# COMPSCI/ECE/ISYE 524: Introduction to Optimization | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_ECE_ISYE_524) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 57472e9b4764a7f67f58fab6e23be62c236b865c1d44366753626d7088c6a167 ### course id COMPSCI/ECE/ISYE 524 ### course uid course\_dd8d2094feb4657373e2e2f3 ### catalog version id 1902a01707fd2e15dd6c5b9cfb1b8f7e3eaca035a8db109026abe18a8bb70160 ### course number 524 ### subjects * COMPSCI * ECE * ISYE ### title INTRODUCTION TO OPTIMIZATION ### description Introduction to mathematical optimization from a modeling and solution perspective. Formulation of applications as discrete and continuous optimization problems and equilibrium models. Survey and appropriate usage of basic algorithms, data and software tools, including modeling languages and subroutine libraries. ### requirements text (COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300) and (MATH 320,340,341, or375) or graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:266:024408 * 1272:320:024408 * 1272:490:024408 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 5cf26f77a13151941d3a9b998009fcbc2dbc9a81553ef458291e9dca814080ba ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to mathematical optimization, covering formulation of discrete and continuous problems and equilibrium models, and usage of algorithms and software tools. ### llm topics * Discrete and continuous optimization problems * Equilibrium models * Optimization algorithms and software tools ### llm skills * Formulating applications as optimization and equilibrium models * Using algorithms, data structures, and software tools for optimization ### llm assumed background * Programming fundamentals and data structures * Linear algebra and differential equations ### llm search phrases * mathematical optimization modeling * discrete continuous optimization problems * equilibrium models algorithms * optimization software tools * modeling languages subroutine libraries ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 8b76fe0b333cc81a26bc7e67ca72a95e10d96b672bc817ccc0d43ce1311b417c #### course id COMPSCI/ECE/ISYE 524 #### current instructors ```json [ { "instructor_uid": "instructor_88b50100bedfe361746dd123", "message": null, "name": "Jeffrey Linderoth", "review_status": "supported", "rmp_instructor_id": "rmp:1472025", "summary": [ { "citations": [ { "instructor_name": "Jeff Linderoth", "review_date": "2024-03-18 17:03:39 +0000 UTC", "review_id": "4e3fe9cb1a630bd64ae04686", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5MDU5OTgw", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2024-04-28 16:21:25 +0000 UTC", "review_id": "ec26bdb44745b4d48647d409", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5MTcxODQz", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-13 14:57:18 +0000 UTC", "review_id": "d1de49db403c61f0ba734110", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMjY1NzU4", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" } ], "text": "Jeffrey Linderoth delivers enthusiastic, engaging lectures that make complex optimization topics enjoyable and interesting. He provides comprehensive course materials, including recordings and notes, and his TAs are reported as helpful and caring toward students." }, { "citations": [ { "instructor_name": "Jeff Linderoth", "review_date": "2024-05-13 15:11:36 +0000 UTC", "review_id": "b837049c3d07a436f38dccb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5NDQ5Mzg1", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-19 19:24:29 +0000 UTC", "review_id": "32877232a079784ffd2f7002", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMzIzNDMy", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-09-22 18:09:05 +0000 UTC", "review_id": "2fe1b189e2f2cf0010686ff7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxNjU3NTI5", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" } ], "text": "Some students criticize Linderoth for an arrogant attitude and for calling out absentees. Others report significant organizational issues, including late or error-prone homework assignments, a lack of guidance on the final project, and unclear evaluation criteria." }, { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2023: 3.42 GPA, 61.5% A/AB (n=13 letter grades); Spring 2024: 3.21 GPA, 55.0% A/AB (n=151 letter grades); Spring 2025: 3.37 GPA, 59.4% A/AB (n=64 letter grades). Includes jointly taught sections." } ] } ] ``` #### difficulty workload The course is extremely difficult with long, challenging homework assignments that can take up to 20 hours, requiring substantial independent study time. ```json { "citations": [ { "instructor_name": "Jeff Linderoth", "review_date": "2024-04-28 16:21:25 +0000 UTC", "review_id": "ec26bdb44745b4d48647d409", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5MTcxODQz", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-13 14:57:18 +0000 UTC", "review_id": "d1de49db403c61f0ba734110", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMjY1NzU4", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-19 19:24:29 +0000 UTC", "review_id": "32877232a079784ffd2f7002", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMzIzNDMy", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Laurent Lessard: Laurent Lessard is described as a clear, organized, and caring instructor who structures lectures well and answers questions effectively. Reviewers found his homework difficult but helpful for learning, and they highly recommended his teaching. ```json { "citations": [ { "instructor_name": "Laurent Lessard", "review_date": "2017-01-18 02:01:24 +0000 UTC", "review_id": "d393cba407876458aaf83012", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2227000", "source_review_id": "UmF0aW5nLTI3NzQ3MDQy", "source_url": "https://www.ratemyprofessors.com/professor/2227000", "type": "review" }, { "instructor_name": "Laurent Lessard", "review_date": "2018-02-23 14:43:51 +0000 UTC", "review_id": "353e5ffe87db118e33f6d690", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2227000", "source_review_id": "UmF0aW5nLTI5NTkxMjUy", "source_url": "https://www.ratemyprofessors.com/professor/2227000", "type": "review" }, { "instructor_name": "Laurent Lessard", "review_date": "2018-04-19 14:34:31 +0000 UTC", "review_id": "6f4ba649d2f20de95d18b4e3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2227000", "source_review_id": "UmF0aW5nLTI5ODQzNjgy", "source_url": "https://www.ratemyprofessors.com/professor/2227000", "type": "review" }, { "instructor_name": "Laurent Lessard", "review_date": "2018-05-24 00:52:53 +0000 UTC", "review_id": "dc78b5f06be2f43aeca400ea", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2227000", "source_review_id": "UmF0aW5nLTMwMTgxMTYy", "source_url": "https://www.ratemyprofessors.com/professor/2227000", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Jeffrey Linderoth delivers engaging, enthusiastic lectures that make complex optimization topics accessible, though students