# ISYE 323: Operations Research-deterministic Modeling | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ISYE_323) ## 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 d2c88ef26334c056c93368ede0b408d050249cf133d4ca059ab799da75563612 ### course id ISYE 323 ### course uid course\_2f334f3968bc9545732db707 ### catalog version id be4eb8a311a36e51a0ea3b84ec39eef22648c60930f5689a716eda5a4ab591eb ### course number 323 ### subjects * ISYE ### title OPERATIONS RESEARCH-DETERMINISTIC MODELING ### description Basic techniques for modeling and optimizing deterministic systems with emphasis on linear programming. Computer solution of optimization problems. Applications to production, logistics, and service systems. ### requirements text MATH 222and (MATH 340,341or375), or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:490:010235 ### llm job id enrich-ecec1f3f4caeb54e8f45ffe2 ### llm output id e2157be5212d7066d09cc1736562a2c4268a48161355c49af58a55af059a8871 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ISYE 323 teaches basic techniques for modeling and optimizing deterministic systems, emphasizing linear programming and its applications. ### llm topics * Linear programming * Production, logistics, and service systems ### llm skills * Modeling and optimizing deterministic systems. * Computer solution of optimization problems. * Applying optimization to production, logistics, and service systems. ### llm assumed background * Calculus, linear algebra, and mathematical proof techniques. ### llm search phrases * linear programming optimization * deterministic systems modeling * operations research techniques * MATH 222 prerequisite * MATH 340 341 375 linear algebra ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash e8b0609c96195eef7c89994467cd4b6d25bbc8cb9cb91b3379ad1dcb3890173b #### course id ISYE 323 #### current instructors ```json [ { "instructor_uid": "instructor_6c79317269bbf1f9903ca030", "message": null, "name": "Jim Luedtke", "review_status": "supported", "rmp_instructor_id": "rmp:1666869", "summary": [ { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2011-12-13 19:41:13 +0000 UTC", "review_id": "df68a8b846cb49af5bb60026", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTE5NDkzMTE2", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2012-11-13 18:31:31 +0000 UTC", "review_id": "13e49fcebc92d8be7752a2bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTIwODI3NTk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2024-01-24 23:10:47 +0000 UTC", "review_id": "5826a258b778225f3c25c14d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTM4OTIxNzcx", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2024-12-15 23:30:13 +0000 UTC", "review_id": "19023700f49971ddd87a1de9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTQwMzEzMTk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2018-05-08 17:07:58 +0000 UTC", "review_id": "e3cecc3c57a0a6cb8d7a9b68", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTMwMDI3Njk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2021-12-12 22:04:32 +0000 UTC", "review_id": "f05ceba72c49e8515bf5de8d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTM1NDg2MDk0", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ], "text": "Jim Luedtke is praised for detailed explanations, clear examples, and engaging lectures. Reviewers note his helpfulness in office hours and willingness to accommodate schedules. However, the material is challenging, and one reviewer reports he can be condescending to non-experts." } ] } ] ``` #### difficulty workload The course is challenging, with very time-consuming case studies and hard material. Students report that the homework is relevant but requires significant effort to master the content. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2011-12-13 19:41:13 +0000 UTC", "review_id": "df68a8b846cb49af5bb60026", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTE5NDkzMTE2", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2012-11-13 18:31:31 +0000 UTC", "review_id": "13e49fcebc92d8be7752a2bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTIwODI3NTk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2018-05-08 17:07:58 +0000 UTC", "review_id": "e3cecc3c57a0a6cb8d7a9b68", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTMwMDI3Njk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` #### errors None recorded. #### historical context Amanda Smith is described as engaging and excellent at breaking down complicated subjects, making the historically difficult course manageable. Reviewers highlight her fairness, helpfulness during office hours, and focus on underlying concepts rather than excessive difficulty. ```json { "citations": [ { "instructor_name": "Amanda Smith", "review_date": "2024-05-13 00:31:27 +0000 UTC", "review_id": "c2224cc6fcce0515a53e7c0b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2911189", "source_review_id": "UmF0aW5nLTM5NDQ1OTE4", "source_url": "https://www.ratemyprofessors.com/professor/2911189", "type": "review" }, { "instructor_name": "Amanda Smith", "review_date": "2025-05-02 18:47:05 +0000 UTC", "review_id": "4d7da235ae74ca6d8d3ca39f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2911189", "source_review_id": "UmF0aW5nLTQxMTM2NDM1", "source_url": "https://www.ratemyprofessors.com/professor/2911189", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Jim Luedtke provides clear lectures and detailed examples that make the material understandable. One reviewer found him rude and condescending to those lacking optimization expertise. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2011-12-13 19:41:13 +0000 UTC", "review_id": "df68a8b846cb49af5bb60026", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTE5NDkzMTE2", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2012-11-13 18:31:31 +0000 UTC", "review_id": "13e49fcebc92d8be7752a2bc", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTIwODI3NTk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2021-12-12 22:04:32 +0000 UTC", "review_id": "f05ceba72c49e8515bf5de8d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTM1NDg2MDk0", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2024-01-24 23:10:47 +0000 UTC", "review_id": "5826a258b778225f3c25c14d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTM4OTIxNzcx", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2024-12-15 23:30:13 +0000 UTC", "review_id": "19023700f49971ddd87a1de9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTQwMzEzMTk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.16 GPA, 52.8% A/AB (n=53 letter grades); Fall 2025: 3.12 GPA, 32.7% A/AB (n=52 letter grades); Spring 2026: 3.18 GPA, 48.8% A/AB (n=41 letter grades). ```json { "citations": [ { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Some students appreciate that Luedtke corrects mistakes in notes and exams when asked, while others report being ridiculed for asking questions. ```json { "citations": [ { "instructor_name": "Jim Luedtke", "review_date": "2018-05-08 17:07:58 +0000 UTC", "review_id": "e3cecc3c57a0a6cb8d7a9b68", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTMwMDI3Njk1", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" }, { "instructor_name": "Jim Luedtke", "review_date": "2021-12-12 22:04:32 +0000 UTC", "review_id": "f05ceba72c49e8515bf5de8d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1666869", "source_review_id": "UmF0aW5nLTM1NDg2MDk0", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AMANDA SMITH is recorded teaching in Spring 2022, Spring 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` JEFFREY LINDEROTH is recorded teaching in Fall 2007, Fall 2008, Fall 2009, Fall 2010, Spring 2011, Spring 2012, Spring 2013, Fall 2013, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1124", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1134", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ISYE 323", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "source_record": { "entity_id": "b36a3a4b-f157-3efc-b5d0-08a2208aa8f6", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n7" ], "condition": null, "course": null, "evidence": "MATH 222and (MATH 340,341or375), or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [ "n2", "n3" ], "condition": null, "course": null, "evidence": "MATH 222and (MATH 340,341or375)", "id": "n1", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 222, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 222", "id": "n2", "kind": "course" }, { "children": [ "n4", "n5", "n6" ], "condition": null, "course": null, "evidence": "(MATH 340,341or375)", "id": "n3", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 340", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 341, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "341", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 375, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "375", "id": "n6", "kind": "course" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n7", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_6c79317269bbf1f9903ca030", "source": "enrollment", "source_instructor_id": "jrluedt1", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jim Luedtke", "email": "JRLUEDT1@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": 7, "quality": 4.57, "difficulty": 3.14, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1666869", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "match_basis": "exact_name", "observed_at": "2026-09-07 16:28:32.866092+00:00", "courses": { "course_2f334f3968bc9545732db707": { "review_count": 6, "quality": 4.5, "difficulty": 3, "quality_count": 6, "difficulty_count": 6 }, "course_8933a7eb8d4940ef2a994569": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8956931729974786, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JIM_LUEDTKE" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:490:010235", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1272", "source_course_id": "010235", "source_subject_id": "490", "title": "Operations Research-Deterministic 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:1272:11536", "term_id": "1272", "source_section_id": "11536", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 56, "enrolled": 66, "waitlisted": 3, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:36894", "term_id": "1272", "source_section_id": "36894", "identity_basis": "class_number", "section_number": "301", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 28, "enrolled": 34, "waitlisted": 2, "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_05be2886073d2737903aab69", "source": "madgrades", "source_instructor_id": "3454992", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KEREM AKARTUNALI", "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": 3.344, "graded": 45, "counts": [ 