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4. Applying AI to Wearable Device Data /
3. Activity Classification /
data /
s2_bike_1.csv
| # | accx | accy | accz |
|---|---|---|---|
| 1 | 0.7466846397684402 | -1.4837779994958629 | 9.236839183417194 |
| 2 | 0.6853941907446331 | -1.5076190832180816 | 9.175021661583829 |
| 3 | 0.6723623344737905 | -1.5681203258297416 | 9.137448363084092 |
| 4 | 0.6721587117195585 | -1.5930396495192967 | 9.088540103025775 |
| 5 | 0.6477239812117285 | -1.593878280605003 | 9.015597526329357 |
| 6 | 0.6114791309584473 | -1.5587755794461584 | 8.918935493038134 |
| 7 | 0.5265684424437378 | -1.4976753146304225 | 8.870447046370876 |
| 8 | 0.47810622693654153 | -1.435377005406535 | 8.93131998807436 |
| 9 | 0.5151655682067504 | -1.4103378772761646 | 9.029136508190994 |
| 10 | 0.6615703284994989 | -1.4351373965249046 | 9.163896606720778 |
| 11 | 0.8326134420543093 | -1.473235208704128 | 9.262447800271763 |
| 12 | 0.9307596095940934 | -1.4509515827125068 | 9.288371277169627 |
| 13 | 0.9321849688737168 | -1.3198855244607124 | 9.230227122508023 |
| 14 | 0.9091755976455101 | -1.1993622570006528 | 9.219941694427089 |
| 15 | 0.8975691006542909 | -1.1259221347809545 | 9.28165426291269 |
| 16 | 0.958655926923866 | -1.124963699254433 | 9.403505099667424 |
| 17 | 1.0684085914548693 | -1.161863467025505 | 9.48914703144336 |
| 18 | 1.202188740985239 | -1.24728403332672 | 9.586333831473407 |
| 19 | 1.2502437109839715 | -1.3200053289015274 | 9.609843381372684 |
| 20 | 1.2622574534836546 | -1.3432473904196702 | 9.670086602989581 |
| 21 | 1.2007633817056156 | -1.3644527764439551 | 9.74145487946953 |
| 22 | 1.1268483219194296 | -1.398597042076278 | 9.75195021424599 |
| 23 | 1.0529332621332437 | -1.4452009695533787 | 9.737991418993296 |
| 24 | 0.9423661065853127 | -1.479465039626517 | 9.699473540363677 |
| 25 | 0.8806684120530418 | -1.515765785193513 | 9.613306841848917 |
| 26 | 0.8193779630292347 | -1.52774622927503 | 9.539629591718148 |
| 27 | 0.7578838912511957 | -1.5633281481971348 | 9.489671798182185 |
| 28 | 0.7210281727352187 | -1.5754283967194669 | 9.440553631428338 |
| 29 | 0.7332455379891337 | -1.5880078630050596 | 9.428379043087642 |
| 30 | 0.781911376250562 | -1.613166795576245 | 9.42858894978317 |
| 31 | 0.8059388612499282 | -1.6504259766697624 | 9.391960231413316 |
| 32 | 0.7821149990047939 | -1.603941853633477 | 9.283543423172453 |
| 33 | 0.6733804482449501 | -1.4848562394631994 | 9.090534216633301 |
| 34 | 0.5167945502406058 | -1.2686092237918203 | 8.898574543571797 |
| 35 | 0.39645350248954275 | -1.0873451048384701 | 8.803381857149278 |
| 36 | 0.3852542510067873 | -0.9909025299822594 | 8.804956157365748 |
| 37 | 0.4838076640550352 | -0.9314795273379358 | 8.89206743601039 |
| 38 | 0.6674753883722245 | -0.9208169321053857 | 9.040051656358516 |
| 39 | 0.8871843401884631 | -0.9705357750436807 | 9.22382496829438 |
| 40 | 1.0946759267507866 | -1.0194159868962696 | 9.43152764352058 |
| 41 | 1.2286596990353882 | -1.0552375147000048 | 9.602181786985867 |
| 42 | 1.3141812558127934 | -1.0667387410182612 | 9.736312165429062 |
| 43 | 1.3750644593281367 | -1.09081943362211 | 9.809359695473242 |
| 44 | 1.3257877528040127 | -1.1129832551729162 | 9.844624020322158 |
| 45 | 1.2893392797964995 | -1.0881837359241764 | 9.844519066974394 |
| 46 | 1.2280488307726924 | -1.0992057444791719 | 9.819225310163118 |
| 47 | 1.1301062859871402 | -1.097887895630205 | 9.769477423322684 |
| 48 | 1.0563948489551862 | -1.1210101527075325 | 9.731799171475183 |
| 49 | 0.9824797891690004 | -1.1549148094582251 | 9.754364141244578 |