report significant variability in his demeanor and course organization. ```json { "citations": [ { "instructor_name": "Jeff Linderoth", "review_date": "2024-03-18 17:03:39 +0000 UTC", "review_id": "4e3fe9cb1a630bd64ae04686", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5MDU5OTgw", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2024-04-28 16:21:25 +0000 UTC", "review_id": "ec26bdb44745b4d48647d409", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5MTcxODQz", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2024-05-13 15:11:36 +0000 UTC", "review_id": "b837049c3d07a436f38dccb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5NDQ5Mzg1", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-13 14:57:18 +0000 UTC", "review_id": "d1de49db403c61f0ba734110", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMjY1NzU4", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-19 19:24:29 +0000 UTC", "review_id": "32877232a079784ffd2f7002", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMzIzNDMy", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-09-22 18:09:05 +0000 UTC", "review_id": "2fe1b189e2f2cf0010686ff7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxNjU3NTI5", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" } ] } ``` Recent recorded grades — Spring 2025: 3.42 GPA, 63.0% A/AB (n=154 letter grades); Fall 2025: 2.99 GPA, 54.4% A/AB (n=79 letter grades); Spring 2026: 3.22 GPA, 56.4% A/AB (n=101 letter grades). ```json { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Students appreciate posted recordings and helpful TAs, but criticize disorganized project guidance, unclear evaluation criteria, and occasional arrogant or sidetracked teaching styles. ```json { "citations": [ { "instructor_name": "Jeff Linderoth", "review_date": "2024-03-18 17:03:39 +0000 UTC", "review_id": "4e3fe9cb1a630bd64ae04686", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5MDU5OTgw", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2024-05-13 15:11:36 +0000 UTC", "review_id": "b837049c3d07a436f38dccb4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTM5NDQ5Mzg1", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-05-19 19:24:29 +0000 UTC", "review_id": "32877232a079784ffd2f7002", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxMzIzNDMy", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" }, { "instructor_name": "Jeff Linderoth", "review_date": "2025-09-22 18:09:05 +0000 UTC", "review_id": "2fe1b189e2f2cf0010686ff7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1472025", "source_review_id": "UmF0aW5nLTQxNjU3NTI5", "source_url": "https://www.ratemyprofessors.com/professor/1472025", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AMANDA SMITH is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JEFFREY LINDEROTH is recorded teaching in Spring 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 3, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` LAURENT LESSARD is recorded teaching in Spring 2016, Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" } ] } ``` MICHAEL FERRIS is recorded teaching in Fall 2016, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` STEPHEN WRIGHT is recorded teaching in Fall 2018, Spring 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "COMPSCI/ECE/ISYE 524", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "e812e694-8224-30ee-b50c-eb515361b85b", "source_record": { "entity_id": "e812e694-8224-30ee-b50c-eb515361b85b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "(COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300) and (MATH 320,340,341, or375) or graduate/professional standing", "id": "n0", "kind": "any" }, { "children": [ "n3", "n4" ], "condition": null, "course": null, "evidence": "(COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300) and (MATH 320,340,341, or375)", "id": "n1", "kind": "all" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" }, { "children": [ "n5", "n6", "n7", "n8", "n9", "n10", "n11" ], "condition": null, "course": null, "evidence": "COMP SCI 200,220,300, 301, 302,310, or placement intoCOMP SCI 300", "id": "n3", "kind": "any" }, { "children": [ "n12", "n13", "n14", "n15" ], "condition": null, "course": null, "evidence": "MATH 320,340,341, or375", "id": "n4", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 200, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "COMP SCI 200", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 220, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "220", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "300", "id": "n7", "kind": "course" }, { "children": [], "condition": "301", "course": null, "evidence": "301", "id": "n8", "kind": "condition" }, { "children": [], "condition": "302", "course": null, "evidence": "302", "id": "n9", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 310, "minimum_grade": null, "subjects": [ "COMPSCI" ], "timing": "prior" }, "evidence": "310", "id": "n10", "kind": "course" }, { "children": [], "condition": "placement intoCOMP SCI 300", "course": null, "evidence": "placement intoCOMP SCI 300", "id": "n11", "kind": "condition" }, { "children": [], "condition": null, "course": { "course_number": 320, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 320", "id": "n12", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "340", "id": "n13", "kind": "course" }, { "children": [], "condition": "341", "course": null, "evidence": "341", "id": "n14", "kind": "condition" }, { "children": [], "condition": "375", "course": null, "evidence": "375", "id": "n15", "kind": "condition" } ] ``` #### notes * Updated evidence fields to use exact course codes/numbers as they appear in the requirements text to satisfy validation. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------------- | ------------------- | -------------------------------- | -------------------------------- | ------------------------------- | | instructor\_88b50100bedfe361746dd123 | enrollment | linderoth | netid | source\_identified | Jeffrey Linderoth | LINDEROTH\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/JEFFREY\_LINDEROTH | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:024408", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1272", "source_course_id": "024408", "source_subject_id": "266", "title": "Introduction to Optimization", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:320:024408", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1272", "source_course_id": "024408", "source_subject_id": "320", "title": "Introduction to Optimization", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall, Spring" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:490:024408", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1272", "source_course_id": "024408", "source_subject_id": "490", "title": "Introduction to Optimization", "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:1272:36385", "term_id": "1272", "source_section_id": "36385", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 