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4. Applying AI to Wearable Device Data /
3. Activity Classification /
data /
s3_bike_1.csv
| # | accx | accy | accz |
|---|---|---|---|
| 1 | 1.5751060183095862 | 2.515957123666952 | 8.860680829055013 |
| 2 | 1.5751060183095862 | 2.540865124099255 | 8.90941526488341 |
| 3 | 1.6240642975496484 | 2.5548136043413447 | 9.067715772751532 |
| 4 | 1.6372323864486995 | 2.6145928053788725 | 9.068752675641498 |
| 5 | 1.6375700297538034 | 2.660672606178634 | 8.960914775085048 |
| 6 | 1.6622179910263863 | 2.6721302863774934 | 8.961260409381703 |
| 7 | 1.748317033827875 | 2.706752406978395 | 8.987528615927506 |
| 8 | 1.9694733986709145 | 2.762297247942431 | 9.015524993956584 |
| 9 | 2.140996197663684 | 2.7700187280764452 | 9.006192867946892 |
| 10 | 2.276391163010339 | 2.8265598890577732 | 8.972666341171328 |
| 11 | 2.3753206514057745 | 2.908009050471405 | 8.9512370147787 |
| 12 | 2.4614196942072635 | 2.954088851271166 | 8.953310820558631 |
| 13 | 2.547856380313856 | 3.0111281722611407 | 8.907341459103478 |
| 14 | 2.6339554231153444 | 3.0332962926458906 | 8.9087239962901 |
| 15 | 2.805815865413218 | 3.0651785331992385 | 8.899737504577061 |
| 16 | 2.9162252261821857 | 3.0973098537569097 | 8.817130907676448 |
| 17 | 3.063437707207476 | 3.0933245736877413 | 8.79501031269051 |
| 18 | 3.1606789790773924 | 3.043259492818812 | 8.807453147370099 |
| 19 | 3.2461027352686735 | 3.005150252157388 | 8.796047215580474 |
| 20 | 3.2950610145087356 | 3.0044030121444187 | 8.820932884939655 |
| 21 | 3.2950610145087356 | 3.0039048521357725 | 8.79639284987713 |
| 22 | 3.3436816504436937 | 2.991699931923944 | 8.845472920002182 |
| 23 | 3.318696045866007 | 2.944872891111214 | 8.880381983964366 |
| 24 | 3.3308512048497465 | 2.9207121306918795 | 8.880381983964366 |
| 25 | 3.3305135615446426 | 2.884346450060717 | 8.867593514988119 |
| 26 | 3.3173454726455915 | 2.8255635690404812 | 8.926696979716175 |
| 27 | 3.3538109495968103 | 2.776494808188844 | 8.914254145036583 |
| 28 | 3.329162988324227 | 2.776494808188844 | 8.877616909591124 |
| 29 | 3.3166701860353838 | 2.764538967981338 | 8.877271275294468 |
| 30 | 3.3041773837465405 | 2.7294186873717905 | 8.900774407467027 |
| 31 | 3.2920222247628006 | 2.74087636757065 | 8.864482806318222 |
| 32 | 3.231246429844103 | 2.7657843680029535 | 8.827845570872762 |
| 33 | 3.1826257939091445 | 2.7901942084266107 | 8.791208335427301 |
| 34 | 3.0972020377178637 | 2.8278052890793886 | 8.76632266606812 |
| 35 | 2.926016882030198 | 2.8425010093344474 | 8.703762858373512 |
| 36 | 2.742001280748585 | 2.809373368759484 | 8.640166147788939 |
| 37 | 2.460069120986848 | 2.776245728184521 | 8.453869261891738 |
| 38 | 2.4847170822594307 | 2.7747512481585828 | 8.405826094656652 |
| 39 | 2.9753128045753643 | 2.8484789294382002 | 8.450412918925185 |
| 40 | 3.4902188448587763 | 2.9117452505362507 | 8.603874546640133 |
| 41 | 3.7100246364814002 | 2.8601856896413826 | 8.690974389397267 |
| 42 | 3.6114327913910684 | 2.814604048850268 | 8.700652149703615 |
| 43 | 3.342668720528382 | 2.8664126897494584 | 8.576915071501022 |
| 44 | 3.0982149676331754 | 2.906514570445467 | 8.489469594447232 |
| 45 | 3.099227897548487 | 2.990454531902329 | 8.478754931250919 |
| 46 | 3.258595537557517 | 3.0121244922784327 | 8.554103207921772 |
| 47 | 3.4297806932451826 | 2.98646925183316 | 8.66505181714812 |
| 48 | 3.477726042569933 | 2.9134888105665118 | 8.688554949320679 |
| 49 | 3.4405852790085065 | 2.8651672897278435 | 8.626686410219383 |
