UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 299.1 | 324.111111 | 2,008 | 20.3 | 178 | null |
null | 2 | 302.8 | 337.444444 | 1,416 | 42.7 | 241 | null |
null | 2 | 298.2 | 320.777778 | 1,578 | 34.5 | 127 | null |
null | 1 | 299.4 | 325.592593 | 1,432 | 45.4 | 137 | null |
null | 2 | 298 | 320.037037 | 1,508 | 41.8 | 89 | null |
null | 0 | 300.1 | 326.333333 | 1,448 | 45.8 | 163 | null |
null | 1 | 302.2 | 331.148148 | 1,334 | 53.2 | 159 | null |
null | 1 | 302.8 | 331.888889 | 1,516 | 39.5 | 23 | null |
null | 2 | 303.9 | 340.407407 | 1,437 | 48.3 | 110 | null |
null | 1 | 300.6 | 335.962963 | 1,413 | 41.3 | 43 | null |
null | 1 | 299 | 324.481482 | 1,310 | 50.7 | 112 | null |
null | 1 | 298.2 | 322.62963 | 1,304 | 49.8 | 45 | null |
null | 0 | 298.3 | 325.222222 | 1,823 | 25.9 | 181 | null |
null | 1 | 300.2 | 335.222222 | 1,493 | 48.3 | 167 | null |
null | 2 | 300.2 | 328.185185 | 1,394 | 47.4 | 21 | null |
null | 1 | 298.9 | 328.925926 | 1,791 | 27.6 | 166 | null |
null | 1 | 303.8 | 339.666667 | 1,573 | 34.6 | 14 | null |
null | 1 | 297 | 320.777778 | 1,583 | 37.2 | 189 | null |
null | 1 | 297.1 | 321.148148 | 1,342 | 49.1 | 179 | null |
null | 2 | 298.1 | 324.851852 | 1,417 | 39.2 | 65 | null |
null | 0 | 297.2 | 321.148148 | 1,450 | 37.2 | 151 | null |
null | 2 | 300.5 | 335.962963 | 1,370 | 44.8 | 20 | null |
null | 2 | 297.6 | 323.740741 | 1,389 | 49 | 34 | null |
null | 1 | 298 | 324.481482 | 1,581 | 36.1 | 73 | null |
null | 2 | 298.2 | 325.222222 | 1,694 | 28 | 5 | null |
null | 1 | 302.6 | 335.962963 | 1,448 | 49.5 | 72 | null |
null | 1 | 299.4 | 325.962963 | 1,552 | 37.4 | 37 | null |
null | 1 | 300.9 | 332.259259 | 1,228 | 66.4 | 109 | null |
null | 1 | 297.5 | 323.37037 | 1,597 | 36.4 | 112 | null |
null | 2 | 300.1 | 334.851852 | 1,433 | 51.4 | 76 | null |
null | 2 | 299.6 | 325.962963 | 1,393 | 47.7 | 28 | null |
null | 2 | 301.1 | 337.814815 | 1,809 | 25.1 | 126 | null |
null | 1 | 299.2 | 323 | 1,393 | 48.4 | 35 | null |
null | 1 | 297.9 | 325.592593 | 1,504 | 43 | 4 | null |
null | 2 | 301.8 | 332.259259 | 1,346 | 44.6 | 142 | null |
null | 1 | 299.3 | 325.222222 | 1,473 | 46.3 | 146 | null |
null | 2 | 298.2 | 326.333333 | 2,056 | 18.7 | 144 | null |
null | 1 | 300.3 | 327.444444 | 1,597 | 31.8 | 73 | null |
null | 1 | 303.3 | 335.592593 | 1,842 | 24.5 | 67 | null |
null | 2 | 298.8 | 328.185185 | 1,477 | 46.7 | 59 | null |
null | 1 | 298.3 | 322.259259 | 1,472 | 44.3 | 71 | null |
null | 2 | 303.7 | 336.333333 | 2,663 | 11.4 | 71 | null |
null | 1 | 300.3 | 330.037037 | 1,629 | 34.1 | 52 | null |
null | 2 | 300.7 | 332.62963 | 1,418 | 49.3 | 106 | null |
null | 1 | 299.2 | 330.037037 | 1,507 | 41.3 | 158 | null |
null | 2 | 301.6 | 331.148148 | 1,599 | 36.1 | 208 | null |
null | 2 | 299.6 | 331.888889 | 1,427 | 50.4 | 98 | null |
null | 0 | 300.3 | 334.851852 | 1,427 | 56.2 | 8 | null |
null | 0 | 301.9 | 333.37037 | 1,474 | 41.8 | 18 | null |
null | 1 | 298 | 320.777778 | 1,266 | 60.5 | 81 | null |