18, 7, 14, 2, 3, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/KEREM_AKARTUNALI" }, { "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_b4a585e2a7ef66243cd6dc41", "source": "madgrades", "source_instructor_id": "4431518", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIANGXIAO ZHU", "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": 3.103, "graded": 146, "counts": [ 41, 24, 39, 16, 23, 2, 1 ], "sections": 2 }, "instructor_url": "/instructors/JIANGXIAO_ZHU" }, { "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": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.36, "graded": 107, "counts": [ 34, 27, 32, 12, 1, 1, 0 ], "sections": 4 }, "instructor_url": "/instructors/CHEN_WANG" }, { "instructor_uid": "instructor_24c6a0d8d2c654455a821195", "source": "madgrades", "source_instructor_id": "4584377", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YONGJIA SONG", "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": 3.198, "graded": 43, "counts": [ 13, 10, 9, 5, 5, 1, 0 ], "sections": 1 }, "instructor_url": "/instructors/YONGJIA_SONG" }, { "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_a10c68f0d562a87860122b95", "source": "madgrades", "source_instructor_id": "4395753", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HYE MIN JEON", "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": 3.288, "graded": 33, "counts": [ 12, 6, 7, 5, 3, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/HYE_MIN_JEON" }, { "instructor_uid": "instructor_c645a5212c75eb79b5fa0e37", "source": "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_6c79317269bbf1f9903ca030", "source": "enrollment", "source_instructor_id": "jrluedt1", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jim Luedtke", "email": "JRLUEDT1@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": 7, "quality": 4.57, "difficulty": 3.14, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1666869", "source_url": "https://www.ratemyprofessors.com/professor/1666869", "match_basis": "exact_name", "observed_at": "2026-09-07 16:28:32.866092+00:00", "courses": { "course_2f334f3968bc9545732db707": { "review_count": 6, "quality": 4.5, "difficulty": 3, "quality_count": 6, "difficulty_count": 6 }, "course_8933a7eb8d4940ef2a994569": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8956931729974786, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/JIM_LUEDTKE" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "KEREM AKARTUNALI" ], "a": 18, "ab": 7, "b": 14, "bc": 2, "c": 3, "d": 1, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 46, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Jeffrey Linderoth" ], "a": 19, "ab": 6, "b": 13, "bc": 6, "c": 6, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 54, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Jeffrey Linderoth" ], "a": 17, "ab": 15, "b": 18, "bc": 9, "c": 17, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 78, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "JIANGXIAO ZHU", "Jeffrey Linderoth" ], "a": 21, "ab": 12, "b": 17, "bc": 8, "c": 12, "d": 0, "f": 1, "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 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "JIANGXIAO ZHU", "Jeffrey Linderoth" ], "a": 20, "ab": 12, "b": 22, "bc": 8, "c": 11, "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": 75, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "CHEN WANG", "Jeffrey Linderoth" ], "a": 6, "ab": 5, "b": 8, "bc": 4, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 25, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "JAMES LUEDTKE", "YONGJIA SONG" ], "a": 13, "ab": 10, "b": 9, "bc": 5, "c": 5, "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": 43, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "HYE MIN JEON", "Jeffrey Linderoth" ], "a": 12, "ab": 6, "b": 7, "bc": 5, "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": 33, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "JAMES LUEDTKE" ], "a": 12, "ab": 12, "b": 10, "bc": 5, "c": 4, "d": 1, "f": 1, "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 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "Jeffrey Linderoth" ], "a": 12, "ab": 4, "b": 10, "bc": 4, "c": 2, "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": 34, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Jeffrey Linderoth" ], "a": 15, "ab": 9, "b": 12, "bc": 11, "c": 4, "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": 54, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "JAMES LUEDTKE" ], "a": 16, "ab": 5, "b": 17, "bc": 8, "c": 4, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 51, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "JAMES LUEDTKE" ], "a": 15, "ab": 4, "b": 11, "bc": 3, "c": 9, "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": 44, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "JAMES LUEDTKE" ], "a": 18, "ab": 4, "b": 20, "bc": 6, "c": 7, "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": 55, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Jeffrey Linderoth" ], "a": 14, "ab": 4, "b": 10, "bc": 5, "c": 5, "d": 1, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 40, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Jeffrey Linderoth" ], "a": 13, "ab": 5, "b": 16, "bc": 4, "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": 43, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Jeffrey Linderoth" ], "a": 19, "ab": 9, "b": 