UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 301.5 | 331.148148 | 1,357 | 42.1 | 212 | null |
null | 1 | 301.2 | 337.814815 | 1,480 | 53.5 | 97 | null |
null | 2 | 302.2 | 332.62963 | 1,476 | 47.4 | 161 | null |
null | 0 | 298.6 | 327.074074 | 1,375 | 41 | 39 | null |
null | 2 | 300.5 | 326.333333 | 1,589 | 34.9 | 91 | null |
null | 1 | 299.9 | 333.740741 | 1,429 | 58.2 | 103 | null |
null | 2 | 302.6 | 334.111111 | 1,718 | 31.2 | 154 | null |
null | 0 | 302.2 | 333 | 1,426 | 50.6 | 101 | null |
null | 0 | 299.3 | 324.111111 | 1,408 | 44.4 | 82 | null |
null | 1 | 301 | 331.518519 | 1,727 | 34.5 | 127 | null |
null | 0 | 298.9 | 329.666667 | 1,532 | 37.7 | 166 | null |
null | 1 | 296.9 | 323 | 1,390 | 41.8 | 184 | null |
null | 1 | 302.7 | 333 | 1,440 | 39.5 | 146 | null |
null | 2 | 298.7 | 327.444444 | 1,800 | 24.8 | 78 | null |
null | 2 | 299.7 | 329.666667 | 1,440 | 42.8 | 30 | null |
null | 1 | 300.2 | 334.481482 | 1,500 | 40.8 | 17 | null |
null | 0 | 302.2 | 332.259259 | 1,415 | 48.4 | 185 | null |
null | 0 | 297.3 | 322.62963 | 1,506 | 37 | 54 | null |
null | 2 | 299.9 | 326.703704 | 1,509 | 42.8 | 190 | null |
null | 2 | 301 | 329.296296 | 1,681 | 27.4 | 212 | null |
null | 2 | 298.5 | 326.333333 | 1,551 | 34.7 | 121 | null |
null | 1 | 297.8 | 325.222222 | 1,456 | 41.2 | 0 | null |
null | 1 | 300.9 | 330.407407 | 1,536 | 34.2 | 45 | null |
null | 1 | 300.1 | 327.814815 | 1,441 | 40.1 | 46 | null |
null | 1 | 302.4 | 333 | 1,565 | 42.8 | 163 | null |
null | 2 | 298.1 | 320.037037 | 1,565 | 36.3 | 140 | null |
null | 1 | 298.9 | 327.814815 | 1,407 | 41.9 | 207 | null |
null | 1 | 298.4 | 325.962963 | 1,425 | 45.5 | 11 | null |
null | 1 | 297.8 | 324.111111 | 1,404 | 44.2 | 62 | null |
null | 2 | 303.1 | 333 | 1,594 | 35.5 | 13 | null |
null | 1 | 297.1 | 323 | 1,583 | 31.9 | 2 | null |
null | 2 | 299.3 | 326.333333 | 1,471 | 46 | 42 | null |
null | 1 | 300.4 | 334.111111 | 1,309 | 55.5 | 71 | null |
null | 2 | 298.1 | 320.777778 | 1,384 | 43.7 | 200 | null |
null | 1 | 299.3 | 326.333333 | 1,528 | 37.8 | 45 | null |
null | 1 | 302.1 | 331.518519 | 1,465 | 40.7 | 13 | null |
null | 1 | 300.6 | 332.62963 | 1,563 | 40.7 | 87 | null |
null | 2 | 298.3 | 324.481482 | 1,349 | 52.1 | 104 | null |
null | 2 | 299.5 | 332.62963 | 1,451 | 43.3 | 136 | null |
null | 1 | 301.5 | 330.777778 | 1,589 | 36.7 | 118 | null |
null | 1 | 299.3 | 330.777778 | 1,281 | 59.8 | 15 | null |
null | 1 | 297.6 | 322.62963 | 1,623 | 36.9 | 61 | null |
null | 1 | 304 | 340.037037 | 1,397 | 42.4 | 113 | null |
null | 1 | 298.9 | 329.666667 | 1,491 | 45.1 | 101 | null |
null | 1 | 300.6 | 335.222222 | 1,507 | 45.5 | 74 | null |
null | 2 | 297.5 | 321.888889 | 1,907 | 23.5 | 125 | null |
null | 2 | 300.7 | 327.444444 | 1,525 | 36.5 | 71 | null |
null | 1 | 295.5 | 314.481482 | 1,488 | 40.7 | 31 | null |
null | 1 | 304.4 | 342.259259 | 1,569 | 38.4 | 11 | null |
null | 2 | 300.4 | 330.037037 | 1,537 | 35 | 33 | null |
