PDMLibrary
Collection
14 items • Updated
Datasets:
datetime stringdate 2015-01-01 06:00:00 2016-01-01 06:00:00 | machineID int64 1 100 | volt float64 97.3 255 | rotate float64 138 695 | pressure float64 51.2 186 | vibration float64 14.9 76.8 | model stringclasses 4 values | age int64 0 20 | comp stringclasses 5 values | failure stringclasses 5 values | label int64 0 4 |
|---|---|---|---|---|---|---|---|---|---|---|
2015-01-01 06:00:00 | 1 | 176.217853 | 418.504078 | 113.077935 | 45.087686 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 07:00:00 | 1 | 162.879223 | 402.74749 | 95.460525 | 43.413973 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 08:00:00 | 1 | 170.989902 | 527.349825 | 75.237905 | 34.178847 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 09:00:00 | 1 | 162.462833 | 346.149335 | 109.248561 | 41.122144 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 10:00:00 | 1 | 157.610021 | 435.376873 | 111.886648 | 25.990511 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 11:00:00 | 1 | 172.504839 | 430.323362 | 95.927042 | 35.655017 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 12:00:00 | 1 | 156.556031 | 499.071623 | 111.755684 | 42.75392 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 13:00:00 | 1 | 172.522781 | 409.624717 | 101.001083 | 35.482009 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 14:00:00 | 1 | 175.324524 | 398.648781 | 110.624361 | 45.482287 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 15:00:00 | 1 | 169.218423 | 460.85067 | 104.84823 | 39.901735 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 16:00:00 | 1 | 167.060981 | 382.483543 | 103.780663 | 42.6758 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 17:00:00 | 1 | 160.263954 | 448.084256 | 96.480976 | 38.543681 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 18:00:00 | 1 | 153.353492 | 490.672921 | 86.01244 | 44.108554 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 19:00:00 | 1 | 182.739113 | 418.199252 | 93.484954 | 41.36719 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 20:00:00 | 1 | 170.335438 | 402.461187 | 93.235787 | 39.739883 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 21:00:00 | 1 | 182.467109 | 501.918973 | 85.762615 | 51.021486 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 22:00:00 | 1 | 151.335682 | 444.922656 | 94.247371 | 42.119652 | model3 | 18 | nomaint | regular | 0 |
2015-01-01 23:00:00 | 1 | 172.535396 | 511.886364 | 91.329429 | 32.248832 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 00:00:00 | 1 | 180.097495 | 486.712304 | 96.733915 | 38.896776 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 01:00:00 | 1 | 169.605854 | 519.452812 | 78.88078 | 40.156875 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 02:00:00 | 1 | 167.129117 | 427.050768 | 91.699899 | 44.642351 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 03:00:00 | 1 | 158.2714 | 422.811052 | 92.439132 | 39.781917 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 04:00:00 | 1 | 200.87243 | 403.235951 | 96.535487 | 32.516838 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 05:00:00 | 1 | 181.257522 | 495.777958 | 93.43929 | 52.355876 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 06:00:00 | 1 | 197.363125 | 446.943947 | 114.342061 | 29.527665 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 07:00:00 | 1 | 171.200895 | 384.645962 | 103.373293 | 35.796566 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 08:00:00 | 1 | 160.528861 | 486.459056 | 86.944273 | 42.992509 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 09:00:00 | 1 | 147.300678 | 420.610792 | 110.408985 | 34.203042 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 10:00:00 | 1 | 160.458503 | 412.965696 | 90.711354 | 36.963766 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 11:00:00 | 1 | 173.394523 | 439.57946 | 97.675827 | 37.117103 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 12:00:00 | 1 | 185.205355 | 445.606447 | 105.993247 | 47.862484 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 13:00:00 | 1 | 173.791252 | 385.354924 | 99.506819 | 42.921336 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 14:00:00 | 1 | 152.420775 | 497.84062 | 101.641691 | 30.665184 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 15:00:00 | 1 | 180.030715 | 486.893593 | 93.743827 | 43.099758 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 16:00:00 | 1 | 145.248486 | 495.376449 | 111.950587 | 37.422272 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 17:00:00 | 1 | 164.512216 | 424.542633 | 102.48553 | 42.243374 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 18:00:00 | 1 | 165.258225 | 493.161428 | 127.014498 | 45.135194 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 19:00:00 | 1 | 140.776309 | 432.043773 | 99.824497 | 31.279321 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 20:00:00 | 1 | 183.800863 | 414.274295 | 86.32376 | 37.789834 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 21:00:00 | 1 | 160.656926 | 446.613843 | 115.313312 | 35.944564 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 22:00:00 | 1 | 164.98945 | 418.069791 | 80.668287 | 42.638679 | model3 | 18 | nomaint | regular | 0 |
