device_id int64 | time int64 | temperature float64 | pressure float64 | vibration float64 | current float64 | flow float64 | packet_rate float64 | command_rate float64 | actuator_position float64 | label int8 | anomaly_type large_string | temperature_delta float64 | temperature_z24 float64 | pressure_delta float64 | pressure_z24 float64 | vibration_delta float64 | vibration_z24 float64 | current_delta float64 | current_z24 float64 | flow_delta float64 | flow_z24 float64 | packet_rate_delta float64 | packet_rate_z24 float64 | command_rate_delta float64 | command_rate_z24 float64 | actuator_position_delta float64 | actuator_position_z24 float64 | flow_actuator_residual float64 | power_proxy float64 | split large_string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | 47.427349 | 80.138866 | 1.573545 | 12.542145 | 48.089059 | 135.355425 | 4.764556 | 69.910316 | 0 | normal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.726726 | 8.768253 | train |
0 | 1 | 48.579454 | 79.14424 | 1.655109 | 12.211653 | 48.261701 | 126.526544 | 4.271027 | 71.780323 | 0 | normal | 1.152105 | 0 | -0.994626 | 0 | 0.081565 | 0 | -0.330492 | 0 | 0.172642 | 0 | -8.828882 | 0 | -0.493529 | 0 | 1.870007 | 0 | 0.113965 | 8.765564 | train |
0 | 2 | 48.702888 | 79.209523 | 1.668043 | 12.484247 | 45.955143 | 128.763144 | 4.081732 | 68.893746 | 0 | normal | 0.123434 | 0 | 0.065283 | 0 | 0.012933 | 0 | 0.272594 | 0 | -2.306558 | 0 | 2.236601 | 0 | -0.189296 | 0 | -2.886578 | 0 | -0.980231 | 8.600865 | train |
0 | 3 | 48.744435 | 80.545103 | 1.640303 | 12.967157 | 48.743146 | 130.948526 | 4.957284 | 74.149269 | 0 | normal | 0.041547 | 0.606493 | 1.33558 | 1.133187 | -0.02774 | 0.144029 | 0.48291 | 1.330949 | 2.788004 | 0.793512 | 2.185381 | 0.146088 | 0.875553 | 1.069009 | 5.255523 | 1.283613 | -0.399546 | 9.615052 | train |
0 | 4 | 48.738224 | 81.763921 | 1.611997 | 12.91085 | 48.919711 | 130.358901 | 4.486932 | 73.328347 | 0 | normal | -0.006211 | 0.52669 | 1.218819 | 1.486258 | -0.028306 | -0.471801 | -0.056306 | 0.913836 | 0.176564 | 0.778708 | -0.589624 | -0.009692 | -0.470352 | -0.071351 | -0.820922 | 0.773284 | 0.121805 | 9.467313 | train |
0 | 5 | 50.22814 | 79.576796 | 1.719666 | 12.741359 | 48.739739 | 138.536656 | 3.894281 | 72.245361 | 0 | normal | 1.489916 | 1.674828 | -2.187125 | -0.489211 | 0.107669 | 1.502291 | -0.169491 | 0.344699 | -0.179972 | 0.561921 | 8.177755 | 1.534601 | -0.592651 | -1.268521 | -1.082986 | 0.263534 | 0.396687 | 9.205041 | train |
0 | 6 | 49.522178 | 81.157689 | 1.671718 | 13.286335 | 49.006305 | 132.979183 | 4.24741 | 72.524596 | 0 | normal | -0.705962 | 0.777936 | 1.580893 | 0.940811 | -0.047948 | 0.4952 | 0.544976 | 1.546782 | 0.266566 | 0.71537 | -5.557474 | 0.259571 | 0.353129 | -0.369405 | 0.279235 | 0.373278 | 0.545974 | 9.635861 | train |
0 | 7 | 49.841852 | 81.069016 | 1.70733 | 13.193566 | 49.272731 | 128.014258 | 4.470816 | 73.753259 | 0 | normal | 0.319674 | 0.993202 | -0.088673 | 0.765636 | 0.035612 | 1.072307 | -0.092769 | 1.091362 | 0.266426 | 0.856325 | -4.964925 | -0.853306 | 0.223407 | 0.212172 | 1.228663 | 0.910894 | 0.296362 | 9.730685 | train |
0 | 8 | 50.162189 | 81.342361 | 1.638084 | 12.902516 | 48.980408 | 136.342216 | 3.971495 | 73.196251 | 0 | normal | 0.320337 | 1.162572 | 0.273345 | 0.93229 | -0.069246 | -0.351588 | -0.291051 | 0.283493 | -0.292323 | 0.53793 | 8.327959 | 1.066054 | -0.499321 | -1.061935 | -0.557008 | 0.56546 | 0.237983 | 9.444158 | train |
0 | 9 | 49.550496 | 81.906872 | 1.721489 | 12.898713 | 49.162194 | 129.480378 | 4.556529 | 73.55373 | 0 | normal | -0.611693 | 0.46136 | 0.56451 | 1.28905 | 0.083405 | 1.274705 | -0.003802 | 0.259051 | 0.181786 | 0.667382 | -6.861839 | -0.571448 | 0.585034 | 0.544916 | 0.35748 | 0.709902 | 0.269627 | 9.487485 | train |
0 | 10 | 50.051255 | 82.076961 | 1.725247 | 13.507587 | 48.856142 | 126.108824 | 4.12424 | 75.261551 | 0 | normal | 0.50076 | 0.944456 | 0.170089 | 1.265497 | 0.003759 | 1.191493 | 0.608874 | 1.683559 | -0.306052 | 0.335923 | -3.371554 | -1.245852 | -0.43229 | -0.671989 | 1.707821 | 1.435511 | -0.75371 | 10.16602 | train |