25, "bc": 3, "c": 8, "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": 65, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "JAMES LUEDTKE" ], "a": 17, "ab": 7, "b": 21, "bc": 1, "c": 3, "d": 3, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 53, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Jeffrey Linderoth" ], "a": 17, "ab": 7, "b": 16, "bc": 8, "c": 11, "d": 5, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 64, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "JAMES LUEDTKE" ], "a": 13, "ab": 2, "b": 18, "bc": 5, "c": 12, "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": 51, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Jeffrey Linderoth" ], "a": 21, "ab": 7, "b": 23, "bc": 3, "c": 8, "d": 4, "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 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "JAMES LUEDTKE" ], "a": 13, "ab": 4, "b": 20, "bc": 5, "c": 12, "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": 55, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Jeffrey Linderoth" ], "a": 18, "ab": 12, "b": 16, "bc": 7, "c": 7, "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": 62, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "JAMES LUEDTKE" ], "a": 8, "ab": 7, "b": 7, "bc": 1, "c": 0, "d": 2, "f": 0, "satisfactory": 7, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "JAMES LUEDTKE" ], "a": 16, "ab": 18, "b": 20, "bc": 4, "c": 5, "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 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "JAMES LUEDTKE" ], "a": 15, "ab": 8, "b": 17, "bc": 5, "c": 6, "d": 2, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Amanda Smith" ], "a": 15, "ab": 14, "b": 21, "bc": 12, "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": 65, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "JAMES LUEDTKE" ], "a": 10, "ab": 9, "b": 14, "bc": 4, "c": 16, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 55, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Amanda Smith" ], "a": 12, "ab": 15, "b": 17, "bc": 8, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 56, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "JAMES LUEDTKE" ], "a": 12, "ab": 3, "b": 18, "bc": 3, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 38, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Amanda Smith" ], "a": 6, "ab": 8, "b": 13, "bc": 12, "c": 4, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 43, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "JAMES LUEDTKE" ], "a": 14, "ab": 6, "b": 18, "bc": 8, "c": 9, "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": 55, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Amanda Smith" ], "a": 9, "ab": 19, "b": 10, "bc": 12, "c": 2, "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": 53, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "JAMES LUEDTKE" ], "a": 12, "ab": 5, "b": 28, "bc": 1, "c": 4, "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": 52, "source_aliases": [ "ISYE 323" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE 323", "course_uid": "course_2f334f3968bc9545732db707", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Jeffrey Linderoth" ], "a": 14, "ab": 6, "b": 11, "bc": 5, "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": 41, "source_aliases": [ "ISYE 323" ] } ] ``` ### statistics #### gpa 3.121 #### graded 1803 #### counts * 502 * 286 * 547 * 200 * 216 * 45 * 7 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_2f334f3968bc9545732db707-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2f334f3968bc9545732db707-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_2f334f3968bc9545732db707-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2f334f3968bc9545732db707-0.json) * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_2f334f3968bc9545732db707-1.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2f334f3968bc9545732db707-1.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_2f334f3968bc9545732db707-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2f334f3968bc9545732db707-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_2f334f3968bc9545732db707-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_2f334f3968bc9545732db707-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_2f334f3968bc9545732db707-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2f334f3968bc9545732db707-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.1209095951192456 #### count 1803 #### university ##### size 5713 ##### gpa Percentile 4 ##### count Percentile 91 ##### median Count 226 ##### 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 | 10 | false | | 2.8–3.2 | 351 | true | | 3.2–3.6 | 1533 | false | | 3.6–4.0 | 3819 | false | #### departments ```json [ { "subject": "ISYE", "comparison": { "size": 64, "gpaPercentile": 3, "countPercentile": 90, "medianCount": 375.5, "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": true }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 45, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.3444444444444446 ##### count 45 ##### university ###### size 723 ###### gpa Percentile 50 ###### count Percentile 29 ###### 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 | 62 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 306 | true | | 3.6–4.0 | 180 | false | ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1082 ##### term 1082 ##### gpa 3.1132075471698113 ##### count 53 ##### university ###### size 723 ###### gpa Percentile 26 ###### count Percentile 37 ###### 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 | | #### 1092 ##### term 1092 ##### gpa 2.9743589743589745 ##### count 78 ##### university ###### size 732 ###### gpa Percentile 14 ###### count Percentile 54 ###### 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 | 41 | false | | 2.8–3.2 | 208 | true | | 3.2–3.6 | 271 | false | | 3.6–4.0 | 211 | false | ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1102 ##### term 1102 ##### gpa 3.112676056338028 ##### count 71 ##### university ###### size 774 ###### gpa Percentile 27 ###### count Percentile 53 ###### 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 | 1 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 49 | false | | 2.8–3.2 | 201 | true | | 3.2–3.6 | 287 | false | | 3.6–4.0 | 235 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 14, "gpaPercentile": 15, "countPercentile": 92, "medianCount": 42, "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": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1112 ##### term 1112 ##### gpa 3.0933333333333333 ##### count 75 ##### university ###### size 805 ###### gpa Percentile 23 ###### count Percentile 55 ###### 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 | true | | 3.2–3.6 | 316 | false | | 3.6–4.0 | 225 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 14, "gpaPercentile": 8, "countPercentile": 92, "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": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1114 ##### term 1114 ##### gpa 3.14 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1122 ##### term 1122 ##### gpa 3.197674418604651 ##### count 43 ##### university ###### size 804 ###### gpa Percentile 34 ###### count Percentile 24 ###### 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 | true | | 3.2–3.6 | 282 | false | | 3.6–4.0 | 248 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 21, "countPercentile": 64, "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": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 5, "current": false } ] } } ] ``` #### 1124 ##### term 1124 ##### gpa 3.287878787878788 ##### count 33 ##### university ###### size 821 ###### gpa Percentile 39 ###### count Percentile 8 ###### 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": 8, "countPercentile": 8, "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 3.1444444444444444 ##### count 45 ##### university ###### size 851 ###### gpa Percentile 28 ###### count Percentile 29 ###### 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 | true | | 3.2–3.6 | 303 | false | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 16, "gpaPercentile": 13, "countPercentile": 67, "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": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1134 ##### term 1134 ##### gpa 3.176470588235294 ##### count 34 ##### university ###### size 852 ###### gpa Percentile 28 ###### count Percentile 10 ###### 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 | true | | 3.2–3.6 | 304 | false | | 3.6–4.0 | 287 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 18, "gpaPercentile": 18, "countPercentile": 6, "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": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1142 ##### term 1142 ##### gpa 3.074074074074074 ##### count 54 ##### university ###### size 853 ###### gpa Percentile 21 ###### count Percentile 39 ###### 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 | true | | 3.2–3.6 | 320 | false | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 7, "countPercentile": 79, "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": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 6, "current": false } ] } } ] ``` #### 1144 ##### term 1144 ##### gpa 3.21 ##### count 50 ##### university ###### size 878 ###### gpa Percentile 32 ###### count Percentile 34 ###### 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": 15, "countPercentile": 38, "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 3.0568181818181817 ##### count 44 ##### university ###### size 918 ###### gpa Percentile 18 ###### count Percentile 27 ###### 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 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 286 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 17, "gpaPercentile": 13, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 1, "current": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1154 ##### term 1154 ##### gpa 3.1818181818181817 ##### count 55 ##### university ###### size 935 ###### gpa Percentile 28 ###### count Percentile 41 ###### 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 | true | | 3.2–3.6 | 326 | false | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 15, "gpaPercentile": 14, "countPercentile": 64, "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": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.0875 ##### count 40 ##### university ###### size 954 ###### gpa Percentile 19 ###### count Percentile 19 ###### 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 | true | | 3.2–3.6 | 350 | false | | 3.6–4.0 | 345 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 17, "gpaPercentile": 6, "countPercentile": 25, "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": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.1744186046511627 ##### count 43 ##### university ###### size 965 ###### gpa Percentile 25 ###### count Percentile 26 ###### 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 | true | | 3.2–3.6 | 319 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 19, "gpaPercentile": 11, "countPercentile": 33, "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": true }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.1846153846153844 ##### count 65 ##### university ###### size 991 ###### gpa Percentile 24 ###### count Percentile 48 ###### 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 | true | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 11, "countPercentile": 68, "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": true }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.150943396226415 ##### count 53 ##### university ###### size 955 ###### gpa Percentile 22 ###### count Percentile 37 ###### 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 | true | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 5, "countPercentile": 42, "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": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 2.9296875 ##### count 64 ##### university ###### size 1025 ###### gpa Percentile 6 ###### count Percentile 45 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | true | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 0, "countPercentile": 42, "medianCount": 64, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 2.950980392156863 ##### count 51 ##### university ###### size 1010 ###### gpa Percentile 7 ###### count Percentile 35 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 26 | false | | 2.8–3.2 | 210 | true | | 3.2–3.6 | 355 | false | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 5, "countPercentile": 29, "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": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.106060606060606 ##### count 66 ##### university ###### size 1077 ###### gpa Percentile 16 ###### 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 | 22 | false | | 2.8–3.2 | 203 | true | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 21, "gpaPercentile": 10, "countPercentile": 50, "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": true }, { "range": "3.2–3.6", "count": 4, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 2.9727272727272727 ##### count 55 ##### university ###### size 1040 ###### gpa Percentile 8 ###### count Percentile 40 ###### 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 | true | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 0, "countPercentile": 29, "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": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.153225806451613 ##### count 62 ##### university ###### size 1102 ###### gpa Percentile 18 ###### count Percentile 46 ###### 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 | true | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 11, "countPercentile": 53, "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": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 3.28 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | #### 1212 ##### term 1212 ##### gpa 3.2857142857142856 ##### count 63 ##### university ###### size 1111 ###### gpa Percentile 20 ###### 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 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 16, "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": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.064814814814815 ##### count 54 ##### university ###### size 1157 ###### gpa Percentile 8 ###### count Percentile 40 ###### 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 | true | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 4, "countPercentile": 65, "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": true }, { "range": "3.2–3.6", "count": 8, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.2 ##### count 65 ##### university ###### size 1171 ###### gpa Percentile 17 ###### count Percentile 50 ###### 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": 4, "countPercentile": 63, "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 2.8981481481481484 ##### count 54 ##### university ###### size 1216 ###### gpa Percentile 3 ###### count Percentile 40 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 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": 0, "countPercentile": 52, "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 3.205357142857143 ##### count 56 ##### university ###### size 1188 ###### gpa Percentile 14 ###### count Percentile 41 ###### 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 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 4, "countPercentile": 57, "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": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.263157894736842 ##### count 38 ##### university ###### size 1295 ###### gpa Percentile 17 ###### count Percentile 19 ###### 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 | true | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 23, "gpaPercentile": 14, "countPercentile": 5, "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": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3 ##### count 43 ##### university ###### size 1241 ###### gpa Percentile 4 ###### count Percentile 27 ###### median Count 65 