UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 0 | 299.2 | 330.777778 | 1,329 | 48.9 | 30 | null |
null | 1 | 298.8 | 328.185185 | 1,334 | 49.3 | 42 | null |
null | 1 | 297.4 | 322.62963 | 1,347 | 45.8 | 43 | null |
null | 1 | 299.2 | 331.148148 | 1,534 | 39.7 | 83 | null |
null | 1 | 302.3 | 329.296296 | 1,653 | 29.7 | 34 | null |
null | 1 | 303.5 | 340.037037 | 1,322 | 59.5 | 71 | null |
null | 0 | 298.6 | 325.592593 | 1,423 | 44.3 | 29 | null |
null | 1 | 303.6 | 335.222222 | 1,546 | 38.5 | 64 | null |
null | 2 | 297.2 | 322.62963 | 1,604 | 39.4 | 9 | null |
null | 1 | 300.6 | 326.703704 | 1,471 | 44.1 | 244 | null |
null | 1 | 300.4 | 327.444444 | 1,523 | 38.5 | 124 | null |
null | 1 | 301.2 | 332.259259 | 1,413 | 50.1 | 141 | null |
null | 1 | 300.6 | 328.185185 | 1,502 | 42.4 | 133 | null |
null | 1 | 300.9 | 330.777778 | 1,570 | 40.1 | 79 | null |
null | 2 | 300.5 | 330.777778 | 1,469 | 42.9 | 14 | null |
null | 1 | 298.3 | 325.222222 | 1,471 | 48.3 | 91 | null |
null | 2 | 298.8 | 328.555556 | 1,741 | 27.7 | 50 | null |
null | 1 | 298.8 | 329.296296 | 1,481 | 47.4 | 187 | null |
null | 2 | 300.5 | 326.703704 | 1,877 | 23.8 | 31 | null |
null | 1 | 297.3 | 321.888889 | 1,468 | 49.8 | 0 | null |
null | 1 | 297.4 | 323.37037 | 1,369 | 53.2 | 43 | null |
null | 2 | 299.9 | 328.555556 | 1,639 | 42.1 | 159 | null |
null | 2 | 302.3 | 333.37037 | 1,505 | 36.7 | 78 | null |
null | 1 | 299.9 | 326.703704 | 1,467 | 41.2 | 20 | null |
null | 1 | 297.4 | 324.111111 | 1,468 | 46.6 | 94 | null |
null | 1 | 299.7 | 332.62963 | 1,983 | 21 | 201 | null |
null | 2 | 298.8 | 329.666667 | 1,581 | 37.5 | 75 | null |
null | 1 | 302.3 | 334.481482 | 1,543 | 33.1 | 39 | null |
null | 1 | 298.6 | 326.703704 | 1,316 | 51.4 | 52 | null |
null | 0 | 298.9 | 329.296296 | 1,491 | 45.3 | 133 | null |
null | 1 | 296.3 | 318.185185 | 1,654 | 29.6 | 188 | null |
null | 0 | 300.4 | 334.851852 | 1,715 | 30.8 | 203 | null |
null | 2 | 301.8 | 331.888889 | 1,618 | 37.8 | 59 | null |
null | 1 | 302 | 331.148148 | 1,358 | 53.1 | 194 | null |
null | 1 | 298.2 | 321.148148 | 1,769 | 27.2 | 188 | null |
null | 1 | 300.3 | 327.444444 | 1,624 | 32.6 | 175 | null |
null | 2 | 297.7 | 322.259259 | 1,370 | 53.4 | 162 | null |
null | 1 | 297.4 | 325.962963 | 1,584 | 42.8 | 186 | null |
null | 1 | 300.6 | 326.703704 | 1,556 | 36 | 98 | null |
null | 2 | 302.3 | 331.888889 | 1,762 | 27.8 | 127 | null |
null | 2 | 297.4 | 323 | 1,564 | 35 | 105 | null |
null | 1 | 303.8 | 338.925926 | 1,664 | 29.3 | 178 | null |
null | 0 | 300.2 | 334.851852 | 1,547 | 37.7 | 217 | null |
null | 1 | 302.5 | 335.592593 | 1,335 | 52.7 | 135 | null |
null | 1 | 299.3 | 330.407407 | 1,725 | 26.8 | 167 | null |
null | 1 | 299.8 | 333 | 1,466 | 46.1 | 58 | null |
null | 0 | 297.7 | 324.851852 | 1,479 | 40.9 | 87 | null |
null | 1 | 304.1 | 341.518519 | 1,374 | 56.6 | 115 | null |
null | 1 | 297.5 | 324.111111 | 1,371 | 46.5 | 121 | null |
null | 2 | 301.2 | 329.296296 | 1,479 | 45.5 | 44 | null |