0 | 11 | 52.004369 | 81.76062 | 2.001018 | 13.705126 | 49.438771 | 134.759627 | 3.887159 | 75.235773 | 0 | normal | 1.953114 | 2.207839 | -0.31634 | 0.894993 | 0.275771 | 2.855796 | 0.197539 | 1.766363 | 0.582629 | 0.889131 | 8.650803 | 0.802753 | -0.237081 | -1.227561 | -0.025778 | 1.255399 | -0.160254 | 10.311158 | train |
0 | 12 | 50.134436 | 81.56872 | 1.719057 | 13.635572 | 48.644753 | 132.014284 | 3.867614 | 74.642628 | 0 | normal | -1.869933 | 0.554684 | -0.191901 | 0.674807 | -0.281961 | 0.220416 | -0.069554 | 1.402835 | -0.794018 | 0.027178 | -2.745344 | 0.119126 | -0.019545 | -1.160568 | -0.593145 | 0.880701 | -0.705151 | 10.177949 | train |
0 | 13 | 51.856087 | 82.193803 | 1.737844 | 13.426065 | 49.507066 | 131.247392 | 4.416026 | 74.878001 | 0 | normal | 1.72165 | 1.749324 | 0.625083 | 1.161581 | 0.018787 | 0.386891 | -0.209506 | 0.879952 | 0.862313 | 0.93434 | -0.766892 | -0.076227 | 0.548411 | 0.384192 | 0.235373 | 0.934476 | 0.058305 | 10.053169 | train |
0 | 14 | 49.670664 | 81.659219 | 1.629541 | 13.402641 | 49.700525 | 137.937102 | 4.163046 | 75.506756 | 0 | normal | -2.185423 | -0.008574 | -0.534584 | 0.627513 | -0.108303 | -0.667028 | -0.023424 | 0.782914 | 0.193459 | 1.067816 | 6.689711 | 1.513843 | -0.25298 | -0.347527 | 0.628755 | 1.159826 | -0.012313 | 10.1199 | train |
0 | 15 | 51.202819 | 82.583519 | 1.858502 | 13.372155 | 49.66486 | 138.631102 | 3.990823 | 74.594797 | 0 | normal | 1.532154 | 1.171284 | 0.9243 | 1.370765 | 0.22896 | 1.49365 | -0.030487 | 0.681688 | -0.035664 | 0.963762 | 0.693999 | 1.50225 | -0.172223 | -0.8247 | -0.911959 | 0.658795 | 0.335045 | 9.974932 | train |
0 | 16 | 50.8389 | 82.25389 | 1.822171 | 13.855324 | 50.813263 | 131.598655 | 4.151067 | 75.151457 | 0 | normal | -0.363918 | 0.828578 | -0.32963 | 1.000189 | -0.036331 | 1.06584 | 0.483169 | 1.585626 | 1.148403 | 1.909677 | -7.032447 | -0.18107 | 0.160244 | -0.322297 | 0.55666 | 0.899489 | 1.249651 | 10.412478 | train |
0 | 17 | 51.536885 | 80.868138 | 1.916136 | 13.882674 | 50.059341 | 135.372191 | 4.223523 | 76.811111 | 0 | normal | 0.697984 | 1.295867 | -1.385752 | -0.274668 | 0.093965 | 1.732222 | 0.02735 | 1.486761 | -0.753923 | 1.075179 | 3.773536 | 0.721812 | 0.072456 | -0.090844 | 1.659654 | 1.58714 | -0.201326 | 10.663436 | train |
0 | 18 | 51.934973 | 81.809437 | 1.884384 | 13.738518 | 49.618909 | 137.186459 | 4.672734 | 76.014617 | 0 | normal | 0.398088 | 1.473051 | 0.941299 | 0.599481 | -0.031751 | 1.335035 | -0.144156 | 1.116076 | -0.440432 | 0.609786 | 1.814267 | 1.105963 | 0.449212 | 1.272361 | -0.796495 | 1.116135 | -0.30723 | 10.443282 | train |
0 | 19 | 52.003201 | 83.324801 | 1.966357 | 13.95005 | 49.035077 | 135.920234 | 4.307521 | 74.359937 | 0 | normal | 0.068227 | 1.405587 | 1.515364 | 1.823399 | 0.081972 | 1.811252 | 0.211532 | 1.424156 | -0.583832 | 0.012228 | -1.266225 | 0.759267 | -0.365214 | 0.105524 | -1.65468 | 0.289355 | -0.196097 | 10.373249 | train |
0 | 20 | 51.2014 | 82.273453 | 1.758549 | 14.197755 | 50.496983 | 137.763657 | 4.314204 | 75.906177 | 0 | normal | -0.8018 | 0.771163 | -1.051347 | 0.841538 | -0.207808 | 0.120373 | 0.247705 | 1.719459 | 1.461906 | 1.429782 | 1.843423 | 1.15287 | 0.006683 | 0.124439 | 1.54624 | 1.020179 | 0.616389 | 10.776973 | train |
0 | 21 | 51.119819 | 82.441511 | 1.951461 | 14.07994 | 49.668369 | 140.633187 | 4.116179 | 77.796536 | 0 | normal | -0.081581 | 0.685435 | 0.168058 | 0.949852 | 0.192912 | 1.580851 | -0.117815 | 1.393807 | -0.828614 | 0.568131 | 2.86953 | 1.691417 | -0.198025 | -0.525012 | 1.890359 | 1.775141 | -1.006176 | 10.953705 | train |
0 | 22 | 52.34854 | 81.72519 | 2.024396 | 14.102512 | 49.287572 | 143.686722 | 3.824016 | 76.641419 | 0 | normal | 1.228722 | 1.508497 | -0.716321 | 0.293401 | 0.072936 | 1.922937 | 0.022572 | 1.343189 | -0.380797 | 0.17004 | 3.053535 | 2.100305 | -0.292162 | -1.418308 | -1.155117 | 1.160495 | -0.901824 | 10.808366 | train |
0 | 23 | 52.926127 | 82.451844 | 1.921194 | 14.337421 | 50.077046 | 126.369593 | 4.239576 | 76.933496 | 0 | normal | 0.577587 | 1.760735 | 0.726655 | 0.9283 | -0.103202 | 1.102032 | 0.234908 | 1.619741 | 0.789473 | 0.964931 | -17.317129 | -1.506902 | 0.41556 | -0.035417 | 0.292077 | 1.227792 | -0.235023 | 11.030279 | train |