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 9 | false | | 2.8–3.2 | 151 | true | | 3.2–3.6 | 373 | false | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 21, "gpaPercentile": 5, "countPercentile": 10, "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": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.0727272727272728 ##### count 55 ##### university ###### size 1333 ###### gpa Percentile 5 ###### count Percentile 39 ###### 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 | true | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 9, "countPercentile": 48, "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": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.160377358490566 ##### count 53 ##### university ###### size 1289 ###### gpa Percentile 9 ###### count Percentile 38 ###### 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 | true | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 5, "countPercentile": 29, "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": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.1153846153846154 ##### count 52 ##### university ###### size 1320 ###### gpa Percentile 7 ###### count Percentile 34 ###### 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 | true | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 25, "gpaPercentile": 13, "countPercentile": 50, "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": true }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 15, "current": false } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.182926829268293 ##### count 41 ##### university ###### size 1283 ###### gpa Percentile 11 ###### count Percentile 23 ###### 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 | true | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 10, "countPercentile": 5, "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": true }, { "range": "3.2–3.6", "count": 2, "current": false }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5713 ###### gpa 3.6769708046863303 ###### top Share 82.87803606821113 ###### count 226 ##### ISYE ###### size 64 ###### gpa 3.6890332891227477 ###### top Share 83.88255121496181 ###### count 375.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ISYE ###### size 14 ###### gpa 3.4469412997609785 ###### top Share 67.6955584322091 ###### count 42 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ISYE ###### size 14 ###### gpa 3.4635739499944935 ###### top Share 68.36302861386832 ###### count 40 ##### 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 3.5128855686259963 ###### top Share 70.39446449718172 ###### count 41 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### ISYE ###### size 14 ###### gpa 3.4927104441409336 ###### top Share 71.50317287737518 ###### count 52 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ISYE ###### size 17 ###### gpa 3.4850179961463574 ###### top Share 73.7876204102473 ###### count 47 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### ISYE ###### size 15 ###### gpa 3.5190347673022537 ###### top Share 74.22854110198433 ###### count 51 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ISYE ###### size 17 ###### gpa 3.5725128229421537 ###### top Share 76.66908174242778 ###### count 47 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### ISYE ###### size 19 ###### gpa 3.629939118306125 ###### top Share 80.5561261302253 ###### count 49 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### ISYE ###### size 20 ###### gpa 3.62282118668902 ###### top Share 80.8712827496802 ###### count 49 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ISYE ###### size 20 ###### gpa 3.548290744949521 ###### top Share 73.96475892889286 ###### count 57.5 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### ISYE ###### size 20 ###### gpa 3.623137975768555 ###### top Share 79.85162329939513 ###### count 64 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### ISYE ###### size 22 ###### gpa 3.5566129214689735 ###### top Share 75.3813579514971 ###### count 57 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ISYE ###### size 21 ###### gpa 3.606250714862031 ###### top Share 80.36295437587276 ###### count 66 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### ISYE ###### size 22 ###### gpa 3.629795980115166 ###### top Share 79.27647395270196 ###### count 65 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ISYE ###### size 20 ###### gpa 3.5732402503094702 ###### top Share 77.47106780381264 ###### count 60.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### ISYE ###### size 21 ###### gpa 3.826924971533834 ###### top Share 92.62448121984468 ###### count 57 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ISYE ###### size 20 ###### gpa 3.6720523848313853 ###### top Share 82.3691054858035 ###### count 63 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ISYE ###### size 24 ###### gpa 3.5982967550887195 ###### top Share 79.26400318090532 ###### count 48.