UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.2 | 329.666667 | 1,530 | 48.5 | 15 | null |
null | 0 | 302.5 | 334.481482 | 1,655 | 32.3 | 142 | null |
null | 1 | 300.4 | 328.555556 | 1,376 | 43.5 | 74 | null |
null | 2 | 298.1 | 323.37037 | 1,463 | 45.9 | 3 | null |
null | 1 | 298.3 | 322.62963 | 1,597 | 32.4 | 69 | null |
null | 2 | 301.8 | 334.481482 | 1,416 | 49 | 136 | null |
null | 2 | 301.9 | 331.148148 | 1,412 | 46.5 | 89 | null |
null | 2 | 301.2 | 329.296296 | 1,558 | 32.6 | 34 | null |
null | 1 | 300.6 | 326.703704 | 1,442 | 43.2 | 96 | null |
null | 0 | 297.8 | 318.925926 | 1,516 | 40.1 | 166 | null |
null | 1 | 302.3 | 335.592593 | 1,605 | 35.2 | 152 | null |
null | 1 | 297.5 | 327.444444 | 1,312 | 50.7 | 0 | null |
null | 1 | 299.8 | 326.703704 | 1,555 | 34.8 | 122 | null |
null | 1 | 301.7 | 329.296296 | 1,384 | 50.5 | 38 | null |
null | 1 | 297.5 | 326.703704 | 1,318 | 58.2 | 146 | null |
null | 1 | 299.8 | 332.259259 | 1,545 | 40.7 | 166 | null |
null | 1 | 297.4 | 323.37037 | 1,692 | 34.3 | 83 | null |
null | 2 | 298.9 | 328.555556 | 1,501 | 37.1 | 70 | null |
null | 1 | 298 | 322.259259 | 1,442 | 44.1 | 204 | null |
null | 1 | 300.5 | 331.148148 | 1,543 | 36.2 | 30 | null |
null | 2 | 303 | 338.185185 | 1,524 | 42.1 | 76 | null |
null | 1 | 302.4 | 329.666667 | 1,578 | 31.2 | 139 | null |
null | 0 | 298.9 | 328.555556 | 1,376 | 51 | 32 | null |
null | 2 | 300.4 | 336.333333 | 1,596 | 30.4 | 191 | null |
null | 1 | 297.3 | 323.37037 | 1,350 | 57.6 | 186 | null |
null | 2 | 298.8 | 328.925926 | 1,486 | 38.5 | 55 | null |
null | 1 | 298.1 | 322.259259 | 1,654 | 32.1 | 25 | null |
null | 1 | 302.5 | 330.037037 | 1,326 | 58.5 | 55 | null |
null | 1 | 300.4 | 334.481482 | 1,441 | 44.6 | 96 | null |
null | 1 | 299.2 | 330.777778 | 1,705 | 29.5 | 95 | null |
null | 1 | 297.9 | 319.666667 | 1,561 | 37.7 | 16 | null |
null | 1 | 299 | 328.555556 | 1,630 | 34 | 92 | null |
null | 2 | 298.3 | 320.777778 | 1,392 | 50.4 | 101 | null |
null | 2 | 297.1 | 321.148148 | 1,980 | 20.3 | 159 | null |
null | 1 | 303.4 | 337.444444 | 1,663 | 33.9 | 78 | null |
null | 1 | 300.5 | 331.888889 | 1,728 | 26.3 | 125 | null |
null | 2 | 299.2 | 324.851852 | 1,573 | 37.4 | 212 | null |
null | 2 | 297.2 | 321.888889 | 1,340 | 61.3 | 207 | null |
null | 2 | 300.9 | 334.481482 | 1,704 | 31.3 | 159 | null |
null | 1 | 300.9 | 332.62963 | 1,432 | 48.1 | 59 | null |
null | 1 | 299.3 | 331.888889 | 1,426 | 42.4 | 0 | null |
null | 1 | 297.4 | 321.888889 | 1,474 | 39.4 | 20 | null |
null | 1 | 299 | 323 | 1,356 | 52.6 | 188 | null |
null | 1 | 297.8 | 320.777778 | 1,597 | 38.2 | 11 | null |
null | 2 | 298.9 | 328.555556 | 1,645 | 31.4 | 86 | null |
null | 2 | 298.6 | 327.444444 | 1,525 | 42.4 | 2 | null |
null | 1 | 301.7 | 333 | 1,455 | 39.8 | 118 | null |
null | 2 | 302.9 | 333 | 1,926 | 21.8 | 58 | null |
null | 1 | 301 | 336.703704 | 1,405 | 46.1 | 79 | null |
null | 0 | 302.3 | 333 | 1,543 | 37.5 | 73 | null |
