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4. Applying AI to Wearable Device Data /
3. Activity Classification /
data /
s2_bike_0.csv
| # | accx | accy | accz |
|---|---|---|---|
| 1 | 1.3971359365949225 | -3.6664115849284435 | 8.371500834249645 |
| 2 | 1.3854814826693727 | -3.6173175683953187 | 8.408601303657045 |
| 3 | 1.4833788956439917 | -3.6183533071407434 | 8.4703830175431 |
| 4 | 1.6302250151059205 | -3.6328536495766874 | 8.520688738773472 |
| 5 | 1.8630810045384076 | -3.6020922088375773 | 8.52446166786575 |
| 6 | 2.046988287483585 | -3.594013446623266 | 8.539238973477174 |
| 7 | 2.279611187837561 | -3.6000207313467283 | 8.506068638540896 |
| 8 | 2.5245878093526204 | -3.593081281752384 | 8.533893990596447 |
| 9 | 2.7443908103884915 | -3.645282514521782 | 8.58451412258451 |
| 10 | 2.953005535655835 | -3.6146246476572146 | 8.551658198405923 |
| 11 | 3.039015405626393 | -3.5927705601287565 | 8.541125438023313 |
| 12 | 3.1003178332747856 | -3.5957742024904875 | 8.457177765720125 |
| 13 | 3.1254914537539733 | -3.549580254444552 | 8.385806523724533 |
| 14 | 3.126190720989506 | -3.4904395720808084 | 8.338487704692211 |
| 15 | 3.1136039107499123 | -3.5150901542219133 | 8.289439626492596 |
| 16 | 3.040413940097459 | -3.502557715402276 | 8.228129528743079 |
| 17 | 2.906154630875124 | -3.466928302559671 | 8.045299673146436 |
| 18 | 2.7723614998098114 | -3.3928729822618138 | 7.984303986154608 |
| 19 | 2.7238789714795235 | -3.3312465269090517 | 8.008985230633261 |
| 20 | 2.63903454690152 | -3.2541875642494635 | 8.16650502023587 |
| 21 | 2.6029057397323156 | -3.1782679142098424 | 8.32465363135386 |
| 22 | 2.688216342467341 | -3.2007434449855556 | 8.507011870813965 |
| 23 | 2.8590706370159027 | -3.2397907956880623 | 8.55700318128665 |
| 24 | 3.066753005969202 | -3.3046280411516404 | 8.558732440453944 |
| 25 | 3.164184240786799 | -3.3549649441792746 | 8.559204056590477 |
| 26 | 3.1881924158734316 | -3.392251539014559 | 8.522575203319612 |
| 27 | 3.029458753407442 | -3.36573662713169 | 8.460321873297024 |
| 28 | 2.956734960912011 | -3.279873885135993 | 8.460950694812404 |
| 29 | 2.9937961243952596 | -3.255844746242143 | 8.510313183769709 |
| 30 | 3.0907611810558344 | -3.328760753920033 | 8.582942068796061 |
| 31 | 3.2369080332822304 | -3.404473256210569 | 8.571466076140382 |
| 32 | 3.3345723571783386 | -3.456570915105425 | 8.475099178908447 |
| 33 | 3.382821796430115 | -3.5196474047017814 | 8.377789049403441 |
| 34 | 3.395175517591198 | -3.5337334516395558 | 8.280950536034972 |
| 35 | 3.3832879745871374 | -3.4997612207896296 | 8.160374010460918 |
| 36 | 3.4327028592314686 | -3.4659961376887884 | 8.101107582636383 |
| 37 | 3.4576433906321458 | -3.4304702987207256 | 8.102050814909452 |
| 38 | 3.4699971117932287 | -3.4304702987207256 | 8.114312834459357 |
| 39 | 3.43293594830998 | -3.4541887159909486 | 8.08915997384417 |
| 40 | 3.3100980039346837 | -3.4887823900881294 | 8.014330213513988 |
| 41 | 2.9681563257590495 | -3.424359440122721 | 7.829142277234673 |
| 42 | 2.284739147564803 | -3.2088222071998675 | 7.593491414346139 |
| 43 | 1.5162444557140424 | -2.952269719958201 | 7.514731519544834 |
| 44 | 1.1260533382866318 | -2.7590008700619757 | 7.730574504698908 |
| 45 | 1.3227805205499141 | -2.6583270640067074 | 8.207221213356704 |
| 46 | 2.019483776219287 | -2.7238893265920825 | 8.76026973613313 |
| 47 | 2.8879736827512663 | -2.7845836170739626 | 9.146523351955096 |
| 48 | 3.658799265387137 | -2.8601925454899564 | 9.264899002225322 |
| 49 | 4.234529289309302 | -2.86329976172623 | 9.163973149006884 |
