# COMPSCI/DS/ISYE 518: Wearable Technology | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_DS_ISYE_518) ## 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 cab5d183cdadf57b38d1373503f034413160a043d6ad02f1db8922490be34a62 ### course id COMPSCI/DS/ISYE 518 ### course uid course\_a8c45704b75d6c2bb35ddeb5 ### catalog version id bbcf1c7f3957251125b3606951d541d67167f572f110629b42c8e4397605728e ### course number 518 ### subjects * COMPSCI * DS * ISYE ### title WEARABLE TECHNOLOGY ### description Covers the design and construction of wearable computing platforms, combining technology with textiles and apparel. Intended for those with a background in textiles, computer science, engineering, or media arts. Explores fundamentals of electronic circuitry, programming, and maker skills, as well as applications such as sensor integration, interactive textiles, and wearable user interfaces. ### requirements text Sophomore standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 000deedabb0b59f16b01668ba2fd27a1fcc0db71b24c963dc52eecaa93f22f00 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary WEARABLE TECHNOLOGY covers the design and construction of wearable computing platforms, combining technology with textiles and apparel. ### llm topics * Electronic circuitry * Programming * Maker skills * Sensor integration * Interactive textiles * Wearable user interfaces ### llm skills * Design and construction of wearable computing platforms * Electronic circuitry, programming, and maker skills * Sensor integration, interactive textiles, and wearable user interfaces ### llm assumed background * Background in textiles, computer science, engineering, or media arts ### llm search phrases * wearable computing platforms * interactive textiles * sensor integration * wearable user interfaces * electronic circuitry programming ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 5d038f05c0a799297c13e1b96dea80355cba8233f2919e5f61fb46a799822ccd #### course id COMPSCI/DS/ISYE 518 #### 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 2019: 3.80 GPA, 86.4% A/AB (n=22 letter grades); Fall 2021: 3.72 GPA, 90.0% A/AB (n=30 letter grades); Fall 2022: 3.65 GPA, 80.8% A/AB (n=26 letter grades). ```json { "citations": [ { "course_id": "COMPSCI/DS/ISYE 518", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "31542425-4016-37d0-bcf5-1b85cfced299", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1194", "type": "grade" }, { "course_id": "COMPSCI/DS/ISYE 518", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "31542425-4016-37d0-bcf5-1b85cfced299", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI/DS/ISYE 518", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "31542425-4016-37d0-bcf5-1b85cfced299", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "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": [], "condition": "Sophomore standing", "course": null, "evidence": "Sophomore 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_a88284af99e9e64293c99780", "source": "madgrades", "source_instructor_id": "1653746", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KEVIN PONTO", "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": 3.739, "graded": 723, "counts": [ 521, 98, 71, 10, 18, 2, 3 ], "sections": 76 }, "instructor_url": "/instructors/KEVIN_PONTO--instructor_a88284af99e9e64293c99780" }, { "instructor_uid": "instructor_b453f7d48ac75f453c8b6d1d", "source": "madgrades", "source_instructor_id": "1325266", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MARIANNE FAIRBANKS", "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": 3.754, "graded": 419, "counts": [ 318, 53, 27, 7, 6, 5, 3 ], "sections": 100 }, "instructor_url": "/instructors/MARIANNE_FAIRBANKS--instructor_b453f7d48ac75f453c8b6d1d" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/DS/ISYE 518", "course_uid": "course_a8c45704b75d6c2bb35ddeb5", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Kevin Ponto", "Marianne Fairbanks" ], "a": 18, "ab": 1, "b": 2, "bc": 0, "c": 1, "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": 23, "source_aliases": [ "COMPSCI/DS/ISYE 518" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/DS/ISYE 518", "course_uid": "course_a8c45704b75d6c2bb35ddeb5", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Kevin Ponto", "Marianne Fairbanks" ], "a": 22, "ab": 5, "b": 1, "bc": 0, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "COMPSCI/DS/ISYE 518" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "COMPSCI/DS/ISYE 518", "course_uid": "course_a8c45704b75d6c2bb35ddeb5", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Kevin Ponto", "Marianne Fairbanks" ], "a": 19, "ab": 2, "b": 1, "bc": 2, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 26, "source_aliases": [ "COMPSCI/DS/ISYE 518" ] } ] ``` ### statistics #### gpa 3.718 #### graded 78 #### counts * 59 * 8 * 4 * 2 * 4 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a8c45704b75d6c2bb35ddeb5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a8c45704b75d6c2bb35ddeb5-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a8c45704b75d6c2bb35ddeb5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a8c45704b75d6c2bb35ddeb5-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a8c45704b75d6c2bb35ddeb5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a8c45704b75d6c2bb35ddeb5-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.717948717948718 #### count 78 #### university ##### size 2340 ##### gpa Percentile 55 ##### count Percentile 49 ##### median Count 79 ##### 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 | 23 | false | | 2.8–3.2 | 265 | false | | 3.2–3.6 | 690 | false | | 3.6–4.0 | 1362 | true | #### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 73, "gpaPercentile": 60, "countPercentile": 32, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 26, "current": false }, { "range": "3.6–4.0", "count": 34, "current": true } ] } }, { "subject": "DS", "comparison": { "size": 29, "gpaPercentile": 57, "countPercentile": 75, "medianCount": 61, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 20, "current": true } ] } }, { "subject": "ISYE", "comparison": { "size": 39, "gpaPercentile": 53, "countPercentile": 42, "medianCount": 87, "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": 12, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } } ] ``` ### terms #### 1194 ##### term 1194 ##### gpa 3.7954545454545454 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | DS | | | ISYE | | #### 1222 ##### term 1222 ##### gpa 3.716666666666667 ##### count 30 ##### university ###### size 1157 ###### gpa Percentile 60 ###### count Percentile 0 ###### 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 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "COMPSCI", "comparison": { "size": 46, "gpaPercentile": 76, "countPercentile": 0, "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": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } }, { "subject": "DS", "comparison": { "size": 12, "gpaPercentile": 64, "countPercentile": 0, "medianCount": 40.5, "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": 2, "current": false }, { "range": "3.6–4.0", "count": 9, "current": true } ] } }, { "subject": "ISYE", "comparison": { "size": 24, "gpaPercentile": 57, "countPercentile": 0, "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": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.6538461538461537 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | COMPSCI | | | DS | | | ISYE | | ### benchmarks #### all ##### school ###### size 2340 ###### gpa 3.612577116069446 ###### top Share 79.27985057069691 ###### count 79 ##### COMPSCI ###### size 73 ###### gpa 3.5190691174716324 ###### top Share 74.21769005733975 ###### count 143 ##### DS ###### size 29 ###### gpa 3.6232759360876408 ###### top Share 81.89118064683908 ###### count 61 ##### ISYE ###### size 39 ###### gpa 3.657904013414304 ###### top Share 81.77478665321875 ###### count 87 #### terms ##### 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 ###### DS ###### size 11 ###### gpa 3.5309138536745497 ###### top Share 77.20350801901606 ###### count 34 ###### ISYE ###### size 22 ###### gpa 3.629795980115166 ###### top Share 79.27647395270196 ###### count 65 ##### 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 ###### DS ###### size 12 ###### gpa 3.6331242946101185 ###### top Share 83.46446070919158 ###### count 40.5 ###### ISYE ###### size 24 ###### gpa 3.5982967550887195 ###### top Share 79.26400318090532 ###### count 48.5 ##### 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 ###### DS ###### size 11 ###### gpa 3.7551425596820334 ###### top Share 88.13990152148047 ###### count 45 ###### ISYE ###### size 24 ###### gpa 3.6150976595453543 ###### top Share 79.79311993423791 ###### count 53 ## instructor Trends ```json [ { "uid": "instructor_a88284af99e9e64293c99780", "name": "KEVIN PONTO", "count": 78, "terms": [ { "term": "1194", "count": 22, "sections": 1, "gpa": 3.7954545454545454 }, { "term": "1222", "count": 30, "sections": 1, "gpa": 3.716666666666667 }, { "term": "1232", "count": 26, "sections": 1, "gpa": 3.6538461538461537 } ] }, { "uid": "instructor_b453f7d48ac75f453c8b6d1d", "name": "MARIANNE FAIRBANKS", "count": 78, "terms": [ { "term": "1194", "count": 22, "sections": 1, "gpa": 3.7954545454545454 }, { "term": "1222", "count": 30, "sections": 1, "gpa": 3.716666666666667 }, { "term": "1232", "count": 26, "sections": 1, "gpa": 3.6538461538461537 } ] } ] ``` ## following None recorded.