# STAT 992: Seminar | UW–Madison [View on UW Courses](https://uwcourses.com/courses/STAT_992) ## 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 fd0a27dc023f6b35c5ffc819d2b5e09a89bf8fc3f15047d4b17d15ca28182b05 ### course id STAT 992 ### course uid course\_821b8b9c055e8ecd0e25a516 ### catalog version id 5322626ad6cc2c7d4d325008c1b4dbd792059cd76b7aea48b4c3e4ab8d4d44d8 ### course number 992 ### subjects * STAT ### title SEMINAR ### description Special topics in statistics at the graduate level. Subject matter varies. ### requirements text Graduate/professional standing ### credits min 1 ### credits max 3 ### credit offering ids * 1272:932:018530 * 1272:932:018530.113 * 1272:932:018530.114 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 9639ccc6093b8d2115089aa74ae27b249d580d3281472d61cf3c0bd3cf31dc1b ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary STAT 992 is a graduate-level seminar covering special topics in statistics, with subject matter varying by offering. ### llm topics * Special topics in statistics ### llm skills None recorded. ### llm assumed background * Graduate or professional student standing ### llm search phrases * STAT 992 graduate seminar * special topics statistics graduate * STAT 992 prerequisites ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash f00861d52d38d5659c6aa617f07804e91c6a6d1e10d0cc8ac61783a1193db65b #### course id STAT 992 #### current instructors ```json [ { "instructor_uid": "instructor_de7437eae3d2b6ae3e16cc25", "message": "No course-specific reviews available", "name": "Garvesh Raskutti", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1870984", "summary": [ { "citations": [ { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ], "text": "Recent recorded grades — Spring 2017: 3.83 GPA, 82.6% A/AB (n=23 letter grades); Spring 2019: 3.48 GPA, 65.5% A/AB (n=29 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=28 letter grades)." } ] } ] ``` #### difficulty workload Historical reviews of Joshua Cape: The review does not specify workload or difficulty, only noting the material is delivered in an easy-to-understand way. ```json { "citations": [ { "instructor_name": "Joshua Cape", "review_date": "2023-08-31 17:17:31 +0000 UTC", "review_id": "df0974a04bd34b181adeafaa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2835627", "source_review_id": "UmF0aW5nLTM4MTk4MTUy", "source_url": "https://www.ratemyprofessors.com/professor/2835627", "type": "review" } ] } ``` #### errors None recorded. #### historical context Joshua Cape, a historical instructor for STAT 992, is described as nice and effective at delivering advanced research topics in an understandable way. He is noted for giving good grades, though this review does not cover current instructor Garvesh Raskutti. ```json { "citations": [ { "instructor_name": "Joshua Cape", "review_date": "2023-08-31 17:17:31 +0000 UTC", "review_id": "df0974a04bd34b181adeafaa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2835627", "source_review_id": "UmF0aW5nLTM4MTk4MTUy", "source_url": "https://www.ratemyprofessors.com/professor/2835627", "type": "review" } ] } ``` #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take The course covers advanced research topics in an accessible manner, though this assessment is based on historical instruction by Joshua Cape. ```json { "citations": [ { "instructor_name": "Joshua Cape", "review_date": "2023-08-31 17:17:31 +0000 UTC", "review_id": "df0974a04bd34b181adeafaa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2835627", "source_review_id": "UmF0aW5nLTM4MTk4MTUy", "source_url": "https://www.ratemyprofessors.com/professor/2835627", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.98 GPA, 97.7% A/AB (n=44 letter grades); Fall 2025: 3.94 GPA, 100.0% A/AB (n=36 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=55 letter grades). ```json { "citations": [ { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students found the material easy to understand under historical instructor Joshua Cape, who was described as nice and provided good grades. ```json { "citations": [ { "instructor_name": "Joshua Cape", "review_date": "2023-08-31 17:17:31 +0000 UTC", "review_id": "df0974a04bd34b181adeafaa", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2835627", "source_review_id": "UmF0aW5nLTM4MTk4MTUy", "source_url": "https://www.ratemyprofessors.com/professor/2835627", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history GARVESH RASKUTTI is recorded teaching in Spring 2015, Spring 2017, Spring 2019, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1154", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` JOSHUA CAPE is recorded teaching in Spring 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "STAT 992", "run_id": "20260907T155543-ce3781c4", "section_number": 4, "source_course_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "source_record": { "entity_id": "cf5cee1e-5a8a-3b97-b5a2-fbb8c6182b0f", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "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_de7437eae3d2b6ae3e16cc25", "source": "enrollment", "source_instructor_id": "raskutti", "identity_basis": "netid", "identity_status": "source_identified", "name": "Garvesh Raskutti", "email": "RASKUTTI@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": 28, "quality": 