# ISYE 320: Simulation and Probabilistic Modeling | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ISYE_320) ## 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 082eb614a6c8459b221b2c26b82b123e6f3dbcf9e9faef56e53baa312b4a6717 ### course id ISYE 320 ### course uid course\_10d2c585c41b0b82531af186 ### catalog version id 19608e7d84e1f1a1b6629aa9069742e675ab9746f45605cd267d432318883c3e ### course number 320 ### subjects * ISYE ### title SIMULATION AND PROBABILISTIC MODELING ### description Analysis of stochastic systems using both analytic methods and computer simulation. Empirical and theoretical models of arrival and service processes. State spaces and state transition probabilities. Simulation of queuing and manufacturing systems. Continuous time Markov analysis of manufacturing systems. Simulation project management, testing and emerging trends. ### requirements text (MATH/​STAT  309,STAT 311,MATH/​STAT  431,531or concurrent enrollment) and (I SY E 210,E C E 331,STAT/​MATH  310,STAT 312,324,371, or concurrent enrollment) and (MATH 320,340, or concurrent enrollment), or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:490:010231 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id df10648e619df0ee61265c7deca2117ab07a3df1d7381fb8b1b412a5f2bad6a8 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ISYE 320 teaches analysis of stochastic systems through analytic methods and computer simulation, covering queuing, Markov processes, and simulation project management. ### llm topics * Models of arrival and service processes. * State spaces and state transition probabilities. * Queuing and manufacturing system simulation. * Continuous time Markov analysis. * Simulation project management and testing. ### llm skills * Analytic analysis of stochastic systems. * Simulation of queuing and manufacturing systems. * Continuous time Markov analysis. * Simulation project management and testing. ### llm assumed background * Probability theory, statistical inference, and random process analysis. * Mathematical rigor, proof-based probability, and computational data analysis. ### llm search phrases * simulation modeling stochastic systems * queuing theory manufacturing * Markov analysis simulation * probabilistic modeling industrial engineering * ISYE 320 simulation project ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 2112ae4d4d00f39dc2cb025568e9624e47306d57ecdb177a49df77239023a6e2 #### course id ISYE 320 #### current instructors ```json [ { "instructor_uid": "instructor_e31bfa7484640c08772940cc", "message": null, "name": "Qiaomin Xie", "review_status": "supported", "rmp_instructor_id": "rmp:2777001", "summary": [ { "citations": [ { "instructor_name": "Qiaomin Xie", "review_date": "2022-03-03 20:31:50 +0000 UTC", "review_id": "1520e4b98210d0d86b67660a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2777001", "source_review_id": "UmF0aW5nLTM1OTAxNzM2", "source_url": "https://www.ratemyprofessors.com/professor/2777001", "type": "review" } ], "text": "Qiaomin Xie is described as sweet but not a great professor, with lectures that are not amazing and cover potentially irrelevant material. Reviewers note that homework is incredibly difficult due to a lack of related examples in class or lab and insufficient help from the professor and TA." }, { "citations": [ { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.68 GPA, 88.6% A/AB (n=44 letter grades); Spring 2025: 3.45 GPA, 78.9% A/AB (n=38 letter grades); Spring 2026: 3.69 GPA, 90.9% A/AB (n=44 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload Homework is incredibly difficult with no related examples in class or lab, and students are expected to have significant prior knowledge. ```json { "citations": [ { "instructor_name": "Qiaomin Xie", "review_date": "2022-03-03 20:31:50 +0000 UTC", "review_id": "1520e4b98210d0d86b67660a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2777001", "source_review_id": "UmF0aW5nLTM1OTAxNzM2", "source_url": "https://www.ratemyprofessors.com/professor/2777001", "type": "review" } ] } ``` #### errors None recorded. #### historical context Qiaomin Xie is the current instructor, but no reviews exist for her teaching of this course. Historical reviews for Chen Wang, Xin Wang, and Amanda Smith describe varied experiences, ranging from clear explanations to slow pacing and high praise for exam preparation. ```json { "citations": [ { "instructor_name": "Chen Wang", "review_date": "2012-08-05 03:29:08 +0000 UTC", "review_id": "b0d0773af5b6f2da19bfd43b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1738988", "source_review_id": "UmF0aW5nLTIwNTQ1OTg1", "source_url": "https://www.ratemyprofessors.com/professor/1738988", "type": "review" }, { "instructor_name": "Xin Wang", "review_date": "2018-01-13 10:39:45 +0000 UTC", "review_id": "878ecb342e691054a007f183", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2162645", "source_review_id": "UmF0aW5nLTI5NDQ2NjQ5", "source_url": "https://www.ratemyprofessors.com/professor/2162645", "type": "review" }, { "instructor_name": "Xin Wang", "review_date": "2018-04-12 