130, "enrolled": 77, "waitlisted": 0, "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:1272:36386", "term_id": "1272", "source_section_id": "36386", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 130, "enrolled": 22, "waitlisted": 0, "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:1272:36319", "term_id": "1272", "source_section_id": "36319", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 130, "enrolled": 23, "waitlisted": 0, "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_cda48ee9d4f5608798e55a26", "source": "madgrades", "source_instructor_id": "5632976", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LAURENT LESSARD", "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": 4, "quality": 5, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2227000", "source_url": "https://www.ratemyprofessors.com/professor/2227000", "match_basis": "exact_name", "observed_at": "2026-09-07 16:23:54.908226+00:00", "courses": { "course_dd8d2094feb4657373e2e2f3": { "review_count": 4, "quality": 5, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.444, "graded": 559, "counts": [ 228, 156, 107, 36, 27, 2, 3 ], "sections": 30 }, "instructor_url": "/instructors/LAURENT_LESSARD" }, { "instructor_uid": "instructor_b2b79e8f7cf2014ccc109e83", "source": "madgrades", "source_instructor_id": "1114818", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL FERRIS", "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": 23, "quality": 1.78, "difficulty": 4.39, "quality_count": 23, "difficulty_count": 23, "profile_id": "rmp:926803", "source_url": "https://www.ratemyprofessors.com/professor/926803", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:22.090012+00:00", "courses": { "course_dd8d2094feb4657373e2e2f3": { "review_count": 17, "quality": 1.71, "difficulty": 4.35, "quality_count": 17, "difficulty_count": 17 }, "course_639b02029dbf953b9704cd63": { "review_count": 2, "quality": 1.5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 }, "course_a04e8d794b24e3b81b984774": { "review_count": 4, "quality": 2.25, "difficulty": 4.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 2.6542724574635326, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.119, "graded": 1154, "counts": [ 363, 258, 206, 154, 94, 53, 26 ], "sections": 137 }, "instructor_url": "/instructors/MICHAEL_FERRIS--instructor_b2b79e8f7cf2014ccc109e83" }, { "instructor_uid": "instructor_69d654b959e9cbce04a965a5", "source": "madgrades", "source_instructor_id": "4998825", "identity_basis": "source_id", "identity_status": "source_identified", "name": "THOMAS RUTHERFORD", "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": 23, "quality": 2.09, "difficulty": 3.57, "quality_count": 23, "difficulty_count": 23, "profile_id": "rmp:1816941", "source_url": "https://www.ratemyprofessors.com/professor/1816941", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:00.670037+00:00", "courses": { "course_5ac40af4f08148fe1cc934d6": { "review_count": 13, "quality": 1.54, "difficulty": 3.38, "quality_count": 13, "difficulty_count": 13 }, "course_9b7c3a369379fb3aa83e5bb9": { "review_count": 3, "quality": 1.67, "difficulty": 5, "quality_count": 3, "difficulty_count": 3 }, "course_9aef0857964ff0beeddeae13": { "review_count": 5, "quality": 2.8, "difficulty": 3.6, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 2.820086410951905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.437, "graded": 515, "counts": [ 161, 170, 161, 14, 6, 1, 2 ], "sections": 45 }, "instructor_url": "/instructors/THOMAS_RUTHERFORD--instructor_69d654b959e9cbce04a965a5" }, { "instructor_uid": "instructor_4774e825ddfeb1206af6b54a", "source": "madgrades", "source_instructor_id": "3382451", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEPHEN WRIGHT", "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": 10, "quality": 4.2, "difficulty": 3.8, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1895834", "source_url": "https://www.ratemyprofessors.com/professor/1895834", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:47.624880+00:00", "courses": { "course_dd8d2094feb4657373e2e2f3": { "review_count": 3, "quality": 4.33, "difficulty": 4.33, "quality_count": 3, "difficulty_count": 3 }, "course_639b02029dbf953b9704cd63": { "review_count": 2, "quality": 3, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_a04e8d794b24e3b81b984774": { "review_count": 5, "quality": 4.6, "difficulty": 3.2, "quality_count": 5, "difficulty_count": 5 } }, "bayesian_quality": 3.839790522364397, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.27, "graded": 1205, "counts": [ 481, 255, 234, 87, 80, 44, 24 ], "sections": 118 }, "instructor_url": "/instructors/STEPHEN_WRIGHT--instructor_4774e825ddfeb1206af6b54a" }, { "instructor_uid": "instructor_89c4cd9096414a2800589239", "source": "madgrades", "source_instructor_id": "6182670", "identity_basis": "source_id", "identity_status": "source_identified", "name": "LINE ROALD", "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": 3.449, "graded": 609, "counts": [ 261, 157, 112, 50, 22, 2, 5 ], "sections": 56 }, "instructor_url": "/instructors/LINE_ROALD--instructor_89c4cd9096414a2800589239" }, { "instructor_uid": "instructor_499fc9aa5d3177ac84edcb0a", "source": "madgrades", "source_instructor_id": "5918315", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YIZHOU LU", "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": 3.208, "graded": 48, "counts": [ 18, 10, 7, 6, 4, 3, 0 ], "sections": 1 }, "instructor_url": "/instructors/YIZHOU_LU" }, { "instructor_uid": "instructor_bb354149885e60905b204196", "source": "madgrades", "source_instructor_id": "6373252", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT SCHWIETERMAN", "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": 3.395, "graded": 562, "counts": [ 289, 91, 81, 35, 48, 7, 11 ], "sections": 3 }, "instructor_url": "/instructors/ROBERT_SCHWIETERMAN" }, { "instructor_uid": "instructor_1c43e1f5b053160ee4a1e3de", "source": "madgrades", "source_instructor_id": "6051268", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YINGXIN JIA", "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": 3.243, "graded": 257, "counts": [ 84, 67, 45, 26, 29, 5, 1 ], "sections": 2 }, "instructor_url": "/instructors/YINGXIN_JIA--instructor_1c43e1f5b053160ee4a1e3de" }, { "instructor_uid": "instructor_1ecc4cebc9ee5b0cb7668261", "source": "madgrades", "source_instructor_id": "6296552", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GOVIND GOPAKUMAR", "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": 3.087, "graded": 315, "counts": [ 81, 77, 77, 30, 30, 13, 7 ], "sections": 2 }, "instructor_url": "/instructors/GOVIND_GOPAKUMAR" }, { "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_eab49c03af2c5aa4fb4750c2", "source": "madgrades", "source_instructor_id": "5557307", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BAINIAN HAO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.192, "graded": 73, "counts": [ 27, 9, 