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4. Applying AI to Wearable Device Data /
3. Activity Classification /
data /
s1_walk.csv
| # | accx | accy | accz |
|---|---|---|---|
| 1 | 2.9558484577913724 | -9.563392248646199 | 1.5947836429972935 |
| 2 | 3.016835918659389 | -9.576710080340533 | 1.6074375419975795 |
| 3 | 3.0773518269949207 | -9.650195973082473 | 1.6070451730363304 |
| 4 | 3.1619169144871706 | -9.748177163405062 | 1.6064566195944565 |
| 5 | 3.221646901935228 | -9.881355480348384 | 1.6291159271065967 |
| 6 | 3.256541789339093 | -10.049968742335556 | 1.6506962199753017 |
| 7 | 3.328374958454257 | -10.207642356859528 | 1.6609959052080927 |
| 8 | 3.3758445800577133 | -10.340582855379738 | 1.6834590282396082 |
| 9 | 3.411211019994063 | -10.460681159051843 | 1.730249026868573 |
| 10 | 3.410110730751599 | -10.555808528297074 | 1.7769409332572255 |
| 11 | 3.3843325256424373 | -10.663302455544185 | 1.786750157288455 |
| 12 | 3.370657502200382 | -10.795291680371943 | 1.784101666800023 |
| 13 | 3.3200441970470282 | -10.95034929224167 | 1.7806684383890927 |
| 14 | 3.2447529760269767 | -11.11729782526705 | 1.7523197809388393 |
| 15 | 3.1449410233177226 | -11.284246358292432 | 1.7117095934495492 |
| 16 | 3.081281431432293 | -11.511838589211647 | 1.670412760278073 |
| 17 | 3.017779023724358 | -11.714935522550215 | 1.6537370794249828 |
| 18 | 2.954433800193918 | -11.91922154800435 | 1.5765384862992067 |
| 19 | 2.9273981216647975 | -12.148240689462243 | 1.5115033309721548 |
| 20 | 2.9497182748690713 | -12.353240170185716 | 1.4960047570028123 |
| 21 | 2.9231541488724355 | -12.544684000791744 | 1.5164079429877697 |
| 22 | 2.957891852098806 | -12.71282162593269 | 1.5623151114539238 |
| 23 | 2.968423191990963 | -12.868592693071756 | 1.595960749881041 |
| 24 | 3.0042611844597977 | -12.93993822000568 | 1.6799277075883656 |
| 25 | 3.052988279483213 | -12.963482243893873 | 1.7648755876988131 |
| 26 | 3.0900837453720067 | -12.914016011886353 | 1.8872947036085574 |
| 27 | 3.1152332137711887 | -12.840054482298186 | 2.0100080962392384 |
| 28 | 3.1410114188803506 | -12.71757799439495 | 2.1698984479482797 |
| 29 | 3.130480078988193 | -12.546110911330421 | 2.3180177308198453 |
| 30 | 3.145569760027702 | -12.267149901018781 | 2.4684912274589057 |
| 31 | 3.1608166252447063 | -11.98890234597648 | 2.5826705951824174 |
| 32 | 3.127336395438295 | -11.68592167493042 | 2.6844903406265797 |
| 33 | 3.0949564548743482 | -11.287100179369789 | 2.763748870798914 |
| 34 | 3.0136922351094912 | -10.87543648896105 | 2.818484340893175 |
| 35 | 2.981626662900534 | -10.44118004835657 | 2.8742988256308704 |
| 36 | 2.912622808980278 | -10.030229813217172 | 2.9049036046083065 |
| 37 | 2.880085684238836 | -9.644250512504646 | 2.9476718213844673 |
| 38 | 2.822556275275707 | -9.305834896414737 | 2.9771975857184683 |
| 39 | 2.814068329690983 | -8.956955269707851 | 2.9833773968581427 |
| 40 | 2.8047944632187845 | -8.69178772793677 | 3.0122165155099574 |
| 41 | 2.807309410058703 | -8.450402028476995 | 3.0649901407979723 |
| 42 | 2.784832072676934 | -8.268946571641717 | 3.1042270369228904 |
| 43 | 2.7625119194726597 | -8.076313648920124 | 3.0953006430544714 |
| 44 | 2.72714547953631 | -7.943373150399913 | 3.097164395620405 |
| 45 | 2.679204305400369 | -7.845867596923552 | 3.110406848062565 |
| 46 | 2.655783862953631 | -7.749075498716529 | 3.111780139426937 |
| 47 | 2.6564125996636103 | -7.689145256092033 | 3.10079380851196 |
| 48 | 2.6571985205510846 | -7.629215013467538 | 3.101872823155395 |
| 49 | 2.70623998392949 | -7.6173240923118835 | 3.1512132200324796 |