15:14:19 +0000 UTC", "review_id": "bed8c492fe5d2441bd4938b6", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2162645", "source_review_id": "UmF0aW5nLTI5NzkzMjk0", "source_url": "https://www.ratemyprofessors.com/professor/2162645", "type": "review" }, { "instructor_name": "Amanda Smith", "review_date": "2025-12-18 04:32:51 +0000 UTC", "review_id": "7d1c35640679285ebf9a7ab0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2911189", "source_review_id": "UmF0aW5nLTQyMzI0MzMz", "source_url": "https://www.ratemyprofessors.com/professor/2911189", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Qiaomin Xie is described as sweet but ineffective, with unclear lectures and unhelpful support, leading to a poor overall experience. ```json { "citations": [ { "instructor_name": "Qiaomin Xie", "review_date": "2022-03-03 20:31:50 +0000 UTC", "review_id": "1520e4b98210d0d86b67660a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2777001", "source_review_id": "UmF0aW5nLTM1OTAxNzM2", "source_url": "https://www.ratemyprofessors.com/professor/2777001", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.45 GPA, 78.9% A/AB (n=38 letter grades); Fall 2025: 3.63 GPA, 84.5% A/AB (n=71 letter grades); Spring 2026: 3.69 GPA, 90.9% A/AB (n=44 letter grades). ```json { "citations": [ { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Lectures cover irrelevant material, and the professor and TA provide insufficient help, making the course frustrating and poorly supported. ```json { "citations": [ { "instructor_name": "Qiaomin Xie", "review_date": "2022-03-03 20:31:50 +0000 UTC", "review_id": "1520e4b98210d0d86b67660a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2777001", "source_review_id": "UmF0aW5nLTM1OTAxNzM2", "source_url": "https://www.ratemyprofessors.com/professor/2777001", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AMANDA SMITH is recorded teaching in Fall 2019, Fall 2020, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` CHEN WANG is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" } ] } ``` QIAOMIN XIE is recorded teaching in Spring 2022, Spring 2023, Fall 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` XIN WANG is recorded teaching in Fall 2016, Fall 2017, Fall 2018. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ISYE 320", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "source_record": { "entity_id": "70b718dc-e850-33ea-ace6-7912d0cf6f25", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "(MATH/STAT 309,STAT 311,MATH/STAT 431,531or concurrent enrollment) and (I SY E 210,E C E 331,STAT/MATH 310,STAT 312,324,371, or concurrent enrollment) and (MATH 320,340, or concurrent enrollment), or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [ "n5", "n6", "n7", "n8" ], "condition": null, "course": null, "evidence": "(MATH/STAT 309,STAT 311,MATH/STAT 431,531or concurrent enrollment)", "id": "n1", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 309, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "MATH/STAT 309", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 311, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "STAT 311", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 431, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "MATH/STAT 431", "id": "n7", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 531, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior_or_concurrent" }, "evidence": "531", "id": "n8", "kind": "course" }, { "children": [ "n9", "n10", "n11", "n12", "n13", "n14" ], "condition": null, "course": null, "evidence": "(I SY E 210,E C E 331,STAT/MATH 310,STAT 312,324,371, or concurrent enrollment)", "id": "n2", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 210, "minimum_grade": null, "subjects": [ "ISYE" ], "timing": "prior_or_concurrent" }, "evidence": "I SY E 210", "id": "n9", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 331, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior_or_concurrent" }, "evidence": "E C E 331", "id": "n10", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 310, "minimum_grade": null, "subjects": [ "MATH", "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "STAT/MATH 310", "id": "n11", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 312, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "STAT 312", "id": "n12", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 324, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "324", "id": "n13", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 371, "minimum_grade": null, "subjects": [ "STAT" ], "timing": "prior_or_concurrent" }, "evidence": "371", "id": "n14", "kind": "course" }, { "children": [ "n16", "n17" ], "condition": null, "course": null, "evidence": "(MATH 320,340, or concurrent enrollment)", "id": "n3", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior_or_concurrent" }, "evidence": "MATH 