# ISYE/PSYCH 859: Special Topics in Human Factors Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ISYE_PSYCH_859) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 8b25a61db4d0ed3d214a883e83f09bbf01fc2c48ceca5f96474e0cc6f41586c6 ### course id ISYE/PSYCH 859 ### course uid course\_cf81ce86a3109ddc6a05fff0 ### catalog version id 91fe47ecda2876f86006159904e10268dfa3a91adc08c8cd876d4391c1d94318 ### course number 859 ### subjects * ISYE * PSYCH ### title SPECIAL TOPICS IN HUMAN FACTORS ENGINEERING ### description ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id e475cfb31f29c47e4ba3ab85854672a6f6aba80970ed74344c4b8dd5aae15f54 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status insufficient\_evidence ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases None recorded. ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 55e6d5223e9eece796ee0118c7028cc6584e0937df7becb1bd13e21e3f7a214e #### course id ISYE/PSYCH 859 #### current instructors None recorded. #### difficulty workload Historical reviews of Ranjana Mehta: Assignments lacked instructions or rubrics, and feedback was described as subjective, creating confusion regarding expectations and grading criteria. ```json { "citations": [ { "instructor_name": "Ranjana Mehta", "review_date": "2024-01-08 05:57:35 +0000 UTC", "review_id": "d0624beb8ff11eff7a731368", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2967425", "source_review_id": "UmF0aW5nLTM4ODQ2NTcx", "source_url": "https://www.ratemyprofessors.com/professor/2967425", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Ranjana Mehta: Ranjana Mehta received a low quality rating for unclear assignments, subjective feedback, and unprofessional conduct, including missing class. Reviewers reported incorrect information and inappropriate emails regarding student participation. ```json { "citations": [ { "instructor_name": "Ranjana Mehta", "review_date": "2024-01-08 05:57:35 +0000 UTC", "review_id": "d0624beb8ff11eff7a731368", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2967425", "source_review_id": "UmF0aW5nLTM4ODQ2NTcx", "source_url": "https://www.ratemyprofessors.com/professor/2967425", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take A historical review of Ranjana Mehta's course describes significant instructional failures, including incorrect information, missing assignment details, and unprofessional conduct. ```json { "citations": [ { "instructor_name": "Ranjana Mehta", "review_date": "2024-01-08 05:57:35 +0000 UTC", "review_id": "d0624beb8ff11eff7a731368", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2967425", "source_review_id": "UmF0aW5nLTM4ODQ2NTcx", "source_url": "https://www.ratemyprofessors.com/professor/2967425", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.58 GPA, 83.3% A/AB (n=12 letter grades); Spring 2025: 3.91 GPA, 95.5% A/AB (n=22 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=6 letter grades). ```json { "citations": [ { "course_id": "ISYE/PSYCH 859", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ISYE/PSYCH 859", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ISYE/PSYCH 859", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Ranjana Mehta: Students reported frustration with subjective feedback, inappropriate emails discouraging participation, and an unexcused class absence by the instructor. ```json { "citations": [ { "instructor_name": "Ranjana Mehta", "review_date": "2024-01-08 05:57:35 +0000 UTC", "review_id": "d0624beb8ff11eff7a731368", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2967425", "source_review_id": "UmF0aW5nLTM4ODQ2NTcx", "source_url": "https://www.ratemyprofessors.com/professor/2967425", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history RANJANA MEHTA is recorded teaching in Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ISYE/PSYCH 859", "run_id": "20260907T155543-ce3781c4", "section_number": 23, "source_course_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "source_record": { "entity_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ISYE/PSYCH 859", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "source_record": { "entity_id": "2a993ef2-aebc-3e36-b620-8574b9d9e6cf", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_2e1d2f75dd4930dd57d4d2da", "source": "madgrades", "source_instructor_id": "733535", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BEN-TZION KARSH", "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": 3.221, "graded": 274, "counts": [ 78, 55, 93, 26, 14, 6, 2 ], "sections": 39 }, "instructor_url": "/instructors/BEN-TZION_KARSH" }, { "instructor_uid": "instructor_b1ca1214b3857dea17803a52", "source": "madgrades", "source_instructor_id": "4385693", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOUGLAS WIEGMANN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2451001", "source_url": "https://www.ratemyprofessors.com/professor/2451001", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:09.130837+00:00", "courses": { "course_0bf7d1fc20304def0233e765": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.675891222425329, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.856, "graded": 