UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 297.3 | 322.62963 | 1,550 | 37 | 54 | null |
null | 1 | 300.3 | 335.592593 | 1,451 | 41 | 55 | null |
null | 1 | 303.3 | 334.111111 | 1,511 | 43.4 | 65 | null |
null | 1 | 302.5 | 336.333333 | 1,673 | 29.9 | 42 | null |
null | 0 | 302.3 | 334.111111 | 1,443 | 44.1 | 51 | null |
null | 1 | 298.5 | 325.962963 | 1,504 | 33.7 | 182 | null |
null | 1 | 302.6 | 334.481482 | 1,442 | 59.8 | 169 | null |
null | 1 | 301.8 | 332.62963 | 1,529 | 41.6 | 12 | null |
null | 1 | 298.6 | 327.814815 | 1,356 | 54 | 6 | null |
null | 1 | 297.6 | 322.62963 | 1,816 | 28.8 | 106 | null |
null | 1 | 300.6 | 327.444444 | 1,726 | 30 | 147 | null |
null | 1 | 302.2 | 331.518519 | 1,567 | 36.4 | 100 | null |
null | 1 | 298.3 | 321.888889 | 1,840 | 21.5 | 88 | null |
null | 2 | 302.6 | 336.703704 | 1,611 | 39.9 | 210 | null |
null | 1 | 297.4 | 325.222222 | 1,583 | 32 | 166 | null |
null | 1 | 300.5 | 331.888889 | 1,445 | 46.6 | 155 | null |
null | 2 | 298.9 | 328.925926 | 1,561 | 45.3 | 58 | null |
null | 2 | 300.6 | 327.444444 | 1,365 | 50 | 70 | null |
null | 1 | 301.7 | 332.62963 | 1,715 | 24.8 | 17 | null |
null | 2 | 301 | 330.407407 | 1,517 | 46.1 | 145 | null |
null | 2 | 297.6 | 327.444444 | 1,592 | 35.8 | 57 | null |
null | 2 | 301.8 | 330.037037 | 1,666 | 32.7 | 19 | null |
null | 1 | 297.5 | 324.851852 | 1,427 | 44.7 | 135 | null |
null | 2 | 304.2 | 342.259259 | 1,424 | 43.7 | 151 | null |
null | 2 | 303.4 | 335.592593 | 1,391 | 42.7 | 197 | null |
null | 1 | 298.3 | 323.37037 | 1,416 | 52.7 | 151 | null |
null | 1 | 297.9 | 325.222222 | 1,502 | 40.2 | 30 | null |
null | 2 | 298.1 | 321.148148 | 1,377 | 55.1 | 42 | null |
null | 2 | 297.5 | 322.259259 | 2,448 | 13.8 | 29 | null |
null | 1 | 298.8 | 327.814815 | 1,529 | 44 | 136 | null |
null | 1 | 299.1 | 329.666667 | 1,695 | 29.6 | 8 | null |
null | 1 | 302.7 | 330.407407 | 1,489 | 42.7 | 33 | null |
null | 2 | 299 | 329.296296 | 1,705 | 30.1 | 84 | null |
null | 2 | 298.5 | 327.074074 | 1,501 | 40.2 | 114 | null |
null | 0 | 297.7 | 324.481482 | 1,469 | 43.7 | 96 | null |
null | 2 | 301 | 334.851852 | 1,609 | 35.8 | 156 | null |
null | 1 | 297.5 | 323.740741 | 1,596 | 36 | 141 | null |
null | 1 | 300.5 | 331.518519 | 1,606 | 33.5 | 121 | null |
null | 0 | 300.6 | 331.148148 | 1,830 | 26.2 | 78 | null |
null | 1 | 300.9 | 332.62963 | 1,382 | 51.2 | 136 | null |
null | 1 | 299.2 | 323 | 1,580 | 32.6 | 142 | null |
null | 1 | 300.2 | 330.037037 | 1,331 | 52.1 | 30 | null |
null | 1 | 301.6 | 329.296296 | 1,326 | 48.2 | 77 | null |
null | 1 | 300.7 | 329.296296 | 1,376 | 50.8 | 75 | null |
null | 2 | 298 | 320.037037 | 1,459 | 44.4 | 163 | null |
null | 1 | 299 | 330.037037 | 1,552 | 39.9 | 114 | null |
null | 2 | 298.4 | 324.111111 | 1,584 | 31.7 | 117 | null |
null | 1 | 303.5 | 336.333333 | 1,441 | 56.8 | 88 | null |
null | 1 | 297.3 | 321.888889 | 1,458 | 45.7 | 202 | null |
null | 0 | 298.6 | 324.481482 | 1,566 | 39.1 | 36 | null |
