# ECE/ME 441: Kinematics, Dynamics, and Control of Robotic Manipulators | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_ME_441) ## 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 6a61b6060cf5dd646b8981bc319a7561e106754fc1d0c571fdc627ffa3c240de ### course id ECE/ME 441 ### course uid course\_fb0220247ab89d2d0c1d21e4 ### catalog version id 527effe1b4aac4314bcf603c2d6a6cd34c3ea254cf1bc111494ab246dc638428 ### course number 441 ### subjects * ECE * ME ### title KINEMATICS, DYNAMICS, AND CONTROL OF ROBOTIC MANIPULATORS ### description Robotics analysis and design, focusing on the analytical fundamentals specific to robotic manipulators. Serial chain robotic manipulator forward and inverse kinematics, differential kinematics, dynamics, trajectory generation, and controls. Builds on knowledge of high-level computational programming language such as Matlab. ### requirements text M E 340and (MATH 320,340,341, or375), graduate/professional standing, or member of Engineering Guest Students. Not open to students with credit for E C E 739 prior to fall 2024. ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 411e438fe4e63fa1dec8fbf286211d1d9c3e14acdac1781a42a547fe6f8e829e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Analysis and design of robotic manipulators covering kinematics, dynamics, and controls. ### llm topics * Kinematics and dynamics * Trajectory generation and controls ### llm skills * Robotics analysis and design * Kinematics, dynamics, and controls ### llm assumed background * Programming and dynamics background * Linear algebra and differential equations ### llm search phrases * robotic manipulator kinematics dynamics control * serial chain robot forward inverse kinematics * robotics trajectory generation controls ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 4a539fdfba3414facc26d8337098f12d8a6b2c0086e1cd2d956016e2294f81dc #### course id ECE/ME 441 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2016: 2.43 GPA, 20.0% A/AB (n=15 letter grades); Spring 2025: 3.93 GPA, 96.3% A/AB (n=54 letter grades); Spring 2026: 3.74 GPA, 92.6% A/AB (n=27 letter grades). ```json { "citations": [ { "course_id": "ECE/ME 441", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "79d53326-6ed9-3fa9-94cb-3fa9793959ee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "ECE/ME 441", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "79d53326-6ed9-3fa9-94cb-3fa9793959ee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ECE/ME 441", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "79d53326-6ed9-3fa9-94cb-3fa9793959ee", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "M E 340and (MATH 320,340,341, or375), graduate/professional standing, or member of Engineering Guest Students. 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441" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/ME 441", "course_uid": "course_fb0220247ab89d2d0c1d21e4", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "Sundaram Gunasekaran" ], "a": 2, "ab": 2, "b": 5, "bc": 4, "c": 2, "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": 18, "source_aliases": [ "ECE/ME 441" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/ME 441", "course_uid": "course_fb0220247ab89d2d0c1d21e4", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Sundaram Gunasekaran" ], "a": 0, "ab": 3, "b": 3, "bc": 2, "c": 5, "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": 15, "source_aliases": [ "ECE/ME 441" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/ME 441", "course_uid": "course_fb0220247ab89d2d0c1d21e4", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "MICHAEL ZINN", "YISEN WANG" ], "a": 48, "ab": 4, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 55, "source_aliases": [ "ECE/ME 441" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/ME 441", "course_uid": "course_fb0220247ab89d2d0c1d21e4", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "DEVANSH MISHRA", "MICHAEL ZINN" ], "a": 21, "ab": 4, "b": 1, "bc": 0, "c": 0, "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": 27, "source_aliases": [ "ECE/ME 441" ] } ] ``` ### statistics #### gpa 3.174 #### graded 193 #### counts * 79 * 26 * 35 * 19 * 21 * 11 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_fb0220247ab89d2d0c1d21e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_fb0220247ab89d2d0c1d21e4-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_fb0220247ab89d2d0c1d21e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_fb0220247ab89d2d0c1d21e4-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_fb0220247ab89d2d0c1d21e4-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_fb0220247ab89d2d0c1d21e4-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.173575129533679 #### count 193 #### university ##### size 3813 ##### gpa Percentile 10 ##### count Percentile 63 ##### median Count 124 ##### 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 | 29 | false | | 2.8–3.2 | 393 | true | | 3.2–3.6 | 1191 | false | | 3.6–4.0 | 2200 | false | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 108, "gpaPercentile": 15, "countPercentile": 58, "medianCount": 143, "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": 19, "current": true }, { "range": "3.2–3.6", "count": 40, "current": false }, { "range": "3.6–4.0", "count": 49, "current": false } ] } }, { "subject": "ME", "comparison": { "size": 65, "gpaPercentile": 13, "countPercentile": 53, "medianCount": 167, "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": 22, "current": false }, { "range": "3.6–4.0", "count": 34, "current": false } ] } } ] ``` ### terms #### 1094 ##### term 1094 ##### gpa 2.7857142857142856 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1114 ##### term 1114 ##### gpa 2.5416666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1124 ##### term 1124 ##### gpa 2.5476190476190474 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1134 ##### term 1134 ##### gpa 2.911764705882353 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1144 ##### term 1144 ##### gpa 2.75 