null | 2 | 299.3 | 325.592593 | 1,449 | 47.9 | 131 | null |
null | 1 | 300.2 | 327.074074 | 1,495 | 32.6 | 49 | null |
null | 1 | 298.3 | 325.222222 | 1,519 | 36.9 | 41 | null |
null | 1 | 300.5 | 334.851852 | 1,365 | 53 | 85 | null |
null | 0 | 299.2 | 325.592593 | 1,410 | 47.1 | 9 | null |
null | 2 | 300.3 | 325.962963 | 1,490 | 47.9 | 163 | null |
null | 2 | 296.1 | 318.185185 | 1,433 | 38.5 | 14 | null |
null | 1 | 303.6 | 339.666667 | 1,480 | 41.4 | 135 | null |
null | 2 | 303.8 | 337.814815 | 1,597 | 33.4 | 203 | null |
null | 2 | 298.3 | 320.407407 | 1,717 | 27.1 | 7 | null |
null | 2 | 302.6 | 330.777778 | 1,524 | 33.7 | 204 | null |
null | 2 | 300.9 | 330.407407 | 1,375 | 44.7 | 87 | null |
null | 0 | 301.3 | 331.148148 | 1,527 | 44 | 114 | null |
null | 2 | 302 | 331.888889 | 1,609 | 35.2 | 4 | null |
null | 2 | 299.1 | 331.888889 | 1,517 | 38.4 | 185 | null |
null | 2 | 298.3 | 322.62963 | 1,379 | 48 | 181 | null |
null | 1 | 298.2 | 322.62963 | 1,568 | 36 | 92 | null |
null | 2 | 300.1 | 334.111111 | 1,524 | 40.6 | 98 | null |
null | 2 | 299.1 | 328.925926 | 1,580 | 36 | 195 | null |
null | 1 | 297.6 | 322.62963 | 1,438 | 47.8 | 84 | null |
null | 2 | 303.1 | 338.185185 | 1,766 | 26.7 | 157 | null |
null | 1 | 298.3 | 321.518519 | 1,578 | 37.8 | 101 | null |
null | 1 | 298.5 | 327.074074 | 1,548 | 44.5 | 132 | null |
null | 0 | 298.2 | 325.222222 | 1,360 | 56.8 | 107 | null |
null | 2 | 303.4 | 335.592593 | 1,515 | 42.6 | 204 | null |
null | 2 | 300.3 | 330.407407 | 1,293 | 49.7 | 37 | null |
null | 2 | 301.3 | 331.888889 | 1,509 | 40.1 | 25 | null |
null | 1 | 302.5 | 330.037037 | 1,405 | 57.4 | 152 | null |
null | 1 | 300.2 | 335.592593 | 1,379 | 51 | 46 | null |
null | 1 | 298.1 | 322.62963 | 1,495 | 38.7 | 188 | null |
null | 1 | 300.5 | 334.111111 | 1,445 | 41.5 | 66 | null |
null | 2 | 299.3 | 330.777778 | 1,563 | 42.1 | 19 | null |
null | 1 | 299.3 | 325.592593 | 1,551 | 39.1 | 147 | null |
null | 2 | 300.9 | 330.407407 | 1,576 | 40.4 | 92 | null |
null | 2 | 298.6 | 327.074074 | 1,426 | 45.4 | 38 | null |
null | 1 | 298.9 | 329.666667 | 1,705 | 32.5 | 63 | null |
null | 1 | 302.5 | 335.962963 | 1,452 | 47.4 | 77 | null |
null | 1 | 299 | 329.666667 | 1,377 | 62.5 | 92 | null |
null | 1 | 300.1 | 326.333333 | 1,712 | 28.5 | 141 | null |
null | 2 | 300.7 | 326.703704 | 1,589 | 35 | 52 | null |
null | 1 | 299.3 | 326.333333 | 1,325 | 62 | 47 | null |
null | 0 | 298.3 | 328.925926 | 1,419 | 47.1 | 105 | null |
null | 2 | 300.9 | 331.518519 | 1,420 | 43 | 133 | null |
null | 2 | 299 | 324.481482 | 1,418 | 45.7 | 204 | null |
null | 1 | 299.8 | 326.703704 | 2,256 | 15.9 | 201 | null |
null | 1 | 298.3 | 327.074074 | 1,542 | 36.7 | 134 | null |
null | 1 | 299.2 | 331.148148 | 1,567 | 38.4 | 172 | null |
null | 1 | 298.2 | 324.851852 | 1,737 | 25.5 | 26 | null |
null | 1 | 302.1 | 331.518519 | 1,314 | 52.8 | 8 | null |
null | 1 | 302.6 | 335.222222 | 1,254 | 54.1 | 19 | null |
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