17, 9, 9, 2, 0 ], "sections": 2 }, "instructor_url": "/instructors/BAINIAN_HAO--instructor_eab49c03af2c5aa4fb4750c2" }, { "instructor_uid": "instructor_7dcfac108268a85a3760e1a9", "source": "madgrades", "source_instructor_id": "6087859", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YUTIAN TAO", "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": 3.401, "graded": 313, "counts": [ 118, 101, 55, 20, 9, 6, 4 ], "sections": 3 }, "instructor_url": "/instructors/YUTIAN_TAO" }, { "instructor_uid": "instructor_f283cf7d4afe59ddb2412cd5", "source": "madgrades", "source_instructor_id": "6218036", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RUOHUI 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", "grade_statistics": { "gpa": 3.266, "graded": 869, "counts": [ 269, 231, 215, 76, 51, 17, 10 ], "sections": 7 }, "instructor_url": "/instructors/RUOHUI_WANG--instructor_f283cf7d4afe59ddb2412cd5" }, { "instructor_uid": "instructor_7ec4d41f593044a3dccdfc3d", "source": "madgrades", "source_instructor_id": "6487732", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SKYLAR HOU", "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": 3.07, "graded": 393, "counts": [ 90, 93, 88, 64, 42, 13, 3 ], "sections": 3 }, "instructor_url": "/instructors/SKYLAR_HOU--instructor_7ec4d41f593044a3dccdfc3d" }, { "instructor_uid": "instructor_821a000fde9fc8e085416f24", "source": "madgrades", "source_instructor_id": "6581729", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JEREMY COULSON", "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": 3.572, "graded": 167, "counts": [ 76, 56, 21, 13, 0, 1, 0 ], "sections": 20 }, "instructor_url": "/instructors/JEREMY_COULSON--instructor_821a000fde9fc8e085416f24" }, { "instructor_uid": "instructor_730f480008fffbb27d0034de", "source": "madgrades", "source_instructor_id": "6554810", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TUNAN 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", "grade_statistics": { "gpa": 3.459, "graded": 1138, "counts": [ 518, 267, 238, 57, 27, 19, 12 ], "sections": 8 }, "instructor_url": "/instructors/TUNAN_WANG" }, { "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_88b50100bedfe361746dd123", "source": "enrollment", "source_instructor_id": "linderoth", "identity_basis": "netid", "identity_status": "source_identified", "name": "Jeffrey Linderoth", "email": "LINDEROTH@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", "instructor_url": "/instructors/JEFFREY_LINDEROTH" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "LAURENT LESSARD" ], "a": 17, "ab": 18, "b": 4, "bc": 5, "c": 4, "d": 1, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 1, "not_reported": 0, "other": 0, "total": 54, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Michael Ferris" ], "a": 30, "ab": 11, "b": 14, "bc": 5, "c": 6, "d": 2, "f": 3, "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": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "LAURENT LESSARD" ], "a": 30, "ab": 25, "b": 16, "bc": 7, "c": 8, "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": 87, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "THOMAS RUTHERFORD" ], "a": 9, "ab": 17, "b": 13, "bc": 2, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 42, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "LAURENT LESSARD" ], "a": 68, "ab": 50, "b": 33, "bc": 6, "c": 3, "d": 1, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 163, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Stephen Wright" ], "a": 38, "ab": 26, "b": 14, "bc": 11, "c": 3, "d": 5, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 98, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Line Roald" ], "a": 40, "ab": 29, "b": 15, "bc": 5, "c": 0, "d": 1, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 1, "total": 95, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Michael Ferris" ], "a": 34, "ab": 19, "b": 10, "bc": 17, "c": 6, "d": 3, "f": 2, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 92, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Line Roald" ], "a": 47, "ab": 12, "b": 7, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 4, "unsatisfactory": 2, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 72, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Michael Ferris" ], "a": 28, "ab": 8, "b": 12, "bc": 9, "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": 66, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Michael Ferris", "YIZHOU LU" ], "a": 18, "ab": 10, "b": 7, "bc": 6, "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": 48, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Line Roald" ], "a": 61, "ab": 32, "b": 18, "bc": 11, "c": 4, "d": 0, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 129, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Michael Ferris", "ROBERT SCHWIETERMAN" ], "a": 19, "ab": 18, "b": 8, "bc": 8, "c": 5, "d": 5, "f": 2, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 66, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "BAINIAN HAO", "GOVIND GOPAKUMAR", "Jeffrey Linderoth", "Stephen Wright", "YINGXIN JIA" ], "a": 50, "ab": 42, "b": 23, "bc": 9, "c": 4, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 130, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Michael Ferris", "RUOHUI WANG", "YUTIAN TAO" ], "a": 26, "ab": 24, "b": 9, "bc": 6, "c": 9, "d": 6, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 83, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Jeffrey Linderoth" ], "a": 50, "ab": 33, "b": 31, "bc": 13, "c": 22, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 151, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Line Roald", "Michael Ferris", "SKYLAR HOU" ], "a": 42, "ab": 35, "b": 29, "bc": 20, "c": 13, "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": 142, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Jeffrey Linderoth", "Jeremy Coulson" ], "a": 56, "ab": 41, "b": 34, "bc": 21, "c": 2, "d": 0, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 158, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Michael Ferris", "TUNAN WANG" ], "a": 26, "ab": 17, "b": 6, "bc": 14, "c": 7, "d": 6, "f": 3, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 79, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/ECE/ISYE 524", "course_uid": "course_dd8d2094feb4657373e2e2f3", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Amanda Smith" ], "a": 33, "ab": 24, "b": 18, "bc": 14, "c": 9, "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": 101, "source_aliases": [ "COMPSCI/ECE/ISYE 524" ] } ] ``` ### statistics #### gpa 3.323 #### graded 1900 #### counts * 722 * 491 * 321 * 189 * 116 * 40 * 21 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_dd8d2094feb4657373e2e2f3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_dd8d2094feb4657373e2e2f3-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_dd8d2094feb4657373e2e2f3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_dd8d2094feb4657373e2e2f3-0.json) * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_dd8d2094feb4657373e2e2f3-1.