0 | 24 | 52.592901 | 82.843303 | 2.004094 | 13.745602 | 50.416972 | 145.513448 | 4.764442 | 78.274433 | 0 | normal | -0.333226 | 1.462818 | 0.391459 | 1.189168 | 0.082899 | 1.5684 | -0.591819 | 0.546576 | 0.339926 | 1.21717 | 19.143855 | 2.1362 | 0.524865 | 1.749548 | 1.340937 | 1.741939 | -0.45829 | 10.759292 | train |
0 | 25 | 53.240368 | 82.420022 | 1.999467 | 14.371515 | 51.324023 | 141.639258 | 4.186485 | 80.191865 | 0 | normal | 0.647467 | 1.769756 | -0.423281 | 0.752027 | -0.004627 | 1.395978 | 0.625914 | 1.596295 | 0.907051 | 1.912045 | -3.87419 | 1.30622 | -0.577957 | -0.203806 | 1.917432 | 2.27961 | -0.35656 | 11.524786 | train |
0 | 26 | 51.860941 | 83.369706 | 2.039399 | 14.332899 | 50.435472 | 134.595345 | 4.029875 | 76.516525 | 0 | normal | -1.379427 | 0.68867 | 0.949684 | 1.745609 | 0.039933 | 1.519149 | -0.038616 | 1.44504 | -0.888551 | 1.189756 | -7.043913 | -0.058942 | -0.15661 | -0.725051 | -3.67534 | 0.637243 | 0.298532 | 10.967036 | train |
0 | 27 | 51.768824 | 82.052478 | 1.958739 | 14.594543 | 52.447634 | 137.156969 | 4.223026 | 79.728003 | 0 | normal | -0.092117 | 0.554929 | -1.317228 | 0.142501 | -0.080661 | 0.885839 | 0.261644 | 1.762236 | 2.012161 | 2.994149 | 2.561624 | 0.388173 | 0.193151 | 0.036711 | 3.211477 | 2.015319 | 0.961872 | 11.635938 | train |
0 | 28 | 52.196352 | 83.164226 | 2.008956 | 14.268025 | 50.571943 | 143.190188 | 3.908988 | 75.968061 | 0 | normal | 0.427529 | 0.853049 | 1.111748 | 1.382277 | 0.050218 | 1.15335 | -0.326518 | 1.055081 | -1.875691 | 0.851542 | 6.03322 | 1.417421 | -0.314038 | -1.104238 | -3.759942 | 0.155438 | 0.665357 | 10.839142 | train |
0 | 29 | 53.214262 | 83.072308 | 1.844915 | 14.304825 | 50.741952 | 134.517622 | 3.915359 | 78.170956 | 0 | normal | 1.017909 | 1.584085 | -0.091918 | 1.331894 | -0.164041 | -0.071314 | 0.0368 | 1.068806 | 0.170009 | 0.957617 | -8.672567 | -0.192062 | 0.006371 | -1.087036 | 2.202895 | 1.164766 | -0.08985 | 11.182219 | train |
0 | 30 | 52.349362 | 82.59586 | 1.94877 | 14.078547 | 49.03065 | 133.388142 | 4.546614 | 76.237686 | 0 | normal | -0.864899 | 0.777016 | -0.476448 | 0.587188 | 0.103855 | 0.630498 | -0.226279 | 0.535328 | -1.711301 | -0.95585 | -1.12948 | -0.410751 | 0.631255 | 1.305581 | -1.93327 | 0.100692 | -0.989178 | 10.733158 | train |
0 | 31 | 51.869144 | 82.333451 | 2.105621 | 14.518856 | 52.04323 | 127.909849 | 4.818572 | 80.090837 | 0 | normal | -0.480218 | 0.284055 | -0.26241 | 0.126856 | 0.156851 | 1.648143 | 0.440309 | 1.359749 | 3.012579 | 2.071392 | -5.478293 | -1.451659 | 0.271958 | 2.09384 | 3.853151 | 1.963633 | 0.405078 | 11.628273 | train |
0 | 32 | 53.234453 | 82.611198 | 1.957055 | 14.370501 | 51.956557 | 132.336706 | 4.003952 | 79.374521 | 0 | normal | 1.365309 | 1.440215 | 0.277747 | 0.50713 | -0.148566 | 0.486472 | -0.148355 | 0.995689 | -0.086673 | 1.764881 | 4.426857 | -0.57367 | -0.81462 | -0.751402 | -0.716316 | 1.47422 | 0.619258 | 11.406516 | train |
0 | 33 | 52.292616 | 83.120787 | 2.210178 | 14.473159 | 51.446294 | 141.732504 | 4.381691 | 79.878693 | 0 | normal | -0.941837 | 0.496719 | 0.509589 | 1.23901 | 0.253123 | 2.173134 | 0.102658 | 1.224463 | -0.510263 | 1.167407 | 9.395799 | 1.105444 | 0.377739 | 0.609639 | 0.504172 | 1.600068 | -0.102757 | 11.56097 | train |
0 | 34 | 52.219186 | 83.244505 | 2.058927 | 15.164133 | 50.276356 | 136.137122 | 4.486577 | 76.881009 | 0 | normal | -0.073429 | 0.354579 | 0.123719 | 1.31273 | -0.15125 | 0.976065 | 0.690974 | 2.523939 | -1.169938 | -0.002934 | -5.595382 | -0.033805 | 0.104885 | 0.915481 | -2.997684 | -0.014292 | -0.013668 | 11.658338 | train |
0 | 35 | 51.823647 | 84.773893 | 2.008521 | 14.715223 | 51.053371 | 130.980598 | 3.916199 | 79.262294 | 0 | normal | -0.395539 | -0.077405 | 1.529387 | 2.854045 | -0.050406 | 0.59043 | -0.44891 | 1.346713 | 0.777015 | 0.703488 | -5.156524 | -1.037657 | -0.570378 | -1.10316 | 2.381286 | 1.15526 | -0.236793 | 11.663623 | train |
0 | 36 | 53.092007 | 82.839735 | 2.130064 | 14.439932 | 50.544956 | 141.768357 | 4.295221 | 77.472347 | 0 | normal | 1.268359 | 1.268762 | -1.934158 | 0.335746 | 0.121542 | 1.402718 | -0.275291 | 0.658171 | -0.508415 | 0.127155 | 10.787759 | 1.038942 | 0.379022 | 0.182173 | -1.789947 | 0.153137 | 0.00657 | 11.186954 | train |
