UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 0 | 298.8 | 328.185185 | 1,563 | 38.8 | 65 | null |
null | 1 | 297.5 | 326.333333 | 1,623 | 33.4 | 74 | null |
null | 2 | 298.3 | 326.333333 | 1,376 | 57 | 198 | null |
null | 2 | 300.3 | 328.185185 | 1,617 | 40.8 | 158 | null |
null | 1 | 299.6 | 329.296296 | 2,057 | 20.4 | 60 | null |
null | 1 | 297.6 | 327.074074 | 2,001 | 20.5 | 220 | null |
null | 1 | 298.5 | 324.481482 | 1,670 | 29.6 | 13 | null |
null | 2 | 300.6 | 327.814815 | 1,428 | 42.6 | 23 | null |
null | 1 | 302.4 | 329.296296 | 1,906 | 21.2 | 110 | null |
null | 2 | 301.9 | 330.777778 | 1,590 | 40.3 | 130 | null |
null | 2 | 298.1 | 320.777778 | 1,636 | 36.7 | 51 | null |
null | 1 | 301.8 | 329.666667 | 1,457 | 40.4 | 213 | null |
null | 1 | 302.3 | 336.333333 | 1,398 | 43.3 | 171 | null |
null | 1 | 297.4 | 325.962963 | 1,420 | 45.6 | 193 | null |
null | 1 | 300.9 | 334.851852 | 1,671 | 33.5 | 148 | null |
null | 2 | 302 | 327.814815 | 1,386 | 62.7 | 142 | null |
null | 2 | 300.3 | 325.592593 | 1,458 | 44.3 | 175 | null |
null | 1 | 299.2 | 323.37037 | 1,381 | 60.6 | 59 | null |
null | 0 | 300.6 | 335.222222 | 1,427 | 44.6 | 87 | null |
null | 1 | 299 | 329.666667 | 1,494 | 40.6 | 67 | null |
null | 1 | 300.9 | 336.333333 | 1,441 | 43.8 | 210 | null |
null | 1 | 303.5 | 335.592593 | 1,944 | 23.5 | 159 | null |
null | 1 | 298.3 | 325.962963 | 1,383 | 52.1 | 26 | null |
null | 1 | 300.5 | 326.333333 | 1,574 | 33.5 | 101 | null |
null | 1 | 299 | 329.296296 | 1,447 | 42.8 | 104 | null |
null | 1 | 300.7 | 327.444444 | 1,505 | 34.9 | 7 | null |
null | 1 | 298 | 320.407407 | 1,387 | 50.8 | 204 | null |
null | 1 | 300.1 | 326.333333 | 1,685 | 27.1 | 203 | null |
null | 1 | 297.4 | 322.259259 | 1,402 | 49.7 | 41 | null |
null | 1 | 298 | 323.740741 | 1,626 | 33.3 | 50 | null |
null | 2 | 300.2 | 330.037037 | 1,704 | 29.4 | 221 | null |
null | 1 | 302.6 | 332.62963 | 1,537 | 35.5 | 91 | null |
null | 1 | 297.6 | 323.740741 | 1,382 | 47.1 | 11 | null |
null | 1 | 304.4 | 342.259259 | 1,585 | 38.9 | 9 | null |
null | 1 | 298 | 324.481482 | 1,489 | 36.5 | 109 | null |
null | 2 | 298.9 | 323.740741 | 1,425 | 49.6 | 35 | null |
null | 2 | 297.4 | 322.62963 | 1,774 | 28.9 | 166 | null |
null | 1 | 299 | 330.037037 | 1,428 | 46.3 | 175 | null |
null | 1 | 302.7 | 331.518519 | 1,597 | 41.9 | 15 | null |
null | 1 | 298.9 | 324.111111 | 1,558 | 41.2 | 110 | null |
null | 1 | 299.3 | 324.481482 | 1,772 | 25.2 | 89 | null |
null | 1 | 297.7 | 324.851852 | 1,662 | 28.1 | 19 | null |
null | 2 | 300.3 | 335.592593 | 1,607 | 33.7 | 199 | null |
null | 2 | 298 | 321.888889 | 1,403 | 44.8 | 148 | null |
null | 2 | 298 | 319.666667 | 1,387 | 45.5 | 166 | null |
null | 1 | 301.6 | 328.185185 | 1,588 | 33.9 | 89 | null |
null | 2 | 300.8 | 337.074074 | 1,664 | 25.7 | 150 | null |
null | 1 | 298.2 | 324.851852 | 1,605 | 32 | 79 | null |
null | 2 | 302.5 | 334.481482 | 1,358 | 52.7 | 139 | null |
null | 2 | 299.5 | 325.962963 | 1,495 | 41.6 | 17 | null |
