": "UmF0aW5nLTI5NzU3OTMx", "source_url": "https://www.ratemyprofessors.com/professor/1142647", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CECILE ANE is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` SUNDUZ KELES is recorded teaching in Spring 2011, Spring 2012, Spring 2017, Fall 2019, Spring 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "STAT 998", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "source_record": { "entity_id": "9ff7641d-ecf4-3cc9-8b62-c082a79b4df7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "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": "/instructors/CECILE_ANE" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:018534", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1272", "source_course_id": "018534", "source_subject_id": "932", "title": "Statistical Consulting", "credits_min": 3, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:13209", "term_id": "1272", "source_section_id": "13209", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 12, "waitlisted": 2, "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_eb848532d738676e48012f61", "source": "madgrades", "source_instructor_id": "2602042", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIK NORDHEIM", "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": 8, "quality": 5, "difficulty": 3.38, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:189930", "source_url": "https://www.ratemyprofessors.com/professor/189930", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:27.264117+00:00", "courses": { "course_ef9c9cd4a7d8002288a4cf7c": { "review_count": 3, "quality": 5, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_6b7aab75b588f1c0195bbee5": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.042632702533282, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.399, "graded": 526, "counts": [ 166, 173, 140, 33, 7, 2, 5 ], "sections": 55 }, "instructor_url": "/instructors/ERIK_NORDHEIM--instructor_eb848532d738676e48012f61" }, { "instructor_uid": "instructor_5983f7a189c2f65b2819f132", "source": "madgrades", "source_instructor_id": "2602055", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRIAN YANDELL", "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": 3.746, "graded": 167, "counts": [ 97, 55, 15, 0, 0, 0, 0 ], "sections": 51 }, "instructor_url": "/instructors/BRIAN_YANDELL--instructor_5983f7a189c2f65b2819f132" }, { "instructor_uid": "instructor_3ada7044de07e16f686058c1", "source": "madgrades", "source_instructor_id": "2602050", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOUGLAS BATES", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 16, "quality": 2.75, "difficulty": 3.12, "quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:383979", "source_url": "https://www.ratemyprofessors.com/professor/383979", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:13.901690+00:00", "courses": {}, "bayesian_quality": 3.2553809908592197, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.145, "graded": 567, "counts": [ 132, 125, 169, 93, 37, 4, 7 ], "sections": 15 }, "instructor_url": 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"sections": 21 }, "instructor_url": "/instructors/BRIAN_POWERS--instructor_790897fa73723f2b354fcb19" }, { "instructor_uid": "instructor_4e7dcf69a8ea9529cddc6b67", "source": "madgrades", "source_instructor_id": "3955546", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CECILE ANE", "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": 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 }, "grade_statistics": { "gpa": 3.507, "graded": 1012, "counts": [ 428, 285, 239, 35, 16, 3, 6 ], "sections": 93 }, "instructor_url": "/instructors/CECILE_ANE--instructor_4e7dcf69a8ea9529cddc6b67" }, { "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": "/instructors/CECILE_ANE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": 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"Fall 2016", "instructors": [ "SIJIAN WANG" ], "a": 13, "ab": 1, "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": 14, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Sunduz Keles" ], "a": 8, "ab": 3, "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": 11, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Bret Larget" ], "a": 17, "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": 17, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Brian Yandell" ], "a": 9, "ab": 5, "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": 16, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Brian Yandell" ], "a": 6, "ab": 5, "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": 11, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Brian Yandell" ], "a": 8, "ab": 3, "b": 3, "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": 14, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Sunduz Keles" ], "a": 11, "ab": 3, "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": 14, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Brian Yandell" ], "a": 14, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Brian Yandell" ], "a": 10, "ab": 4, "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": 16, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Brian Yandell" ], "a": 7, "ab": 3, "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": 10, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Brian Yandell" ], "a": 7, "ab": 5, "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": 14, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Sunduz Keles" ], "a": 10, "ab": 2, "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": 12, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Jessi Kehe" ], "a": 6, "ab": 6, "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": 14, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Sunduz Keles" ], "a": 5, "ab": 4, "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": 11, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Bret Larget", "Brian Powers" ], "a": 7, "ab": 3, "b": 1, "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": 11, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Cecile Ane" ], "a": 7, "ab": 1, "b": 3, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Bret Larget" ], "a": 6, "ab": 2, "b": 3, "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": 11, "source_aliases": [ "STAT 998" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 998", "course_uid": "course_704c9a2365bd1c8bed22a552", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Sunduz Keles" ], "a": 12, "ab": 4, "b": 1, "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": 17, "source_aliases": [ "STAT 998" ] } ] ``` ### statistics #### gpa 3.721 #### graded 460 #### counts * 278 * 114 * 64 * 3 * 0 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_704c9a2365bd1c8bed22a552-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_704c9a2365bd1c8bed22a552-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_704c9a2365bd1c8bed22a552-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_704c9a2365bd1c8bed22a552-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_704c9a2365bd1c8bed22a552-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_704c9a2365bd1c8bed22a552-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_704c9a2365bd1c8bed22a552-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_704c9a2365bd1c8bed22a552-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_704c9a2365bd1c8bed22a552-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_704c9a2365bd1c8bed22a552-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7206521739130434 #### count 460 #### university ##### size 5711 ##### gpa Percentile 49 ##### count Percentile 67 ##### median Count 233 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 365 | false | | 3.2–3.6 | 1566 | false | | 3.6–4.0 | 3769 | true | #### departments ```json [ { "subject": "STAT", "comparison": { "size": 77, "gpaPercentile": 63, "countPercentile": 53, "medianCount": 415, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 29, "current": false }, { "range": "3.6–4.0", "count": 38, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.5 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1074 ##### term 1074 ##### gpa 3.65625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1082 ##### term 1082 ##### gpa 3.5 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1092 ##### term 1092 ##### gpa 3.6923076923076925 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1102 ##### term 1102 ##### gpa 3.433333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1104 ##### term 1104 ##### gpa 3.6818181818181817 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1114 ##### term 1114 ##### gpa 3.5833333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1122 ##### term 1122 ##### gpa 3.392857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1124 ##### term 1124 ##### gpa 3.6666666666666665 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1132 ##### term 1132 ##### gpa 3.575 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1134 ##### term 1134 ##### gpa 3.6875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1142 ##### term 1142 ##### gpa 3.85 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1144 ##### term 1144 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1152 ##### term 1152 ##### gpa 3.625 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1154 ##### term 1154 ##### gpa 3.9642857142857144 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1162 ##### term 1162 ##### gpa 3.75 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1164 ##### term 1164 ##### gpa 3.5 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1172 ##### term 1172 ##### gpa 3.9642857142857144 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1174 ##### term 1174 ##### gpa 3.8636363636363638 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1182 ##### term 1182 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1184 ##### term 1184 ##### gpa 3.71875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1192 ##### term 1192 ##### gpa 3.772727272727273 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1194 ##### term 1194 ##### gpa 3.6785714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1202 ##### term 1202 ##### gpa 3.892857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1204 ##### term 1204 ##### gpa 3.9375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1212 ##### term 1212 ##### gpa 3.75 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1222 ##### term 1222 ##### gpa 3.85 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1232 ##### term 1232 ##### gpa 3.6785714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1234 ##### term 1234 ##### gpa 3.9166666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1242 ##### term 1242 ##### gpa 3.642857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1244 ##### term 1244 ##### gpa 3.6363636363636362 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1252 ##### term 1252 ##### gpa 3.772727272727273 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1254 ##### term 1254 ##### gpa 3.4583333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1262 ##### term 1262 ##### gpa 3.6363636363636362 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1264 ##### term 1264 ##### gpa 3.823529411764706 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | ### benchmarks #### all ##### school ###### size 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