0 | 37 | 52.816712 | 83.751236 | 1.992643 | 14.394506 | 51.398265 | 139.343986 | 3.824601 | 77.569772 | 0 | normal | -0.275295 | 0.881581 | 0.911501 | 1.392271 | -0.137421 | 0.280557 | -0.045426 | 0.490077 | 0.853309 | 0.954549 | -2.424372 | 0.49906 | -0.47062 | -1.402919 | 0.097425 | 0.1506 | 0.818961 | 11.165785 | train |
0 | 38 | 53.396311 | 82.874746 | 2.009957 | 14.698347 | 52.049297 | 131.27234 | 4.35705 | 79.010574 | 0 | normal | 0.579599 | 1.598545 | -0.87649 | 0.228843 | 0.017314 | 0.355817 | 0.303841 | 1.17654 | 0.651031 | 1.490574 | -8.071646 | -1.057804 | 0.532449 | 0.451172 | 1.440803 | 0.89394 | 0.864856 | 11.613248 | train |
0 | 39 | 52.470385 | 84.240596 | 2.076785 | 14.938233 | 51.907156 | 138.367847 | 3.896611 | 79.551094 | 0 | normal | -0.925925 | 0.289774 | 1.36585 | 1.783325 | 0.066828 | 0.939918 | 0.239886 | 1.740839 | -0.142141 | 1.230583 | 7.095507 | 0.350792 | -0.460439 | -1.142144 | 0.54052 | 1.124528 | 0.495697 | 11.883527 | train |
0 | 40 | 52.857715 | 83.214669 | 1.977019 | 14.926417 | 52.359301 | 133.418726 | 4.360547 | 78.518649 | 0 | normal | 0.387329 | 0.781412 | -1.025927 | 0.49321 | -0.099766 | -0.136099 | -0.011816 | 1.553181 | 0.452144 | 1.535623 | -4.949121 | -0.654322 | 0.463936 | 0.438989 | -1.032445 | 0.449101 | 1.381468 | 11.720021 | train |
0 | 41 | 53.522816 | 82.487412 | 1.953904 | 14.129514 | 50.735735 | 135.834849 | 4.045206 | 77.237248 | 0 | normal | 0.665101 | 1.629492 | -0.727257 | -0.543616 | -0.023115 | -0.404639 | -0.796903 | -0.67748 | -1.623566 | -0.051164 | 2.416124 | -0.172853 | -0.315341 | -0.622762 | -1.281401 | -0.362976 | 0.29609 | 10.913248 | train |
0 | 42 | 52.023344 | 83.121083 | 2.044931 | 14.355136 | 50.30273 | 139.559058 | 4.846584 | 76.899405 | 0 | normal | -1.499472 | -0.617 | 0.633671 | 0.279317 | 0.091027 | 0.520692 | 0.225622 | -0.122484 | -0.433005 | -0.511156 | 3.724209 | 0.552519 | 0.801378 | 2.01268 | -0.337843 | -0.610798 | 0.00498 | 11.039014 | train |
0 | 43 | 53.957639 | 84.093945 | 2.12987 | 14.268708 | 52.673632 | 130.735135 | 4.562651 | 80.255707 | 0 | normal | 1.934296 | 1.977845 | 0.972862 | 1.578275 | 0.084939 | 1.333956 | -0.086427 | -0.44345 | 2.370902 | 1.705158 | -8.823923 | -1.133285 | -0.283933 | 1.021642 | 3.356302 | 1.490339 | 0.966235 | 11.451453 | train |
0 | 44 | 52.738924 | 82.48173 | 1.991627 | 14.300461 | 50.673023 | 135.128731 | 4.135631 | 78.923988 | 0 | normal | -1.218715 | 0.235193 | -1.612214 | -0.691404 | -0.138243 | -0.294044 | 0.031753 | -0.35897 | -2.000609 | -0.303792 | 4.393596 | -0.259592 | -0.42702 | -0.324632 | -1.331719 | 0.507683 | -0.475052 | 11.286494 | train |
0 | 45 | 52.456001 | 82.840061 | 1.98125 | 14.37709 | 51.61138 | 137.460638 | 4.63156 | 79.049792 | 0 | normal | -0.282924 | -0.301026 | 0.35833 | -0.211876 | -0.010377 | -0.447962 | 0.076629 | -0.157817 | 0.938357 | 0.574905 | 2.331907 | 0.221319 | 0.495929 | 1.162945 | 0.125805 | 0.558322 | 0.410468 | 11.36506 | train |
0 | 46 | 52.908615 | 83.969179 | 1.982714 | 14.814182 | 51.965838 | 135.836795 | 4.238865 | 81.176438 | 0 | normal | 0.452615 | 0.416674 | 1.129118 | 1.316497 | 0.001464 | -0.405021 | 0.437092 | 1.170145 | 0.354457 | 0.882084 | -1.623843 | -0.0354 | -0.392695 | -0.119715 | 2.126646 | 1.857501 | -0.128266 | 12.025626 | train |
0 | 47 | 52.675524 | 82.672595 | 2.100221 | 14.624285 | 50.759256 | 138.212681 | 4.324309 | 76.602889 | 0 | normal | -0.233091 | 0.044426 | -1.296584 | -0.628169 | 0.117507 | 1.027951 | -0.189897 | 0.511379 | -1.206582 | -0.498123 | 2.375886 | 0.389216 | 0.085444 | 0.146759 | -4.573549 | -1.252656 | 0.586043 | 11.202625 | train |
0 | 48 | 52.216521 | 81.603058 | 2.045327 | 14.600439 | 53.100745 | 134.777565 | 4.88637 | 81.586435 | 0 | normal | -0.459003 | -0.692962 | -1.069536 | -1.964084 | -0.054894 | 0.288644 | -0.023847 | 0.36609 | 2.341489 | 1.899636 | -3.435116 | -0.322015 | 0.562061 | 1.901403 | 4.983546 | 1.864011 | 0.834442 | 11.911978 | train |
0 | 49 | 52.495576 | 82.087102 | 1.98363 | 14.230517 | 52.272661 | 138.335285 | 4.425173 | 82.389894 | 0 | normal | 0.279055 | -0.181629 | 0.484044 | -1.257054 | -0.061697 | -0.505807 | -0.369922 | -0.977912 | -0.828084 | 0.959268 | 3.55772 | 0.633712 | -0.461197 | 0.412845 | 0.803459 | 2.109021 | -0.331095 | 11.724508 | train |
