UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.5 | 327.814815 | 1,887 | 24.3 | 28 | null |
null | 1 | 298.3 | 324.481482 | 1,645 | 30.4 | 33 | null |
null | 2 | 300.5 | 334.481482 | 1,370 | 56.1 | 7 | null |
null | 0 | 302 | 331.148148 | 1,346 | 54.7 | 196 | null |
null | 2 | 298.7 | 327.814815 | 1,622 | 34.6 | 8 | null |
null | 2 | 297.5 | 325.962963 | 1,530 | 40 | 206 | null |
null | 1 | 301.4 | 331.888889 | 1,610 | 34.6 | 187 | null |
null | 1 | 297.4 | 323.37037 | 1,782 | 25.9 | 54 | null |
null | 1 | 296.8 | 321.518519 | 1,497 | 41.7 | 231 | null |
null | 1 | 296.6 | 319.296296 | 1,465 | 47.8 | 187 | null |
null | 1 | 301.6 | 329.296296 | 1,362 | 55.8 | 70 | null |
null | 0 | 299.3 | 325.222222 | 1,425 | 40.6 | 123 | null |
null | 1 | 296.2 | 318.555556 | 1,515 | 36.5 | 38 | null |
null | 1 | 297.5 | 324.481482 | 1,417 | 49.8 | 177 | null |
null | 2 | 303 | 337.444444 | 1,483 | 38.8 | 114 | null |
null | 2 | 302.6 | 337.074074 | 1,458 | 38.8 | 34 | null |
null | 1 | 296.8 | 320.777778 | 1,573 | 36.4 | 126 | null |
null | 2 | 299.5 | 331.888889 | 1,754 | 31.3 | 114 | null |
null | 2 | 301.1 | 333.740741 | 1,654 | 30.7 | 28 | null |
null | 0 | 299.7 | 330.037037 | 1,462 | 40.4 | 19 | null |
null | 1 | 297.4 | 323 | 1,378 | 39.9 | 63 | null |
null | 1 | 299.4 | 325.222222 | 1,800 | 24.3 | 128 | null |
null | 2 | 299.9 | 326.703704 | 1,889 | 26 | 6 | null |
null | 0 | 299.4 | 325.222222 | 1,415 | 51.7 | 62 | null |
null | 2 | 301.8 | 333 | 1,413 | 42.2 | 9 | null |
null | 1 | 298.4 | 325.222222 | 1,474 | 52.7 | 95 | null |
null | 1 | 300.8 | 333.37037 | 1,481 | 38.5 | 181 | null |
null | 2 | 298.2 | 320.407407 | 1,681 | 31 | 84 | null |
null | 1 | 300 | 334.111111 | 1,508 | 38.2 | 18 | null |
null | 1 | 299.5 | 328.555556 | 1,402 | 51.7 | 58 | null |
null | 1 | 301.2 | 331.888889 | 1,479 | 41.2 | 155 | null |
null | 1 | 297.5 | 324.851852 | 1,390 | 44.6 | 140 | null |
null | 1 | 301.6 | 331.518519 | 1,424 | 50.5 | 214 | null |
null | 1 | 300.6 | 335.592593 | 1,501 | 44.8 | 226 | null |
null | 2 | 302.7 | 337.074074 | 1,350 | 58.6 | 2 | null |
null | 2 | 296.7 | 320.777778 | 1,672 | 32.4 | 113 | null |
null | 2 | 300.8 | 327.444444 | 1,404 | 38.7 | 44 | null |
null | 0 | 304.2 | 341.148148 | 1,625 | 37.3 | 27 | null |
null | 1 | 303.4 | 336.333333 | 1,521 | 35.9 | 215 | null |
null | 2 | 301 | 332.259259 | 1,510 | 44.5 | 66 | null |
null | 2 | 301.1 | 332.259259 | 1,552 | 37.9 | 126 | null |
null | 0 | 297.2 | 323.37037 | 1,524 | 41.4 | 192 | null |
null | 1 | 300.9 | 330.407407 | 1,561 | 32.7 | 67 | null |
null | 1 | 303.6 | 340.037037 | 1,617 | 30.9 | 122 | null |
null | 1 | 298.6 | 327.074074 | 1,547 | 44.8 | 36 | null |
null | 1 | 300.3 | 327.074074 | 1,551 | 37.9 | 42 | null |
null | 1 | 300.8 | 333 | 1,480 | 41.1 | 176 | null |
null | 1 | 298.4 | 322.62963 | 1,473 | 39.9 | 184 | null |
null | 1 | 300.3 | 333 | 1,605 | 37.1 | 160 | null |
null | 1 | 302.3 | 331.888889 | 1,723 | 26.3 | 213 | null |