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### ISYE ###### size 25 ###### gpa 3.662696584191052 ###### top Share 81.34147885567297 ###### count 48 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ISYE ###### size 24 ###### gpa 3.6150976595453543 ###### top Share 79.79311993423791 ###### count 53 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### ISYE ###### size 24 ###### gpa 3.6495043911288954 ###### top Share 80.48020872988452 ###### count 53 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ISYE ###### size 23 ###### gpa 3.58121958026649 ###### top Share 78.36753571915544 ###### count 51 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### ISYE ###### size 21 ###### gpa 3.5955893406830746 ###### top Share 77.54199035575564 ###### count 55 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ISYE ###### size 24 ###### gpa 3.591512973394995 ###### top Share 76.60599070514075 ###### count 55 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top 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_3dbbd9bb40e74cae2a0f09e2", "name": "JEFFREY LINDEROTH", "count": 804, "terms": [ { "term": "1082", "count": 53, "sections": 1, "gpa": 3.1132075471698113 }, { "term": "1092", "count": 78, "sections": 1, "gpa": 2.9743589743589745 }, { "term": "1102", "count": 71, "sections": 1, "gpa": 3.112676056338028 }, { "term": "1112", "count": 75, "sections": 1, "gpa": 3.0933333333333333 }, { "term": "1114", "count": 25, "sections": 1, "gpa": 3.14 }, { "term": "1124", "count": 33, "sections": 1, "gpa": 3.287878787878788 }, { "term": "1134", "count": 34, "sections": 1, "gpa": 3.176470588235294 }, { "term": "1142", "count": 54, "sections": 1, "gpa": 3.074074074074074 }, { "term": "1162", "count": 40, "sections": 1, "gpa": 3.0875 }, { "term": "1164", "count": 43, "sections": 1, "gpa": 3.1744186046511627 }, { "term": "1172", "count": 65, "sections": 1, "gpa": 3.1846153846153844 }, { "term": "1182", "count": 64, "sections": 1, "gpa": 2.9296875 }, { "term": "1192", "count": 66, "sections": 1, "gpa": 3.106060606060606 }, { "term": "1202", "count": 62, "sections": 1, "gpa": 3.153225806451613 }, { "term": "1264", "count": 41, "sections": 1, "gpa": 3.182926829268293 } ] }, { "uid": "instructor_b2d8167579562c73fea3c408", "name": "JAMES LUEDTKE", "count": 737, "terms": [ { "term": "1122", "count": 43, "sections": 1, "gpa": 3.197674418604651 }, { "term": "1132", "count": 45, "sections": 1, "gpa": 3.1444444444444444 }, { "term": "1144", "count": 50, "sections": 1, "gpa": 3.21 }, { "term": "1152", "count": 44, "sections": 1, "gpa": 3.0568181818181817 }, { "term": "1154", "count": 55, "sections": 1, "gpa": 3.1818181818181817 }, { "term": "1174", "count": 53, "sections": 1, "gpa": 3.150943396226415 }, { "term": "1184", "count": 51, "sections": 1, "gpa": 2.950980392156863 }, { "term": "1194", "count": 55, "sections": 1, "gpa": 2.9727272727272727 }, { "term": "1204", "count": 25, "sections": 1, "gpa": 3.28 }, { "term": "1212", "count": 63, "sections": 1, "gpa": 3.2857142857142856 }, { "term": "1222", "count": 54, "sections": 1, "gpa": 3.064814814814815 }, { "term": "1232", "count": 54, "sections": 1, "gpa": 2.8981481481481484 }, { "term": "1242", "count": 38, "sections": 1, "gpa": 3.263157894736842 }, { "term": "1252", "count": 55, "sections": 1, "gpa": 3.0727272727272728 }, { "term": "1262", "count": 52, "sections": 1, "gpa": 3.1153846153846154 } ] }, { "uid": "instructor_c645a5212c75eb79b5fa0e37", "name": "AMANDA SMITH", "count": 217, "terms": [ { "term": "1224", "count": 65, "sections": 1, "gpa": 3.2 }, { "term": "1234", "count": 56, "sections": 1, "gpa": 3.205357142857143 }, { "term": "1244", "count": 43, "sections": 1, "gpa": 3 }, { "term": "1254", "count": 53, "sections": 1, "gpa": 3.160377358490566 } ] }, { "uid": "instructor_b4a585e2a7ef66243cd6dc41", "name": "JIANGXIAO ZHU", "count": 146, "terms": [ { "term": "1102", "count": 71, "sections": 1, "gpa": 3.112676056338028 }, { "term": "1112", "count": 75, "sections": 1, "gpa": 3.0933333333333333 } ] }, { "uid": "instructor_05be2886073d2737903aab69", "name": "KEREM AKARTUNALI", "count": 45, "terms": [ { "term": "1072", "count": 45, "sections": 1, "gpa": 3.3444444444444446 } ] }, { "uid": "instructor_24c6a0d8d2c654455a821195", "name": "YONGJIA SONG", "count": 43, "terms": [ { "term": "1122", "count": 43, "sections": 1, "gpa": 3.197674418604651 } ] }, { "uid": "instructor_a10c68f0d562a87860122b95", "name": "HYE MIN JEON", "count": 33, "terms": [ { "term": "1124", "count": 33, "sections": 1, "gpa": 3.287878787878788 } ] }, { "uid": "instructor_1f383268521d797db1306406", "name": "CHEN WANG", "count": 25, "terms": [ { "term": "1114", "count": 25, "sections": 1, "gpa": 3.14 } ] } ] ``` ## following | code | title | | ----------- | --------------------------------------------------- | | ISYE 445 | ENGINEERING SUPPLY CHAIN MANAGEMENT FOR LOGISTICS | | ISYE 450 | INDUSTRIAL ENGINEERING DESIGN II | | ISYE 517 | DECISION MAKING IN HEALTH CARE | | ISYE 521 | MACHINE LEARNING IN ACTION FOR INDUSTRIAL ENGINEERS | | ISYE 615 | PRODUCTION SYSTEMS CONTROL | | ISYE 623 | ADVANCED OPTIMIZATION MODELING | | ISYE 625 | LOGISTICS SYSTEMS DESIGN | | ISYE 645 | ENGINEERING MODELS FOR SUPPLY CHAINS | | ISYE/ME 510 | FACILITIES PLANNING | ## projection ### target 1272 ### interval #### lower 2.86 #### upper 3.33 #### coverage 80 #### terms 8 ### gpa 3.0941181241664717 ### grades | grade | percentage | | ----- | ------------------ | | A | 25.139917008450784 | | AB | 11.303180153226496 | | B | 40.609427174721894 | | BC | 7.7930917787878125 | | C | 13.051261101061948 | | D | 1.8774806732921916 | | F | 0.2256421104588644 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 253 ### same Season true ### historical Range * 2.898148148148148 * 3.2631578947368416 ### backtest #### terms 8 #### gpa Error 0.11059607319282672 #### mix Error 14.679990768587375