1638, "counts": [ 1297, 248, 72, 12, 7, 0, 2 ], "sections": 129 }, "instructor_url": "/instructors/DOUGLAS_WIEGMANN--instructor_b1ca1214b3857dea17803a52" }, { "instructor_uid": "instructor_6d6130084f2657c504044b59", "source": "madgrades", "source_instructor_id": "4595646", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN LEE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 3.88, "difficulty": 2.38, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1722365", "source_url": "https://www.ratemyprofessors.com/professor/1722365", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:26.879985+00:00", "courses": { "course_0bf7d1fc20304def0233e765": { "review_count": 3, "quality": 2.33, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_9038c4e5acac28da8c19378f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_465855ee8f77f31be2f79f78": { "review_count": 3, "quality": 4.67, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.722632702533282, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.698, "graded": 1400, "counts": [ 880, 297, 166, 31, 18, 6, 2 ], "sections": 116 }, "instructor_url": "/instructors/JOHN_LEE--instructor_6d6130084f2657c504044b59" }, { "instructor_uid": "instructor_c6f5e432b6050f7fb1e28932", "source": "madgrades", "source_instructor_id": "4198277", "identity_basis": "source_id", "identity_status": "source_identified", "name": "EDMOND RAMLY", "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": 3.794, "graded": 107, "counts": [ 74, 26, 6, 0, 0, 1, 0 ], "sections": 7 }, "instructor_url": "/instructors/EDMOND_RAMLY--instructor_c6f5e432b6050f7fb1e28932" }, { "instructor_uid": "instructor_4c4796ceb285f7eaf4ec9d80", "source": "madgrades", "source_instructor_id": "6587113", "identity_basis": "source_id", "identity_status": "source_identified", "name": "RANJANA MEHTA", "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": 20, "quality": 1.3, "difficulty": 4.15, "quality_count": 20, "difficulty_count": 20, "profile_id": "rmp:2967425", "source_url": "https://www.ratemyprofessors.com/professor/2967425", "match_basis": "exact_name", "observed_at": "2026-09-07 16:10:34.979406+00:00", "courses": { "course_0bf7d1fc20304def0233e765": { "review_count": 18, "quality": 1.33, "difficulty": 4.11, "quality_count": 18, "difficulty_count": 18 }, "course_1d19662d1f1c79914b292afb": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_cf81ce86a3109ddc6a05fff0": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.4798428917732975, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.609, "graded": 224, "counts": [ 131, 58, 17, 9, 3, 2, 4 ], "sections": 20 }, "instructor_url": "/instructors/RANJANA_MEHTA--instructor_4c4796ceb285f7eaf4ec9d80" }, { "instructor_uid": "instructor_a8e7e2b9fa77aa983afccb3d", "source": "madgrades", "source_instructor_id": "2600299", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT RADWIN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 2, "quality": 1, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2689714", "source_url": "https://www.ratemyprofessors.com/professor/2689714", "match_basis": "exact_name", "observed_at": "2026-09-07 16:09:30.218657+00:00", "courses": { "course_0ca78bf8e0bb0846affc636f": { "review_count": 2, "quality": 1, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.417896166860541, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.858, "graded": 1720, "counts": [ 1368, 252, 77, 17, 4, 0, 2 ], "sections": 109 }, "instructor_url": "/instructors/ROBERT_RADWIN--instructor_a8e7e2b9fa77aa983afccb3d" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "BEN-TZION KARSH" ], "a": 5, "ab": 2, "b": 3, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "Douglas Wiegmann" ], "a": 15, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Douglas Wiegmann" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "John Lee" ], "a": 9, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "John Lee" ], "a": 9, "ab": 2, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 3, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "John Lee" ], "a": 7, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "Douglas Wiegmann" ], "a": 17, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Douglas Wiegmann" ], "a": 17, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Douglas Wiegmann" ], "a": 14, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Douglas Wiegmann" ], "a": 13, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Douglas Wiegmann" ], "a": 10, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "John Lee" ], "a": 10, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Douglas Wiegmann" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Douglas Wiegmann" ], "a": 13, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Edmond Ramly" ], "a": 14, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 1, "total": 16, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Edmond Ramly", "John Lee" ], "a": 8, "ab": 6, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Ranjana Mehta" ], "a": 5, "ab": 5, "b": 1, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Douglas Wiegmann", "Robert Radwin" ], "a": 21, "ab": 0, "b": 0, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "ISYE/PSYCH 859" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ISYE/PSYCH 859", "course_uid": "course_cf81ce86a3109ddc6a05fff0", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Ranjana Mehta" ], "a": 5, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "ISYE/PSYCH 859" ] } ] ``` ### statistics #### gpa 3.91 #### graded 228 #### counts * 200 * 19 * 6 * 2 * 1 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_cf81ce86a3109ddc6a05fff0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_cf81ce86a3109ddc6a05fff0-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_cf81ce86a3109ddc6a05fff0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_cf81ce86a3109ddc6a05fff0-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_cf81ce86a3109ddc6a05fff0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_cf81ce86a3109ddc6a05fff0-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_cf81ce86a3109ddc6a05fff0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_cf81ce86a3109ddc6a05fff0-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9100877192982457 #### count 228 #### university ##### size 5016 ##### gpa Percentile 79 ##### count Percentile 62 ##### median Count 151 ##### 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 | 365 | false | | 3.2–3.6 | 1448 | false | | 3.6–4.0 | 3189 | true | #### departments ```json [ { "subject": "ISYE", "comparison": { "size": 61, "gpaPercentile": 83, "countPercentile": 48, "medianCount": 248, "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": 16, "current": false }, { "range": "3.6–4.0", "count": 42, "current": true } ] } }, { "subject": "PSYCH", "comparison": { "size": 68, "gpaPercentile": 76, "countPercentile": 40, "medianCount": 281, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 33, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.5 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1084 ##### term 1084 ##### gpa 4 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1102 ##### term 1102 ##### gpa 3.95 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1112 ##### term 1112 ##### gpa 3.8333333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1122 ##### term 1122 ##### gpa 3.9375 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1124 ##### term 1124 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1142 ##### term 1142 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1162 ##### term 1162 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1174 ##### term 1174 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1184 ##### term 1184 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1192 ##### term 1192 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1204 ##### term 1204 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1224 ##### term 1224 ##### gpa 3.966666666666667 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1234 ##### term 1234 ##### gpa 3.7333333333333334 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1242 ##### term 1242 ##### gpa 3.5833333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1254 ##### term 1254 ##### gpa 3.909090909090909 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | #### 1262 ##### term 1262 ##### gpa 3.9166666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ISYE | | | PSYCH | | ### benchmarks #### all ##### school ###### size 5016 ###### gpa 3.6591483415313393 ###### top Share 81.81892316081208 ###### count 151 ##### ISYE ###### size 61 ###### gpa 3.676852394738163 ###### top Share 82.63795823913422 ###### count 248 ##### PSYCH ###### size 68 ###### gpa 3.556579346682865 ###### top Share 75.00935715017985 ###### count 281 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### PSYCH ###### size 11 ###### gpa 3.0540422053422387 ###### top Share 45.775225081863645 ###### count 170 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### ISYE ###### size 12 ###### gpa 3.539479209717092 ###### top Share 78.21357214803776 ###### count 39.5 ###### PSYCH ###### size 11 ###### gpa 2.9957822530567246 ###### top Share 43.74449558335551 ###### count 182 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### ISYE ###### size 12 ###### gpa 3.4056079638285452 ###### top Share 65.2521379730913 ###### count 39 ###### PSYCH ###### size 10 ###### gpa 3.0427617502118967 ###### top Share 43.84960453770488 ###### count 178 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ISYE ###### size 14 ###### gpa 3.4469412997609785 ###### top Share 67.6955584322091 ###### count 42 ###### PSYCH ###### size 11 ###### gpa 3.11989768688207 ###### top Share 49.854651231390015 ###### count 145 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ISYE ###### size 14 ###### gpa 3.4635739499944935 ###### top Share 68.36302861386832 ###### count 40 ###### PSYCH ###### size 11 ###### gpa 3.16435063488545 ###### top Share 49.65756774413751 ###### count 119 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ISYE ###### size 15 ###### gpa 3.412173563129109 ###### top Share 65.9564467047386 ###### count 41 ###### PSYCH ###### size 10 ###### gpa 3.170966337545113 ###### top Share 52.49821116156302 ###### count 