UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 298.3 | 325.592593 | 1,488 | 40.6 | 176 | null |
null | 1 | 298.2 | 320.777778 | 1,585 | 34.6 | 78 | null |
null | 1 | 297.9 | 320.037037 | 1,481 | 38 | 40 | null |
null | 2 | 298.9 | 328.925926 | 1,520 | 35.6 | 48 | null |
null | 2 | 299.6 | 333 | 1,649 | 33.8 | 133 | null |
null | 0 | 298.5 | 322.259259 | 1,563 | 44.6 | 163 | null |
null | 1 | 299.1 | 330.777778 | 1,496 | 35.2 | 60 | null |
null | 2 | 302.3 | 332.259259 | 1,742 | 29.7 | 137 | null |
null | 1 | 301.2 | 331.148148 | 1,385 | 49.2 | 105 | null |
null | 2 | 301.3 | 331.518519 | 1,532 | 40.7 | 178 | null |
null | 1 | 299 | 329.296296 | 1,580 | 41.9 | 55 | null |
null | 1 | 296.4 | 318.555556 | 1,748 | 25.3 | 144 | null |
null | 1 | 298.1 | 320.037037 | 1,354 | 43.3 | 155 | null |
null | 1 | 302.8 | 332.259259 | 1,708 | 29.8 | 42 | null |
null | 0 | 297.6 | 327.074074 | 1,623 | 33.1 | 224 | null |
null | 2 | 298.6 | 328.555556 | 1,517 | 34 | 215 | null |
null | 1 | 304.3 | 341.148148 | 1,775 | 24.9 | 39 | null |
null | 2 | 300.4 | 334.851852 | 1,518 | 36.4 | 53 | null |
null | 0 | 298.7 | 327.074074 | 1,453 | 40.4 | 108 | null |
null | 2 | 299 | 329.666667 | 1,657 | 32.3 | 64 | null |
null | 2 | 298.3 | 321.148148 | 1,609 | 32.4 | 151 | null |
null | 2 | 302.6 | 336.703704 | 2,000 | 21.9 | 200 | null |
null | 2 | 300.4 | 335.222222 | 1,508 | 45.4 | 164 | null |
null | 0 | 298.2 | 324.481482 | 1,470 | 43.3 | 61 | null |
null | 1 | 302.7 | 336.333333 | 1,828 | 24 | 63 | null |
null | 1 | 299.1 | 330.407407 | 1,550 | 43.9 | 79 | null |
null | 2 | 297.9 | 325.592593 | 1,558 | 39.2 | 59 | null |
null | 1 | 302.5 | 335.962963 | 1,306 | 59.7 | 172 | null |
null | 2 | 301.8 | 331.518519 | 1,309 | 43.3 | 68 | null |
null | 1 | 299.1 | 330.407407 | 1,452 | 39.7 | 151 | null |
null | 1 | 298.1 | 322.259259 | 1,390 | 47.5 | 33 | null |
null | 2 | 301.9 | 332.62963 | 1,467 | 48.1 | 43 | null |
null | 2 | 301.3 | 334.111111 | 1,838 | 23.2 | 215 | null |
null | 1 | 300.5 | 335.222222 | 1,619 | 32.7 | 85 | null |
null | 2 | 301.1 | 331.148148 | 1,410 | 43.9 | 73 | null |
null | 1 | 300 | 325.592593 | 1,791 | 28.2 | 108 | null |
null | 2 | 303.9 | 340.407407 | 1,473 | 42.8 | 97 | null |
null | 0 | 298.6 | 327.444444 | 1,593 | 33.3 | 95 | null |
null | 2 | 302.5 | 334.111111 | 1,629 | 31.7 | 225 | null |
null | 0 | 297.2 | 321.888889 | 1,770 | 27.2 | 140 | null |
null | 0 | 299.2 | 323.740741 | 1,462 | 55 | 163 | null |
null | 2 | 301.2 | 331.518519 | 1,543 | 32.9 | 40 | null |
null | 1 | 298.4 | 327.074074 | 1,397 | 50.3 | 110 | null |
null | 1 | 302.2 | 334.481482 | 1,543 | 38.5 | 37 | null |
null | 1 | 297.9 | 321.888889 | 1,585 | 33.5 | 212 | null |
null | 2 | 298 | 322.259259 | 1,373 | 51.2 | 215 | null |
null | 1 | 299.1 | 328.925926 | 1,394 | 46.6 | 27 | null |
null | 1 | 298.1 | 325.222222 | 1,557 | 36 | 56 | null |
null | 1 | 299.1 | 330.777778 | 1,329 | 54.9 | 58 | null |
null | 2 | 295.5 | 314.111111 | 1,423 | 45.3 | 205 | null |
