UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 300.1 | 325.962963 | 1,457 | 44.3 | 98 | null |
null | 1 | 296 | 316.703704 | 1,917 | 21 | 127 | null |
null | 2 | 300.7 | 327.444444 | 1,996 | 19.8 | 203 | null |
null | 1 | 302.9 | 337.814815 | 2,030 | 19.1 | 192 | null |
null | 1 | 303.3 | 335.222222 | 1,508 | 35.5 | 217 | null |
null | 1 | 297.9 | 320.407407 | 1,492 | 43.7 | 59 | null |
null | 1 | 299.3 | 324.481482 | 1,647 | 32.9 | 172 | null |
null | 2 | 298 | 319.666667 | 1,427 | 43.6 | 101 | null |
null | 1 | 299.4 | 326.333333 | 1,525 | 41.5 | 30 | null |
null | 2 | 301 | 331.888889 | 1,533 | 39.3 | 194 | null |
null | 1 | 303.6 | 340.037037 | 1,575 | 38.3 | 54 | null |
null | 1 | 298.6 | 328.555556 | 1,461 | 45.7 | 49 | null |
null | 2 | 300.3 | 335.222222 | 1,551 | 36.4 | 84 | null |
null | 2 | 300.9 | 333 | 1,546 | 37.7 | 133 | null |
null | 1 | 298.9 | 328.185185 | 1,534 | 42.1 | 23 | null |
null | 1 | 300.8 | 332.259259 | 1,398 | 38.2 | 50 | null |
null | 1 | 298.3 | 322.62963 | 1,432 | 46.9 | 65 | null |
null | 2 | 297.4 | 323.740741 | 1,452 | 41.2 | 197 | null |
null | 2 | 300.3 | 335.222222 | 1,646 | 28.9 | 198 | null |
null | 1 | 297.7 | 320.407407 | 1,581 | 34.9 | 31 | null |
null | 1 | 299.9 | 325.962963 | 1,560 | 38.9 | 180 | null |
null | 2 | 298.7 | 327.444444 | 1,424 | 50.4 | 32 | null |
null | 2 | 299.1 | 323.37037 | 1,587 | 35.6 | 2 | null |
null | 1 | 298.7 | 323.37037 | 1,483 | 42.5 | 46 | null |
null | 2 | 300.8 | 332.259259 | 1,557 | 31.6 | 52 | null |
null | 1 | 302.1 | 331.148148 | 1,439 | 40 | 7 | null |
null | 0 | 298.4 | 326.333333 | 1,984 | 19.2 | 132 | null |
null | 1 | 301 | 327.814815 | 1,468 | 42 | 141 | null |
null | 1 | 298.9 | 324.111111 | 1,727 | 29.4 | 116 | null |
null | 1 | 300.3 | 328.555556 | 1,393 | 56.1 | 12 | null |
null | 1 | 304 | 340.777778 | 1,481 | 42.6 | 213 | null |
null | 0 | 300.1 | 334.111111 | 1,518 | 46.9 | 87 | null |
null | 1 | 297.5 | 323.37037 | 1,462 | 52.3 | 148 | null |
null | 0 | 301.4 | 331.518519 | 1,329 | 52 | 160 | null |
null | 1 | 297.7 | 327.444444 | 1,480 | 47.9 | 18 | null |
null | 1 | 299.3 | 325.222222 | 1,491 | 38.4 | 115 | null |
null | 0 | 299.2 | 329.296296 | 1,542 | 36.1 | 5 | null |
null | 1 | 300.8 | 335.222222 | 1,397 | 43.5 | 227 | null |
null | 1 | 300.6 | 330.407407 | 1,494 | 47.3 | 118 | null |
null | 0 | 299 | 328.925926 | 1,458 | 44.9 | 221 | null |
null | 1 | 299.7 | 325.222222 | 1,412 | 49.2 | 85 | null |
null | 1 | 301.8 | 331.888889 | 1,383 | 46.4 | 37 | null |
null | 0 | 300.7 | 331.888889 | 1,518 | 40.1 | 142 | null |
null | 1 | 301.4 | 331.148148 | 1,445 | 43.9 | 210 | null |
null | 2 | 301 | 333.37037 | 1,394 | 41.3 | 16 | null |
null | 1 | 297.4 | 324.481482 | 1,640 | 34.2 | 142 | null |
null | 1 | 303.4 | 337.074074 | 1,580 | 35.8 | 90 | null |
null | 2 | 296.2 | 317.074074 | 1,526 | 42.3 | 129 | null |
null | 1 | 296.9 | 320.407407 | 1,424 | 43.3 | 120 | null |
null | 2 | 298.9 | 329.296296 | 1,549 | 40.2 | 65 | null |