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_dd8d2094feb4657373e2e2f3-1.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_dd8d2094feb4657373e2e2f3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_dd8d2094feb4657373e2e2f3-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_dd8d2094feb4657373e2e2f3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_dd8d2094feb4657373e2e2f3-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_dd8d2094feb4657373e2e2f3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_dd8d2094feb4657373e2e2f3-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.323157894736842 #### count 1900 #### university ##### size 5265 ##### gpa Percentile 10 ##### count Percentile 94 ##### median Count 173 ##### 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 | 7 | false | | 2.8–3.2 | 287 | false | | 3.2–3.6 | 1329 | true | | 3.6–4.0 | 3641 | false | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 109, "gpaPercentile": 18, "countPercentile": 79, "medianCount": 440, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 32, "current": true }, { "range": "3.6–4.0", "count": 63, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 128, "gpaPercentile": 10, "countPercentile": 91, "medianCount": 204.5, "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": 5, "current": false }, { "range": "3.2–3.6", "count": 48, "current": true }, { "range": "3.6–4.0", "count": 75, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 62, "gpaPercentile": 7, "countPercentile": 98, "medianCount": 253, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 45, "current": false } ] } } ] ``` ### terms #### 1164 ##### term 1164 ##### gpa 3.357142857142857 ##### count 49 ##### university ###### size 965 ###### gpa Percentile 39 ###### count Percentile 33 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 32, "gpaPercentile": 52, "countPercentile": 23, "medianCount": 84, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 3, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 12, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 55, "countPercentile": 19, "medianCount": 83.5, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 9, "current": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 19, "gpaPercentile": 22, "countPercentile": 44, "medianCount": 49, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.1971830985915495 ##### count 71 ##### university ###### size 991 ###### gpa Percentile 25 ###### 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 | 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": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 50, "countPercentile": 47, "medianCount": 74, "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": 16, "current": true }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 9, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 35, "gpaPercentile": 32, "countPercentile": 44, "medianCount": 72, "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": 12, "current": true }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 16, "countPercentile": 79, "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 3.32183908045977 ##### count 87 ##### university ###### size 955 ###### gpa Percentile 36 ###### count Percentile 60 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | true | | 3.6–4.0 | 369 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 30, "gpaPercentile": 52, "countPercentile": 31, "medianCount": 108, "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": 13, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 9, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 42, "countPercentile": 55, "medianCount": 85, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 21, "countPercentile": 95, "medianCount": 57.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1182 ##### term 1182 ##### gpa 3.402439024390244 ##### count 41 ##### university ###### size 1025 ###### gpa Percentile 41 ###### count Percentile 19 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 36, "gpaPercentile": 57, "countPercentile": 11, "medianCount": 90.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 44, "countPercentile": 13, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 26, "countPercentile": 16, "medianCount": 64, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1184 ##### term 1184 ##### gpa 3.527950310559006 ##### count 161 ##### university ###### size 1010 ###### gpa Percentile 52 ###### count Percentile 85 ###### median Count 68 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 26 | false | | 2.8–3.2 | 210 | false | | 3.2–3.6 | 355 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 31, "gpaPercentile": 70, "countPercentile": 63, "medianCount": 126, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 34, "gpaPercentile": 58, "countPercentile": 94, "medianCount": 84.5, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 48, "countPercentile": 100, "medianCount": 57, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.3350515463917527 ##### count 97 ##### university ###### size 1077 ###### gpa Percentile 33 ###### count Percentile 67 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | true | | 3.6–4.0 | 481 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 59, "countPercentile": 54, "medianCount": 95.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 38, "gpaPercentile": 35, "countPercentile": 70, "medianCount": 77, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 21, "gpaPercentile": 25, "countPercentile": 85, "medianCount": 66, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1194 ##### term 1194 ##### gpa 3.4782608695652173 ##### count 92 ##### university ###### size 1040 ###### gpa Percentile 46 ###### count Percentile 66 ###### median Count 67 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | true | | 3.6–4.0 | 454 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 38, "gpaPercentile": 70, "countPercentile": 49, "medianCount": 92, "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": 15, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 11, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 36, "gpaPercentile": 51, "countPercentile": 71, "medianCount": 77, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 29, "countPercentile": 95, "medianCount": 65, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 3, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.1868131868131866 ##### count 91 ##### university ###### size 1102 ###### gpa Percentile 20 ###### count Percentile 63 ###### 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": "COMPSCI", "comparison": { "size": 41, "gpaPercentile": 35, "countPercentile": 50, "medianCount": 91, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 13, "current": true }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 11, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 37, "gpaPercentile": 25, "countPercentile": 