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4. Applying AI to Wearable Device Data /
3. Activity Classification /
data /
s1_bike_1.csv
| # | accx | accy | accz |
|---|---|---|---|
| 1 | 3.127096687484839 | -2.2173912153555366 | 8.930128881395136 |
| 2 | 3.17445922145759 | -2.361679578200894 | 8.976558425183297 |
| 3 | 3.17445922145759 | -2.3740615918251016 | 8.964411160820116 |
| 4 | 3.1499008705087563 | -2.3738088976695053 | 8.951993957248863 |
| 5 | 3.101076529931908 | -2.361174189889702 | 8.915012285743178 |
| 6 | 3.0768105403038937 | -2.361679578200894 | 8.866423228290449 |
| 7 | 3.0276938384062264 | -2.361174189889702 | 8.829441556784763 |
| 8 | 3.003427848778212 | -2.336915550952479 | 8.81729429242158 |
| 9 | 2.9791618591501976 | -2.337168245108075 | 8.768705234968854 |
| 10 | 2.966590322354961 | -2.348792176265494 | 8.780312620915893 |
| 11 | 2.978869497829378 | -2.3480340937987063 | 8.828901678368622 |
| 12 | 2.9543111468805443 | -2.3596580249561256 | 8.816214535589298 |
| 13 | 2.954018785559725 | -2.383663969737752 | 8.827821921536339 |
| 14 | 3.0148299402901704 | -2.4326866359233903 | 8.852116450262702 |
| 15 | 3.1001994459694497 | -2.445068649547598 | 8.925809854066005 |
| 16 | 3.1116015374814086 | -2.5282050267387057 | 8.997073804996672 |
| 17 | 3.123588351635006 | -2.540334346207317 | 9.008951130151782 |
| 18 | 3.0861661025701164 | -2.6004755552391825 | 8.959012376658702 |
| 19 | 3.073886927095699 | -2.612352180552198 | 8.946595173087449 |
| 20 | 3.036757039351629 | -2.6356000428670368 | 8.945515416255168 |
| 21 | 2.9756535233003643 | -2.647476668180052 | 8.883969276815046 |
| 22 | 2.9756535233003643 | -2.636105431178229 | 8.84779742293357 |
| 23 | 2.926829182723516 | -2.6244815000208095 | 8.762766572391298 |
| 24 | 2.9151347298907377 | -2.601486331861567 | 8.70257012899153 |
| 25 | 2.9396930808395716 | -2.59036778901534 | 8.678815478681308 |
| 26 | 3.013368133686073 | -2.566867232544905 | 8.7406315573295 |
| 27 | 3.049620937467685 | -2.5898624007041477 | 8.837539733026883 |
| 28 | 3.123003628993367 | -2.6146264279525626 | 8.886668668895753 |
| 29 | 3.1349904431469646 | -2.6391377610453817 | 8.8742514653245 |
| 30 | 3.0861661025701164 | -2.6151318162637547 | 8.81351514350859 |
| 31 | 3.026232031802129 | -2.5064733293574437 | 8.766275782096217 |
| 32 | 2.941154887443669 | -2.4569452748606135 | 8.741711314161783 |
| 33 | 2.843798567610792 | -2.382147804804176 | 8.766005842888147 |
| 34 | 2.8072534025083606 | -2.3813897223373877 | 8.765465964472005 |
| 35 | 2.868356918559626 | -2.3834112755821564 | 8.729833989006671 |
| 36 | 3.001966042174115 | -2.49383862157764 | 8.778153107251327 |
| 37 | 3.159841155416618 | -2.5928947305713006 | 8.814864839548944 |
| 38 | 3.2811711035566895 | -2.7035747707223803 | 8.826742164704056 |
| 39 | 3.2437488544918 | -2.7642213680654377 | 8.75250888248461 |
| 40 | 3.1089702855940335 | -2.7985877732265036 | 8.677465782640954 |
| 41 | 2.913380561965821 | -2.759167484953516 | 8.61483988636855 |
| 42 | 2.681830395876817 | -2.6702191421836985 | 8.588925722393762 |
| 43 | 2.462559405262229 | -2.5463990059416233 | 8.51550225779853 |
| 44 | 2.390346159019825 | -2.4501225326595195 | 8.443698428451722 |
| 45 | 2.4400475835591315 | -2.378610086625831 | 8.46988253163458 |
| 46 | 2.5990921420849125 | -2.3813897223373877 | 8.508213899180621 |
| 47 | 2.782110328917888 | -2.4569452748606135 | 8.55788271346563 |
| 48 | 2.939985442160391 | -2.5795019403247084 | 8.61834909607347 |
| 49 | 3.049036214826046 | -2.6770418843847925 | 8.678815478681308 |