0 | 50 | 52.873059 | 82.23983 | 2.074541 | 14.61285 | 51.597763 | 135.049863 | 4.88235 | 80.003796 | 0 | normal | 0.377484 | 0.401994 | 0.152728 | -0.97267 | 0.090911 | 0.651233 | 0.382333 | 0.386237 | -0.674898 | 0.212847 | -3.285422 | -0.232381 | 0.457176 | 1.656413 | -2.386098 | 0.686251 | -0.003832 | 11.690835 | train |
0 | 51 | 53.442956 | 82.3989 | 2.046931 | 14.157551 | 49.734533 | 144.035014 | 4.585172 | 78.726496 | 0 | normal | 0.569897 | 1.303584 | 0.15907 | -0.798237 | -0.027611 | 0.251779 | -0.455299 | -1.19061 | -1.86323 | -1.588078 | 8.985151 | 1.88245 | -0.297178 | 0.7137 | -1.277301 | -0.034287 | -1.330595 | 11.145743 | train |
0 | 52 | 53.051164 | 83.105429 | 1.87495 | 14.315882 | 50.013053 | 136.888573 | 3.663885 | 76.397438 | 0 | normal | -0.391792 | 0.546025 | 0.706528 | 0.154447 | -0.171981 | -1.782933 | 0.158332 | -0.634192 | 0.27852 | -1.247839 | -7.146441 | 0.23939 | -0.921287 | -1.895607 | -2.329057 | -1.435433 | -0.073871 | 10.936967 | train |
0 | 53 | 53.114152 | 82.123138 | 1.992108 | 13.978836 | 50.569713 | 136.32617 | 3.908686 | 78.790579 | 0 | normal | 0.062987 | 0.671763 | -0.982291 | -1.083316 | 0.117158 | -0.489482 | -0.337046 | -1.694876 | 0.55666 | -0.680686 | -0.562403 | 0.075288 | 0.244802 | -1.201791 | 2.39314 | -0.022792 | -0.52233 | 11.014006 | train |
0 | 54 | 52.676536 | 82.448281 | 1.962595 | 14.104011 | 50.090174 | 135.406522 | 4.421572 | 76.539505 | 0 | normal | -0.437616 | -0.152792 | 0.325143 | -0.64678 | -0.029513 | -0.904491 | 0.125175 | -1.280194 | -0.479539 | -1.309228 | -0.919649 | -0.185963 | 0.512886 | 0.262755 | -2.251073 | -1.394136 | -0.056418 | 10.79514 | train |
0 | 55 | 52.125922 | 81.592797 | 1.820374 | 14.160961 | 51.084454 | 134.835794 | 3.973197 | 77.075447 | 0 | normal | -0.550614 | -1.22431 | -0.855485 | -1.636611 | -0.142221 | -2.375865 | 0.05695 | -1.011317 | 0.994279 | -0.190206 | -0.570727 | -0.458882 | -0.448375 | -0.935256 | 0.535941 | -0.984219 | 0.712766 | 10.914624 | train |
0 | 56 | 51.315215 | 82.203858 | 1.831914 | 13.957533 | 50.066351 | 145.949065 | 3.966724 | 76.577009 | 0 | normal | -0.810707 | -2.314764 | 0.611061 | -0.847256 | 0.01154 | -1.991848 | -0.203428 | -1.544184 | -1.018103 | -1.199246 | 11.113271 | 2.34598 | -0.006473 | -0.945613 | -0.498438 | -1.178701 | -0.095993 | 10.688261 | train |
0 | 57 | 51.789983 | 82.971672 | 2.129136 | 14.351847 | 49.666957 | 131.784379 | 4.587138 | 77.344163 | 0 | normal | 0.474768 | -1.424915 | 0.767814 | 0.098983 | 0.297222 | 1.441558 | 0.394314 | -0.284824 | -0.399394 | -1.474328 | -14.164687 | -1.248116 | 0.620415 | 0.81968 | 0.767154 | -0.671581 | -0.817592 | 11.100316 | train |
0 | 58 | 51.436784 | 83.816417 | 1.962421 | 13.827484 | 50.244534 | 125.473408 | 4.623259 | 78.757978 | 0 | normal | -0.353198 | -1.815314 | 0.844745 | 1.078925 | -0.166714 | -0.501155 | -0.524363 | -1.848241 | 0.577577 | -0.879511 | -6.310971 | -2.39341 | 0.036121 | 0.895912 | 1.413815 | 0.11113 | -0.833817 | 10.890247 | train |
0 | 59 | 52.317006 | 80.534173 | 1.974399 | 14.250882 | 49.61047 | 136.261873 | 4.978105 | 75.902265 | 0 | normal | 0.880222 | -0.529823 | -3.282243 | -2.52447 | 0.011978 | -0.339965 | 0.423398 | -0.394181 | -0.634064 | -1.400693 | 10.788464 | -0.017186 | 0.354846 | 1.701778 | -2.855713 | -1.44108 | -0.268481 | 10.816742 | train |
0 | 60 | 50.144808 | 81.196151 | 1.946018 | 14.152994 | 49.814193 | 141.275197 | 3.621214 | 75.170294 | 0 | normal | -2.172198 | -2.935627 | 0.661977 | -1.588655 | -0.028381 | -0.615103 | -0.097888 | -0.678828 | 0.203723 | -1.142655 | 5.013324 | 1.157738 | -1.356891 | -1.7647 | -0.731972 | -1.693557 | 0.24267 | 10.638847 | train |
0 | 61 | 51.46536 | 82.742702 | 1.960634 | 14.376211 | 49.5606 | 136.772005 | 4.143912 | 75.060329 | 0 | normal | 1.320552 | -1.205665 | 1.546551 | 0.128213 | 0.014616 | -0.414092 | 0.223217 | 0.072518 | -0.253593 | -1.266707 | -4.503192 | 0.133063 | 0.522698 | -0.498725 | -0.109964 | -1.600886 | 0.035261 | 10.790832 | train |