320", "id": "n16", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior_or_concurrent" }, "evidence": "340", "id": "n17", "kind": "course" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n4", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_e31bfa7484640c08772940cc", "source": "enrollment", "source_instructor_id": "qxie38", "identity_basis": "netid", "identity_status": "source_identified", "name": "Qiaomin Xie", "email": "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" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:490:010231", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1272", "source_course_id": "010231", "source_subject_id": "490", "title": "Simulation and Probabilistic Modeling", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:11534", "term_id": "1272", "source_section_id": "11534", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 71, "enrolled": 75, "waitlisted": 3, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_58f6cf40228e1a94cbc24937", "source": "madgrades", "source_instructor_id": "2600096", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LEYUAN SHI", "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": 2, "quality": 3, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:587712", "source_url": "https://www.ratemyprofessors.com/professor/587712", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:28.899634+00:00", "courses": { "course_09c039c86b53e8a4f43692e5": { "review_count": 2, "quality": 3, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.5997143486787233, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.452, "graded": 879, "counts": [ 374, 234, 153, 71, 37, 9, 1 ], "sections": 98 }, "instructor_url": "/instructors/LEYUAN_SHI--instructor_58f6cf40228e1a94cbc24937" }, { "instructor_uid": "instructor_3bfb9698df128aba89bf336b", "source": "madgrades", "source_instructor_id": "2601884", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VICKI BIER", "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": 3, "quality": 3.33, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1516986", "source_url": "https://www.ratemyprofessors.com/professor/1516986", "match_basis": "exact_name", "observed_at": "2026-09-07 16:00:09.055608+00:00", "courses": { "course_465855ee8f77f31be2f79f78": { "review_count": 3, "quality": 3.33, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.6166832900405175, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.335, "graded": 1674, "counts": [ 627, 398, 331, 169, 122, 23, 4 ], "sections": 108 }, "instructor_url": "/instructors/VICKI_BIER" }, { "instructor_uid": "instructor_a2ea58db6edd028558050441", "source": "madgrades", "source_instructor_id": "3216855", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZHANG HAO", "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": 3.136, "graded": 99, "counts": [ 24, 21, 22, 22, 10, 0, 0 ], "sections": 7 }, "instructor_url": "/instructors/ZHANG_HAO--instructor_a2ea58db6edd028558050441" }, { "instructor_uid": "instructor_bbb17b1c85f2338429c34b1e", "source": "madgrades", "source_instructor_id": "3779984", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUN ZHUANG", "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": 3.636, "graded": 66, "counts": [ 32, 24, 8, 0, 2, 0, 0 ], "sections": 4 }, "instructor_url": "/instructors/JUN_ZHUANG--instructor_bbb17b1c85f2338429c34b1e" }, { "instructor_uid": "instructor_79cdbbe3443c920730aad642", "source": "madgrades", "source_instructor_id": "4432087", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YANCHAO LIU", "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": 3.254, "graded": 130, "counts": [ 42, 23, 37, 17, 10, 1, 0 ], "sections": 8 }, "instructor_url": "/instructors/YANCHAO_LIU" }, { "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_6bf34d8593da49f7cc672537", "source": "madgrades", "source_instructor_id": "4697306", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SOONHUI 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", "grade_statistics": { "gpa": 3.376, "graded": 287, "counts": [ 85, 81, 95, 17, 9, 0, 0 ], "sections": 17 }, "instructor_url": "/instructors/SOONHUI_LEE" }, { "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_1f383268521d797db1306406", "source": "madgrades", "source_instructor_id": "4280957", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHEN WANG", "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": 4, "difficulty": 1, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1738988", "source_url": "https://www.ratemyprofessors.com/professor/1738988", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:59.860439+00:00", "courses": { "course_10d2c585c41b0b82531af186": { "review_count": 1, "quality": 4, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.675891222425329, "prior_mean": 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"2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.385, "graded": 273, "counts": [ 109, 67, 66, 15, 7, 4, 5 ], "sections": 5 }, "instructor_url": "/instructors/MEHMET_ERTEM--instructor_195714788e5a703a3b0efdc7" }, { "instructor_uid": "instructor_6af5cdbb9121a19c181935d8", "source": "madgrades", "source_instructor_id": "4838831", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JINGSHAN