| 50 | 3.0721327591707825 | -2.7849422888243156 | 8.713367697314359 |
| 51 | 3.034710510105893 | -2.855949346546812 | 8.735772651584227 |
| 52 | 2.9610354572593915 | -2.8779337380836703 | 8.746570219907056 |
| 53 | 2.9116263940409044 | -2.901686988709701 | 8.709048669985227 |
| 54 | 2.9110416713992655 | -2.961070115274778 | 8.74441070624249 |
| 55 | 2.8858985978087928 | -3.0328352554640627 | 8.730643806630884 |
| 56 | 2.8973006893207516 | -3.0919656878735435 | 8.79030037161451 |
| 57 | 2.8598784402558617 | -3.1639835222184245 | 8.751969004068469 |
| 58 | 2.78649574873018 | -3.1510961202830248 | 8.714987332562783 |
| 59 | 2.6765678921020664 | -3.124563233945437 | 8.701760311367318 |
| 60 | 2.554653221320356 | -3.085648333983642 | 8.712827818898218 |
| 61 | 2.530679593013161 | -3.012114334705185 | 8.762226693975157 |
| 62 | 2.506705964705966 | -2.9630916685195468 | 8.77491383675448 |
| 63 | 2.5075830486684243 | -2.9029504594876814 | 8.775993593586762 |
| 64 | 2.4713302448868126 | -2.867320583548635 | 8.715527210978925 |
| 65 | 2.3985322760027694 | -2.7814045706459707 | 8.716067089395066 |
| 66 | 2.289189142016295 | -2.719494502524933 | 8.69150262146063 |
| 67 | 2.2044043589786546 | -2.6328204071554797 | 8.716067089395066 |
| 68 | 2.1190348532993752 | -2.5822815760362654 | 8.740091678913359 |
| 69 | 2.0821973268761242 | -2.605276744195508 | 8.751159186444257 |
| 70 | 2.0938917797089025 | -2.6419173967569387 | 8.738741982873005 |
| 71 | 2.0927223344256247 | -2.762705203131861 | 8.700140676118894 |
| 72 | 2.07927371366793 | -2.8832403153511876 | 8.673686633727964 |
| 73 | 2.0412667419614015 | -2.9785060120109073 | 8.671257180855328 |
| 74 | 2.0161236683709287 | -3.0378891385759843 | 8.669907484814974 |
| 75 | 1.9906882334596363 | -3.121278209922688 | 8.680165174721662 |
| 76 | 2.0017979636507754 | -3.229684002673403 | 8.678275600265167 |
| 77 | 2.012907693841915 | -3.326213170111103 | 8.676655965016742 |
| 78 | 1.963206269302608 | -3.409349547302211 | 8.662349186988996 |
| 79 | 1.9012256692888847 | -3.4803566050247072 | 8.648312348169318 |
| 80 | 1.8269658938007443 | -3.539234343278592 | 8.621858305778389 |
| 81 | 1.7415963881214649 | -3.5152283984969652 | 8.524410251664863 |
| 82 | 1.7415963881214649 | -3.5407505082121684 | 8.43910946191452 |
| 83 | 1.8032846268143687 | -3.4821254641138797 | 8.440999036371014 |
| 84 | 1.9140895674049405 | -3.4361351277953944 | 8.467723017970014 |
| 85 | 2.0246021466746926 | -3.402526805101117 | 8.46988253163458 |
| 86 | 2.098277199521194 | -3.3800370252530665 | 8.471232227674934 |
| 87 | 2.135991809906903 | -3.308271885063782 | 8.509293656012904 |
| 88 | 2.161134883497376 | -3.235748662407709 | 8.559502348714055 |
| 89 | 2.1491480693437786 | -3.1988553156906825 | 8.58406681664849 |
| 90 | 2.1742911429342513 | -3.138714106658817 | 8.621858305778389 |
| 91 | 2.1991418552039046 | -3.115213550188382 | 8.622668123402601 |
| 92 | 2.211128669357502 | -3.140735659903586 | 8.561931801586692 |
| 93 | 2.1745835042550707 | -3.1409883540591816 | 8.500925540562712 |
| 94 | 2.0517917495109015 | -3.175607453375844 | 8.425882440719056 |
| 95 | 1.9661298825108027 | -3.1751020650646518 | 8.352189036915751 |
| 96 | 1.94098680892033 | -3.235748662407709 | 8.29010301905949 |
| 97 | 2.038050767432387 | -3.3214119811547778 | 8.326274872940964 |
| 98 | 2.1465168174564035 | -3.4674692030893075 | 8.361366969990156 |
| 99 | 2.193879351429154 | -3.5996282464660534 | 8.42021371734957 |
| 100 | 2.1555800184018064 | -3.7421477502222382 | 8.465563504305448 |