0 | 62 | 52.037262 | 81.789623 | 1.894127 | 13.756925 | 49.539629 | 128.554823 | 3.943527 | 75.032934 | 0 | normal | 0.571902 | -0.467926 | -0.95308 | -0.868288 | -0.066507 | -1.147412 | -0.619286 | -1.78745 | -0.020971 | -1.180009 | -8.217182 | -1.710789 | -0.200385 | -0.953823 | -0.027395 | -1.46024 | 0.025796 | 10.322225 | train |
0 | 63 | 51.878405 | 81.036741 | 1.944909 | 13.472338 | 49.513156 | 135.462842 | 4.244491 | 74.264098 | 0 | normal | -0.158857 | -0.625809 | -0.752881 | -1.579642 | 0.050782 | -0.47712 | -0.284588 | -2.38217 | -0.026473 | -1.106235 | 6.908019 | -0.116637 | 0.300964 | -0.231653 | -0.768836 | -1.635472 | 0.322234 | 10.00511 | train |
0 | 64 | 51.842371 | 81.516574 | 1.871957 | 14.062878 | 49.658694 | 132.809469 | 4.639405 | 74.972149 | 0 | normal | -0.036035 | -0.617224 | 0.479833 | -0.959474 | -0.072952 | -1.274054 | 0.590541 | -0.522928 | 0.145538 | -0.901541 | -2.653373 | -0.713548 | 0.394915 | 0.757734 | 0.708051 | -1.205477 | 0.170391 | 10.543242 | train |
0 | 65 | 51.790894 | 82.91899 | 1.883628 | 13.372339 | 50.656936 | 137.33194 | 3.958672 | 78.218196 | 0 | normal | -0.051477 | -0.615525 | 1.402416 | 0.578263 | 0.011671 | -1.073627 | -0.69054 | -2.370018 | 0.998243 | 0.038573 | 4.522472 | 0.299666 | -0.680734 | -0.976527 | 3.246047 | 0.212298 | -0.194706 | 10.459602 | train |
0 | 66 | 50.564491 | 82.455333 | 1.898966 | 13.966084 | 49.563883 | 135.467557 | 4.48388 | 75.331559 | 0 | normal | -1.226403 | -1.902231 | -0.463657 | 0.097688 | 0.015338 | -0.824472 | 0.593746 | -0.593483 | -1.093053 | -0.94117 | -1.864383 | -0.085852 | 0.525209 | 0.416701 | -2.886637 | -1.014305 | -0.075372 | 10.520869 | train |
0 | 67 | 52.421721 | 82.183276 | 1.938796 | 14.300855 | 49.74026 | 135.60226 | 3.947778 | 76.557408 | 0 | normal | 1.857231 | 0.334209 | -0.272057 | -0.129721 | 0.03983 | -0.294407 | 0.334771 | 0.37382 | 0.176377 | -0.721486 | 0.134702 | -0.104842 | -0.536102 | -0.922706 | 1.225849 | -0.427069 | -0.413851 | 10.948364 | train |
0 | 68 | 52.050346 | 82.312614 | 1.81368 | 13.826395 | 48.692321 | 137.830045 | 4.007078 | 74.304094 | 0 | normal | -0.371376 | -0.100413 | 0.129338 | 0.038223 | -0.125116 | -1.664031 | -0.474461 | -0.928513 | -1.04794 | -1.587712 | 2.227785 | 0.397018 | 0.0593 | -0.747183 | -2.253314 | -1.301468 | -0.515399 | 10.273577 | train |
0 | 69 | 52.297644 | 83.710366 | 1.691553 | 14.235993 | 50.264622 | 137.110302 | 4.351909 | 76.34952 | 0 | normal | 0.247298 | 0.225277 | 1.397752 | 1.627537 | -0.122127 | -2.508919 | 0.409598 | 0.257802 | 1.572301 | -0.057821 | -0.719743 | 0.230027 | 0.344831 | 0.18008 | 2.045426 | -0.375715 | 0.197823 | 10.869112 | train |
0 | 70 | 51.588946 | 82.144618 | 1.894863 | 14.231458 | 48.975414 | 130.264398 | 4.482035 | 73.457823 | 0 | normal | -0.708698 | -0.623169 | -1.565748 | -0.124612 | 0.20331 | -0.441213 | -0.004535 | 0.34371 | -1.289207 | -1.219656 | -6.845904 | -1.288553 | 0.130125 | 0.493865 | -2.891697 | -1.518643 | 0.123128 | 10.454119 | train |
0 | 71 | 51.159295 | 82.072553 | 1.934746 | 13.784649 | 49.417693 | 129.425332 | 4.993863 | 75.003544 | 0 | normal | -0.42965 | -1.086416 | -0.072065 | -0.186078 | 0.039883 | 0.027313 | -0.446808 | -0.985349 | 0.442279 | -0.719863 | -0.839066 | -1.346332 | 0.511829 | 1.650806 | 1.54572 | -0.794351 | -0.083795 | 10.338976 | train |
0 | 72 | 52.005509 | 82.194974 | 1.828816 | 13.788555 | 51.09178 | 140.212519 | 3.939894 | 79.425255 | 0 | normal | 0.846214 | 0.013249 | 0.12242 | -0.060874 | -0.10593 | -1.012345 | 0.003906 | -0.905651 | 1.674087 | 1.261722 | 10.787187 | 0.957882 | -1.053969 | -0.864836 | 4.421711 | 1.259469 | -0.266827 | 10.951595 | train |
0 | 73 | 50.983294 | 83.17207 | 1.793485 | 13.833539 | 49.844379 | 139.604719 | 4.678318 | 75.170169 | 0 | normal | -1.022215 | -1.193628 | 0.977096 | 1.125532 | -0.035331 | -1.269947 | 0.044984 | -0.693278 | -1.247401 | -0.171123 | -0.6078 | 0.808886 | 0.738424 | 0.95652 | -4.255086 | -0.708769 | 0.272908 | 10.398695 | train |
0 | 74 | 50.663419 | 81.567344 | 1.893345 | 14.270115 | 50.423106 | 136.490737 | 4.61945 | 77.73546 | 0 | normal | -0.319876 | -1.454339 | -1.604726 | -0.863952 | 0.09986 | -0.1598 | 0.436576 | 0.913695 | 0.578727 | 0.883719 | -3.113982 | 0.130148 | -0.058868 | 0.866389 | 2.565291 | 0.850207 | -0.225787 | 11.09294 | train |