LI", "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": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1979709", "source_url": "https://www.ratemyprofessors.com/professor/1979709", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:29.368501+00:00", "courses": {}, "bayesian_quality": 3.675891222425329, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.602, 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"madgrades", "source_instructor_id": "4416127", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMANDA SMITH", "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": 3.65, "graded": 1525, "counts": [ 915, 320, 169, 88, 28, 3, 2 ], "sections": 27 }, "instructor_url": "/instructors/AMANDA_SMITH--instructor_c645a5212c75eb79b5fa0e37" }, { "instructor_uid": "instructor_cdeaab64fd954794a365400e", "source": "madgrades", "source_instructor_id": "6400472", "identity_basis": "source_id", "identity_status": "source_identified", "name": "QIAOMIN XIE", "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": 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 }, "grade_statistics": { "gpa": 3.591, "graded": 495, "counts": [ 211, 191, 75, 12, 4, 2, 0 ], "sections": 35 }, "instructor_url": "/instructors/QIAOMIN_XIE--instructor_cdeaab64fd954794a365400e" }, { "instructor_uid": "instructor_3b700747f7fbe903d001fb16", "source": "madgrades", "source_instructor_id": "6295113", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VANESSA ANN BEDDOE SAWKMIE", "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": 3.41, "graded": 261, "counts": [ 94, 88, 41, 22, 12, 4, 0 ], "sections": 12 }, "instructor_url": "/instructors/VANESSA_ANN_BEDDOE_SAWKMIE" }, { "instructor_uid": "instructor_90329938a1cfd1f0564616a2", "source": "madgrades", "source_instructor_id": "6258028", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC STRATMAN", "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": 3.393, "graded": 28, "counts": [ 10, 10, 3, 2, 3, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/ERIC_STRATMAN" }, { "instructor_uid": "instructor_ff6ba8410ca243029f33309d", "source": "madgrades", "source_instructor_id": "3495675", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GABRIEL ZAYAS CABAN", "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": 3.59, "graded": 391, "counts": [ 217, 85, 58, 16, 10, 4, 1 ], "sections": 34 }, "instructor_url": "/instructors/GABRIEL_ZAYAS_CABAN--instructor_ff6ba8410ca243029f33309d" }, { "instructor_uid": "instructor_4a933ec39e8f33b1e8275fc8", "source": "madgrades", "source_instructor_id": "6653786", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NICOLE LIPA", "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": 3.713, "graded": 87, "counts": [ 50, 30, 4, 0, 3, 0, 0 ], "sections": 3 }, "instructor_url": "/instructors/NICOLE_LIPA" }, { "instructor_uid": "instructor_e31bfa7484640c08772940cc", "source": "enrollment", "source_instructor_id": "qxie38", "identity_basis": "netid", "identity_status": "source_identified", "name": "Qiaomin Xie", "email": "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 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "LEYUAN SHI" ], "a": 4, "ab": 5, "b": 9, "bc": 6, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, 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"instructors": [ "JINGSHAN LI" ], "a": 25, "ab": 21, "b": 11, "bc": 4, "c": 3, "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": 66, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Amanda Smith" ], "a": 18, "ab": 23, "b": 12, "bc": 4, "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": 58, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "JINGSHAN LI" ], "a": 49, "ab": 2, "b": 1, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 4, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 57, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Amanda Smith" ], "a": 32, "ab": 22, "b": 9, "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": 63, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "LEYUAN SHI" ], "a": 13, "ab": 14, "b": 4, "bc": 3, "c": 4, "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": 39, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Qiaomin Xie" ], "a": 14, "ab": 22, "b": 11, "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": 48, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "LEYUAN SHI", "VANESSA ANN BEDDOE SAWKMIE" ], "a": 17, "ab": 14, "b": 13, "bc": 12, "c": 7, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 66, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Qiaomin Xie", "VANESSA ANN BEDDOE SAWKMIE" ], "a": 22, "ab": 18, "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": 45, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Qiaomin Xie" ], "a": 21, "ab": 18, "b": 5, "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": 44, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ERIC STRATMAN" ], "a": 10, "ab": 10, "b": 3, "bc": 2, "c": 3, "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 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Gabriel Zayas Caban" ], "a": 15, "ab": 