64, "medianCount": 78, "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": 10, "current": true }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 12, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 16, "countPercentile": 84, "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 3.803030303030303 ##### count 66 ##### university ###### size 1012 ###### gpa Percentile 58 ###### count Percentile 50 ###### median Count 65.5 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 1 | false | | 2.8–3.2 | 25 | false | | 3.2–3.6 | 301 | false | | 3.6–4.0 | 685 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 78, "countPercentile": 29, "medianCount": 90.5, "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": 1, "current": false }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": true } ] } }, { "subject": "ECE", "comparison": { "size": 34, "gpaPercentile": 61, "countPercentile": 36, "medianCount": 73.5, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } }, { "subject": "ISYE", "comparison": { "size": 21, "gpaPercentile": 25, "countPercentile": 80, "medianCount": 57, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.25 ##### count 66 ##### university ###### size 1111 ###### gpa Percentile 17 ###### count Percentile 48 ###### 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": "COMPSCI", "comparison": { "size": 42, "gpaPercentile": 32, "countPercentile": 22, "medianCount": 96, "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": 12, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 13, "countPercentile": 48, "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": 0, "current": false }, { "range": "2.8–3.2", "count": 5, "current": false }, { "range": "3.2–3.6", "count": 19, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 20, "gpaPercentile": 11, "countPercentile": 68, "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 3.2083333333333335 ##### count 48 ##### university ###### size 1157 ###### gpa Percentile 17 ###### 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 | 1 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | true | | 3.6–4.0 | 614 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 20, "countPercentile": 16, "medianCount": 94.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 18, "countPercentile": 18, "medianCount": 70, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 18, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 9, "countPercentile": 48, "medianCount": 48.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 8, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1224 ##### term 1224 ##### gpa 3.5078740157480315 ##### count 127 ##### university ###### size 1171 ###### gpa Percentile 39 ###### count Percentile 78 ###### 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": "COMPSCI", "comparison": { "size": 45, "gpaPercentile": 55, "countPercentile": 57, "medianCount": 96, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 43, "gpaPercentile": 48, "countPercentile": 83, "medianCount": 78, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 18, "current": true }, { "range": "3.6–4.0", "count": 18, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 25, "gpaPercentile": 25, "countPercentile": 100, "medianCount": 48, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 10, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.046153846153846 ##### count 65 ##### university ###### size 1216 ###### gpa Percentile 7 ###### count Percentile 49 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | true | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 50, "gpaPercentile": 4, "countPercentile": 39, "medianCount": 82.5, "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": 9, "current": true }, { "range": "3.2–3.6", "count": 19, "current": false }, { "range": "3.6–4.0", "count": 22, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 7, "countPercentile": 44, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": true }, { "range": "3.2–3.6", "count": 16, "current": false }, { "range": "3.6–4.0", "count": 17, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 4, "countPercentile": 74, "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 3.4689922480620154 ##### count 129 ##### university ###### size 1188 ###### gpa Percentile 33 ###### count Percentile 78 ###### 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": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 53, "countPercentile": 58, "medianCount": 111, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 26, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 45, "countPercentile": 78, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 22, "current": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 22, "countPercentile": 96, "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 3.0602409638554215 ##### count 83 ##### university ###### size 1295 ###### gpa Percentile 7 ###### count Percentile 58 ###### 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 | true | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 10, "countPercentile": 43, "medianCount": 99, "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": 9, "current": true }, { "range": "3.2–3.6", "count": 20, "current": false }, { "range": "3.6–4.0", "count": 22, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 3, "countPercentile": 50, "medianCount": 83, "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": 8, "current": true }, { "range": "3.2–3.6", "count": 18, "current": false }, { "range": "3.6–4.0", "count": 15, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 23, "gpaPercentile": 9, "countPercentile": 91, "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": true }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.2119205298013247 ##### count 151 ##### university ###### size 1241 ###### gpa Percentile 14 ###### count Percentile 82 ###### 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 | false | | 3.2–3.6 | 373 | true | | 3.6–4.0 | 706 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 24, "countPercentile": 56, "medianCount": 116, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 18, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 38, "gpaPercentile": 16, "countPercentile": 76, "medianCount": 83.5, "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": 6, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 18, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 21, "gpaPercentile": 20, "countPercentile": 100, "medianCount": 55, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 12, "current": false } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.2077464788732395 ##### count 142 ##### university ###### size 1333 ###### gpa Percentile 10 ###### count Percentile 79 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 54, "gpaPercentile": 17, "countPercentile": 62, "medianCount": 101, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 12, "countPercentile": 81, "medianCount": 74, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 17, "countPercentile": 100, "medianCount": 55, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 13, "current": false } ] } } ] ``` #### 1254 ##### term 1254 ##### gpa 3.4155844155844157 ##### count 154 ##### university ###### size 1289 ###### gpa Percentile 26 ###### count Percentile 82 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | true | | 3.6–4.0 | 765 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 52, "gpaPercentile": 43, "countPercentile": 65, "medianCount": 105, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 24, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 38, "countPercentile": 85, "medianCount": 87.5, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 19, "countPercentile": 100, "medianCount": 58, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 14, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 2.9936708860759493 ##### count 79 ##### university ###### size 1320 ###### gpa Percentile 4 ###### 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 | 8 | false | | 2.8–3.2 | 133 | true | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 53, "gpaPercentile": 4, "countPercentile": 44, "medianCount": 82, "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": 10, "current": true }, { "range": "3.2–3.6", "count": 22, "current": false }, { "range": "3.6–4.0", "count": 21, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 0, "countPercentile": 43, "medianCount": 82, "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": 8, "current": true }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 16, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 25, "gpaPercentile": 8, "countPercentile": 83, "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 3.217821782178218 ##### count 101 ##### university ###### size 1283 ###### gpa Percentile 13 ###### count Percentile 70 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | true | | 3.6–4.0 | 789 | false | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 48, "gpaPercentile": 17, "countPercentile": 47, "medianCount": 105.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 7, "current": false }, { "range": "3.2–3.6", "count": 21, "current": true }, { "range": "3.6–4.0", "count": 19, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 45, "gpaPercentile": 11, "countPercentile": 70, "medianCount": 73, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 15, "current": true }, { "range": "3.6–4.0", "count": 25, "current": false } ] } }, { "subject": "ISYE", "comparison": { "size": 22, "gpaPercentile": 14, "countPercentile": 90, "medianCount": 56.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 3, "current": false }, { "range": "3.2–3.6", "count": 2, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5265 ###### gpa 3.6958017573239084 ###### top Share 84.0420749817945 ###### count 173 ##### COMPSCI ###### size 109 ###### gpa 3.600082218520398 ###### top Share 79.1381761594641 ###### count 440 ##### ECE ###### size 128 ###### gpa 3.623918672313843 ###### top Share 80.165520589087 ###### count 204.5 ##### ISYE ###### size 62 ###### gpa 3.7077526232501348 ###### top Share 84.83708257011303 ###### count 253 #### terms ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### COMPSCI ###### size 32 ###### gpa 3.2951719476979457 ###### top Share 63.07751525075427 ###### count 84 ###### ECE ###### size 32 ###### gpa 3.3387002225789923 ###### top Share 63.627072447149246 ###### count 83.5 ###### 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 ###### COMPSCI ###### size 31 ###### gpa 3.3325489227746874 ###### top Share 61.97665055034616 ###### count 74 ###### ECE ###### size 35 ###### gpa 3.3883507843058354 ###### top Share 63.7905998393372 ###### count 72 ###### 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 ###### COMPSCI ###### size 30 ###### gpa 3.3383019285046376 ###### top Share 63.22952984555728 ###### count 108 ###### ECE ###### size 32 ###### gpa 3.4125499296052797 ###### top Share 66.90263468847662 ###### count 85 ###### 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 ###### COMPSCI ###### size 36 ###### gpa 3.352907303323745 ###### top Share 63.88103454195665 ###### count 90.5 ###### ECE ###### size 40 ###### gpa 3.456923604087721 ###### top Share 68.99771043518125 ###### count 63 ###### 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 ###### COMPSCI ###### size 31 ###### gpa 3.329310414227759 ###### top Share 61.243618316797935 ###### count 126 ###### ECE ###### size 34 ###### gpa 3.4797837203421706 ###### top Share 70.14653057475711 ###### count 84.5 ###### 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 ###### COMPSCI ###### size 38 ###### gpa 3.3453717241366854 ###### top Share 64.2917310505246 ###### count 95.5 ###### ECE ###### size 38 ###### gpa 3.447533461703932 ###### top Share 70.3070826404184 ###### count 77 ###### 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 ###### COMPSCI ###### size 38 ###### gpa 3.3433846242383978 ###### top Share 63.409438479169644 ###### count 92 ###### ECE ###### size 36 ###### gpa 3.5139370942069434 ###### top Share 73.58293880609176 ###### count 77 ###### 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 ###### COMPSCI ###### size 41 ###### gpa 3.3598624373657553 ###### top Share 65.26544910639922 ###### count 91 ###### ECE ###### size 37 ###### gpa 3.4499953407109865 ###### top Share 70.66752329901533 ###### count 78 ###### 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 ###### COMPSCI ###### size 42 ###### gpa 3.6240893265324647 ###### top Share 79.98991493017058 ###### count 90.5 ###### ECE ###### size 34 ###### gpa 3.7346193271517083 ###### top Share 86.80502962000203 ###### count 73.5 ###### 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 ###### COMPSCI ###### size 42 ###### gpa 3.450396020252364 ###### top Share 69.90950224603134 ###### count 96 ###### ECE ###### size 41 ###### gpa 3.5390420098740205 ###### top Share 74.4144228117487 ###### count 66 ###### 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 ###### COMPSCI ###### size 46 ###### gpa 3.4266761668874532 ###### top Share 68.93117403010548 ###### count 94.5 ###### ECE ###### size 41 ###### gpa 3.502469130958549 ###### top Share 72.06914460291064 ###### count 70 ###### 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 ###### COMPSCI ###### size 45 ###### gpa 3.4719336884851772 ###### top Share 70.89188483398956 ###### count 96 ###### ECE ###### size 43 ###### gpa 3.493101515836076 ###### top Share 71.87667215876023 ###### count 78 ###### 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 ###### COMPSCI ###### size 50 ###### gpa 3.522872390836507 ###### top Share 74.11555010870671 ###### count 82.5 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ###### 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 ###### COMPSCI ###### size 46 ###### gpa 3.457340982461054 ###### top Share 70.00975704504911 ###### count 111 ###### ECE ###### size 41 ###### gpa 