2015-01-02 23:00:00 | 1 | 190.927218 | 437.960441 | 85.260247 | 40.566202 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 00:00:00 | 1 | 179.550116 | 502.787456 | 109.96602 | 41.730698 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 01:00:00 | 1 | 168.373525 | 489.910898 | 114.042406 | 36.092656 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 02:00:00 | 1 | 177.706442 | 521.837936 | 101.528033 | 35.468444 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 03:00:00 | 1 | 175.989077 | 510.256976 | 92.362872 | 36.376034 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 04:00:00 | 1 | 194.942847 | 418.842271 | 95.896312 | 47.163648 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 05:00:00 | 1 | 174.138401 | 489.250315 | 91.926306 | 32.323616 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 06:00:00 | 1 | 177.594089 | 459.95667 | 96.651624 | 52.997327 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 07:00:00 | 1 | 175.21328 | 486.494804 | 104.432962 | 47.875804 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 08:00:00 | 1 | 164.341435 | 568.97231 | 94.488533 | 49.023585 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 09:00:00 | 1 | 171.464292 | 454.317959 | 85.24661 | 47.698464 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 10:00:00 | 1 | 194.58117 | 448.360259 | 98.390618 | 50.602141 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 11:00:00 | 1 | 156.866113 | 405.86984 | 98.640816 | 54.698163 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 12:00:00 | 1 | 171.8264 | 439.841489 | 87.874871 | 55.768097 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 13:00:00 | 1 | 190.43196 | 427.675888 | 116.008404 | 55.06211 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 14:00:00 | 1 | 166.480684 | 487.422676 | 90.423892 | 66.764515 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 15:00:00 | 1 | 154.199258 | 469.854313 | 85.755546 | 47.946793 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 16:00:00 | 1 | 156.953246 | 462.024182 | 106.346718 | 48.820301 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 17:00:00 | 1 | 164.148095 | 429.822144 | 104.532124 | 43.788682 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 18:00:00 | 1 | 157.289749 | 416.035004 | 93.106986 | 48.414359 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 19:00:00 | 1 | 166.090409 | 425.803431 | 87.685418 | 57.928057 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 20:00:00 | 1 | 163.783704 | 520.582694 | 97.160984 | 56.442488 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 21:00:00 | 1 | 167.254238 | 382.541315 | 104.485227 | 39.273567 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 22:00:00 | 1 | 176.105841 | 428.325822 | 107.266872 | 52.364675 | model3 | 18 | nomaint | regular | 0 |
2015-01-03 23:00:00 | 1 | 179.369497 | 374.127148 | 87.737435 | 49.153972 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 00:00:00 | 1 | 195.173086 | 436.17362 | 103.833238 | 49.947102 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 01:00:00 | 1 | 168.969595 | 467.285905 | 117.148227 | 58.39205 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 02:00:00 | 1 | 165.187401 | 475.126937 | 114.584421 | 57.549016 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 03:00:00 | 1 | 192.065086 | 506.595129 | 113.672301 | 57.809162 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 04:00:00 | 1 | 195.564941 | 384.138905 | 106.552828 | 49.657392 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 05:00:00 | 1 | 170.648661 | 464.189726 | 103.742947 | 58.457667 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 06:00:00 | 1 | 165.01014 | 448.468838 | 97.70963 | 48.238941 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 07:00:00 | 1 | 142.666469 | 433.279499 | 118.853452 | 54.848731 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 08:00:00 | 1 | 191.168936 | 479.615136 | 101.999663 | 52.882567 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 09:00:00 | 1 | 157.436263 | 438.091311 | 113.100915 | 53.695544 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 10:00:00 | 1 | 153.143558 | 440.162685 | 94.524894 | 57.411078 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 11:00:00 | 1 | 215.656488 | 458.097746 | 95.03628 | 51.647981 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 12:00:00 | 1 | 173.52532 | 421.728389 | 100.617527 | 50.458297 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 13:00:00 | 1 | 169.501121 | 454.460114 | 91.675576 | 45.951349 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 14:00:00 | 1 | 129.016707 | 479.457721 | 111.575038 | 49.398412 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 15:00:00 | 1 | 168.503141 | 455.536868 | 83.689837 | 43.917862 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 16:00:00 | 1 | 184.640476 | 365.213804 | 87.474009 | 52.048152 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 17:00:00 | 1 | 176.208034 | 517.348533 | 82.400818 | 46.950492 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 18:00:00 | 1 | 183.684832 | 414.481164 | 111.684659 | 56.837165 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 19:00:00 | 1 | 199.755983 | 425.83256 | 107.33508 | 41.674887 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 20:00:00 | 1 | 187.536628 | 427.76397 | 103.159963 | 50.146515 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 21:00:00 | 1 | 162.368945 | 458.491868 | 95.748683 | 50.240045 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 22:00:00 | 1 | 180.562703 | 447.1014 | 89.260131 | 51.941914 | model3 | 18 | nomaint | regular | 0 |
2015-01-04 23:00:00 | 1 | 167.023756 | 471.194987 | 89.474271 | 62.464103 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 00:00:00 | 1 | 161.928938 | 376.719605 | 89.969588 | 58.087488 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 01:00:00 | 1 | 127.16362 | 430.475185 | 95.667178 | 46.8456 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 02:00:00 | 1 | 158.155297 | 429.346217 | 94.892589 | 58.225151 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 03:00:00 | 1 | 177.31722 | 461.801246 | 103.056344 | 49.894647 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 04:00:00 | 1 | 202.520488 | 387.005318 | 94.686208 | 45.202347 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 05:00:00 | 1 | 177.510419 | 469.787301 | 100.498426 | 59.577251 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 06:00:00 | 1 | 179.303153 | 499.777962 | 111.833028 | 52.383097 | model3 | 18 | comp4 | comp4 | 4 |
2015-01-05 06:00:00 | 1 | 179.303153 | 499.777962 | 111.833028 | 52.383097 | model3 | 18 | comp1 | comp4 | 4 |
2015-01-05 07:00:00 | 1 | 155.511452 | 498.398435 | 103.068134 | 33.270415 | model3 | 18 | nomaint | regular | 0 |
2015-01-05 08:00:00 | 1 | 172.439821 | 392.124959 | 108.135159 | 39.477497 | model3 | 18 | nomaint | regular | 0 |
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