null | 2 | 298.4 | 327.074074 | 1,519 | 35.4 | 133 | null |
null | 1 | 300.5 | 330.777778 | 1,646 | 34.5 | 63 | null |
null | 1 | 297.3 | 322.62963 | 1,519 | 37.7 | 45 | null |
null | 1 | 299.9 | 330.407407 | 1,328 | 49.9 | 206 | null |
null | 1 | 302.4 | 334.481482 | 1,785 | 24.8 | 45 | null |
null | 1 | 300.3 | 328.555556 | 1,377 | 55.3 | 4 | null |
null | 1 | 303.6 | 337.814815 | 1,363 | 53.1 | 7 | null |
null | 0 | 297.1 | 323 | 1,654 | 31.4 | 171 | null |
null | 0 | 297.1 | 322.62963 | 1,492 | 41.5 | 141 | null |
null | 0 | 300.6 | 335.962963 | 1,604 | 30.5 | 45 | null |
null | 0 | 298.2 | 324.481482 | 1,606 | 39.9 | 53 | null |
null | 1 | 297.5 | 324.481482 | 1,530 | 37.8 | 157 | null |
null | 0 | 303.9 | 340.407407 | 1,790 | 26.7 | 17 | null |
null | 0 | 300.7 | 333.740741 | 1,374 | 53.1 | 66 | null |
null | 1 | 300.6 | 327.074074 | 2,025 | 21.4 | 64 | null |
null | 1 | 298.2 | 322.62963 | 1,805 | 31.6 | 96 | null |
null | 2 | 304 | 340.037037 | 1,575 | 34.5 | 92 | null |
null | 1 | 300.6 | 326.333333 | 1,601 | 40.2 | 69 | null |
null | 1 | 300.4 | 327.814815 | 1,685 | 31.3 | 152 | null |
null | 1 | 300.4 | 329.666667 | 1,529 | 36.2 | 10 | null |
null | 1 | 297.8 | 324.851852 | 1,530 | 37.6 | 106 | null |
null | 2 | 298.1 | 321.518519 | 1,374 | 48.8 | 156 | null |
null | 1 | 298 | 320.407407 | 1,422 | 45.6 | 140 | null |
null | 1 | 299.2 | 323.740741 | 1,582 | 38.8 | 156 | null |
null | 2 | 297.4 | 323.740741 | 1,643 | 31 | 89 | null |
null | 1 | 300.6 | 336.333333 | 1,490 | 42.2 | 3 | null |
null | 1 | 303.4 | 334.851852 | 1,449 | 41.7 | 132 | null |
null | 2 | 302.1 | 333.740741 | 1,453 | 45.1 | 174 | null |
null | 1 | 297.3 | 322.62963 | 1,333 | 55.2 | 11 | null |
null | 2 | 298.7 | 327.814815 | 1,629 | 27.9 | 136 | null |
null | 1 | 297.7 | 325.962963 | 1,365 | 58.6 | 170 | null |
null | 1 | 301.3 | 330.777778 | 1,365 | 47.7 | 70 | null |
null | 2 | 300.2 | 327.814815 | 1,408 | 44 | 144 | null |
null | 1 | 300.3 | 325.962963 | 1,398 | 54.4 | 198 | null |
null | 1 | 298.9 | 330.777778 | 1,717 | 26.9 | 17 | null |
null | 2 | 300.3 | 335.592593 | 1,483 | 45.1 | 181 | null |
null | 1 | 296.3 | 318.185185 | 1,662 | 32.9 | 190 | null |
null | 2 | 302.4 | 333 | 1,432 | 44.5 | 195 | null |
null | 1 | 298.9 | 322.62963 | 1,660 | 34.4 | 9 | null |
null | 2 | 300.2 | 334.851852 | 1,510 | 47.5 | 146 | null |
null | 1 | 302.4 | 335.962963 | 1,290 | 70 | 139 | null |
null | 2 | 302.3 | 332.62963 | 1,450 | 45.7 | 175 | null |
null | 1 | 295.8 | 315.962963 | 1,493 | 40.5 | 90 | null |
null | 2 | 298.3 | 323 | 1,444 | 47.5 | 178 | null |
null | 1 | 303.8 | 339.666667 | 1,442 | 48.3 | 52 | null |
null | 1 | 299.9 | 325.962963 | 1,436 | 52 | 107 | null |
null | 2 | 300.9 | 329.666667 | 1,533 | 38.1 | 137 | null |
null | 2 | 299.7 | 332.62963 | 1,435 | 50.1 | 168 | null |
null | 1 | 302.2 | 331.888889 | 1,340 | 47.8 | 54 | null |
null | 1 | 296.9 | 321.888889 | 1,555 | 33.7 | 229 | null |
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