# COMPSCI/ISYE 719: Stochastic Programming | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_ISYE_719) ## 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 8a477295c0426b41c949b452bfa6f12123c5e13685cc0e788665c357eb2d552d ### course id COMPSCI/ISYE 719 ### course uid course\_8933a7eb8d4940ef2a994569 ### catalog version id 5d9ec3362f594af16ab0c392214f9cafb08e75a2ad9861ac8f1b8d3d7ec16156 ### course number 719 ### subjects * COMPSCI * ISYE ### title STOCHASTIC PROGRAMMING ### description Stochastic programming is concerned with decision making in the presence of uncertainty, where the eventual outcome depends on a future random event. Topics include modeling uncertainty in optimization problems, risk measures, stochastic programming algorithms, approximation and sampling methods, and applications. Students are strongly encouraged to have knowledge of linear programming (e.g.,MATH/​COMP SCI/​I SY E/​STAT  525) and probability and statistics (e.g.,MATH/​STAT  431). Knowledge of integer optimization (MATH/​COMP SCI/​I SY E  728) is helpful, but not required. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id f5d4aa17704717890c6c33137dfe4adefc7106590aab4628330b3bb222ed4f5d ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary STOCHASTIC PROGRAMMING covers decision making under uncertainty, including modeling, algorithms, and applications. ### llm topics * Modeling uncertainty in optimization problems * Risk measures and stochastic programming algorithms * Approximation and sampling methods ### llm skills * Modeling uncertainty in optimization problems * Applying risk measures and stochastic programming algorithms ### llm assumed background * Knowledge of linear programming and probability/statistics * Knowledge of integer optimization (helpful but not required) ### llm search phrases * stochastic programming optimization * decision making uncertainty * risk measures algorithms * linear programming applications * sampling methods optimization ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 450d8f64d171935d965d5ec8ddd50e97030e8c6195ea19868c7377ca2a827e54 #### course id COMPSCI/ISYE 719 #### current instructors None recorded. #### difficulty workload Historical reviews of Jim Luedtke: Assignments are reported to help students understand class material, though the course is rated as difficult. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2017-01-10 12:13:52 +0000 UTC", "review_id": "15fa2c3309c6772a981eac7a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTI3NzA3MjMw", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical instructor Jim Luedtke received high praise for lectures that balanced applications and math. Reviewers noted his well-structured lectures and assignments that aided understanding, leading to a strong recommendation for his class. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2017-01-10 12:13:52 +0000 UTC", "review_id": "15fa2c3309c6772a981eac7a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTI3NzA3MjMw", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Jim Luedtke: Jim Luedtke is highly recommended, with well-structured lectures that balance applications and math effectively. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2017-01-10 12:13:52 +0000 UTC", "review_id": "15fa2c3309c6772a981eac7a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTI3NzA3MjMw", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` Recent recorded grades — Spring 2020: 3.62 GPA, 69.2% A/AB (n=13 letter grades); Fall 2023: 3.78 GPA, 82.6% A/AB (n=23 letter grades); Spring 2025: 3.68 GPA, 70.6% A/AB (n=17 letter grades). ```json { "citations": [ { "course_id": "COMPSCI/ISYE 719", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f4da3aed-ca1d-3dca-9560-c5d037510176", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "COMPSCI/ISYE 719", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f4da3aed-ca1d-3dca-9560-c5d037510176", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI/ISYE 719", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f4da3aed-ca1d-3dca-9560-c5d037510176", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience Historical reviews of Jim Luedtke: The class is highly recommended, with assignments supporting the understanding of covered topics. