UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 0 | 303.7 | 338.925926 | 1,564 | 40.2 | 150 | null |
null | 2 | 297.7 | 325.222222 | 1,433 | 41.8 | 16 | null |
null | 1 | 300.8 | 329.666667 | 1,520 | 37.7 | 193 | null |
null | 2 | 300.5 | 330.407407 | 1,548 | 37.3 | 65 | null |
null | 2 | 297.3 | 323 | 1,665 | 28.9 | 17 | null |
null | 1 | 298.3 | 323.37037 | 1,606 | 33.6 | 67 | null |
null | 1 | 302.7 | 337.074074 | 1,405 | 51.4 | 157 | null |
null | 2 | 302.1 | 328.925926 | 1,531 | 38 | 161 | null |
null | 2 | 298.3 | 323.37037 | 1,629 | 37.1 | 170 | null |
null | 2 | 300.3 | 335.222222 | 1,723 | 28.3 | 193 | null |
null | 1 | 300.6 | 335.222222 | 1,428 | 52.6 | 208 | null |
null | 1 | 299.6 | 325.222222 | 1,378 | 51.9 | 162 | null |
null | 1 | 296.6 | 320.037037 | 1,809 | 25.1 | 86 | null |
null | 1 | 302 | 331.148148 | 1,583 | 38.9 | 94 | null |
null | 1 | 297.5 | 323.37037 | 1,373 | 39.9 | 110 | null |
null | 2 | 300.9 | 333 | 1,325 | 61.4 | 88 | null |
null | 1 | 301 | 334.851852 | 1,461 | 40.6 | 154 | null |
null | 0 | 297.3 | 324.481482 | 1,419 | 42.4 | 139 | null |
null | 1 | 300.8 | 328.185185 | 1,657 | 31.1 | 151 | null |
null | 1 | 297.9 | 320.037037 | 1,687 | 29.1 | 176 | null |
null | 2 | 298.1 | 326.333333 | 1,752 | 25.2 | 77 | null |
null | 1 | 296.9 | 320.777778 | 1,285 | 52.1 | 100 | null |
null | 1 | 298.2 | 325.592593 | 1,429 | 48.5 | 164 | null |
null | 1 | 298.6 | 328.555556 | 1,630 | 30.6 | 2 | null |
null | 1 | 298.3 | 323.37037 | 1,539 | 36.1 | 168 | null |
null | 1 | 300.8 | 337.814815 | 1,767 | 25.6 | 105 | null |
null | 2 | 296.8 | 321.148148 | 1,843 | 25.2 | 116 | null |
null | 2 | 304.2 | 340.407407 | 1,608 | 31.1 | 20 | null |
null | 2 | 297.6 | 323.740741 | 1,390 | 53.4 | 175 | null |
null | 0 | 299.8 | 325.962963 | 1,435 | 42.6 | 111 | null |
null | 1 | 301.1 | 337.444444 | 1,595 | 31.9 | 134 | null |
null | 1 | 298.4 | 326.333333 | 1,395 | 47.6 | 24 | null |
null | 0 | 301.5 | 331.148148 | 1,512 | 39 | 143 | null |
null | 2 | 298.5 | 324.111111 | 1,347 | 48.5 | 33 | null |
null | 2 | 300.5 | 328.555556 | 1,483 | 49.3 | 124 | null |
null | 1 | 302.5 | 329.666667 | 1,329 | 50.6 | 148 | null |
null | 1 | 300.5 | 335.962963 | 1,546 | 39.4 | 203 | null |
null | 1 | 297.4 | 321.888889 | 1,348 | 53.7 | 68 | null |
null | 1 | 301.1 | 331.888889 | 1,521 | 41 | 99 | null |
null | 1 | 299 | 329.666667 | 1,490 | 41.1 | 54 | null |
null | 1 | 299.4 | 324.851852 | 1,451 | 40.5 | 168 | null |
null | 1 | 300 | 333 | 1,425 | 47.8 | 179 | null |
null | 2 | 297.4 | 323 | 1,620 | 35.8 | 215 | null |
null | 2 | 299.2 | 323 | 1,538 | 38 | 98 | null |
null | 1 | 299.5 | 326.703704 | 1,563 | 41.5 | 183 | null |
null | 1 | 297.9 | 321.148148 | 1,426 | 43.6 | 89 | null |
null | 1 | 303.5 | 336.333333 | 1,436 | 45.1 | 32 | null |
null | 1 | 299.3 | 323.740741 | 1,482 | 37.6 | 132 | null |
null | 1 | 304 | 340.407407 | 1,564 | 50.9 | 119 | null |