| 50 | 2.7059256155745 | -7.641343753046304 | 3.150722758830918 |
| 51 | 2.7670702606200113 | -7.64253284516187 | 3.163670934552141 |
| 52 | 2.742392344753314 | -7.666790324319404 | 3.1265920677140935 |
| 53 | 2.7546527105979153 | -7.667503779588743 | 3.102559468837581 |
| 54 | 2.766598708087527 | -7.703889998325044 | 3.089905569837295 |
| 55 | 2.742549528930809 | -7.668217234858083 | 3.0418403720842706 |
| 56 | 2.7180287972416064 | -7.668455053281195 | 3.005153874207472 |
| 57 | 2.6691445180406963 | -7.655850676856202 | 2.980532721889086 |
| 58 | 2.6078426888176898 | -7.66726596116563 | 2.9310942327716893 |
| 59 | 2.5217057595504913 | -7.7138783720957935 | 2.9048055123679943 |
| 60 | 2.447514827772904 | -7.7733329778740625 | 2.8542880086071625 |
| 61 | 2.3610635301507155 | -7.856331607540527 | 2.8031819514044565 |
| 62 | 2.310764593352351 | -7.9635877163645254 | 2.7884681153576123 |
| 63 | 2.223998927375173 | -8.07060600676541 | 2.74903503475207 |
| 64 | 2.1370760772204997 | -8.177386478743182 | 2.7095038619062146 |
| 65 | 2.0624135929104277 | -8.284404769144068 | 2.6823323113397093 |
| 66 | 1.9872795560678713 | -8.439700199436906 | 2.6422125850519804 |
| 67 | 1.8880963400685968 | -8.545291579299114 | 2.6510408866800868 |
| 68 | 1.764235208202625 | -8.675378256741967 | 2.622790321470146 |
| 69 | 1.653105994713739 | -8.76907871544852 | 2.6073898397411157 |
| 70 | 1.5542371470694543 | -8.851363889845645 | 2.5924798192136467 |
| 71 | 1.4432651177580633 | -8.909153766662122 | 2.5777659831668025 |
| 72 | 1.3443962701137786 | -8.990963304213022 | 2.574921308197746 |
| 73 | 1.2703625225136863 | -9.049704454721951 | 2.560697933352463 |
| 74 | 1.2082747724032055 | -9.120574344809649 | 2.5464745585071804 |
| 75 | 1.170864938159422 | -9.17931549531858 | 2.5690357737790084 |
| 76 | 1.1457154697602399 | -9.250898840675616 | 2.5674662979340117 |
| 77 | 1.1444579963402808 | -9.35863058634584 | 2.5896351442445904 |
| 78 | 1.168192807142009 | -9.418798647393448 | 2.6130791896792287 |
| 79 | 1.166778149544555 | -9.550550053798094 | 2.6349537592688703 |
| 80 | 1.1898842236363034 | -9.670886175893312 | 2.657318790060074 |
| 81 | 1.2502429477943406 | -9.75578735294468 | 2.692926273293437 |
| 82 | 1.3223904852644943 | -9.86470819073047 | 2.740402917604588 |
| 83 | 1.3824348410675416 | -9.973629028516259 | 2.775519939636389 |
| 84 | 1.50393821027109 | -10.05876802399074 | 2.860467819746837 |
| 85 | 1.6007636636079412 | -10.156511395890217 | 2.896369579701137 |
| 86 | 1.6856431194551809 | -10.229283833362818 | 2.968859745291923 |
| 87 | 1.7461590277907129 | -10.289451894410426 | 3.0290883808436724 |
| 88 | 1.795043306991623 | -10.289451894410426 | 3.0902979387985443 |
| 89 | 1.844084770370028 | -10.277560973254772 | 3.151703681234041 |
| 90 | 1.869391422946705 | -10.204788535782171 | 3.213894161592036 |
| 91 | 1.8824377096787808 | -10.132491735155796 | 3.2395943285538573 |
| 92 | 1.9079015464329527 | -10.035699636948772 | 3.3021771778731015 |
| 93 | 1.908687467320427 | -9.951036278320517 | 3.3279754370752355 |
| 94 | 1.9346228566070838 | -9.830937974648412 | 3.3546565264401798 |
| 95 | 1.935565961672053 | -9.73414587644139 | 3.39271631568135 |
| 96 | 1.9489266167591186 | -9.638542870349932 | 3.3825147226888714 |
| 97 | 1.9864936351803968 | -9.555306422260355 | 3.3845746597354296 |
| 98 | 1.9751763744007649 | -9.4706430636321 | 3.398013296658214 |
| 99 | 1.9761194794657342 | -9.38645534185007 | 3.399582772503211 |
| 100 | 1.9648022186861023 | -9.314871996493034 | 3.3523023126726845 |