# ISYE 624: Stochastic Modeling Techniques | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ISYE_624) ## 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 c43177d3267bb933bfff6a730803c1cfbcbea5f41bce5ae1b17dd3fdf944313a ### course id ISYE 624 ### course uid course\_125235525a77a0df6c440f6b ### catalog version id f364cd777aaa23b379366f97bcedc9d405f4db769b99649370337a97702e20b9 ### course number 624 ### subjects * ISYE ### title STOCHASTIC MODELING TECHNIQUES ### description Techniques for modeling systems in which uncertainty is an essential factor. Emphasizes why, how and when techniques can or cannot be applied, rather than their mathematical derivation. Case studies and/or examples from such areas as logistics, production, and service industries. ### requirements text (STAT/​MATH  309,311, orSTAT/​MATH  431) and (MATH 320,340,341, or375), graduate/professional standing, or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:490:010300 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 7c1acefe70f74c9bd6cf60f8a87e98276e9a5204aa0ea02d241f901dd4ec5555 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ISYE 624 teaches stochastic modeling techniques for systems with uncertainty, focusing on application in logistics, production, and service industries. ### llm topics * Uncertainty modeling * Industry case studies ### llm skills * Modeling systems with uncertainty * Evaluating applicability of techniques * Applying techniques to industry case studies ### llm assumed background * Probability and statistical theory * Linear algebra and differential equations ### llm search phrases * stochastic modeling techniques * ISYE 624 uncertainty * probability and linear algebra prerequisites * operations research stochastic methods ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash d22be7fba15d23f008ffe0b4b1ece85684e1711ce6ba04cbb93ff3078242e639 #### course id ISYE 624 #### current instructors ```json [ { "instructor_uid": "instructor_e31bfa7484640c08772940cc", "message": "No course-specific reviews available", "name": "Qiaomin Xie", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2777001", "summary": [ { "citations": [ { "course_id": "ISYE 624", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "86b88a00-b32c-33b1-84e6-7f987d6ccd7e", "source_record": { "entity_id": "86b88a00-b32c-33b1-84e6-7f987d6ccd7e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ISYE 624", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "86b88a00-b32c-33b1-84e6-7f987d6ccd7e", "source_record": { "entity_id": "86b88a00-b32c-33b1-84e6-7f987d6ccd7e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ISYE 624", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "86b88a00-b32c-33b1-84e6-7f987d6ccd7e", "source_record": { "entity_id": "86b88a00-b32c-33b1-84e6-7f987d6ccd7e", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2023: 3.75 GPA, 90.0% A/AB (n=10 letter grades); Spring 2024: 3.80 GPA, 90.0% A/AB (n=10 letter grades); Spring 2025: 3.50 GPA, 69.2% A/AB (n=13 letter grades). 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"QIAOMIN.XIE@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": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2777001", "source_url": "https://www.ratemyprofessors.com/professor/2777001", "match_basis": "exact_name", "observed_at": "2026-09-07 16:11:09.655440+00:00", "courses": { "course_10d2c585c41b0b82531af186": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.533034079568186, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/QIAOMIN_XIE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "VICKI BIER" ], "a": 9, "ab": 10, "b": 6, "bc": 2, "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": 27, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "VICKI BIER" ], "a": 7, "ab": 4, "b": 5, "bc": 3, "c": 1, "d": 2, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "SOONHUI LEE" ], "a": 7, "ab": 9, "b": 8, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 27, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "SOONHUI LEE" ], "a": 4, "ab": 5, "b": 2, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "VICKI BIER" ], "a": 6, "ab": 6, "b": 4, "bc": 1, "c": 1, "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": 19, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "VICKI BIER" ], "a": 6, "ab": 9, "b": 4, "bc": 4, "c": 2, "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": 26, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "LAURA MCLAY" ], "a": 14, "ab": 6, "b": 13, "bc": 4, "c": 4, "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": 41, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "LAURA MCLAY" ], "a": 11, "ab": 6, "b": 4, "bc": 3, "c": 1, "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": 26, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "LAURA MCLAY" ], "a": 8, "ab": 5, "b": 3, "bc": 3, "c": 2, "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": 21, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "LAURA MCLAY" ], "a": 7, "ab": 8, "b": 4, "bc": 1, "c": 4, "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": 25, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "LAURA MCLAY" ], "a": 12, "ab": 9, "b": 4, "bc": 3, "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": 28, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "LAURA MCLAY" ], "a": 4, "ab": 2, "b": 3, "bc": 1, "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": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "LAURA MCLAY" ], "a": 12, "ab": 3, "b": 4, "bc": 1, "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": 20, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "LAURA MCLAY" ], "a": 9, "ab": 3, "b": 2, "bc": 1, "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": 15, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Qiaomin Xie" ], "a": 7, "ab": 5, "b": 4, "bc": 1, "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": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Qiaomin Xie", "YIXUAN ZHANG" ], "a": 6, "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": 10, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Qiaomin Xie" ], "a": 9, "ab": 0, "b": 0, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Qiaomin Xie" ], "a": 7, "ab": 2, "b": 1, "bc": 