null | 0 | 300.7 | 337.444444 | 1,446 | 45.4 | 86 | null |
null | 1 | 298.3 | 320.037037 | 1,942 | 20.6 | 176 | null |
null | 1 | 298.6 | 326.703704 | 1,375 | 55.4 | 145 | null |
null | 1 | 300.5 | 332.62963 | 2,074 | 18.9 | 9 | null |
null | 1 | 298.4 | 321.518519 | 1,508 | 47.9 | 25 | null |
null | 2 | 297 | 321.148148 | 1,493 | 34.7 | 57 | null |
null | 2 | 298.1 | 320.407407 | 1,424 | 47.7 | 103 | null |
null | 2 | 299.8 | 326.333333 | 1,640 | 31.1 | 211 | null |
null | 1 | 300.4 | 327.444444 | 1,386 | 56.9 | 170 | null |
null | 1 | 298.5 | 322.62963 | 1,458 | 44 | 44 | null |
null | 1 | 298.5 | 322.62963 | 1,504 | 38 | 20 | null |
null | 1 | 298.9 | 331.148148 | 1,363 | 52.6 | 190 | null |
null | 1 | 302.3 | 333.37037 | 1,549 | 40.6 | 66 | null |
null | 2 | 298.9 | 323 | 1,827 | 26.1 | 5 | null |
null | 2 | 300.9 | 327.074074 | 1,758 | 26.8 | 116 | null |
null | 2 | 302.6 | 329.666667 | 1,631 | 31 | 100 | null |
null | 1 | 303.3 | 333.740741 | 1,393 | 47.4 | 18 | null |
null | 2 | 299.4 | 326.333333 | 1,692 | 28.4 | 201 | null |
null | 1 | 303.8 | 340.037037 | 1,365 | 59.9 | 205 | null |
null | 1 | 297.4 | 322.62963 | 1,490 | 42.6 | 164 | null |
null | 1 | 300.3 | 327.444444 | 1,326 | 52.4 | 57 | null |
null | 2 | 298.1 | 325.962963 | 1,460 | 45.8 | 80 | null |
null | 1 | 297.6 | 323.37037 | 1,572 | 35.9 | 71 | null |
null | 1 | 301.9 | 331.148148 | 1,610 | 33.4 | 87 | null |
null | 1 | 302.4 | 336.333333 | 1,305 | 49.1 | 16 | null |
null | 1 | 298.8 | 327.814815 | 1,953 | 20.6 | 25 | null |
null | 1 | 299.3 | 330.777778 | 1,505 | 38.8 | 30 | null |
null | 0 | 303.3 | 338.185185 | 1,328 | 49.8 | 120 | null |
null | 1 | 299.9 | 328.925926 | 1,447 | 45.9 | 162 | null |
null | 0 | 298.9 | 327.444444 | 1,546 | 35.3 | 190 | null |
null | 1 | 300.8 | 331.148148 | 1,551 | 34.5 | 153 | null |
null | 2 | 298.2 | 324.851852 | 1,512 | 38.5 | 28 | null |
null | 1 | 299.4 | 331.888889 | 1,622 | 33.6 | 217 | null |
null | 0 | 298.8 | 329.666667 | 1,455 | 44.9 | 107 | null |
null | 0 | 302.1 | 334.851852 | 1,701 | 26.2 | 46 | null |
null | 1 | 296.2 | 318.925926 | 1,881 | 24.3 | 40 | null |
null | 1 | 299 | 324.111111 | 2,248 | 16.8 | 204 | null |
null | 1 | 300.6 | 330.777778 | 1,642 | 29.9 | 100 | null |
null | 2 | 302.9 | 337.074074 | 1,292 | 54.4 | 136 | null |
null | 0 | 300.4 | 334.111111 | 1,445 | 52.4 | 105 | null |
null | 0 | 303.7 | 339.296296 | 1,488 | 42.8 | 54 | null |
null | 2 | 300.4 | 325.962963 | 1,528 | 37.2 | 228 | null |
null | 2 | 299 | 330.407407 | 1,625 | 37.1 | 131 | null |
null | 1 | 301.6 | 333.37037 | 1,525 | 43.7 | 91 | null |
null | 1 | 301.4 | 333.37037 | 1,355 | 50.6 | 37 | null |
null | 1 | 300.6 | 335.962963 | 1,425 | 44.9 | 224 | null |
null | 1 | 301.3 | 333.37037 | 1,675 | 32.1 | 12 | null |
null | 2 | 297.9 | 321.148148 | 1,336 | 54.4 | 82 | null |
null | 1 | 303.7 | 337.814815 | 1,512 | 39.2 | 184 | null |
null | 1 | 302.4 | 330.407407 | 1,521 | 38.5 | 142 | null |
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