3.521247893399985 ###### top Share 73.18909826442149 ###### count 70 ###### 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 ###### COMPSCI ###### size 52 ###### gpa 3.5206188715369935 ###### top Share 74.2043106737207 ###### count 99 ###### ECE ###### size 41 ###### gpa 3.4916867437115484 ###### top Share 71.95296745580877 ###### count 83 ###### 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 ###### COMPSCI ###### size 46 ###### gpa 3.477413782571094 ###### top Share 70.8725394264854 ###### count 116 ###### ECE ###### size 38 ###### gpa 3.554019248602149 ###### top Share 75.22296238620345 ###### count 83.5 ###### 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 ###### COMPSCI ###### size 54 ###### gpa 3.5244021201456657 ###### top Share 75.07938169795783 ###### count 101 ###### ECE ###### size 44 ###### gpa 3.5595929340853747 ###### top Share 76.26079811550397 ###### count 74 ###### 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 ###### COMPSCI ###### size 52 ###### gpa 3.482652727664103 ###### top Share 71.33786483648515 ###### count 105 ###### ECE ###### size 40 ###### gpa 3.5198762319632855 ###### top Share 74.0918065550377 ###### count 87.5 ###### 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 ###### COMPSCI ###### size 53 ###### gpa 3.533845597774486 ###### top Share 75.31824598445624 ###### count 82 ###### ECE ###### size 41 ###### gpa 3.5162416044524014 ###### top Share 73.72561877957347 ###### count 82 ###### 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 ###### COMPSCI ###### size 48 ###### gpa 3.5022746140005943 ###### top Share 73.13318776233326 ###### count 105.5 ###### ECE ###### size 45 ###### gpa 3.5814138447018746 ###### top Share 77.53027985486403 ###### count 73 ###### ISYE ###### size 22 ###### gpa 3.691810114676891 ###### top Share 83.93896862155151 ###### count 56.5 ## instructor Trends ```json [ { "uid": "instructor_b2b79e8f7cf2014ccc109e83", "name": "MICHAEL FERRIS", "count": 560, "terms": [ { "term": "1172", "count": 71, "sections": 1, "gpa": 3.1971830985915495 }, { "term": "1202", "count": 91, "sections": 1, "gpa": 3.1868131868131866 }, { "term": "1212", "count": 66, "sections": 1, "gpa": 3.25 }, { "term": "1222", "count": 48, "sections": 1, "gpa": 3.2083333333333335 }, { "term": "1232", "count": 65, "sections": 1, "gpa": 3.046153846153846 }, { "term": "1242", "count": 83, "sections": 1, "gpa": 3.0602409638554215 }, { "term": "1252", "count": 57, "sections": 1, "gpa": 3.087719298245614 }, { "term": "1262", "count": 79, "sections": 1, "gpa": 2.9936708860759493 } ] }, { "uid": "instructor_89c4cd9096414a2800589239", "name": "LINE ROALD", "count": 370, "terms": [ { "term": "1194", "count": 92, "sections": 1, "gpa": 3.4782608695652173 }, { "term": "1204", "count": 66, "sections": 1, "gpa": 3.803030303030303 }, { "term": "1224", "count": 127, "sections": 1, "gpa": 3.5078740157480315 }, { "term": "1252", "count": 85, "sections": 1, "gpa": 3.288235294117647 } ] }, { "uid": "instructor_cda48ee9d4f5608798e55a26", "name": "LAURENT LESSARD", "count": 297, "terms": [ { "term": "1164", "count": 49, "sections": 1, "gpa": 3.357142857142857 }, { "term": "1174", "count": 87, "sections": 1, "gpa": 3.32183908045977 }, { "term": "1184", "count": 161, "sections": 1, "gpa": 3.527950310559006 } ] }, { "uid": "instructor_3dbbd9bb40e74cae2a0f09e2", "name": "JEFFREY LINDEROTH", "count": 228, "terms": [ { "term": "1234", "count": 13, "sections": 1, "gpa": 3.423076923076923 }, { "term": "1244", "count": 151, "sections": 1, "gpa": 3.2119205298013247 }, { "term": "1254", "count": 64, "sections": 1, "gpa": 3.3671875 } ] }, { "uid": "instructor_4774e825ddfeb1206af6b54a", "name": "STEPHEN WRIGHT", "count": 213, "terms": [ { "term": "1192", "count": 97, "sections": 1, "gpa": 3.3350515463917527 }, { "term": "1234", "count": 116, "sections": 1, "gpa": 3.4741379310344827 } ] }, { "uid": "instructor_1c43e1f5b053160ee4a1e3de", "name": "YINGXIN JIA", "count": 116, "terms": [ { "term": "1234", "count": 116, "sections": 1, "gpa": 3.4741379310344827 } ] }, { "uid": "instructor_1ecc4cebc9ee5b0cb7668261", "name": "GOVIND GOPAKUMAR", "count": 116, "terms": [ { "term": "1234", "count": 116, "sections": 1, "gpa": 3.4741379310344827 } ] }, { "uid": "instructor_c645a5212c75eb79b5fa0e37", "name": "AMANDA SMITH", "count": 101, "terms": [ { "term": "1264", "count": 101, "sections": 1, "gpa": 3.217821782178218 } ] }, { "uid": "instructor_821a000fde9fc8e085416f24", "name": "JEREMY COULSON", "count": 90, "terms": [ { "term": "1254", "count": 90, "sections": 1, "gpa": 3.45 } ] }, { "uid": "instructor_7dcfac108268a85a3760e1a9", "name": "YUTIAN TAO", "count": 83, "terms": [ { "term": "1242", "count": 83, "sections": 1, "gpa": 3.0602409638554215 } ] }, { "uid": "instructor_f283cf7d4afe59ddb2412cd5", "name": "RUOHUI WANG", "count": 83, "terms": [ { "term": "1242", "count": 83, "sections": 1, "gpa": 3.0602409638554215 } ] }, { "uid": "instructor_730f480008fffbb27d0034de", "name": "TUNAN WANG", "count": 79, "terms": [ { "term": "1262", "count": 79, "sections": 1, "gpa": 2.9936708860759493 } ] }, { "uid": "instructor_bb354149885e60905b204196", "name": "ROBERT SCHWIETERMAN", "count": 65, "terms": [ { "term": "1232", "count": 65, "sections": 1, "gpa": 3.046153846153846 } ] }, { "uid": "instructor_7ec4d41f593044a3dccdfc3d", "name": "SKYLAR HOU", "count": 57, "terms": [ { "term": "1252", "count": 57, "sections": 1, "gpa": 3.087719298245614 } ] }, { "uid": "instructor_499fc9aa5d3177ac84edcb0a", "name": "YIZHOU LU", "count": 48, "terms": [ { "term": "1222", "count": 48, "sections": 1, "gpa": 3.2083333333333335 } ] }, { "uid": "instructor_69d654b959e9cbce04a965a5", "name": "THOMAS RUTHERFORD", "count": 41, "terms": [ { "term": "1182", "count": 41, "sections": 1, "gpa": 3.402439024390244 } ] }, { "uid": "instructor_eab49c03af2c5aa4fb4750c2", "name": "BAINIAN HAO", "count": 13, "terms": [ { "term": "1234", "count": 13, "sections": 1, "gpa": 3.423076923076923 } ] } ] ``` ## following | code | title | | ----------- | --------------------------------------------------- | | ISYE 445 | ENGINEERING SUPPLY CHAIN MANAGEMENT FOR LOGISTICS | | ISYE 517 | DECISION MAKING IN HEALTH CARE | | ISYE 521 | MACHINE LEARNING IN ACTION FOR INDUSTRIAL ENGINEERS | | ISYE 623 | ADVANCED OPTIMIZATION MODELING | | ISYE 625 | LOGISTICS SYSTEMS DESIGN | | ISYE/ME 510 | FACILITIES PLANNING | ## projection ### target 1272 ### interval #### lower 2.88 #### upper 3.31 #### coverage 80 #### terms 8 ### gpa 3.0914405011322326 ### grades | grade | percentage | | ----- | ------------------ | | A | 31.814526074871306 | | AB | 24.5285328918097 | | B | 12.835434230393627 | | BC | 13.397539596257568 | | C | 9.065997460608687 | | D | 5.9039340893619 | | F | 2.454035656697206 | ### source Terms * 1262 * 1252 * 1242 * 1232 * 1222 ### source Count 417 ### same Season true ### historical Range * 2.9936708860759493 * 3.2083333333333335 ### backtest #### terms 8 #### gpa Error 0.10203092771028122 #### mix Error 12.892418012618867