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4. Applying AI to Wearable Device Data /
3. Activity Classification /
data /
s3_walk.csv
| # | accx | accy | accz |
|---|---|---|---|
| 1 | 1.8734122492347096 | -8.98738562760324 | 0.2465561058434001 |
| 2 | 1.8608625959038232 | -9.010859522201963 | 0.2580297612342512 |
| 3 | 1.8362652753752862 | -9.022700336291585 | 0.23329765961397217 |
| 4 | 1.824468601244253 | -8.985931492539603 | 0.2580297612342512 |
| 5 | 1.787823613518065 | -8.985516025378564 | 0.23329765961397217 |
| 6 | 1.726330312196722 | -8.996318171565585 | 0.2322777791347854 |
| 7 | 1.7017329916681847 | -9.007951252074688 | 0.21978424326474755 |
| 8 | 1.6653389970086143 | -8.982400021670768 | 0.25599000027587765 |
| 9 | 1.6281920231491909 | -9.005666182688971 | 0.2549701197966909 |
| 10 | 1.6281920231491909 | -9.005042981947412 | 0.27919228117737654 |
| 11 | 1.6281920231491909 | -9.004212047625334 | 0.3276366039387478 |
| 12 | 1.6276900370159555 | -9.051990771144858 | 0.3388552892098022 |
| 13 | 1.6156423698183047 | -9.027270475063018 | 0.36333242071028454 |
| 14 | 1.615391376751687 | -9.062585183751363 | 0.39902823748182126 |
| 15 | 1.6030927164874182 | -9.049913435339663 | 0.42325039886250687 |
| 16 | 1.590543063156532 | -9.073179596357866 | 0.44696262000359915 |
| 17 | 1.615140383685069 | -9.060923315107205 | 0.48367831725432264 |
| 18 | 1.6025907303541829 | -9.084604943286449 | 0.4951519726451737 |
| 19 | 1.6025907303541829 | -9.084397209705928 | 0.5073905383954149 |
| 20 | 1.6269370578161022 | -9.09623802379555 | 0.5438512655263417 |
| 21 | 1.6023397372875652 | -9.107455637143612 | 0.5553249209171928 |
| 22 | 1.6266860647494845 | -9.119919651974794 | 0.5555798910369895 |
| 23 | 1.6266860647494845 | -9.131760466064414 | 0.5673085165476373 |
| 24 | 1.6389847250137533 | -9.119919651974794 | 0.5798020524176751 |
| 25 | 1.6138854183519806 | -9.167282908333279 | 0.5785272018186917 |
| 26 | 1.6507813991447864 | -9.155857561404696 | 0.5915306779283229 |
| 27 | 1.6382317458139 | -9.1791237224229 | 0.6149879289496184 |
| 28 | 1.6623270802092016 | -9.215892566174883 | 0.6147329588298217 |
| 29 | 1.7233183953973092 | -9.241028329417764 | 0.6272264946998596 |
| 30 | 1.7471627367259932 | -9.289222520098328 | 0.6509387158409519 |
| 31 | 1.8202017191117517 | -9.32661456459187 | 0.6634322517109897 |
| 32 | 1.819699732978516 | -9.374808755272435 | 0.662412371231803 |
| 33 | 1.8929897084308922 | -9.387480503684134 | 0.7116216043525643 |
| 34 | 1.905037375628543 | -9.42362614669456 | 0.7233502298632121 |
| 35 | 1.9288817169572272 | -9.472235804536162 | 0.7228402896236187 |
| 36 | 1.9778253649476838 | -9.472443538116682 | 0.7717945526245833 |
| 37 | 1.9898730321453346 | -9.496332899876444 | 0.7957617438854723 |
| 38 | 2.0383146940025556 | -9.533101743628427 | 0.8199839052661579 |
| 39 | 2.050362361200207 | -9.545150291298569 | 0.8319675008966024 |
| 40 | 2.0624100283978577 | -9.569039653058331 | 0.8559346921574913 |
| 41 | 2.0744576955955085 | -9.593344481979134 | 0.8556797220376946 |
| 42 | 2.1111026833216964 | -9.605808496810313 | 0.8681732579077325 |
| 43 | 2.123150350519347 | -9.618064778060974 | 0.880156853538177 |
| 44 | 2.1103497041218433 | -9.654210421071399 | 0.8551697817981012 |
| 45 | 2.122648364386112 | -9.66646670232206 | 0.8551697817981012 |
| 46 | 2.1100987110552256 | -9.6785152499922 | 0.8426762459280634 |
| 47 | 2.085501390526688 | -9.689940596920783 | 0.8421663056884701 |
| 48 | 2.0732027302624196 | -9.714245425841584 | 0.8171792339483943 |
| 49 | 2.0852503974600705 | -9.726293973511726 | 0.8294177996986355 |