15, "b": 23, "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": 56, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Qiaomin Xie" ], "a": 9, "ab": 21, "b": 6, "bc": 1, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Amanda Smith" ], "a": 32, "ab": 28, "b": 9, "bc": 1, "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": 71, "source_aliases": [ "ISYE 320" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 320", "course_uid": "course_10d2c585c41b0b82531af186", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "NICOLE LIPA", "Qiaomin Xie" ], "a": 25, "ab": 15, "b": 2, "bc": 0, "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": 44, "source_aliases": [ "ISYE 320" ] } ] ``` ### statistics #### gpa 3.471 #### graded 1741 #### counts * 722 * 491 * 337 * 113 * 66 * 11 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_10d2c585c41b0b82531af186-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_10d2c585c41b0b82531af186-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_10d2c585c41b0b82531af186-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_10d2c585c41b0b82531af186-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_10d2c585c41b0b82531af186-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_10d2c585c41b0b82531af186-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_10d2c585c41b0b82531af186-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_10d2c585c41b0b82531af186-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_10d2c585c41b0b82531af186-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_10d2c585c41b0b82531af186-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.4709936817920735 #### count 1741 #### university ##### size 5784 ##### gpa Percentile 22 ##### count Percentile 90 ##### median Count 240.5 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 12 | false | | 2.8–3.2 | 363 | false | | 3.2–3.6 | 1576 | true | | 3.6–4.0 | 3833 | false | #### departments ```json [ { "subject": "ISYE", "comparison": { "size": 64, "gpaPercentile": 13, "countPercentile": 89, "medianCount": 412.5, "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": 16, "current": true }, { "range": "3.6–4.0", "count": 44, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.0576923076923075 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1074 ##### term 1074 ##### gpa 3.4074074074074074 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1082 ##### term 1082 ##### gpa 3.1621621621621623 ##### count 37 ##### university ###### size 723 ###### gpa Percentile 32 ###### count Percentile 15 ###### 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 | 51 | false | | 2.8–3.2 | 202 | true | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | false | ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1084 ##### term 1084 ##### gpa 3.6363636363636362 ##### count 33 ##### university ###### size 720 ###### gpa Percentile 73 ###### count Percentile 7 ###### 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 | 45 | false | | 2.8–3.2 | 207 | false | | 3.2–3.6 | 248 | false | | 3.6–4.0 | 217 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 12, "gpaPercentile": 45, "countPercentile": 9, "medianCount": 39.5, "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": 3, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1092 ##### term 1092 ##### gpa 3.15 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1094 ##### term 1094 ##### gpa 3.081081081081081 ##### count 37 ##### university ###### size 758 ###### gpa Percentile 23 ###### count Percentile 15 ###### median Count 71 ###### 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 | 35 | false | | 2.8–3.2 | 226 | true | | 3.2–3.6 | 259 | false | | 3.6–4.0 | 236 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 12, "gpaPercentile": 9, "countPercentile": 18, "medianCount": 39, "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": 4, "current": true }, { "range": "3.2–3.6", "count": 1, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1102 ##### term 1102 ##### gpa 3.3461538461538463 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1104 ##### term 1104 ##### gpa 3.2586206896551726 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1112 ##### term 1112 ##### gpa 3.236842105263158 ##### count 38 ##### university ###### size 805 ###### gpa Percentile 36 ###### count Percentile 18 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 45 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 316 | true | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 14, "gpaPercentile": 23, "countPercentile": 31, "medianCount": 40, "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": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1114 ##### term 1114 ##### gpa 3.378787878787879 ##### count 33 ##### university ###### size 804 ###### gpa Percentile 51 ###### count Percentile 8 ###### 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 | 53 | false | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 292 | true | | 3.6–4.0 | 227 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 11, "gpaPercentile": 