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1154 ##### term 1154 ##### gpa 2.75 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1164 ##### term 1164 ##### gpa 2.433333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | #### 1254 ##### term 1254 ##### gpa 3.925925925925926 ##### count 54 ##### university ###### size 1289 ###### gpa Percentile 85 ###### count Percentile 40 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 128 | false | | 3.2–3.6 | 379 | false | | 3.6–4.0 | 765 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 85, "countPercentile": 26, "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": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } }, { "subject": "ME", "comparison": { "size": 28, "gpaPercentile": 85, "countPercentile": 22, "medianCount": 121.5, "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": 8, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1264 ##### term 1264 ##### gpa 3.740740740740741 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | ME | | ### benchmarks #### all ##### school ###### size 3813 ###### gpa 3.6157306282502484 ###### top Share 79.09107029132343 ###### count 124 ##### ECE ###### size 108 ###### gpa 3.5308580178487676 ###### top Share 74.1196571658304 ###### count 143 ##### ME ###### size 65 ###### gpa 3.5473677092652323 ###### top Share 74.55818475007041 ###### count 167 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### ECE ###### size 20 ###### gpa 3.110370466319829 ###### top Share 50.72606982804236 ###### count 46 ###### ME ###### size 16 ###### gpa 3.3145257855848764 ###### top Share 60.56238862874501 ###### count 88 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### ECE ###### size 16 ###### gpa 3.0875185917763455 ###### top Share 46.018020594418786 ###### count 47.5 ###### ME ###### size 19 ###### gpa 3.3467279257469214 ###### top Share 62.869017927773804 ###### count 71 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### ECE ###### size 18 ###### gpa 3.260010533524362 ###### top Share 55.57892737058536 ###### count 46.5 ###### ME ###### size 17 ###### gpa 3.2438208716751173 ###### top Share 55.650195662733246 ###### count 76 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### ECE ###### size 18 ###### gpa 3.1709531378777993 ###### top Share 48.482368483424565 ###### count 52 ###### ME ###### size 19 ###### gpa 3.300206926769953 ###### top Share 57.291267321613304 ###### count 81 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### ECE ###### size 18 ###### gpa 3.0763591673236226 ###### top Share 47.17040644572389 ###### count 55.5 ###### ME ###### size 19 ###### gpa 3.26616044613599 ###### top Share 56.79103300307398 ###### count 76 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### ECE ###### size 22 ###### gpa 3.144458106909116 ###### top Share 49.77358787545943 ###### count 49 ###### ME ###### size 19 ###### gpa 3.2194204844463745 ###### top Share 53.33027979920354 ###### count 88 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.2619273221601444 ###### top Share 56.5536768995059 ###### count 60.5 ###### ME ###### size 17 ###### gpa 3.1756785264956235 ###### top Share 48.983764154886465 ###### count 79 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### ECE ###### size 26 ###### gpa 3.3422063178165016 ###### top Share 62.38776016208119 ###### count 69 ###### ME ###### size 19 ###### gpa 3.3179505823717044 ###### top Share 58.24056457780153 ###### count 82 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### ECE ###### size 29 ###### gpa 3.3963570521991486 ###### top Share 65.23099367558979 ###### count 59 ###### ME ###### size 19 ###### gpa 3.2360192544570516 ###### top Share 54.25699760318183 ###### count 102 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### ECE ###### size 31 ###### gpa 3.3403984750469933 ###### top Share 63.036290719914646 ###### count 63 ###### ME ###### size 22 ###### gpa 3.2267752869123982 ###### top Share 53.24290112398058 ###### count 82 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### ECE ###### size 32 ###### gpa 3.3387002225789923 ###### top Share 63.627072447149246 ###### count 83.5 ###### ME ###### size 20 ###### gpa 3.3362830671058554 ###### top Share 61.64619678303988 ###### count 88.5 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### ECE ###### size 40 ###### gpa 3.5198762319632855 ###### top Share 74.0918065550377 ###### count 87.5 ###### ME ###### size 28 ###### gpa 3.6206917860927894 ###### top Share 78.31689014028125 ###### count 121.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### ECE ###### size 45 ###### gpa 3.5814138447018746 ###### top Share 77.53027985486403 ###### count 73 ###### ME ###### size 25 ###### gpa 3.5110862399220912 ###### top Share 72.3479757717731 ###### count 131 ## instructor Trends ```json [ { "uid": "instructor_0302048966cc03f9f593b1d8", "name": "SUNDARAM GUNASEKARAN", "count": 112, "terms": [ { "term": "1094", "count": 7, "sections": 2, "gpa": 2.7857142857142856 }, { "term": "1114", "count": 12, "sections": 1, "gpa": 2.5416666666666665 }, { "term": "1124", "count": 21, "sections": 1, "gpa": 2.5476190476190474 }, { "term": "1134", "count": 17, "sections": 1, "gpa": 2.911764705882353 }, { "term": "1144", "count": 24, "sections": 1, "gpa": 2.75 }, { "term": "1154", "count": 16, "sections": 1, "gpa": 2.75 }, { "term": "1164", "count": 15, "sections": 1, "gpa": 2.433333333333333 } ] }, { "uid": "instructor_2f6d15019d492ea0d853ea99", "name": "MICHAEL ZINN", "count": 81, "terms": [ { "term": "1254", "count": 54, "sections": 1, "gpa": 3.925925925925926 }, { "term": "1264", "count": 27, "sections": 1, "gpa": 3.740740740740741 } ] }, { "uid": "instructor_f126c4857dda6d2f04456822", "name": "YISEN WANG", "count": 54, "terms": [ { "term": "1254", "count": 54, "sections": 1, "gpa": 3.925925925925926 } ] }, { "uid": "instructor_89008b40c7e413034ce24b60", "name": "DEVANSH MISHRA", "count": 27, "terms": [ { "term": "1264", "count": 27, "sections": 1, "gpa": 3.740740740740741 } ] } ] ``` ## following None recorded.