| 50 | 3.3912893564633406 | 2.8415046893171554 | 8.589357906180611 |
| 51 | 3.355161522817226 | 2.8893280501471774 | 8.529217538562591 |
| 52 | 3.39297757298886 | 2.9727698515953933 | 8.531291344342522 |
| 53 | 3.3939905029041717 | 3.0554644130306405 | 8.460090679231532 |
| 54 | 3.345369866969213 | 3.0803724134629435 | 8.447647844551943 |
| 55 | 3.296073944424047 | 3.0574570530652245 | 8.446610941661977 |
| 56 | 3.3207219056966304 | 3.0811196534759127 | 8.459399410638222 |
| 57 | 3.4183008208716505 | 3.0557134930349634 | 8.50882511505993 |
| 58 | 3.455103941127973 | 3.043259492818812 | 8.533365150122455 |
| 59 | 3.491569418079192 | 3.031552732615629 | 8.58209958595085 |
| 60 | 3.4790766157903485 | 3.019596892408124 | 8.581753951654195 |
| 61 | 3.4787389724852447 | 2.98397845178993 | 8.59315988344382 |
| 62 | 3.49055648816388 | 2.948110931167413 | 8.61666301561638 |
| 63 | 3.5145291628262556 | 2.900038490333068 | 8.652608982468529 |
| 64 | 3.538501837488631 | 2.8524642095073687 | 8.70030651540696 |
| 65 | 3.5503193531672665 | 2.8292997691053268 | 8.760792517321635 |
| 66 | 3.573954384524538 | 2.745857967657111 | 8.831993182432624 |
| 67 | 3.560448652320383 | 2.6509584860100355 | 8.878653812481089 |
| 68 | 3.5719285246939148 | 2.5924246849941226 | 8.974394512654605 |
| 69 | 3.620211517323769 | 2.519693323731797 | 8.99824327912382 |
| 70 | 3.6684945099536237 | 2.471122722888806 | 9.03418924597597 |
| 71 | 3.7174527891936857 | 2.4462147224565025 | 9.04663208065556 |
| 72 | 3.7174527891936857 | 2.4459656424521796 | 9.034534880272625 |
| 73 | 3.70563527351505 | 2.493789003282202 | 9.011031748100065 |
| 74 | 3.6931424712262064 | 2.4820822430790193 | 9.01068611380341 |
| 75 | 3.656339350969884 | 2.471371802893129 | 9.03418924597597 |
| 76 | 3.6445218352912483 | 2.5079865635286147 | 9.04663208065556 |
| 77 | 3.644859478596352 | 2.5431068441381623 | 8.99893454771713 |
| 78 | 3.6090692882553412 | 2.6140946453702267 | 8.90284821324696 |
| 79 | 3.5243208186742683 | 2.6982836868314117 | 8.794319044097199 |
| 80 | 3.3912893564633406 | 2.8432482493474165 | 8.674038308861157 |
| 81 | 3.2704130532361524 | 2.976007891651593 | 8.553757573625116 |
| 82 | 3.173171781366236 | 3.0370324927107357 | 8.492925937413785 |
| 83 | 3.137381591025225 | 3.0965626137439406 | 8.42068836941283 |
| 84 | 3.1491991067038607 | 3.083859533523466 | 8.39649396864696 |
| 85 | 3.173847067976444 | 3.083112293510497 | 8.38474240256068 |
| 86 | 3.2103125449276626 | 3.0704092132900223 | 8.39718523724027 |
| 87 | 3.2592708241677246 | 3.0701601332856994 | 8.446265307365321 |
| 88 | 3.247115665183985 | 3.0579552130738707 | 8.421725272302796 |
| 89 | 3.283918785440308 | 3.0704092132900223 | 8.482902542810782 |
| 90 | 3.2953986578138394 | 3.023582172477292 | 8.566891676898017 |
| 91 | 3.307553816797579 | 3.0131208122957247 | 8.663669279961498 |
| 92 | 3.3436816504436937 | 2.9655465314700256 | 8.735906847962454 |
| 93 | 3.367991968411173 | 2.9650483714613793 | 8.73625248225911 |
| 94 | 3.367991968411173 | 2.9416348510550145 | 8.77219844911126 |
| 95 | 3.342668720528382 | 2.883599210047748 | 8.84339911422225 |
| 96 | 3.3663037518856536 | 2.8235709290058972 | 8.878999446777744 |
| 97 | 3.4274171901094554 | 2.7862089283574423 | 8.8793450810744 |
| 98 | 3.4878553417230496 | 2.724686167289653 | 8.878999446777744 |
| 99 | 3.5243208186742683 | 2.700027246861673 | 8.89109664716068 |
| 100 | 3.560786295625487 | 2.6743720064164007 | 8.842707845628938 |