30, "countPercentile": 10, "medianCount": 44, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1122 ##### term 1122 ##### gpa 3.217948717948718 ##### count 39 ##### university ###### size 804 ###### gpa Percentile 35 ###### count Percentile 18 ###### 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 | true | | 3.6–4.0 | 248 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 29, "countPercentile": 21, "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": true }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1124 ##### term 1124 ##### gpa 3.426829268292683 ##### count 41 ##### university ###### size 821 ###### gpa Percentile 50 ###### count Percentile 24 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 39 | false | | 2.8–3.2 | 223 | false | | 3.2–3.6 | 278 | true | | 3.6–4.0 | 280 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 13, "gpaPercentile": 25, "countPercentile": 33, "medianCount": 44, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1132 ##### term 1132 ##### gpa 3.4594594594594597 ##### count 37 ##### university ###### size 851 ###### gpa Percentile 57 ###### count Percentile 14 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | true | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 16, "gpaPercentile": 40, "countPercentile": 20, "medianCount": 40, "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": 4, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.5128205128205128 ##### count 39 ##### university ###### size 852 ###### gpa Percentile 58 ###### count Percentile 18 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 30 | false | | 2.8–3.2 | 229 | false | | 3.2–3.6 | 304 | true | | 3.6–4.0 | 287 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 18, "gpaPercentile": 41, "countPercentile": 29, "medianCount": 44.5, "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": 5, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 3.2837837837837838 ##### count 37 ##### university ###### size 853 ###### gpa Percentile 39 ###### count Percentile 13 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 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": 29, "countPercentile": 7, "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 } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 3.289473684210526 ##### count 38 ##### university ###### size 878 ###### gpa Percentile 40 ###### count Percentile 15 ###### median Count 64 ###### 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 | 30 | false | | 2.8–3.2 | 243 | false | | 3.2–3.6 | 302 | true | | 3.6–4.0 | 299 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 14, "gpaPercentile": 31, "countPercentile": 0, "medianCount": 52, "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": true }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.4680851063829787 ##### count 47 ##### university ###### size 918 ###### gpa Percentile 57 ###### count Percentile 31 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 227 | false | | 3.2–3.6 | 371 | true | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 17, "gpaPercentile": 50, "countPercentile": 50, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 3.303921568627451 ##### count 51 ##### university ###### size 935 ###### gpa Percentile 38 ###### count Percentile 37 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 29, "countPercentile": 43, "medianCount": 51, "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": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.6951219512195124 ##### count 41 ##### university ###### size 954 ###### gpa Percentile 73 ###### count Percentile 22 ###### 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": 63, "countPercentile": 31, "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 3.9081632653061225 ##### count 49 ##### university ###### size 965 ###### gpa Percentile 87 ###### count Percentile 33 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 19, "gpaPercentile": 72, "countPercentile": 44, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.7916666666666665 ##### count 48 ##### university ###### size 991 ###### gpa Percentile 77 ###### count Percentile 32 ###### 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": 63, "countPercentile": 42, "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 3.3492063492063493 ##### count 63 ##### university ###### size 955 ###### gpa Percentile 39 ###### count Percentile 44 ###### 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 | true | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 32, "countPercentile": 58, "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": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.6615384615384614 ##### count 65 ##### university ###### size 1025 ###### gpa Percentile 66 ###### count Percentile 46 ###### 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": 42, "countPercentile": 58, "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 3.412280701754386 ##### count 57 ##### university ###### size 1010 ###### gpa Percentile 41 ###### count Percentile 41 ###### 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 