# ISYE 601: Special Topics in Industrial Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ISYE_601) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 c96ee2dae255cd9d93fec9b0fd78be7b7a2656befb5f2c24784d9670d5641f3d ### course id ISYE 601 ### course uid course\_9038c4e5acac28da8c19378f ### catalog version id 4362bd90a3dd58dd87f5ceef514937c7a0000bedbee6785a1f08c75150531649 ### course number 601 ### subjects * ISYE ### title SPECIAL TOPICS IN INDUSTRIAL ENGINEERING ### description In various areas. Sample topics: "Simulation" and "Systems Design". ### requirements text None ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 4256f51f09a2c0b2d88f7b74e8bba155ffe1620917e50d1fb3ffe80b23e72f6a ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ISYE 601 covers special topics in industrial engineering, with sample topics including Simulation and Systems Design. ### llm topics * Simulation * Systems Design ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * ISYE 601 simulation * ISYE 601 systems design * special topics industrial engineering ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 8b20afdf5f8ab4e25d3bc611a952dd352a8dcddcb9c05371fcec3a30adf04402 #### course id ISYE 601 #### current instructors None recorded. #### difficulty workload Historical reviews of John Lee: The course has a moderate difficulty level. ```json { "citations": [ { "instructor_name": "John Lee", "review_date": "2021-01-04 17:36:46 +0000 UTC", "review_id": "fdb907d23b9d4ddb55cfaa1a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1722365", "source_review_id": "UmF0aW5nLTM0MjMzMzAw", "source_url": "https://www.ratemyprofessors.com/professor/1722365", "type": "review" } ] } ``` #### errors None recorded. #### historical context John Lee taught this course historically, receiving high praise for its utility in learning data visualization in R. Reviewers found the class to be a great learning experience under his instruction. ```json { "citations": [ { "instructor_name": "John Lee", "review_date": "2021-01-04 17:36:46 +0000 UTC", "review_id": "fdb907d23b9d4ddb55cfaa1a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1722365", "source_review_id": "UmF0aW5nLTM0MjMzMzAw", "source_url": "https://www.ratemyprofessors.com/professor/1722365", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of John Lee: John Lee's course is a great way to learn data visualization in R. ```json { "citations": [ { "instructor_name": "John Lee", "review_date": "2021-01-04 17:36:46 +0000 UTC", "review_id": "fdb907d23b9d4ddb55cfaa1a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1722365", "source_review_id": "UmF0aW5nLTM0MjMzMzAw", "source_url": "https://www.ratemyprofessors.com/professor/1722365", "type": "review" } ] } ``` Recent recorded grades — Fall 2019: 3.69 GPA, 82.4% A/AB (n=74 letter grades); Spring 2020: 3.81 GPA, 91.9% A/AB (n=62 letter grades); Fall 2020: 3.69 GPA, 88.1% A/AB (n=42 letter grades). ```json { "citations": [ { "course_id": "ISYE 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ISYE 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "ISYE 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1212", "type": "grade" } ] } ``` #### student experience Historical reviews of John Lee: Students found the class highly valuable for acquiring R skills. ```json { "citations": [ { "instructor_name": "John Lee", "review_date": "2021-01-04 17:36:46 +0000 UTC", "review_id": "fdb907d23b9d4ddb55cfaa1a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1722365", "source_review_id": "UmF0aW5nLTM0MjMzMzAw", "source_url": "https://www.ratemyprofessors.com/professor/1722365", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JOHN LEE is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Spring 2020, Fall 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "source_record": { "entity_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ISYE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "source_record": { "entity_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ISYE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "9c12150f-4bd7-3db9-a96a-4d642a9fd58c", 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term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "None", "course": null, "evidence": "None", "id": "source_requirements", "kind": "condition" } ] ``` #### notes * Display fallback using original requirements text; not an LLM-parsed rule. #### root source\_requirements #### status needs\_review ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_3ad836b550bb620dea90eb01", "source": "madgrades", "source_instructor_id": "4707924", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHRISTOPHER JOHNSON", "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": 3.728, "graded": 553, "counts": [ 321, 185, 35, 6, 5, 0, 1 ], "sections": 18 }, "instructor_url": "/instructors/CHRISTOPHER_JOHNSON" }, { 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"5184287", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LAURA MCLAY", "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": 3.468, "graded": 771, "counts": [ 338, 178, 169, 46, 38, 1, 1 ], "sections": 68 }, "instructor_url": "/instructors/LAURA_MCLAY" }, { "instructor_uid": "instructor_5ab9aa1c3da6a5b2a517f8e0", "source": "madgrades", "source_instructor_id": "710721", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ALFONSO GUTIERREZ", "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": 