3.68, "difficulty": 3.79, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:1870984", "source_url": "https://www.ratemyprofessors.com/professor/1870984", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:40.338784+00:00", "courses": { "course_2a00c702ff402614a950606e": { "review_count": 23, "quality": 3.74, "difficulty": 3.78, "quality_count": 23, "difficulty_count": 23 }, "course_e593b86c370a0c671af794df": { "review_count": 3, "quality": 3, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.6715357431444153, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/GARVESH_RASKUTTI" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:018530", "course_id": "STAT 992", "course_uid": "course_821b8b9c055e8ecd0e25a516", "term_id": "1272", "source_course_id": "018530", "source_subject_id": "932", "title": "Seminar", "credits_min": 1, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:018530.113", "course_id": "STAT 992", "course_uid": "course_821b8b9c055e8ecd0e25a516", "term_id": "1272", "source_course_id": "018530.113", "source_subject_id": "932", "title": "Statistical Consult. Practicum", "credits_min": 1, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:018530.114", "course_id": "STAT 992", "course_uid": "course_821b8b9c055e8ecd0e25a516", "term_id": "1272", "source_course_id": "018530.114", "source_subject_id": "932", "title": "Interpretable Machine Learning", "credits_min": 1, "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:1272:36534", "term_id": "1272", "source_section_id": "36534", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 15, "enrolled": 12, "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_0fa00489e3ab3e94b9e52d89", "source": "madgrades", "source_instructor_id": "751075", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRET LARGET", "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": 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, 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"source_instructor_id": "4369041", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VIVAK PATEL", "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": 28, "quality": 1.86, "difficulty": 4.39, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:2630806", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "match_basis": "exact_name", "observed_at": "2026-09-07 15:59:56.176630+00:00", "courses": { "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 17, "quality": 1.41, "difficulty": 4.76, "quality_count": 17, "difficulty_count": 17 }, "course_0cdbe47e9cba33b1c1a28e66": { "review_count": 8, "quality": 2.62, "difficulty": 3.62, "quality_count": 8, "difficulty_count": 8 }, "course_c7c2e62609a7d096ae23e826": { "review_count": 3, "quality": 2.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 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"name": "MAJA RUDOLPH", "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": 3.576, "graded": 125, "counts": [ 60, 41, 15, 5, 2, 2, 0 ], "sections": 6 }, "instructor_url": "/instructors/MAJA_RUDOLPH--instructor_cd4cae1eb6a89f0929c86973" }, { "instructor_uid": "instructor_da7b449a63c6001dd1731f0f", "source": "madgrades", "source_instructor_id": "6687441", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DEBDEEP PATI", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 2.986, "graded": 74, "counts": [ 24, 8, 14, 10, 12, 6, 0 ], "sections": 4 }, "instructor_url": "/instructors/DEBDEEP_PATI--instructor_da7b449a63c6001dd1731f0f" }, { "instructor_uid": "instructor_2046459e5630973d60ed2b15", "source": "madgrades", "source_instructor_id": "640407", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICHOLAS STEPHEN KEULER", "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": 3.1, "graded": 3078, "counts": [ 830, 628, 845, 223, 424, 82, 46 ], "sections": 39 }, "instructor_url": "/instructors/NICHOLAS_STEPHEN_KEULER" }, { "instructor_uid": "instructor_ac7e746a7007300142d74289", "source": "madgrades", "source_instructor_id": "5329782", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIQIAO ZHONG", "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": 1.89, "difficulty": 3.11, "quality_count": 9, "difficulty_count": 9, "profile_id": "rmp:2889232", "source_url": "https://www.ratemyprofessors.com/professor/2889232", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:42.523182+00:00", "courses": { "course_b9ca05f3e5db5af2eb30f64a": { "review_count": 9, "quality": 1.89, "difficulty": 3.11, "quality_count": 9, "difficulty_count": 9 } }, "bayesian_quality": 3.1104729541700653, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.674, "graded": 405, "counts": [ 198, 167, 35, 1, 2, 0, 2 ], "sections": 23 }, "instructor_url": "/instructors/YIQIAO_ZHONG--instructor_ac7e746a7007300142d74289" }, { "instructor_uid": "instructor_f5c2a5601f5f4ad72befd3e1", "source": "madgrades", "source_instructor_id": "5690230", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YONGYI GUO", "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": 6, "quality": 1.17, "difficulty": 4.67, "quality_count": 6, "difficulty_count": 6, "profile_id": "rmp:3010926", "source_url": 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0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/BENJAMIN_LENGERICH--instructor_fd85f5d3f8c46ff150625ca3" }, { "instructor_uid": "instructor_de7437eae3d2b6ae3e16cc25", "source": "enrollment", "source_instructor_id": "raskutti", "identity_basis": "netid", "identity_status": "source_identified", "name": "Garvesh