| 50 | 0.9332030826448764 | -1.1900175106170696 | 9.740930112730705 |
| 51 | 0.8961437413746675 | -1.2259588428616202 | 9.703461767578734 |
| 52 | 0.8837227533665205 | -1.2391373313512888 | 9.630414237534552 |
| 53 | 0.8226359270969453 | -1.2391373313512888 | 9.556946894099312 |
| 54 | 0.8104185618430303 | -1.2402155713186251 | 9.48410927075066 |
| 55 | 0.8104185618430303 | -1.2411740068451467 | 9.435725777431166 |
| 56 | 0.8098076935803346 | -1.3023940761016977 | 9.374118162293328 |
| 57 | 0.7487208673107595 | -1.301914858338437 | 9.324790088843953 |
| 58 | 0.6758239212957331 | -1.2530346464858482 | 9.276301642176694 |
| 59 | 0.6520000590505988 | -1.1936116438415247 | 9.216478233950857 |
| 60 | 0.6161624543057813 | -1.1208903482667174 | 9.205248225740041 |
| 61 | 0.6165696998142451 | -1.0854282337854275 | 9.169564087500067 |
| 62 | 0.6051668255772579 | -1.0024037563005155 | 9.098300764367885 |
| 63 | 0.5815465860863555 | -0.9302814829297841 | 9.075001121164137 |
| 64 | 0.5575191010869892 | -0.8926628885138211 | 9.12380442787469 |
| 65 | 0.6063885621026494 | -0.879724008905783 | 9.23358562963649 |
| 66 | 0.7405759571414827 | -0.9283646118767414 | 9.367716008079686 |
| 67 | 0.9110082024335975 | -1.0018047340964398 | 9.501951339870645 |
| 68 | 1.0207608669646009 | -1.0260052311411039 | 9.62401208332091 |
| 69 | 1.057005717217882 | -1.0735675941447258 | 9.696324939930738 |
| 70 | 1.0810332022172482 | -1.109988144152537 | 9.708079714880377 |
| 71 | 1.0688158369633332 | -1.122208197115684 | 9.683520631503454 |
| 72 | 1.0195391304392092 | -1.1455700630746422 | 9.658226874692177 |
| 73 | 0.9582486814154022 | -1.1565920716296376 | 9.632933117880903 |
| 74 | 0.9211893401451933 | -1.181032177555932 | 9.57143045609083 |
| 75 | 0.8845372443834482 | -1.1807925686743017 | 9.534591831025445 |
| 76 | 0.8723198791295331 | -1.181032177555932 | 9.510242654344053 |
| 77 | 0.8841299988749843 | -1.218051749767819 | 9.473404029278667 |
| 78 | 0.8841299988749843 | -1.2185309675310798 | 9.449264759292802 |
| 79 | 0.823654040868105 | -1.170489386764197 | 9.376637042639679 |
| 80 | 0.7389469751076274 | -1.0861470604303185 | 9.280184916043986 |
| 81 | 0.6902811368461992 | -1.0494869015408768 | 9.255940692710357 |
| 82 | 0.6780637715922841 | -1.0487680748959858 | 9.279975009348457 |
| 83 | 0.7635853283696894 | -1.0620663678264695 | 9.3172334478049 |
| 84 | 0.8244685318850327 | -1.0872253003976549 | 9.32972289618889 |
| 85 | 0.8611206276467778 | -1.1002839844465082 | 9.317968121239252 |
| 86 | 0.8613242504010097 | -1.0764429007242897 | 9.306213346289613 |
| 87 | 0.8741524839176205 | -1.0280419066349618 | 9.343576738093821 |
| 88 | 0.8861662264173036 | -1.0514037725939196 | 9.391750324717787 |
| 89 | 0.9226146994248167 | -1.0639832388795123 | 9.404134819754013 |
| 90 | 0.9588595496780979 | -1.1122644285280252 | 9.44013381803728 |
| 91 | 1.0073217651852941 | -1.1598267915316471 | 9.524621262987806 |
| 92 | 1.0922324537000037 | -1.2204478385841224 | 9.597353932988694 |
| 93 | 1.140491046452968 | -1.281188690077413 | 9.621178342931264 |
| 94 | 1.1402874236987361 | -1.3052693826812618 | 9.62065357619244 |
| 95 | 1.1274591901821254 | -1.3542693989746657 | 9.559150914402368 |
| 96 | 1.0783861064122333 | -1.3783500915785145 | 9.497438345916768 |
| 97 | 1.0657614956498545 | -1.4157290771128472 | 9.411901367488595 |
| 98 | 1.0287021543796455 | -1.4514308004757674 | 9.38660761067732 |
| 99 | 0.9918464358636685 | -1.4635310489980995 | 9.337384490575708 |
| 100 | 0.9067321245947272 | -1.4159686859944776 | 9.203988785566866 |