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 24, "countPercentile": 43, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.6953125 ##### count 64 ##### university ###### size 1077 ###### gpa Percentile 66 ###### count Percentile 47 ###### 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": 40, "countPercentile": 40, "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 3.4015151515151514 ##### count 66 ##### university ###### size 1040 ###### gpa Percentile 39 ###### count Percentile 49 ###### 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 | true | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 19, "countPercentile": 52, "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": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.456896551724138 ##### count 58 ##### university ###### size 1102 ###### gpa Percentile 41 ###### count Percentile 42 ###### 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 | true | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 37, "countPercentile": 37, "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": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.9056603773584904 ##### count 53 ##### university ###### size 1012 ###### gpa Percentile 76 ###### count Percentile 40 ###### 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": 50, "countPercentile": 30, "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 3.6825396825396823 ##### count 63 ##### university ###### size 1111 ###### gpa Percentile 55 ###### count Percentile 45 ###### 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": 42, "countPercentile": 47, "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 } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.3205128205128207 ##### count 39 ##### university ###### size 1157 ###### gpa Percentile 24 ###### count Percentile 20 ###### median Count 64 ###### 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 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 17, "countPercentile": 17, "medianCount": 48.5, "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": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.5104166666666665 ##### count 48 ##### university ###### size 1171 ###### gpa Percentile 39 ###### count Percentile 35 ###### median Count 64 ###### 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 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | true | | 3.6–4.0 | 616 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 25, "gpaPercentile": 29, "countPercentile": 38, "medianCount": 48, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.0757575757575757 ##### count 66 ##### university ###### size 1216 ###### gpa Percentile 8 ###### count Percentile 49 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 9, "countPercentile": 78, "medianCount": 53, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 5, "current": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.6777777777777776 ##### count 45 ##### university ###### size 1188 ###### gpa Percentile 53 ###### count Percentile 30 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 48, "countPercentile": 30, "medianCount": 53, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.6818181818181817 ##### count 44 ##### university ###### size 1295 ###### gpa Percentile 52 ###### count Percentile 30 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 23, "gpaPercentile": 64, "countPercentile": 27, "medianCount": 51, "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": 7, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.392857142857143 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1252 ##### term 1252 ##### gpa 3.375 ##### count 56 ##### university ###### size 1333 ###### gpa Percentile 20 ###### count Percentile 40 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 22, "countPercentile": 61, "medianCount": 55, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.4473684210526314 ##### count 38 ##### university ###### size 1289 ###### gpa Percentile 27 ###### count Percentile 17 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 24, "countPercentile": 0, "medianCount": 58, "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": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.6267605633802815 ##### count 71 ##### university ###### size 1320 ###### gpa Percentile 42 ###### count Percentile 50 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 25, "gpaPercentile": 42, "countPercentile": 75, "medianCount": 52, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 15, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.6931818181818183 ##### count 44 ##### university ###### size 1283 ###### gpa Percentile 50 ###### count Percentile 28 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 33, "countPercentile": 19, "medianCount": 56.5, "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": 3, "current": false }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5784 ###### gpa 3.6736255573368366 ###### top Share 82.68719706118685 ###### count 240.5 ##### ISYE ###### size 64 ###### gpa 3.6838736162299903 ###### top Share 83.59221497961286 ###### count 412.