Raskutti", "email": "RASKUTTI@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": 28, "quality": 3.68, "difficulty": 3.79, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:1870984", "source_url": "https://www.ratemyprofessors.com/professor/1870984", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:40.338784+00:00", "courses": { "course_2a00c702ff402614a950606e": { "review_count": 23, "quality": 3.74, "difficulty": 3.78, "quality_count": 23, "difficulty_count": 23 }, "course_e593b86c370a0c671af794df": { "review_count": 3, "quality": 3, 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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": 36, "source_aliases": [ "STAT 992" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 992", "course_uid": "course_821b8b9c055e8ecd0e25a516", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Benjamin Lengerich", "Cecile Ane", "Jun Shao", "NICHOLAS STEPHEN KEULER", "Nicolas Garcia Trillos", "Yiqiao Zhong", "Yongyi Guo", "ZHANG CHUNMING" ], "a": 55, "ab": 0, "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": 56, "source_aliases": [ "STAT 992" ] } ] ``` ### statistics #### gpa 3.954 #### graded 987 #### counts * 917 * 50 * 19 * 1 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_821b8b9c055e8ecd0e25a516-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_821b8b9c055e8ecd0e25a516-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_821b8b9c055e8ecd0e25a516-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_821b8b9c055e8ecd0e25a516-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_821b8b9c055e8ecd0e25a516-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_821b8b9c055e8ecd0e25a516-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_821b8b9c055e8ecd0e25a516-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_821b8b9c055e8ecd0e25a516-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_821b8b9c055e8ecd0e25a516-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_821b8b9c055e8ecd0e25a516-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9539007092198584 #### count 987 #### university ##### size 5628 ##### gpa Percentile 86 ##### count Percentile 84 ##### median Count 213.5 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 12 | false | | 2.8–3.2 | 348 | false | | 3.2–3.6 | 1534 | false | | 3.6–4.0 | 3734 | true | #### departments ```json [ { "subject": "STAT", "comparison": { "size": 77, "gpaPercentile": 93, "countPercentile": 74, "medianCount": 379, "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": 31, "current": false }, { "range": "3.6–4.0", "count": 36, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.95 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1084 ##### term 1084 ##### gpa 3.9583333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1094 ##### term 1094 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1104 ##### term 1104 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1112 ##### term 1112 ##### gpa 4 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1114 ##### term 1114 ##### gpa 4 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1122 ##### term 1122 ##### gpa 3.9411764705882355 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1124 ##### term 1124 ##### gpa 3.95 ##### count 30 ##### university ###### size 821 ###### gpa Percentile 93 ###### count Percentile 0 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | false | | 3.6–4.0 | 280 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 14, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 73.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 2, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 1, "current": true } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.977272727272727 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1142 ##### term 1142 ##### gpa 3.973684210526316 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1144 ##### term 1144 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1154 ##### term 1154 ##### gpa 3.8333333333333335 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1162 ##### term 1162 ##### gpa 4 ##### count 46 ##### university ###### size 954 ###### gpa Percentile 97 ###### count Percentile 30 ###### median Count 64.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 24, "gpaPercentile": 100, "countPercentile": 43, "medianCount": 50.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.9047619047619047 ##### count 63 ##### university ###### size 965 ###### gpa Percentile 86 ###### count Percentile 47 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 21, "gpaPercentile": 95, "countPercentile": 45, "medianCount": 69, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1174 ##### term 1174 ##### gpa 3.8666666666666667 ##### count 30 ##### university ###### size 955 ###### gpa Percentile 85 ###### count Percentile 0 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 22, "gpaPercentile": 90, "countPercentile": 0, "medianCount": 71.