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2017-01-10 12:13:52 +0000 UTC", "review_id": "15fa2c3309c6772a981eac7a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTI3NzA3MjMw", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### 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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_ba6d7251d992cc5964d13077", "source": "madgrades", "source_instructor_id": "2601512", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT R MEYER", "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": 3.63, "graded": 23, "counts": [ 14, 5, 2, 0, 2, 0, 0 ], "sections": 11 }, "instructor_url": "/instructors/ROBERT_R_MEYER" }, { "instructor_uid": "instructor_3dbbd9bb40e74cae2a0f09e2", "source": "madgrades", "source_instructor_id": "4256800", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEFFREY LINDEROTH", "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": 3.228, "graded": 1284, "counts": [ 470, 198, 316, 131, 133, 30, 6 ], "sections": 85 }, "instructor_url": "/instructors/JEFFREY_LINDEROTH--instructor_3dbbd9bb40e74cae2a0f09e2" }, { "instructor_uid": "instructor_b2d8167579562c73fea3c408", "source": "madgrades", "source_instructor_id": "517723", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES LUEDTKE", "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": 3.29, "graded": 1302, "counts": [ 516, 182, 349, 108, 122, 22, 3 ], "sections": 86 }, "instructor_url": "/instructors/JAMES_LUEDTKE" }, { "instructor_uid": "instructor_92d3a5bf090a8fbab1b4367e", "source": "madgrades", "source_instructor_id": "5827021", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RUI CHEN", "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": 3.615, "graded": 13, "counts": [ 8, 1, 3, 1, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/RUI_CHEN--instructor_92d3a5bf090a8fbab1b4367e" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "ROBERT R MEYER" ], "a": 6, "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": 7, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "ROBERT R MEYER" ], "a": 5, "ab": 2, "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": 8, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "Jeffrey Linderoth" ], "a": 16, "ab": 5, "b": 3, "bc": 0, "c": 0, "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": 26, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "Jeffrey Linderoth" ], "a": 21, "ab": 7, "b": 3, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 35, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "Jeffrey Linderoth" ], "a": 25, "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": 25, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "JAMES LUEDTKE" ], "a": 20, "ab": 4, "b": 0, "bc": 0, "c": 0, "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": 26, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "JAMES LUEDTKE" ], "a": 11, "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": 16, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "JAMES LUEDTKE", "RUI CHEN" ], "a": 8, "ab": 1, "b": 3, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 8, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "JAMES LUEDTKE" ], "a": 19, "ab": 0, "b": 2, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "COMPSCI/ISYE 719" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ISYE 719", "course_uid": "course_8933a7eb8d4940ef2a994569", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "JAMES LUEDTKE" ], "a": 12, "ab": 0, "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": [ "COMPSCI/ISYE 719" ] } ] ``` ### statistics #### gpa 3.81 #### graded 189 #### counts * 143 * 25 * 16 * 5 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8933a7eb8d4940ef2a994569-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8933a7eb8d4940ef2a994569-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8933a7eb8d4940ef2a994569-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8933a7eb8d4940ef2a994569-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_8933a7eb8d4940ef2a994569-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_8933a7eb8d4940ef2a994569-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8933a7eb8d4940ef2a994569-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8933a7eb8d4940ef2a994569-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8095238095238093 #### count 189 #### university ##### size 4052 ##### gpa Percentile 65 ##### count Percentile 67 ##### median Count 108 ##### 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 | 15 | false | | 2.8–3.2 | 358 | false | | 3.2–3.6 | 1200 | false | | 3.6–4.0 | 2478 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 97, "gpaPercentile": 76, "countPercentile": 49, "medianCount": 196, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 32, "current": false }, { "range": "3.6–4.0", "count": 50, "current": true } ] } }, { "subject": "ISYE", "comparison": { "size": 57, "gpaPercentile": 66, "countPercentile": 63, "medianCount": 132, "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": 17, "current": false }, { "range": "3.6–4.0", "count": 38, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1084 ##### term 1084 ##### gpa 3.75 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1104 ##### term 1104 ##### gpa 3.7708333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1122 ##### term 1122 ##### gpa 3.75 ##### count 32 ##### university ###### size 804 ###### gpa Percentile 80 ###### count Percentile 4 ###### 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 | 3 | false | | 2.4–2.8 | 47 