null | 2 | 297.4 | 326.703704 | 1,539 | 42.2 | 134 | null |
null | 2 | 302.6 | 332.62963 | 1,542 | 39.7 | 141 | null |
null | 1 | 296.9 | 321.148148 | 1,367 | 47.1 | 204 | null |
null | 2 | 298.2 | 322.62963 | 1,639 | 33.3 | 191 | null |
null | 1 | 301.1 | 333.37037 | 1,555 | 35.3 | 172 | null |
null | 2 | 298.9 | 328.555556 | 1,357 | 54.5 | 121 | null |
null | 2 | 301.3 | 333 | 1,834 | 25.4 | 22 | null |
null | 1 | 303.4 | 339.296296 | 1,513 | 35.8 | 92 | null |
null | 1 | 303.7 | 340.037037 | 1,753 | 29 | 42 | null |
null | 1 | 300.7 | 336.703704 | 1,395 | 41.9 | 157 | null |
null | 2 | 297.6 | 323.740741 | 1,509 | 39.7 | 166 | null |
null | 1 | 297.9 | 321.518519 | 1,501 | 36.7 | 4 | null |
null | 1 | 300.3 | 330.037037 | 2,158 | 16.8 | 32 | null |
null | 1 | 297.8 | 323 | 1,622 | 38.3 | 134 | null |
null | 2 | 298.9 | 328.185185 | 1,392 | 43.1 | 218 | null |
null | 2 | 300.7 | 333.740741 | 1,562 | 37.1 | 58 | null |
null | 2 | 302.2 | 331.888889 | 1,356 | 48.3 | 36 | null |
null | 2 | 302.9 | 332.62963 | 1,556 | 36.5 | 44 | null |
null | 1 | 301.7 | 328.555556 | 1,607 | 37.7 | 93 | null |
null | 1 | 300.5 | 326.333333 | 1,417 | 51.5 | 231 | null |
null | 1 | 302.4 | 335.592593 | 1,508 | 45.7 | 108 | null |
null | 1 | 300.6 | 328.925926 | 1,658 | 34.7 | 88 | null |
null | 1 | 298.7 | 329.666667 | 1,404 | 50.3 | 54 | null |
null | 2 | 302.4 | 330.037037 | 1,375 | 52.5 | 161 | null |
null | 0 | 298.8 | 329.296296 | 1,483 | 45.4 | 192 | null |
null | 1 | 302.3 | 335.222222 | 2,170 | 18.2 | 91 | null |
null | 2 | 297.4 | 325.592593 | 1,582 | 35.9 | 180 | null |
null | 1 | 300.1 | 334.111111 | 1,604 | 35 | 191 | null |
null | 2 | 299.3 | 331.518519 | 1,440 | 45.5 | 146 | null |
null | 2 | 300.9 | 331.518519 | 1,485 | 41 | 181 | null |
null | 1 | 300.3 | 335.592593 | 2,004 | 19.6 | 12 | null |
null | 1 | 299.5 | 328.925926 | 1,594 | 35.1 | 54 | null |
null | 1 | 297.1 | 321.148148 | 1,507 | 38.3 | 170 | null |
null | 1 | 302.9 | 337.814815 | 1,698 | 33.8 | 202 | null |
null | 1 | 298.9 | 329.296296 | 1,495 | 42.9 | 175 | null |
null | 1 | 302.6 | 337.074074 | 1,377 | 45.5 | 54 | null |
null | 2 | 297.4 | 323.740741 | 1,604 | 32.8 | 85 | null |
null | 1 | 304 | 340.037037 | 2,354 | 15 | 117 | null |
null | 1 | 298.5 | 327.444444 | 1,861 | 26.9 | 130 | null |
null | 2 | 301 | 332.259259 | 1,910 | 21.9 | 37 | null |
null | 1 | 298.9 | 328.925926 | 1,633 | 31.2 | 76 | null |
null | 0 | 299.2 | 331.888889 | 1,761 | 30.4 | 180 | null |
null | 1 | 303.6 | 339.296296 | 1,701 | 30.8 | 12 | null |
null | 2 | 298.7 | 325.962963 | 1,437 | 45.7 | 195 | null |
null | 1 | 297.5 | 324.851852 | 1,729 | 28.1 | 189 | null |
null | 1 | 301.6 | 332.259259 | 1,632 | 31.6 | 189 | null |
null | 2 | 297.7 | 324.851852 | 1,573 | 35.1 | 9 | null |
null | 2 | 300.2 | 334.851852 | 1,465 | 41.4 | 78 | null |
null | 2 | 297.8 | 326.703704 | 1,226 | 58.7 | 129 | null |
null | 2 | 298.2 | 324.111111 | 1,269 | 60.9 | 163 | null |
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