0 | 75 | 50.10732 | 82.798965 | 1.750042 | 13.719781 | 50.612106 | 131.422854 | 4.416741 | 76.758891 | 0 | normal | -0.556099 | -1.971818 | 1.231621 | 0.648509 | -0.143303 | -1.611512 | -0.550335 | -1.028838 | 0.188999 | 1.115665 | -5.067883 | -0.889887 | -0.202709 | 0.368235 | -0.976568 | 0.320137 | 0.373371 | 10.531151 | train |
0 | 76 | 50.840887 | 82.698036 | 1.917169 | 13.913546 | 48.034275 | 127.633489 | 4.432315 | 75.877802 | 0 | normal | 0.733567 | -0.993826 | -0.100929 | 0.55417 | 0.167127 | 0.222971 | 0.193765 | -0.274622 | -2.577831 | -2.567945 | -3.789365 | -1.568719 | 0.015573 | 0.344941 | -0.881089 | -0.229115 | -1.834402 | 10.557293 | train |
0 | 77 | 51.3158 | 81.989814 | 2.019843 | 13.963281 | 50.593944 | 138.154533 | 4.505264 | 75.170419 | 0 | normal | 0.474912 | -0.309751 | -0.708221 | -0.330921 | 0.102674 | 1.327999 | 0.049735 | -0.087116 | 2.559669 | 1.021535 | 10.521044 | 0.658967 | 0.072949 | 0.487957 | -0.707383 | -0.618002 | 1.022368 | 10.496257 | train |
0 | 78 | 50.42748 | 82.469535 | 1.8054 | 14.212961 | 50.21353 | 139.477396 | 4.006064 | 78.130706 | 0 | normal | -0.88832 | -1.455729 | 0.479721 | 0.271456 | -0.214443 | -0.933792 | 0.24968 | 0.815983 | -0.380414 | 0.479791 | 1.322863 | 0.887375 | -0.4992 | -0.853282 | 2.960287 | 1.287591 | -0.601367 | 11.104686 | train |
0 | 79 | 50.325109 | 81.660138 | 1.840317 | 13.956027 | 49.216243 | 134.447092 | 4.245801 | 75.996587 | 0 | normal | -0.102371 | -1.453891 | -0.809398 | -0.752325 | 0.034917 | -0.56844 | -0.256934 | -0.098999 | -0.997287 | -0.848971 | -5.030305 | -0.156911 | 0.239737 | -0.22551 | -2.134119 | -0.072453 | -0.702324 | 10.606104 | train |
0 | 80 | 51.135386 | 82.966938 | 1.899871 | 13.846897 | 49.864003 | 128.664787 | 4.322558 | 78.626733 | 0 | normal | 0.810277 | -0.310334 | 1.3068 | 0.84226 | 0.059553 | 0.049858 | -0.109129 | -0.484503 | 0.64776 | 0.118509 | -5.782305 | -1.321645 | 0.076758 | -0.051937 | 2.630146 | 1.514844 | -1.159225 | 10.887363 | train |
0 | 81 | 52.300962 | 82.158121 | 1.867339 | 13.912387 | 49.935603 | 136.870452 | 4.232483 | 75.340541 | 0 | normal | 1.165576 | 1.24956 | -0.808817 | -0.121478 | -0.032532 | -0.22448 | 0.065489 | -0.182966 | 0.071599 | 0.207774 | 8.205666 | 0.496413 | -0.090075 | -0.272273 | -3.286192 | -0.481295 | 0.292575 | 10.481667 | train |
0 | 82 | 51.441961 | 81.70171 | 1.804776 | 13.988954 | 50.21064 | 135.399492 | 4.154704 | 76.599335 | 0 | normal | -0.859001 | 0.084801 | -0.456411 | -0.639676 | -0.062562 | -0.962691 | 0.076568 | 0.087193 | 0.275037 | 0.617323 | -1.47096 | 0.074773 | -0.07778 | -0.448054 | 1.258794 | 0.387244 | 0.038919 | 10.715446 | train |
0 | 83 | 51.907392 | 83.218651 | 1.76055 | 14.180986 | 49.189218 | 131.316043 | 3.99158 | 77.316282 | 0 | normal | 0.465431 | 0.757466 | 1.51694 | 1.407036 | -0.044226 | -1.414406 | 0.192032 | 0.854129 | -1.021422 | -0.855691 | -4.083449 | -0.898263 | -0.163124 | -0.877019 | 0.716947 | 0.813934 | -1.28362 | 10.964211 | train |
0 | 84 | 51.038954 | 82.392785 | 1.909953 | 13.913319 | 50.441698 | 136.320452 | 4.652288 | 77.292915 | 0 | normal | -0.868438 | -0.533801 | -0.825866 | 0.103198 | 0.149403 | 0.563667 | -0.267668 | -0.160207 | 1.25248 | 0.914564 | 5.004409 | 0.431801 | 0.660708 | 1.188704 | -0.023367 | 0.737234 | -0.021326 | 10.754009 | train |
0 | 85 | 51.967647 | 82.11908 | 2.050643 | 13.613218 | 49.194843 | 135.462801 | 4.12167 | 75.007903 | 0 | normal | 0.928693 | 0.798214 | -0.273705 | -0.293878 | 0.14069 | 2.183602 | -0.3001 | -1.265679 | -1.246855 | -0.835653 | -0.857651 | 0.219929 | -0.530617 | -0.639288 | -2.285011 | -0.755854 | -0.308476 | 10.21099 | train |
0 | 86 | 52.325741 | 81.570384 | 2.058943 | 14.144726 | 48.93654 | 128.799103 | 4.331688 | 75.99805 | 0 | normal | 0.358093 | 1.277613 | -0.548696 | -1.14333 | 0.0083 | 1.995784 | 0.531508 | 0.843009 | -0.258303 | -1.133399 | -6.663698 | -1.568923 | 0.210018 | 0.02989 | 0.990147 | -0.136533 | -0.982641 | 10.749716 | train |