| 50 | 4.56551578079492 | -2.836163406596106 | 9.096532041482412 |
| 51 | 4.786484227223346 | -2.7935945441591565 | 9.076095342232573 |
| 52 | 4.934029613920807 | -2.7376646519062295 | 9.030820193125237 |
| 53 | 4.970624599247034 | -2.7521649943421735 | 8.946400904685515 |
| 54 | 4.908622904363108 | -2.836059832721564 | 8.883518753147547 |
| 55 | 4.772731971591197 | -2.943465940622092 | 8.758540476965836 |
| 56 | 4.5512973470057485 | -3.0500434575262805 | 8.572094897655761 |
| 57 | 4.317742090337728 | -3.1436742401126616 | 8.42180655548002 |
| 58 | 4.13360171831404 | -3.20260777472732 | 8.260828247542822 |
| 59 | 3.998876230934683 | -3.2263261919975426 | 8.113369602186287 |
| 60 | 3.925453171203719 | -3.2276726523665946 | 7.954906580310609 |
| 61 | 3.790494594745851 | -3.251391069636817 | 7.807447934954074 |
| 62 | 3.5949328578751234 | -3.250148183142308 | 7.6353080451188875 |
| 63 | 3.289119986868694 | -3.2097543720707495 | 7.498696570902652 |
| 64 | 2.8376264417928905 | -3.0946837974540795 | 7.3128798131079575 |
| 65 | 2.0313713192233482 | -2.9258583819498742 | 7.002084779131552 |
| 66 | 1.1528585823153965 | -2.6439302954453057 | 6.861700375823039 |
| 67 | 0.8244360706934002 | -2.4158606237028146 | 7.078958209386718 |
| 68 | 1.1433019300964455 | -2.316429704142056 | 7.641910671030374 |
| 69 | 1.9756630294592197 | -2.2974756851007863 | 8.380147130086115 |
| 70 | 2.9793446015275773 | -2.310422419418593 | 8.91433100740115 |
| 71 | 3.873008128538744 | -2.326165648349047 | 9.168532104993385 |
| 72 | 4.521695034034852 | -2.338594513294142 | 9.298540953298135 |
| 73 | 4.938225217334005 | -2.33600516643058 | 9.304357552315397 |
| 74 | 5.1347193105187765 | -2.293539877868173 | 9.24729199979469 |
| 75 | 5.1962548272456806 | -2.259153351520077 | 9.23675923941208 |
| 76 | 5.232616723493396 | -2.2964399463553615 | 9.212392405691118 |
| 77 | 5.146373764444327 | -2.3559949242172746 | 9.137405439982091 |
| 78 | 4.999061466825376 | -2.40301746325955 | 9.013527601452296 |
| 79 | 4.814921094801687 | -2.4371968418585612 | 8.889335352164808 |
| 80 | 4.643600622096104 | -2.435643233740424 | 8.765929129771548 |
| 81 | 4.473212505704565 | -2.3616914873171098 | 8.655885364580104 |
| 82 | 4.3879019029695385 | -2.31280461853307 | 8.595204088345964 |
| 83 | 4.363893727882906 | -2.277071631815922 | 8.547099242419419 |
| 84 | 4.364126816961417 | -2.2785216660595164 | 8.474470357393066 |
| 85 | 4.3394193746392515 | -2.291779122000951 | 8.377003022509216 |
| 86 | 4.266229403986798 | -2.292918434620918 | 8.230802020183441 |
| 87 | 4.155978269851095 | -2.304725856318758 | 8.10802461930556 |
| 88 | 4.009132150389167 | -2.3038972653224183 | 7.972827993498929 |
| 89 | 3.813803502596951 | -2.254388953291124 | 7.813578944729026 |
| 90 | 3.6315278432013502 | -2.133000372327364 | 7.655901949747572 |
| 91 | 3.497734712136037 | -2.058012887158625 | 7.643325519439978 |
| 92 | 3.4613728158883217 | -2.0077795580055335 | 7.716268815224021 |
| 93 | 3.5476157749373907 | -1.9588926892214935 | 7.863570255201711 |
| 94 | 3.621505012825377 | -1.9085557861938593 | 8.071238560655848 |
| 95 | 3.609617469821316 | -1.8569759966717156 | 8.241491985944897 |
| 96 | 3.4518161636693705 | -1.7070010263342377 | 8.35090692962096 |
| 97 | 3.2700066824307923 | -1.5327897693538246 | 8.44837426450481 |
| 98 | 3.1247921865184405 | -1.3461496474283166 | 8.606994491759334 |
| 99 | 3.0888964684277465 | -1.2429900683840291 | 8.93508211740868 |
| 100 | 3.2357425878896753 | -1.2280754304499153 | 9.264112975331097 |