3.857, "graded": 192, "counts": [ 144, 41, 7, 0, 0, 0, 0 ], "sections": 6 }, "instructor_url": "/instructors/ALFONSO_GUTIERREZ" }, { "instructor_uid": "instructor_cd5fbcc0f56d2351dc480979", "source": "madgrades", "source_instructor_id": "5592736", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICOLE WERNER", "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": 1, "quality": 1, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2321069", "source_url": "https://www.ratemyprofessors.com/professor/2321069", "match_basis": "exact_name", "observed_at": "2026-09-07 16:13:58.054411+00:00", "courses": { "course_16e96643ede880a0aba1fd15": { "review_count": 1, "quality": 1, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.533034079568186, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.915, "graded": 305, "counts": [ 259, 43, 1, 1, 1, 0, 0 ], "sections": 46 }, "instructor_url": "/instructors/NICOLE_WERNER--instructor_cd5fbcc0f56d2351dc480979" }, { "instructor_uid": "instructor_6d6130084f2657c504044b59", "source": "madgrades", "source_instructor_id": "4595646", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN LEE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 3.88, "difficulty": 2.38, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1722365", "source_url": "https://www.ratemyprofessors.com/professor/1722365", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:26.879985+00:00", "courses": { "course_0bf7d1fc20304def0233e765": { "review_count": 3, "quality": 2.33, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_9038c4e5acac28da8c19378f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_465855ee8f77f31be2f79f78": { "review_count": 3, "quality": 4.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.722632702533282, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.698, "graded": 1400, "counts": [ 880, 297, 166, 31, 18, 6, 2 ], "sections": 116 }, "instructor_url": "/instructors/JOHN_LEE--instructor_6d6130084f2657c504044b59" }, { "instructor_uid": "instructor_a02a5ce0163472e7d86910df", "source": "madgrades", "source_instructor_id": "6046359", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MATTHEW MCCORMICK", "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": 4, "graded": 28, "counts": [ 28, 0, 0, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/MATTHEW_MCCORMICK--instructor_a02a5ce0163472e7d86910df" }, { "instructor_uid": "instructor_ff8a6df431460bad47bd449c", "source": "madgrades", "source_instructor_id": "4566138", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIAO XU", "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": 3.7, "graded": 2370, "counts": [ 1586, 373, 267, 84, 50, 9, 1 ], "sections": 50 }, "instructor_url": "/instructors/JIAO_XU--instructor_ff8a6df431460bad47bd449c" }, { "instructor_uid": "instructor_e0aba2e4d6a155ffdfe518d3", "source": "madgrades", "source_instructor_id": "6229770", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUSTIN BOUTILIER", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 5, "quality": 5, "difficulty": 2.4, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2691068", "source_url": "https://www.ratemyprofessors.com/professor/2691068", "match_basis": "exact_name", "observed_at": "2026-09-07 16:29:22.978411+00:00", "courses": { "course_2dfc38bd1da712336fd25ec2": { "review_count": 4, "quality": 5, "difficulty": 2.5, "quality_count": 4, "difficulty_count": 4 }, "course_1aa7cc66114a83c08d6cf947": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.9277486268372765, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.675, "graded": 343, "counts": [ 189, 96, 53, 3, 1, 0, 1 ], "sections": 29 }, "instructor_url": "/instructors/JUSTIN_BOUTILIER--instructor_e0aba2e4d6a155ffdfe518d3" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "CHRISTOPHER JOHNSON", "DEYANG FENG", "JINGSHAN LI", "Jeffrey Linderoth", "TAYLOR HANLEY" ], "a": 63, "ab": 10, "b": 2, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 78, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Fuxin Wang", "Kaibo Liu", "LEYUAN SHI" ], "a": 20, "ab": 6, "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": 26, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "THOMAS YEN" ], "a": 34, "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": 34, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "ALFONSO GUTIERREZ", "LAURA MCLAY", "NICOLE WERNER" ], "a": 43, "ab": 11, "b": 11, "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": 65, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "John Lee", "LEYUAN SHI", "MATTHEW MCCORMICK" ], "a": 53, "ab": 9, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 67, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "MATTHEW MCCORMICK" ], "a": 19, "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": 19, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "JINGSHAN LI", "John Lee", "LEYUAN SHI" ], "a": 21, "ab": 13, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 36, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "JIAO XU", "NICOLE WERNER" ], "a": 29, "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": 33, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "JINGSHAN LI", "John Lee", "Justin Boutilier" ], "a": 43, "ab": 18, "b": 12, "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": 74, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Fuxin Wang", "JIAO XU", "John