0 | 87 | 51.130691 | 82.201758 | 1.99873 | 14.040667 | 50.372243 | 135.669995 | 4.031891 | 76.845598 | 0 | normal | -1.19505 | -0.389471 | 0.631374 | -0.243661 | -0.060213 | 1.273473 | -0.104059 | 0.351276 | 1.435704 | 0.780146 | 6.870892 | 0.271292 | -0.299797 | -0.989658 | 0.847548 | 0.365975 | 0.097092 | 10.789635 | train |
0 | 88 | 51.78341 | 83.092774 | 1.799423 | 14.271711 | 49.413692 | 138.333622 | 4.225892 | 76.01407 | 0 | normal | 0.652719 | 0.5544 | 0.891016 | 1.213779 | -0.199307 | -0.824472 | 0.231044 | 1.293799 | -0.958551 | -0.504952 | 2.663627 | 0.91106 | 0.194001 | -0.257179 | -0.831528 | -0.238373 | -0.512217 | 10.848509 | train |
0 | 89 | 51.979521 | 82.245033 | 1.806544 | 14.25213 | 50.7641 | 136.024884 | 4.319768 | 78.474987 | 0 | normal | 0.196112 | 0.819139 | -0.847742 | -0.241445 | 0.007121 | -0.70698 | -0.019581 | 1.214185 | 1.350408 | 1.303235 | -2.308738 | 0.317305 | 0.093876 | 0.02792 | 2.460917 | 1.457253 | -0.195394 | 11.184357 | train |
0 | 90 | 52.601808 | 82.031633 | 2.027726 | 14.512239 | 50.034201 | 132.412222 | 4.181972 | 78.514406 | 0 | normal | 0.622286 | 1.550564 | -0.2134 | -0.589683 | 0.221182 | 1.475963 | 0.260109 | 2.131405 | -0.7299 | 0.298541 | -3.612662 | -0.606265 | -0.137796 | -0.441656 | 0.039419 | 1.349784 | -0.94185 | 11.394199 | train |
0 | 91 | 52.03515 | 83.081555 | 1.940688 | 14.423305 | 48.852672 | 136.167668 | 4.805136 | 74.878761 | 0 | normal | -0.566658 | 0.801404 | 1.049922 | 1.184188 | -0.087038 | 0.608546 | -0.088935 | 1.660047 | -1.181528 | -1.195421 | 3.755446 | 0.379246 | 0.623165 | 1.709933 | -3.635646 | -1.013478 | -0.596407 | 10.799992 | train |
0 | 92 | 51.386319 | 82.610421 | 1.992084 | 14.157436 | 50.097135 | 139.832916 | 4.274256 | 75.296747 | 0 | normal | -0.64883 | -0.089567 | -0.471134 | 0.344748 | 0.051396 | 1.030486 | -0.265869 | 0.471079 | 1.244463 | 0.357787 | 3.665248 | 1.292551 | -0.530881 | -0.27175 | 0.417986 | -0.791683 | 0.472502 | 10.660089 | train |
0 | 93 | 52.31522 | 84.627064 | 2.06561 | 14.560841 | 50.84207 | 138.546625 | 5.094607 | 76.280323 | 0 | normal | 0.928901 | 1.258638 | 2.016643 | 3.168193 | 0.073526 | 1.640379 | 0.403405 | 1.986558 | 0.744934 | 1.292974 | -1.286291 | 0.934444 | 0.820352 | 2.3373 | 0.983576 | -0.126077 | 0.804334 | 11.107056 | train |
0 | 94 | 53.819562 | 81.691162 | 2.137848 | 14.642128 | 50.140749 | 138.433979 | 5.222618 | 78.583932 | 0 | normal | 1.504341 | 2.706174 | -2.935902 | -1.052974 | 0.072238 | 2.040363 | 0.081288 | 2.04053 | -0.701321 | 0.317676 | -0.112646 | 0.832592 | 0.128011 | 2.314989 | 2.30361 | 1.362505 | -0.864503 | 11.50636 | train |
0 | 95 | 53.876543 | 83.336008 | 2.024278 | 14.59978 | 51.664596 | 132.125794 | 4.066998 | 81.670021 | 0 | normal | 0.056981 | 2.308942 | 1.644847 | 1.182434 | -0.11357 | 0.957839 | -0.042348 | 1.689955 | 1.523847 | 2.04591 | -6.308185 | -0.858169 | -1.15562 | -0.903352 | 3.086089 | 2.80044 | -0.636813 | 11.923643 | train |
0 | 96 | 52.696835 | 84.364791 | 2.149031 | 14.16609 | 51.338586 | 143.167796 | 4.504477 | 78.265271 | 0 | normal | -1.179708 | 1.030434 | 1.028783 | 2.201482 | 0.124753 | 1.819882 | -0.43369 | 0.132661 | -0.32601 | 1.601647 | 11.042002 | 1.958899 | 0.437479 | 0.344008 | -3.40475 | 0.834323 | 0.467172 | 11.087129 | train |
0 | 97 | 52.639978 | 82.922343 | 1.976117 | 14.570117 | 51.250012 | 141.289299 | 4.089165 | 79.439105 | 0 | normal | -0.056857 | 0.896189 | -1.442448 | 0.444949 | -0.172914 | 0.3307 | 0.404027 | 1.434692 | -0.088574 | 1.364099 | -1.878497 | 1.431222 | -0.415312 | -0.865394 | 1.173834 | 1.417416 | -0.114413 | 11.57437 | train |
0 | 98 | 52.689463 | 82.026696 | 2.147062 | 14.759887 | 50.275025 | 133.151531 | 4.243027 | 77.697996 | 0 | normal | 0.049486 | 0.870215 | -0.895647 | -0.70527 | 0.170945 | 1.601765 | 0.189771 | 1.86607 | -0.974987 | 0.246488 | -8.137767 | -0.549737 | 0.153862 | -0.344374 | -1.741109 | 0.368775 | -0.358133 | 11.468136 | train |
0 | 99 | 53.234438 | 83.066822 | 2.181435 | 15.420943 | 50.29646 | 131.889954 | 4.286165 | 77.956563 | 0 | normal | 0.544975 | 1.338158 | 1.040126 | 0.597001 | 0.034373 | 1.715364 | 0.661056 | 3.030726 | 0.021436 | 0.28863 | -1.261578 | -0.869747 | 0.043138 | -0.192319 | 0.258567 | 0.492335 | -0.445296 | 12.021637 | train |
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