null | 1 | 300.3 | 333.740741 | 1,505 | 39.6 | 107 | null |
null | 0 | 302.1 | 329.296296 | 1,615 | 29.9 | 176 | null |
null | 0 | 297.5 | 324.851852 | 1,471 | 37.7 | 197 | null |
null | 1 | 301.8 | 331.888889 | 1,557 | 33.3 | 190 | null |
null | 1 | 303.9 | 341.148148 | 1,394 | 51.6 | 121 | null |
null | 0 | 298 | 320.407407 | 1,547 | 36.8 | 186 | null |
null | 1 | 298.8 | 327.814815 | 1,609 | 40.4 | 169 | null |
null | 2 | 303.5 | 340.037037 | 1,902 | 21.6 | 60 | null |
null | 1 | 300.2 | 330.037037 | 1,445 | 50.9 | 34 | null |
null | 1 | 302.2 | 333.740741 | 1,378 | 55.5 | 35 | null |
null | 1 | 300.7 | 333 | 1,324 | 52.2 | 85 | null |
null | 1 | 300.7 | 332.62963 | 1,403 | 48.3 | 70 | null |
null | 1 | 302.5 | 336.333333 | 1,574 | 42 | 188 | null |
null | 1 | 300 | 327.444444 | 1,452 | 46 | 51 | null |
null | 1 | 298.9 | 323.740741 | 1,522 | 46.4 | 2 | null |
null | 1 | 300.7 | 330.037037 | 1,533 | 35.6 | 198 | null |
null | 1 | 298.5 | 321.888889 | 1,662 | 28.6 | 48 | null |
null | 1 | 301.1 | 329.296296 | 1,564 | 36.8 | 7 | null |
null | 1 | 300.5 | 327.444444 | 1,390 | 48.4 | 194 | null |
null | 2 | 300.5 | 328.555556 | 1,552 | 41.3 | 116 | null |
null | 0 | 299 | 323.37037 | 1,623 | 33.5 | 154 | null |
null | 2 | 300.1 | 330.037037 | 1,350 | 48.8 | 50 | null |
null | 1 | 302.1 | 333.740741 | 1,477 | 43.6 | 196 | null |
null | 2 | 297.7 | 325.222222 | 1,531 | 42.4 | 38 | null |
null | 1 | 300.8 | 331.888889 | 1,564 | 36.2 | 31 | null |
null | 0 | 300.7 | 331.148148 | 1,505 | 40.6 | 179 | null |
null | 1 | 298.1 | 328.555556 | 1,563 | 32.8 | 51 | null |
null | 1 | 300.3 | 330.037037 | 1,362 | 60.3 | 206 | null |
null | 1 | 297.8 | 324.481482 | 1,579 | 32.9 | 70 | null |
null | 2 | 300.1 | 325.962963 | 1,454 | 44.4 | 19 | null |
null | 1 | 299.2 | 323.37037 | 1,370 | 52.4 | 61 | null |
null | 1 | 298.8 | 328.555556 | 1,441 | 41.6 | 62 | null |
null | 1 | 301.6 | 330.777778 | 1,397 | 49.4 | 104 | null |
null | 2 | 301.7 | 330.037037 | 1,787 | 26.7 | 33 | null |
null | 1 | 297.8 | 319.666667 | 1,372 | 54.1 | 157 | null |
null | 0 | 299.1 | 330.407407 | 1,405 | 53.6 | 86 | null |
null | 1 | 299.6 | 331.888889 | 1,507 | 42.4 | 108 | null |
null | 1 | 298.1 | 322.259259 | 1,482 | 37.9 | 17 | null |
null | 1 | 300.8 | 327.814815 | 1,461 | 44.3 | 158 | null |
null | 2 | 298 | 323.37037 | 1,585 | 33 | 24 | null |
null | 0 | 303.6 | 338.555556 | 1,436 | 42 | 110 | null |
null | 1 | 300.3 | 327.444444 | 1,593 | 38.1 | 140 | null |
null | 1 | 301.3 | 331.148148 | 1,481 | 40.9 | 57 | null |
null | 1 | 301.6 | 332.259259 | 1,492 | 45.2 | 155 | null |
null | 1 | 301.8 | 332.259259 | 1,609 | 31.7 | 202 | null |
null | 1 | 302.7 | 331.518519 | 1,977 | 20 | 21 | null |
null | 1 | 299 | 329.296296 | 1,623 | 33 | 210 | null |
null | 1 | 300.7 | 337.444444 | 1,715 | 26.8 | 146 | null |
null | 1 | 303.7 | 340.037037 | 1,456 | 45.5 | 51 | null |
null | 2 | 303.9 | 340.777778 | 1,350 | 47.2 | 2 | null |
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