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 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 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### ISYE ###### size 12 ###### gpa 3.4056079638285452 ###### top Share 65.2521379730913 ###### count 39 ##### 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 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### ISYE ###### size 12 ###### gpa 3.5102873708512288 ###### top Share 73.77337837858025 ###### count 43 ##### 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 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### ISYE ###### size 11 ###### gpa 3.412841793537643 ###### top Share 66.98646701950561 ###### count 44 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ISYE ###### size 15 ###### gpa 3.412173563129109 ###### top Share 65.9564467047386 ###### count 41 ##### 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 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### ISYE ###### size 18 ###### gpa 3.5162768347554625 ###### top Share 75.28474381169617 ###### count 44.5 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ISYE ###### size 15 ###### gpa 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Share 79.48050408754871 ###### count 66 ###### ISYE ###### size 22 ###### gpa 3.6580253054677003 ###### top Share 83.06204049789541 ###### count 58 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ISYE ###### size 25 ###### gpa 3.6267703884700335 ###### top Share 79.39124378770292 ###### count 52 ##### 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_cdeaab64fd954794a365400e", "name": "QIAOMIN XIE", "count": 219, "terms": [ { "term": "1224", "count": 48, "sections": 1, "gpa": 3.5104166666666665 }, { "term": "1234", "count": 45, "sections": 1, "gpa": 3.6777777777777776 }, { "term": "1242", "count": 44, "sections": 1, "gpa": 3.6818181818181817 }, { "term": "1254", "count": 38, 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"sections": 1, "gpa": 3.3492063492063493 } ] }, { "uid": "instructor_ff6ba8410ca243029f33309d", "name": "GABRIEL ZAYAS CABAN", "count": 56, "terms": [ { "term": "1252", "count": 56, "sections": 1, "gpa": 3.375 } ] }, { "uid": "instructor_61f72051b5f9e67dbad906c7", "name": "APRIL SOLER", "count": 51, "terms": [ { "term": "1154", "count": 51, "sections": 1, "gpa": 3.303921568627451 } ] }, { "uid": "instructor_66cd0acc7c957ce15a3229dd", "name": "XIANG ZHONG", "count": 47, "terms": [ { "term": "1152", "count": 47, "sections": 1, "gpa": 3.4680851063829787 } ] }, { "uid": "instructor_79cdbbe3443c920730aad642", "name": "YANCHAO LIU", "count": 46, "terms": [ { "term": "1092", "count": 20, "sections": 1, "gpa": 3.15 }, { "term": "1102", "count": 26, "sections": 1, "gpa": 3.3461538461538463 } ] }, { "uid": "instructor_4a933ec39e8f33b1e8275fc8", "name": "NICOLE LIPA", "count": 44, "terms": [ { "term": "1264", "count": 44, "sections": 1, "gpa": 3.6931818181818183 } ] }, { "uid": "instructor_1f383268521d797db1306406", "name": "CHEN WANG", "count": 41, "terms": [ { "term": "1124", "count": 41, "sections": 1, "gpa": 3.426829268292683 } ] }, { "uid": "instructor_195714788e5a703a3b0efdc7", "name": "MEHMET ERTEM", "count": 39, "terms": [ { "term": "1134", "count": 39, "sections": 1, "gpa": 3.5128205128205128 } ] }, { "uid": "instructor_b2d8167579562c73fea3c408", "name": "JAMES LUEDTKE", "count": 38, "terms": [ { "term": "1112", "count": 38, "sections": 1, "gpa": 3.236842105263158 } ] }, { "uid": "instructor_3dbbd9bb40e74cae2a0f09e2", "name": "JEFFREY LINDEROTH", "count": 37, "terms": [ { "term": "1094", "count": 37, "sections": 1, "gpa": 3.081081081081081 } ] }, { "uid": "instructor_a2ea58db6edd028558050441", "name": "ZHANG HAO", "count": 37, "terms": [ { "term": "1082", "count": 37, "sections": 1, "gpa": 3.1621621621621623 } ] }, { "uid": "instructor_bbb17b1c85f2338429c34b1e", "name": "JUN ZHUANG", "count": 33, "terms": [ { "term": "1084", "count": 33, "sections": 1, "gpa": 3.6363636363636362 } ] }, { "uid": "instructor_90329938a1cfd1f0564616a2", "name": "ERIC STRATMAN", "count": 28, "terms": [ { "term": "1244", "count": 28, "sections": 1, "gpa": 3.392857142857143 } ] } ] ``` ## following | code | title | | -------- | -------------------------------- | | ISYE 321 | SIMULATION MODELING LABORATORY | | ISYE 417 | HEALTH SYSTEMS ENGINEERING | | ISYE 450 | INDUSTRIAL ENGINEERING DESIGN II | | ISYE 615 | PRODUCTION SYSTEMS CONTROL | ## projection ### target 1272 ### interval #### lower 3 #### upper 3.92 #### coverage 80 #### terms 8 ### gpa 3.4560905907347244 ### grades | grade | percentage | | ----- | ------------------ | | A | 36.853183195635815 | | AB | 33.49928758118017 | | B | 19.958293846314977 | | BC | 5.40041204480003 | | C | 3.2840847737845147 | | D | 1.0047385582844888 | | F | 0 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 276 ### same Season true ### historical Range * 3.0757575757575752 * 3.6818181818181817 ### backtest #### terms 8 #### gpa Error 0.2113757375462173 #### mix Error 20.03637840356013