null | 1 | 301.2 | 328.555556 | 1,449 | 45.5 | 23 | null |
null | 1 | 298.3 | 326.703704 | 1,668 | 27.1 | 136 | null |
null | 1 | 297.4 | 321.148148 | 1,390 | 47.7 | 156 | null |
null | 1 | 299.2 | 323.37037 | 1,445 | 45.2 | 222 | null |
null | 1 | 297.9 | 328.555556 | 1,472 | 45 | 183 | null |
null | 1 | 302.3 | 334.851852 | 1,398 | 49.1 | 119 | null |
null | 1 | 297.3 | 321.888889 | 1,506 | 36 | 150 | null |
null | 1 | 296.2 | 317.074074 | 1,655 | 31.1 | 136 | null |
null | 0 | 297.7 | 323 | 1,418 | 51.9 | 77 | null |
null | 1 | 298.9 | 328.925926 | 1,564 | 33.8 | 183 | null |
null | 0 | 297.4 | 326.333333 | 1,365 | 52.4 | 76 | null |
null | 2 | 301.4 | 328.925926 | 1,651 | 29.8 | 44 | null |
null | 1 | 303.1 | 333.37037 | 1,399 | 49.2 | 111 | null |
null | 1 | 297.5 | 322.62963 | 1,437 | 42.3 | 29 | null |
null | 2 | 297.5 | 324.111111 | 1,446 | 53 | 168 | null |
null | 2 | 298.8 | 328.185185 | 1,377 | 49.6 | 27 | null |
null | 1 | 300.6 | 331.888889 | 1,375 | 53.2 | 179 | null |
null | 1 | 299.3 | 325.592593 | 1,795 | 24.7 | 187 | null |
null | 1 | 297.7 | 321.888889 | 1,697 | 29.1 | 179 | null |
null | 2 | 301.3 | 328.925926 | 1,696 | 32.4 | 202 | null |
null | 1 | 299.3 | 331.518519 | 1,495 | 39.2 | 144 | null |
null | 1 | 302.4 | 333 | 1,880 | 24.5 | 156 | null |
null | 1 | 298.1 | 321.148148 | 1,502 | 41.8 | 79 | null |
null | 1 | 299.1 | 330.407407 | 1,428 | 46.9 | 87 | null |
null | 1 | 298.4 | 322.259259 | 1,618 | 33 | 61 | null |
null | 1 | 298.6 | 324.851852 | 1,327 | 58.8 | 9 | null |
null | 1 | 300.6 | 329.296296 | 1,485 | 49.9 | 19 | null |
null | 1 | 298.8 | 323.740741 | 1,584 | 34.4 | 42 | null |
null | 2 | 302.4 | 329.666667 | 1,392 | 55.8 | 143 | null |
null | 1 | 298.1 | 319.666667 | 1,493 | 43.7 | 153 | null |
null | 2 | 303 | 337.074074 | 1,257 | 71.3 | 122 | null |
null | 2 | 300.8 | 327.814815 | 1,482 | 39 | 171 | null |
null | 1 | 298.9 | 325.592593 | 1,383 | 54.9 | 145 | null |
null | 2 | 303.4 | 335.592593 | 2,133 | 18.3 | 207 | null |
null | 1 | 302.3 | 336.333333 | 1,354 | 52.2 | 165 | null |
null | 1 | 302.9 | 337.814815 | 1,424 | 49.5 | 155 | null |
null | 2 | 297.3 | 324.481482 | 1,586 | 32.7 | 131 | null |
null | 1 | 300 | 327.814815 | 1,586 | 37.8 | 103 | null |
null | 1 | 301.1 | 328.925926 | 1,513 | 38 | 17 | null |
null | 0 | 300.3 | 334.851852 | 1,463 | 41.6 | 102 | null |
null | 1 | 302.2 | 333.740741 | 1,570 | 36.1 | 0 | null |
null | 2 | 300.9 | 331.888889 | 1,519 | 34.9 | 73 | null |
null | 1 | 302.6 | 332.62963 | 2,001 | 20.7 | 137 | null |
null | 2 | 297.8 | 319.296296 | 1,488 | 36.1 | 57 | null |
null | 1 | 299.2 | 330.777778 | 1,384 | 48.7 | 93 | null |
null | 1 | 295.9 | 316.333333 | 1,414 | 50.2 | 51 | null |
null | 1 | 300.3 | 328.185185 | 1,450 | 55 | 135 | null |
null | 2 | 299.8 | 327.814815 | 1,705 | 28.5 | 103 | null |
null | 1 | 303.4 | 337.444444 | 1,287 | 54.8 | 54 | null |
null | 1 | 300.3 | 335.592593 | 1,567 | 37.7 | 180 | null |
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