null | 1 | 300.2 | 334.111111 | 1,452 | 47.8 | 34 | null |
null | 1 | 299 | 328.925926 | 1,672 | 33.2 | 144 | null |
null | 2 | 297.4 | 322.259259 | 1,536 | 34.6 | 4 | null |
null | 1 | 303.5 | 337.814815 | 1,481 | 43.7 | 20 | null |
null | 1 | 302.5 | 330.037037 | 1,446 | 44 | 146 | null |
null | 0 | 296.4 | 318.185185 | 1,638 | 32.5 | 146 | null |
null | 1 | 298.1 | 324.111111 | 1,556 | 31.6 | 145 | null |
null | 0 | 298.7 | 327.444444 | 1,654 | 34.3 | 136 | null |
null | 1 | 300.5 | 334.481482 | 1,316 | 49.7 | 55 | null |
null | 1 | 301.1 | 331.518519 | 1,376 | 49.1 | 0 | null |
null | 1 | 300.9 | 331.518519 | 1,509 | 37.5 | 12 | null |
null | 1 | 303.7 | 340.037037 | 1,457 | 44.1 | 40 | null |
null | 0 | 296.9 | 321.148148 | 1,557 | 36.5 | 63 | null |
null | 1 | 297.1 | 322.259259 | 1,427 | 45.2 | 136 | null |
null | 1 | 300.2 | 334.851852 | 1,999 | 21 | 19 | null |
null | 1 | 300.9 | 331.148148 | 1,350 | 53.8 | 131 | null |
null | 2 | 298.8 | 327.814815 | 1,453 | 47.7 | 101 | null |
null | 1 | 300.1 | 329.296296 | 1,569 | 43.5 | 17 | null |
null | 1 | 302.7 | 331.148148 | 1,564 | 34.3 | 0 | null |
null | 1 | 295.7 | 314.481482 | 1,408 | 47.9 | 117 | null |
null | 0 | 297.8 | 319.666667 | 1,631 | 31.3 | 124 | null |
null | 1 | 301.9 | 333.740741 | 1,366 | 55.6 | 57 | null |
null | 1 | 301.2 | 330.407407 | 1,516 | 44.4 | 53 | null |
null | 1 | 301.1 | 330.777778 | 1,529 | 38.7 | 91 | null |
null | 0 | 300.5 | 333.37037 | 1,397 | 45.2 | 2 | null |
null | 1 | 301.1 | 328.185185 | 1,493 | 38.9 | 149 | null |
null | 1 | 301.4 | 331.148148 | 1,634 | 31.1 | 171 | null |
null | 1 | 301.5 | 330.777778 | 1,453 | 44.2 | 129 | null |
null | 1 | 299.7 | 329.666667 | 1,458 | 43.4 | 28 | null |
null | 1 | 297.7 | 324.851852 | 1,715 | 27.2 | 193 | null |
null | 2 | 300.3 | 334.851852 | 1,304 | 62.8 | 118 | null |
null | 1 | 298.9 | 329.296296 | 2,109 | 18 | 61 | null |
null | 1 | 297.4 | 323.740741 | 1,494 | 42.6 | 161 | null |
null | 0 | 297.2 | 323.37037 | 1,482 | 39.3 | 187 | null |
null | 1 | 299.4 | 324.111111 | 1,504 | 37.8 | 112 | null |
null | 1 | 299.6 | 325.222222 | 1,525 | 42.8 | 160 | null |
null | 1 | 302.8 | 333 | 1,563 | 32.2 | 78 | null |
null | 1 | 297.1 | 323 | 1,304 | 53.5 | 153 | null |
null | 1 | 300.8 | 333.740741 | 1,505 | 45.5 | 141 | null |
null | 0 | 304 | 340.777778 | 1,517 | 43.1 | 96 | null |
null | 1 | 301.8 | 328.925926 | 1,393 | 44.9 | 208 | null |
null | 1 | 296.7 | 320.777778 | 1,605 | 31.3 | 128 | null |
null | 1 | 301 | 331.148148 | 1,641 | 33.4 | 12 | null |
null | 1 | 298.1 | 321.518519 | 1,626 | 36.5 | 83 | null |
null | 1 | 295.9 | 316.703704 | 1,547 | 40.9 | 107 | null |
null | 2 | 302.3 | 334.111111 | 1,484 | 39.5 | 22 | null |
null | 2 | 298.1 | 321.148148 | 1,303 | 53.9 | 52 | null |
null | 0 | 298.6 | 327.814815 | 1,672 | 27.5 | 54 | null |
null | 0 | 298.1 | 327.074074 | 1,530 | 40.2 | 65 | null |
null | 1 | 298.3 | 328.925926 | 1,507 | 44.7 | 73 | null |
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