null | 2 | 302.9 | 337.814815 | 1,334 | 50.9 | 5 | null |
null | 1 | 300 | 327.074074 | 1,641 | 30.1 | 35 | null |
null | 2 | 301.9 | 331.148148 | 1,260 | 65.9 | 29 | null |
null | 0 | 297.3 | 322.259259 | 1,653 | 31.4 | 9 | null |
null | 1 | 296.6 | 319.666667 | 1,439 | 45.5 | 199 | null |
null | 2 | 299.6 | 332.259259 | 1,474 | 39.7 | 64 | null |
null | 1 | 300.4 | 328.925926 | 1,282 | 66.1 | 40 | null |
null | 1 | 298.8 | 328.185185 | 1,508 | 36.3 | 69 | null |
null | 1 | 300.9 | 332.259259 | 1,497 | 43.2 | 62 | null |
null | 1 | 300.4 | 327.444444 | 1,553 | 43.9 | 75 | null |
null | 1 | 300.6 | 335.222222 | 1,556 | 34.9 | 76 | null |
null | 2 | 298.5 | 327.814815 | 1,523 | 44.6 | 83 | null |
null | 2 | 300.7 | 337.814815 | 1,371 | 61.7 | 102 | null |
null | 1 | 301.5 | 330.777778 | 1,556 | 39.1 | 48 | null |
null | 1 | 297.9 | 324.851852 | 1,393 | 40.6 | 45 | null |
null | 1 | 299 | 330.407407 | 1,713 | 28 | 116 | null |
null | 2 | 299 | 330.037037 | 1,494 | 46.6 | 144 | null |
null | 1 | 298.1 | 321.148148 | 1,665 | 32 | 7 | null |
null | 2 | 300.7 | 331.518519 | 1,377 | 46.7 | 36 | null |
null | 1 | 301.9 | 333.37037 | 1,657 | 29.1 | 23 | null |
null | 0 | 303.5 | 336.333333 | 1,397 | 52.9 | 80 | null |
null | 2 | 299.5 | 324.481482 | 1,886 | 20.9 | 117 | null |
null | 0 | 299.3 | 325.222222 | 1,732 | 29.7 | 141 | null |
null | 1 | 297.4 | 325.962963 | 1,698 | 29.4 | 119 | null |
null | 2 | 298.5 | 321.148148 | 1,640 | 33.1 | 146 | null |
null | 2 | 303.9 | 341.148148 | 1,507 | 34.3 | 161 | null |
null | 1 | 298.1 | 320.407407 | 1,664 | 27.6 | 145 | null |
null | 1 | 303.4 | 334.851852 | 1,564 | 41.9 | 137 | null |
null | 1 | 304 | 340.407407 | 1,720 | 28.7 | 106 | null |
null | 2 | 300.5 | 328.185185 | 1,566 | 35.9 | 204 | null |
null | 2 | 298.7 | 325.962963 | 1,410 | 45.6 | 47 | null |
null | 0 | 298.4 | 321.148148 | 1,605 | 31 | 18 | null |
null | 2 | 297.8 | 319.296296 | 1,902 | 24.3 | 129 | null |
null | 2 | 299.3 | 324.481482 | 1,648 | 28.4 | 188 | null |
null | 0 | 298 | 320.777778 | 1,588 | 35.4 | 114 | null |
null | 2 | 300.2 | 334.851852 | 1,608 | 35 | 212 | null |
null | 1 | 302.4 | 333 | 1,634 | 34.2 | 184 | null |
null | 1 | 298 | 324.111111 | 1,619 | 40.1 | 45 | null |
null | 1 | 297.4 | 323.740741 | 1,532 | 38.7 | 136 | null |
null | 1 | 297.5 | 326.333333 | 1,675 | 29.8 | 72 | null |
null | 2 | 298.7 | 323 | 1,441 | 43.2 | 132 | null |
null | 1 | 300.5 | 335.222222 | 1,409 | 54.7 | 104 | null |
null | 1 | 298.7 | 328.555556 | 1,753 | 26.8 | 40 | null |
null | 1 | 295.7 | 315.962963 | 1,737 | 26.2 | 97 | null |
null | 1 | 297.2 | 324.481482 | 1,451 | 43.1 | 68 | null |
null | 1 | 300.4 | 328.925926 | 1,423 | 44.2 | 189 | null |
null | 1 | 298.9 | 331.148148 | 1,387 | 52.7 | 2 | null |
null | 1 | 300.3 | 335.222222 | 1,317 | 56.5 | 7 | null |
null | 1 | 296.9 | 319.666667 | 2,721 | 9.3 | 18 | null |
null | 2 | 301 | 334.851852 | 1,301 | 55 | 9 | null |
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