null | 2 | 300 | 333.740741 | 1,629 | 32.1 | 55 | null |
null | 1 | 300.9 | 333 | 1,417 | 40.7 | 24 | null |
null | 0 | 303.1 | 333.740741 | 1,494 | 42.7 | 221 | null |
null | 2 | 300.6 | 327.444444 | 1,588 | 37 | 50 | null |
null | 2 | 297.9 | 319.666667 | 1,647 | 30.8 | 212 | null |
null | 0 | 303.8 | 338.185185 | 1,748 | 25.1 | 175 | null |
null | 2 | 297.8 | 319.666667 | 1,405 | 46.9 | 113 | null |
null | 0 | 295.6 | 314.481482 | 1,256 | 62.3 | 142 | null |
null | 1 | 300.6 | 328.555556 | 1,428 | 48.8 | 109 | null |
null | 0 | 300 | 325.222222 | 1,622 | 31.8 | 103 | null |
null | 1 | 299.4 | 324.111111 | 1,553 | 42.7 | 128 | null |
null | 1 | 301.4 | 332.259259 | 1,414 | 38.8 | 162 | null |
null | 1 | 301.4 | 332.62963 | 1,470 | 40.6 | 86 | null |
null | 1 | 298 | 323.37037 | 1,395 | 46.2 | 122 | null |
null | 1 | 297.5 | 324.111111 | 1,454 | 45 | 19 | null |
null | 1 | 298.8 | 325.592593 | 1,513 | 40.3 | 160 | null |
null | 0 | 299.9 | 329.296296 | 1,447 | 51.4 | 185 | null |
null | 1 | 301.8 | 327.814815 | 1,442 | 45.3 | 233 | null |
null | 1 | 300.6 | 327.814815 | 1,639 | 30.4 | 121 | null |
null | 0 | 299.1 | 326.703704 | 1,811 | 24.6 | 77 | null |
null | 1 | 302.3 | 329.666667 | 1,394 | 55.4 | 57 | null |
null | 1 | 298.8 | 327.814815 | 1,374 | 58.6 | 123 | null |
null | 1 | 299.7 | 326.333333 | 1,592 | 34.2 | 8 | null |
null | 1 | 298.4 | 326.333333 | 1,806 | 27.6 | 64 | null |
null | 1 | 303.4 | 339.296296 | 1,449 | 43.9 | 94 | null |
null | 2 | 301.3 | 333 | 1,678 | 30.7 | 34 | null |
null | 0 | 300.7 | 331.148148 | 1,631 | 32.6 | 43 | null |
null | 2 | 301 | 327.814815 | 1,511 | 39.3 | 146 | null |
null | 1 | 302.2 | 334.111111 | 2,080 | 19.2 | 31 | null |
null | 0 | 302.5 | 334.481482 | 1,626 | 36 | 44 | null |
null | 1 | 300.5 | 334.851852 | 1,385 | 54.8 | 173 | null |
null | 2 | 298.1 | 323.740741 | 1,716 | 30.7 | 119 | null |
null | 1 | 300.4 | 328.185185 | 1,314 | 63.1 | 146 | null |
null | 1 | 299.3 | 325.592593 | 1,293 | 53.7 | 189 | null |
null | 1 | 302.7 | 335.592593 | 1,461 | 46.1 | 10 | null |
null | 2 | 297.9 | 325.222222 | 2,456 | 13.9 | 82 | null |
null | 2 | 302.4 | 329.666667 | 1,485 | 45.9 | 50 | null |
null | 1 | 300.8 | 333.740741 | 1,498 | 40.2 | 73 | null |
null | 0 | 297.7 | 326.333333 | 1,400 | 48.9 | 147 | null |
null | 1 | 298.7 | 330.037037 | 1,451 | 40 | 86 | null |
null | 1 | 298.7 | 327.444444 | 1,516 | 38.5 | 61 | null |
null | 1 | 300.7 | 332.62963 | 1,596 | 36.9 | 174 | null |
null | 1 | 302.4 | 335.592593 | 1,476 | 46.6 | 110 | null |
null | 1 | 298.9 | 328.925926 | 1,470 | 45.9 | 109 | null |
null | 1 | 302.3 | 335.222222 | 1,611 | 38.6 | 143 | null |
null | 2 | 302.2 | 331.888889 | 1,422 | 47 | 3 | null |
null | 2 | 297.7 | 325.222222 | 1,656 | 33.2 | 20 | null |
null | 2 | 297.5 | 323.37037 | 1,484 | 44.7 | 40 | null |
null | 1 | 298.3 | 325.962963 | 1,562 | 37.6 | 137 | null |
null | 1 | 303.4 | 335.592593 | 1,499 | 45 | 16 | null |
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