140 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### ISYE ###### size 13 ###### gpa 3.5687689324418694 ###### top Share 73.75416475235485 ###### count 44 ###### PSYCH ###### size 11 ###### gpa 3.0910698988492573 ###### top Share 49.399902538185 ###### count 181 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ISYE ###### size 15 ###### gpa 3.5128855686259963 ###### top Share 70.39446449718172 ###### count 41 ###### PSYCH ###### size 15 ###### gpa 3.292160106620862 ###### top Share 61.013120865650215 ###### count 82 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ISYE ###### size 17 ###### gpa 3.5725128229421537 ###### top Share 76.66908174242778 ###### count 47 ###### PSYCH ###### size 17 ###### gpa 3.3162326319002924 ###### top Share 61.54465359359951 ###### count 107 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ISYE ###### size 20 ###### gpa 3.548290744949521 ###### top Share 73.96475892889286 ###### count 57.5 ###### PSYCH ###### size 17 ###### gpa 3.3645101563296795 ###### top Share 63.62260847323748 ###### count 104 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### ISYE ###### size 22 ###### gpa 3.5566129214689735 ###### top Share 75.3813579514971 ###### count 57 ###### PSYCH ###### size 20 ###### gpa 3.374178086034726 ###### top Share 64.10177946666806 ###### count 152.5 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ISYE ###### size 21 ###### gpa 3.606250714862031 ###### top Share 80.36295437587276 ###### count 66 ###### PSYCH ###### size 21 ###### gpa 3.423195155241973 ###### top Share 66.35676815294043 ###### count 125 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### ISYE ###### size 22 ###### gpa 3.629795980115166 ###### top Share 79.27647395270196 ###### count 65 ###### PSYCH ###### size 19 ###### gpa 3.4599315905844583 ###### top Share 69.18998825969474 ###### count 188 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### ISYE ###### size 21 ###### gpa 3.826924971533834 ###### top Share 92.62448121984468 ###### count 57 ###### PSYCH ###### size 19 ###### gpa 3.700347750222924 ###### top Share 83.03933802878836 ###### count 179 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### ISYE ###### size 25 ###### gpa 3.662696584191052 ###### top Share 81.34147885567297 ###### count 48 ###### PSYCH ###### size 18 ###### gpa 3.4120250428463477 ###### top Share 66.53408209766918 ###### count 226 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### ISYE ###### size 24 ###### gpa 3.6495043911288954 ###### top Share 80.48020872988452 ###### count 53 ###### PSYCH ###### size 20 ###### gpa 3.4539384055570475 ###### top Share 71.04450483819372 ###### count 201 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ISYE ###### size 23 ###### gpa 3.58121958026649 ###### top Share 78.36753571915544 ###### count 51 ###### PSYCH ###### size 22 ###### gpa 3.4456179696493945 ###### top Share 69.78973081733967 ###### count 189 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### ISYE ###### size 22 ###### gpa 3.6580253054677003 ###### top Share 83.06204049789541 ###### count 58 ###### PSYCH ###### size 21 ###### gpa 3.4758286943378804 ###### top Share 71.4472753270678 ###### count 184 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ISYE ###### size 25 ###### gpa 3.6267703884700335 ###### top Share 79.39124378770292 ###### count 52 ###### PSYCH ###### size 22 ###### gpa 3.483366078865603 ###### top Share 72.6281041106889 ###### count 186 ## instructor Trends ```json [ { "uid": "instructor_b1ca1214b3857dea17803a52", "name": "DOUGLAS WIEGMANN", "count": 118, "terms": [ { "term": "1084", "count": 15, "sections": 1, "gpa": 4 }, { "term": "1124", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1142", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1162", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1174", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 11, "sections": 1, "gpa": 3.8181818181818183 } ] }, { "uid": "instructor_6d6130084f2657c504044b59", "name": "JOHN LEE", "count": 46, "terms": [ { "term": "1102", "count": 10, "sections": 1, "gpa": 3.95 }, { "term": "1112", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1122", "count": 8, "sections": 1, "gpa": 3.9375 }, { "term": "1192", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 6, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_c6f5e432b6050f7fb1e28932", "name": "EDMOND RAMLY", "count": 24, "terms": [ { "term": "1224", "count": 15, "sections": 1, "gpa": 3.966666666666667 }, { "term": "1234", "count": 9, "sections": 1, "gpa": 3.611111111111111 } ] }, { "uid": "instructor_4c4796ceb285f7eaf4ec9d80", "name": "RANJANA MEHTA", "count": 18, "terms": [ { "term": "1242", "count": 12, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1262", "count": 6, "sections": 1, "gpa": 3.9166666666666665 } ] }, { "uid": "instructor_2e1d2f75dd4930dd57d4d2da", "name": "BEN-TZION KARSH", "count": 11, "terms": [ { "term": "1074", "count": 11, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_a8e7e2b9fa77aa983afccb3d", "name": "ROBERT RADWIN", "count": 11, "terms": [ { "term": "1254", "count": 11, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.