Lee", "LEYUAN SHI" ], "a": 50, "ab": 7, "b": 2, "bc": 1, "c": 1, "d": 1, "f": 0, "satisfactory": 4, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 67, "source_aliases": [ "ISYE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 601", "course_uid": "course_9038c4e5acac28da8c19378f", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "John Lee", "Justin Boutilier" ], "a": 21, "ab": 16, "b": 5, "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": 43, "source_aliases": [ "ISYE 601" ] } ] ``` ### statistics #### gpa 3.817 #### graded 532 #### counts * 396 * 93 * 36 * 2 * 3 * 2 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_9038c4e5acac28da8c19378f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_9038c4e5acac28da8c19378f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_9038c4e5acac28da8c19378f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_9038c4e5acac28da8c19378f-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_9038c4e5acac28da8c19378f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_9038c4e5acac28da8c19378f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_9038c4e5acac28da8c19378f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_9038c4e5acac28da8c19378f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.816729323308271 #### count 532 #### university ##### size 3801 ##### gpa Percentile 65 ##### count Percentile 84 ##### median Count 129 ##### 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 | 12 | false | | 2.8–3.2 | 343 | false | | 3.2–3.6 | 1113 | false | | 3.6–4.0 | 2332 | true | #### departments ```json [ { "subject": "ISYE", "comparison": { "size": 49, "gpaPercentile": 67, "countPercentile": 71, "medianCount": 149, "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": 9, "current": false }, { "range": "3.6–4.0", "count": 36, "current": true } ] } } ] ``` ### terms #### 1162 ##### term 1162 ##### gpa 3.8506493506493507 ##### count 77 ##### university ###### size 954 ###### gpa Percentile 86 ###### count Percentile 58 ###### 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": "ISYE", "comparison": { "size": 17, "gpaPercentile": 88, "countPercentile": 88, "medianCount": 47, "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": 6, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.8846153846153846 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1172 ##### term 1172 ##### gpa 4 ##### count 34 ##### university ###### size 991 ###### gpa Percentile 97 ###### count Percentile 9 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 100, "countPercentile": 11, "medianCount": 49, "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": 3, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.746153846153846 ##### count 65 ##### university ###### size 955 ###### gpa Percentile 73 ###### count Percentile 47 ###### 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": "ISYE", "comparison": { "size": 20, "gpaPercentile": 63, "countPercentile": 74, "medianCount": 57.5, "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": 2, "current": false }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.8828125 ##### count 64 ##### university ###### size 1025 ###### gpa Percentile 88 ###### count Percentile 45 ###### 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 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 79, "countPercentile": 42, "medianCount": 64, "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": 6, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 4 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1192 ##### term 1192 ##### gpa 3.763888888888889 ##### count 36 ##### university ###### size 1077 ###### gpa Percentile 72 ###### count Percentile 11 ###### 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": "ISYE", "comparison": { "size": 21, "gpaPercentile": 60, "countPercentile": 5, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.9242424242424243 ##### count 33 ##### university ###### size 1040 ###### gpa Percentile 88 ###### count Percentile 6 ###### 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": "ISYE", "comparison": { "size": 22, "gpaPercentile": 86, "countPercentile": 10, "medianCount": 65, "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": 3, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.689189189189189 ##### count 74 ##### university ###### size 1102 ###### gpa Percentile 64 ###### count Percentile 54 ###### 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": "ISYE", "comparison": { "size": 20, "gpaPercentile": 53, "countPercentile": 58, "medianCount": 60.5, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 10, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.806451612903226 ##### count 62 ##### university ###### size 1012 ###### gpa Percentile 59 ###### count Percentile 48 ###### median Count 65.5 ###### 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 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 21, "gpaPercentile": 30, "countPercentile": 65, "medianCount": 57, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.6904761904761907 ##### count 42 ##### university ###### size 1111 ###### gpa Percentile 55 ###### count Percentile 23 ###### 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 | 0 | false | | 2.4–2.8 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 53, "countPercentile": 11, "medianCount": 63, "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": 4, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3801 ###### gpa 3.6430075492756435 ###### top Share 80.81830537995144 ###### count 129 ##### ISYE ###### size 49 ###### gpa 3.693637775939186 ###### top Share 83.9973255308336 ###### count 149 #### terms ##### 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 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### ISYE ###### size 19 ###### gpa 3.629939118306125 ###### top Share 80.5561261302253 ###### count 49 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### ISYE ###### size 20 ###### gpa 3.62282118668902 ###### top Share 80.8712827496802 ###### count 49 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ISYE ###### size 20 ###### gpa 3.548290744949521 ###### top Share 73.96475892889286 ###### count 57.5 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### ISYE ###### size 20 ###### gpa 3.623137975768555 ###### top Share 79.85162329939513 ###### count 64 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### ISYE ###### size 22 ###### gpa 3.5566129214689735 ###### top Share 75.3813579514971 ###### count 57 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ISYE ###### size 21 ###### gpa 3.606250714862031 ###### top Share 80.36295437587276 ###### count 66 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### ISYE ###### size 22 ###### gpa 3.629795980115166 ###### top Share 79.27647395270196 ###### count 65 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ISYE ###### size 20 ###### gpa 3.5732402503094702 ###### top Share 77.47106780381264 ###### count 60.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### ISYE ###### size 21 ###### gpa 3.826924971533834 ###### top Share 92.62448121984468 ###### count 57 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ISYE ###### size 20 ###### gpa 3.6720523848313853 ###### top Share 82.3691054858035 ###### count 63 ## instructor Trends ```json [ { "uid": "instructor_6d6130084f2657c504044b59", "name": "JOHN LEE", "count": 112, "terms": [ { "term": "1182", "count": 35, "sections": 1, "gpa": 3.9 }, { "term": "1192", "count": 13, "sections": 1, "gpa": 3.8461538461538463 }, { "term": "1202", "count": 30, "sections": 1, "gpa": 3.85 }, { "term": "1204", "count": 19, "sections": 1, "gpa": 3.6578947368421053 }, { "term": "1212", "count": 15, "sections": 1, "gpa": 3.8666666666666667 } ] }, { "uid": "instructor_e0aba2e4d6a155ffdfe518d3", "name": "JUSTIN BOUTILIER", "count": 60, "terms": [ { "term": "1202", "count": 33, "sections": 1, "gpa": 3.4393939393939394 }, { "term": "1212", "count": 27, "sections": 1, "gpa": 3.5925925925925926 } ] }, { "uid": "instructor_58f6cf40228e1a94cbc24937", "name": "LEYUAN SHI", "count": 54, "terms": [ { "term": "1164", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1182", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1192", "count": 13, "sections": 1, "gpa": 3.6923076923076925 }, { "term": "1204", "count": 9, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_3ad836b550bb620dea90eb01", "name": "CHRISTOPHER JOHNSON", "count": 52, "terms": [ { "term": "1162", "count": 52, "sections": 3, "gpa": 3.951923076923077 } ] }, { "uid": "instructor_ff8a6df431460bad47bd449c", "name": "JIAO XU", "count": 46, "terms": [ { "term": "1194", "count": 19, "sections": 1, "gpa": 3.8684210526315788 }, { "term": "1204", "count": 27, "sections": 1, "gpa": 3.8518518518518516 } ] }, { "uid": "instructor_44d0184a0544e3113a1f785d", "name": "THOMAS YEN", "count": 34, "terms": [ { "term": "1172", "count": 34, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_0725a1fc5e7de785afe5d866", "name": "LAURA MCLAY", "count": 32, "terms": [ { "term": "1174", "count": 32, "sections": 1, "gpa": 3.5625 } ] }, { "uid": "instructor_c933f9582217412b5da63bbd", "name": "DEYANG FENG", "count": 32, "terms": [ { "term": "1162", "count": 32, "sections": 2, "gpa": 3.96875 } ] }, { "uid": "instructor_6af5cdbb9121a19c181935d8", "name": "JINGSHAN LI", "count": 29, "terms": [ { "term": "1162", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1192", "count": 10, "sections": 1, "gpa": 3.75 }, { "term": "1202", "count": 11, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_a02a5ce0163472e7d86910df", "name": "MATTHEW MCCORMICK", "count": 28, "terms": [ { "term": "1182", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 19, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_5ab9aa1c3da6a5b2a517f8e0", "name": "ALFONSO GUTIERREZ", "count": 27, "terms": [ { "term": "1174", "count": 27, "sections": 1, "gpa": 3.9444444444444446 } ] }, { "uid": "instructor_cd5fbcc0f56d2351dc480979", "name": "NICOLE WERNER", "count": 20, "terms": [ { "term": "1174", "count": 6, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1194", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_e19021c4be9feef6ece81715", "name": "TAYLOR HANLEY", "count": 20, "terms": [ { "term": "1162", "count": 20, "sections": 1, "gpa": 3.925 } ] }, { "uid": "instructor_3dbbd9bb40e74cae2a0f09e2", "name": "JEFFREY LINDEROTH", "count": 17, "terms": [ { "term": "1162", "count": 17, "sections": 1, "gpa": 3.4705882352941178 } ] }, { "uid": "instructor_d9adb903b935b68370538d0d", "name": "KAIBO LIU", "count": 14, "terms": [ { "term": "1164", "count": 14, "sections": 1, "gpa": 3.7857142857142856 } ] }, { "uid": "instructor_6ab356833240257401f32610", "name": "XIN WANG", "count": 7, "terms": [ { "term": "1204", "count": 7, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.