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1192 ##### term 1192 ##### gpa 3.8666666666666667 ##### count 30 ##### university ###### size 1077 ###### gpa Percentile 83 ###### count Percentile 0 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 27, "gpaPercentile": 96, "countPercentile": 0, "medianCount": 74, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.625 ##### count 40 ##### university ###### size 1040 ###### gpa Percentile 59 ###### count Percentile 18 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 23, "gpaPercentile": 73, "countPercentile": 5, "medianCount": 79, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 6, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 4 ##### count 51 ##### university ###### size 1102 ###### gpa Percentile 96 ###### count Percentile 35 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 30, "gpaPercentile": 97, "countPercentile": 21, "medianCount": 80.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1212 ##### term 1212 ##### gpa 3.962962962962963 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1222 ##### term 1222 ##### gpa 3.933333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1232 ##### term 1232 ##### gpa 4 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | STAT | | #### 1234 ##### term 1234 ##### gpa 3.9814814814814814 ##### count 81 ##### university ###### size 1188 ###### gpa Percentile 93 ###### count Percentile 59 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 25, "gpaPercentile": 100, "countPercentile": 58, "medianCount": 67, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 4 ##### count 35 ##### university ###### size 1295 ###### gpa Percentile 96 ###### count Percentile 13 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 34, "gpaPercentile": 100, "countPercentile": 12, "medianCount": 55, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.9921875 ##### count 64 ##### university ###### size 1241 ###### gpa Percentile 95 ###### count Percentile 49 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | false | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 29, "gpaPercentile": 96, "countPercentile": 54, "medianCount": 62, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.9871794871794872 ##### count 78 ##### university ###### size 1333 ###### gpa Percentile 94 ###### count Percentile 55 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 32, "gpaPercentile": 97, "countPercentile": 52, "medianCount": 70.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.977272727272727 ##### count 44 ##### university ###### size 1289 ###### gpa Percentile 93 ###### count Percentile 27 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 28, "gpaPercentile": 96, "countPercentile": 19, "medianCount": 70, "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": 6, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.9444444444444446 ##### count 36 ##### university ###### size 1320 ###### gpa Percentile 87 ###### count Percentile 13 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 29, "gpaPercentile": 96, "countPercentile": 11, "medianCount": 81, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 4 ##### count 55 ##### university ###### size 1283 ###### gpa Percentile 95 ###### count Percentile 40 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "STAT", "comparison": { "size": 26, "gpaPercentile": 100, "countPercentile": 20, "medianCount": 66, "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": 9, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5628 ###### gpa 3.675298235198661 ###### top Share 82.80085028096659 ###### count 213.5 ##### STAT ###### size 77 ###### gpa 3.5779630168411223 ###### top Share 77.41183076872161 ###### count 379 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### STAT ###### size 10 ###### gpa 3.181469252605204 ###### top Share 50.79697144214053 ###### count 66.5 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### STAT ###### size 11 ###### gpa 3.1916703213972117 ###### top Share 53.20854008345764 ###### count 60 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### STAT ###### size 13 ###### gpa 3.2192958075537375 ###### top Share 55.66253049989985 ###### count 67 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### STAT ###### size 11 ###### gpa 3.2176332921053334 ###### top Share 53.16837069213127 ###### count 89 ##### 1112 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66.35946578182744 ###### count 66 ###### STAT ###### size 15 ###### gpa 3.189466060305169 ###### top Share 53.9092333240668 ###### count 62 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### STAT ###### size 16 ###### gpa 3.240435267681857 ###### top Share 58.10171174479488 ###### count 44.5 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### STAT ###### size 14 ###### gpa 3.0970281238579784 ###### top Share 51.741770775379614 ###### count 74.5 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### STAT ###### size 19 ###### gpa 3.247335845906281 ###### top Share 58.329434774225824 ###### count 57 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### STAT ###### size 24 ###### gpa 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77.58926748660845 ###### count 68 ###### STAT ###### size 25 ###### gpa 3.4555542540486095 ###### top Share 69.54152339778892 ###### count 100 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### STAT ###### size 32 ###### gpa 3.4861059411832307 ###### top Share 71.46520654148341 ###### count 55.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### STAT ###### size 32 ###### gpa 3.4024781451477413 ###### top Share 66.63145704464162 ###### count 60.