| 50 | 2.0606530769315334 | -9.738134787601346 | 0.8044307279585597 |
| 51 | 2.0481034236006472 | -9.749975601690968 | 0.804175757838763 |
| 52 | 2.048354416667265 | -9.737719320440307 | 0.8164143235890042 |
| 53 | 2.0486054097338826 | -9.726086239931206 | 0.7924471323281153 |
| 54 | 2.0360557564029964 | -9.737511586859789 | 0.804175757838763 |
| 55 | 2.0235061030721098 | -9.761400948619551 | 0.8036658175991697 |
| 56 | 1.9991597756101904 | -9.760362280716953 | 0.827378038740262 |
| 57 | 1.9863591292126865 | -9.796300190146857 | 0.8146295327504274 |
| 58 | 1.9743114620150355 | -9.783836175315676 | 0.8266131283808719 |
| 59 | 1.962012801750767 | -9.795469255824777 | 0.8263581582610752 |
| 60 | 1.9492121553532629 | -9.843455712924822 | 0.8253382777818884 |
| 61 | 1.961008829484296 | -9.879601355935247 | 0.824828337542295 |
| 62 | 1.961008829484296 | -9.879601355935247 | 0.824828337542295 |
| 63 | 1.9484591761534098 | -9.90369845127553 | 0.8120798315524604 |
| 64 | 1.9482081830867921 | -9.92779554661581 | 0.8115698913128672 |
| 65 | 1.9482081830867921 | -9.939428627124913 | 0.8235534869433115 |
| 66 | 1.9597538641512073 | -9.987830551385997 | 0.8227885765839215 |
| 67 | 1.9474552038869388 | -9.999463631895098 | 0.8345172020945693 |
| 68 | 1.984100191613127 | -10.000294566217178 | 0.8350271423341626 |
| 69 | 1.9963988518773954 | -10.012550847467839 | 0.8350271423341626 |
| 70 | 2.020494186272697 | -10.03727114354968 | 0.8227885765839215 |
| 71 | 2.007944532941811 | -10.060952771728923 | 0.8342622319747726 |
| 72 | 2.0199922001394617 | -10.097098414739346 | 0.8337522917351792 |
| 73 | 2.007693539875193 | -10.096475213997786 | 0.8579744531158648 |
| 74 | 1.995143886544307 | -10.108523761667929 | 0.845480917245827 |
| 75 | 2.031788874270495 | -10.13324405774977 | 0.845480917245827 |
| 76 | 2.056135201732414 | -10.14570807258095 | 0.8577194829960681 |
| 77 | 2.056135201732414 | -10.14570807258095 | 0.8577194829960681 |
| 78 | 2.0681828689300654 | -10.157964353831611 | 0.8577194829960681 |
| 79 | 2.068433861996683 | -10.133867258491328 | 0.8579744531158648 |
| 80 | 2.080481529194334 | -10.14570807258095 | 0.8821966144965505 |
| 81 | 2.0679318758634473 | -10.169181967179673 | 0.8936702698874016 |
| 82 | 2.092278203325367 | -10.181853715591373 | 0.8939252400071983 |
| 83 | 2.0676808827968296 | -10.193279062519956 | 0.8931603296478082 |
| 84 | 2.0676808827968296 | -10.205535343770617 | 0.880921763897567 |
| 85 | 2.067429889730212 | -10.2296324391109 | 0.8804118236579737 |
| 86 | 2.0669279035969765 | -10.266193549282363 | 0.8556797220376946 |
| 87 | 2.0789755707946274 | -10.290913845364203 | 0.8312025905372123 |
| 88 | 2.0661749243971235 | -10.351156583714909 | 0.8057055785575432 |
| 89 | 2.0651709521306527 | -10.435288683825378 | 0.804175757838763 |
| 90 | 2.0521193126665307 | -10.507579969846224 | 0.7784237757392973 |
| 91 | 2.0267690129381406 | -10.591296602795655 | 0.7644004191504793 |
| 92 | 2.00141871320975 | -10.675220969325602 | 0.750632032681458 |
| 93 | 2.012713401207548 | -10.74688905460489 | 0.7858179092134013 |
| 94 | 1.9999127548100437 | -10.794460044543897 | 0.796781624364659 |
| 95 | 1.9625147878840024 | -10.853248647830965 | 0.8194739650265646 |
| 96 | 1.9256188070911966 | -10.86321985969591 | 0.8791369730589902 |
| 97 | 1.8764241660341223 | -10.885447352811514 | 0.9143228495909336 |
| 98 | 1.8520778385722028 | -10.872360137238775 | 0.9505286066020636 |
| 99 | 1.8277315111102834 | -10.859272921666035 | 0.9747507679827493 |
| 100 | 1.8033851836483639 | -10.846601173254335 | 0.9747507679827493 |