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 20, "gpaPercentile": 100, "countPercentile": 0, "medianCount": 54.5, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 1, "current": true } ] } }, { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 93, "countPercentile": 14, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 4 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1172 ##### term 1172 ##### gpa 3.9166666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1192 ##### term 1192 ##### gpa 3.84375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1204 ##### term 1204 ##### gpa 3.6153846153846154 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1242 ##### term 1242 ##### gpa 3.782608695652174 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | #### 1254 ##### term 1254 ##### gpa 3.676470588235294 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | ISYE | | ### benchmarks #### all ##### school ###### size 4052 ###### gpa 3.640129477226793 ###### top Share 80.53679650335808 ###### count 108 ##### COMPSCI ###### size 97 ###### gpa 3.569477982446349 ###### top Share 76.88287278446458 ###### count 196 ##### ISYE ###### size 57 ###### gpa 3.667749492925071 ###### top Share 83.08685853153955 ###### count 132 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### COMPSCI ###### size 13 ###### gpa 2.984228192055664 ###### top Share 46.24763313433178 ###### count 60 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### COMPSCI ###### size 14 ###### gpa 3.144553029581605 ###### top Share 50.3940565180559 ###### count 59 ###### ISYE ###### size 12 ###### gpa 3.539479209717092 ###### top Share 78.21357214803776 ###### count 39.5 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### COMPSCI ###### size 22 ###### gpa 3.200534462173063 ###### top Share 56.78409435721555 ###### count 51.5 ###### ISYE ###### size 12 ###### gpa 3.5102873708512288 ###### top Share 73.77337837858025 ###### count 43 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### COMPSCI ###### size 20 ###### gpa 3.20674670802027 ###### top Share 56.51588103392879 ###### count 54.5 ###### ISYE ###### size 15 ###### gpa 3.412173563129109 ###### top Share 65.9564467047386 ###### count 41 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### COMPSCI ###### size 26 ###### gpa 3.263233863996996 ###### top Share 58.711877593449 ###### count 70.5 ###### ISYE ###### size 14 ###### gpa 3.4927104441409336 ###### top Share 71.50317287737518 ###### count 52 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### COMPSCI ###### size 31 ###### gpa 3.3325489227746874 ###### top Share 61.97665055034616 ###### count 74 ###### ISYE ###### size 20 ###### gpa 3.62282118668902 ###### top Share 80.8712827496802 ###### count 49 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### COMPSCI ###### size 38 ###### gpa 3.3453717241366854 ###### top Share 64.2917310505246 ###### count 95.5 ###### ISYE ###### size 21 ###### gpa 3.606250714862031 ###### top Share 80.36295437587276 ###### count 66 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### COMPSCI ###### size 42 ###### gpa 3.6240893265324647 ###### top Share 79.98991493017058 ###### count 90.5 ###### ISYE ###### size 21 ###### gpa 3.826924971533834 ###### top Share 92.62448121984468 ###### count 57 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### COMPSCI ###### size 52 ###### gpa 3.5206188715369935 ###### top Share 74.2043106737207 ###### count 99 ###### ISYE ###### size 23 ###### gpa 3.58121958026649 ###### top Share 78.36753571915544 ###### count 51 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ###### ISYE ###### size 22 ###### gpa 3.6580253054677003 ###### top Share 83.06204049789541 ###### count 58 ## instructor Trends ```json [ { "uid": "instructor_b2d8167579562c73fea3c408", "name": "JAMES LUEDTKE", "count": 93, "terms": [ { "term": "1172", "count": 24, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1192", "count": 16, "sections": 1, "gpa": 3.84375 }, { "term": "1204", "count": 13, "sections": 1, "gpa": 3.6153846153846154 }, { "term": "1242", "count": 23, "sections": 1, "gpa": 3.782608695652174 }, { "term": "1254", "count": 17, "sections": 1, "gpa": 3.676470588235294 } ] }, { "uid": "instructor_3dbbd9bb40e74cae2a0f09e2", "name": "JEFFREY LINDEROTH", "count": 81, "terms": [ { "term": "1104", "count": 24, "sections": 1, "gpa": 3.7708333333333335 }, { "term": "1122", "count": 32, "sections": 1, "gpa": 3.75 }, { "term": "1144", "count": 25, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_ba6d7251d992cc5964d13077", "name": "ROBERT R MEYER", "count": 15, "terms": [ { "term": "1072", "count": 7, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1084", "count": 8, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_92d3a5bf090a8fbab1b4367e", "name": "RUI CHEN", "count": 13, "terms": [ { "term": "1204", "count": 13, "sections": 1, "gpa": 3.6153846153846154 } ] } ] ``` ## following None recorded.