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### STAT ###### size 25 ###### gpa 3.396227416481204 ###### top Share 66.8429997070879 ###### count 67 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### STAT ###### size 34 ###### gpa 3.4558758327213903 ###### top Share 69.10154863162224 ###### count 55 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### STAT ###### size 29 ###### gpa 3.390846810323202 ###### top Share 64.2629736611174 ###### count 62 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### STAT ###### size 32 ###### gpa 3.423918594183889 ###### top Share 68.17668754351217 ###### count 70.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### STAT ###### size 28 ###### gpa 3.4752654121860003 ###### top Share 68.35873780152826 ###### count 70 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### STAT ###### size 29 ###### gpa 3.415022952129974 ###### top Share 64.95385808199006 ###### count 81 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### STAT ###### size 26 ###### gpa 3.343399816676682 ###### top Share 63.23102425546245 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_6ef6ba5b00788b0ab8154cde", "name": "JUN SHAO", "count": 120, "terms": [ { "term": "1104", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1122", "count": 17, "sections": 1, "gpa": 3.9411764705882355 }, { "term": "1144", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1162", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1264", "count": 13, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_a1a6312441a09a9ee137f7b1", "name": "GARVESH RASKUTTI", "count": 101, "terms": [ { "term": "1154", "count": 21, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1174", "count": 23, "sections": 1, "gpa": 3.8260869565217392 }, { "term": "1194", "count": 29, "sections": 1, "gpa": 3.4827586206896552 }, { "term": "1252", "count": 28, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_558d0f57cb16d287326d3b99", "name": "QIAN ZHIGUANG", "count": 96, "terms": [ { "term": "1094", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1112", "count": 24, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1244", "count": 20, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 24, "sections": 1, "gpa": 3.9583333333333335 } ] }, { "uid": "instructor_ac940d98fd555bfd1c37966e", "name": "HYUNSEUNG KANG", "count": 88, "terms": [ { "term": "1202", "count": 42, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1244", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 19, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_f7b1a1debf76df893ab42670", "name": "KARL ROHE", "count": 54, "terms": [ { "term": "1162", "count": 35, "sections": 1, "gpa": 4 }, { "term": "1212", "count": 19, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_65cbac2c9da9e3d3236992ef", "name": "ZHENGJUN ZHANG", "count": 50, "terms": [ { "term": "1084", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1124", "count": 14, "sections": 1, "gpa": 3.9642857142857144 }, { "term": "1164", "count": 24, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_8e924d59a99dc4ba0b8501dc", "name": "ZHANG CHUNMING", "count": 49, "terms": [ { "term": "1134", "count": 22, "sections": 1, "gpa": 3.977272727272727 }, { "term": "1164", "count": 11, "sections": 1, "gpa": 3.8181818181818183 }, { "term": "1232", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1264", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": 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"uid": "instructor_57424157730da96ec177f067", "name": "JIWEI ZHAO", "count": 15, "terms": [ { "term": "1222", "count": 15, "sections": 1, "gpa": 3.933333333333333 } ] }, { "uid": "instructor_b2acd3224dabe1427205a51f", "name": "VIVAK PATEL", "count": 15, "terms": [ { "term": "1244", "count": 15, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_cd4cae1eb6a89f0929c86973", "name": "MAJA RUDOLPH", "count": 12, "terms": [ { "term": "1262", "count": 12, "sections": 1, "gpa": 3.9583333333333335 } ] }, { "uid": "instructor_f371fd2a28dcb497f02e3fc5", "name": "MICHAEL NEWTON", "count": 12, "terms": [ { "term": "1084", "count": 12, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_f20799d95aade158c151479c", "name": "YAJUAN SI", "count": 11, "terms": [ { "term": "1162", "count": 11, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_f847ec2f2b4323a1567acb1d", "name": "MATTHIAS KATZFUSS", "count": 10, "terms": [ { "term": "1252", "count": 10, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_253cce0f28321f783c10482f", "name": "JESSI KEHE", "count": 9, "terms": [ { "term": "1244", "count": 9, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_e968205b350fcf8acfcd3184", "name": "CORA ALLEN-COLEMAN", "count": 9, "terms": [ { "term": "1192", "count": 9, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_f5c2a5601f5f4ad72befd3e1", "name": "YONGYI GUO", "count": 9, "terms": [ { "term": "1264", "count": 9, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_e10f1af1183206a218e8efac", "name": "TZU HSIANG HUNG", "count": 8, "terms": [ { "term": "1212", "count": 8, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_4d778dafa1ee04996dee46e3", "name": "LU MAO", "count": 7, "terms": [ { "term": "1174", "count": 7, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.