3, "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": 13, "source_aliases": [ "ISYE 624" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 624", "course_uid": "course_125235525a77a0df6c440f6b", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "LAURA MCLAY" ], "a": 5, "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": 9, "source_aliases": [ "ISYE 624" ] } ] ``` ### statistics #### gpa 3.423 #### graded 375 #### counts * 150 * 98 * 73 * 33 * 18 * 3 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_125235525a77a0df6c440f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_125235525a77a0df6c440f6b-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_125235525a77a0df6c440f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_125235525a77a0df6c440f6b-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_125235525a77a0df6c440f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_125235525a77a0df6c440f6b-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_125235525a77a0df6c440f6b-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_125235525a77a0df6c440f6b-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4226666666666667 #### count 375 #### university ##### size 4835 ##### gpa Percentile 20 ##### count Percentile 73 ##### median Count 160 ##### 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 | 371 | false | | 3.2–3.6 | 1397 | true | | 3.6–4.0 | 3056 | false | #### departments ```json [ { "subject": "ISYE", "comparison": { "size": 59, "gpaPercentile": 10, "countPercentile": 66, "medianCount": 201, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 42, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.4814814814814814 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1084 ##### term 1084 ##### gpa 3.1136363636363638 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1102 ##### term 1102 ##### gpa 3.42 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1112 ##### term 1112 ##### gpa 3.3214285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1124 ##### term 1124 ##### gpa 3.289473684210526 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1132 ##### term 1132 ##### gpa 3.26 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1142 ##### term 1142 ##### gpa 3.268292682926829 ##### count 41 ##### university ###### size 853 ###### gpa Percentile 37 ###### count Percentile 23 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | true | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 21, "countPercentile": 43, "medianCount": 41, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.46 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1162 ##### term 1162 ##### gpa 3.3333333333333335 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1172 ##### term 1172 ##### gpa 3.2708333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1182 ##### term 1182 ##### gpa 3.5357142857142856 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1192 ##### term 1192 ##### gpa 3.45 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1202 ##### term 1202 ##### gpa 3.65 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1212 ##### term 1212 ##### gpa 3.6666666666666665 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1222 ##### term 1222 ##### gpa 3.5294117647058822 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1234 ##### term 1234 ##### gpa 3.75 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1244 ##### term 1244 ##### gpa 3.8 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1254 ##### term 1254 ##### gpa 3.5 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1264 ##### term 1264 ##### gpa 3.7222222222222223 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | ### benchmarks #### all ##### school ###### size 4835 ###### gpa 3.6560518797806982 ###### top Share 81.62525938779028 ###### count 160 ##### ISYE ###### size 59 ###### gpa 3.696168847606169 ###### top Share 84.57013238929157 ###### count 201 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### ISYE ###### size 12 ###### gpa 3.539479209717092 ###### top Share 78.21357214803776 ###### count 39.5 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ISYE ###### size 14 ###### gpa 3.4469412997609785 ###### top Share 67.6955584322091 ###### count 42 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ISYE ###### size 14 ###### gpa 3.4635739499944935 ###### top Share 68.36302861386832 ###### count 40 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### ISYE ###### size 13 ###### gpa 3.5687689324418694 ###### top Share 73.75416475235485 ###### count 44 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### ISYE ###### size 16 ###### gpa 3.5364049773931505 ###### top Share 75.22354524793886 ###### count 40 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ISYE ###### size 15 ###### gpa 3.5128855686259963 ###### top Share 70.39446449718172 ###### count 41 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ISYE ###### size 17 ###### gpa 3.4850179961463574 ###### top Share 73.7876204102473 ###### count 47 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ISYE ###### size 17 ###### gpa 3.5725128229421537 ###### top Share 76.66908174242778 ###### count 47 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top 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1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### ISYE ###### size 22 ###### gpa 3.691810114676891 ###### top Share 83.93896862155151 ###### count 56.5 ## instructor Trends ```json [ { "uid": "instructor_0725a1fc5e7de785afe5d866", "name": "LAURA MCLAY", "count": 193, "terms": [ { "term": "1142", "count": 41, "sections": 1, "gpa": 3.268292682926829 }, { "term": "1152", "count": 25, "sections": 1, "gpa": 3.46 }, { "term": "1162", "count": 21, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1172", "count": 24, "sections": 1, "gpa": 3.2708333333333335 }, { "term": "1182", "count": 28, "sections": 1, "gpa": 3.5357142857142856 }, { "term": "1192", "count": 10, "sections": 1, "gpa": 3.45 }, { "term": "1202", "count": 20, "sections": 1, "gpa": 3.65 }, { "term": "1212", "count": 15, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1264", "count": 9, "sections": 1, "gpa": 3.7222222222222223 } ] }, { "uid": 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