null | 2 | 298.4 | 321.888889 | 1,495 | 46 | 203 | null |
null | 1 | 300.6 | 335.592593 | 1,471 | 41.4 | 39 | null |
null | 1 | 301.4 | 331.148148 | 1,381 | 46.1 | 70 | null |
null | 1 | 301.4 | 331.518519 | 1,673 | 27.8 | 181 | null |
null | 2 | 300.6 | 326.703704 | 1,367 | 63.2 | 45 | null |
null | 1 | 301.3 | 330.037037 | 1,560 | 36.3 | 129 | null |
null | 2 | 300.2 | 334.111111 | 1,960 | 20.9 | 20 | null |
null | 1 | 302.4 | 332.259259 | 1,560 | 31.8 | 172 | null |
null | 1 | 299 | 329.296296 | 1,505 | 41.3 | 85 | null |
null | 0 | 298.9 | 329.296296 | 1,458 | 44.3 | 156 | null |
null | 2 | 300.2 | 330.037037 | 1,448 | 40.1 | 209 | null |
null | 1 | 300.5 | 333.740741 | 1,475 | 46.3 | 49 | null |
null | 1 | 301 | 334.481482 | 1,444 | 39.8 | 197 | null |
null | 2 | 299.1 | 329.296296 | 1,412 | 44.4 | 24 | null |
null | 1 | 299 | 329.666667 | 1,412 | 44.1 | 246 | null |
null | 1 | 303.6 | 338.555556 | 1,699 | 27.9 | 160 | null |
null | 1 | 302.3 | 334.851852 | 1,544 | 34.3 | 0 | null |
null | 2 | 299.1 | 324.481482 | 1,491 | 41 | 209 | null |
null | 1 | 300.1 | 330.777778 | 1,394 | 44.3 | 121 | null |
null | 2 | 299.3 | 323.37037 | 1,404 | 49.4 | 93 | null |
null | 2 | 302 | 330.407407 | 1,595 | 32.9 | 135 | null |
null | 2 | 298.6 | 326.703704 | 1,774 | 27.5 | 154 | null |
null | 0 | 301.6 | 330.407407 | 1,330 | 49.5 | 30 | null |
null | 0 | 300.6 | 331.148148 | 1,419 | 39.6 | 3 | null |
null | 1 | 302.7 | 337.074074 | 1,572 | 34.4 | 228 | null |
null | 2 | 300.1 | 329.296296 | 1,402 | 46.6 | 10 | null |
null | 0 | 302.5 | 335.962963 | 1,595 | 34.6 | 112 | null |
null | 2 | 302.2 | 334.111111 | 1,539 | 35.1 | 24 | null |
null | 2 | 302.5 | 329.666667 | 1,751 | 30.5 | 90 | null |
null | 1 | 299.4 | 326.333333 | 1,366 | 48.4 | 116 | null |
null | 1 | 303.4 | 335.222222 | 1,476 | 42.3 | 180 | null |
null | 1 | 296.4 | 319.296296 | 2,833 | 5.6 | 213 | null |
null | 1 | 301.4 | 331.518519 | 1,706 | 27.9 | 170 | null |
null | 1 | 295.6 | 314.851852 | 1,823 | 25.8 | 29 | null |
null | 1 | 303.3 | 335.592593 | 1,692 | 30.6 | 18 | null |
null | 1 | 298.9 | 328.925926 | 1,693 | 28.8 | 56 | null |
null | 1 | 298 | 325.962963 | 1,731 | 28.7 | 38 | null |
null | 1 | 297.4 | 322.62963 | 1,561 | 38.3 | 0 | null |
null | 1 | 303.4 | 338.555556 | 1,462 | 37.5 | 118 | null |
null | 1 | 302.7 | 336.703704 | 1,763 | 26.5 | 184 | null |
null | 1 | 298.8 | 328.185185 | 1,599 | 33.6 | 131 | null |
null | 1 | 296.8 | 321.518519 | 1,584 | 40.4 | 227 | null |
null | 2 | 303.2 | 333.37037 | 1,688 | 31.9 | 33 | null |
null | 1 | 299.8 | 326.703704 | 1,510 | 42.5 | 146 | null |
null | 1 | 302 | 330.407407 | 1,591 | 29.8 | 105 | null |
null | 2 | 297.4 | 323 | 1,478 | 46.2 | 95 | null |
null | 1 | 300.4 | 327.444444 | 1,536 | 34.5 | 154 | null |
null | 1 | 300.8 | 328.555556 | 1,312 | 65.3 | 192 | null |
null | 1 | 300.7 | 331.888889 | 1,608 | 39.5 | 202 | null |
null | 1 | 302.6 | 335.592593 | 1,638 | 35.1 | 17 | null |
null | 2 | 300.4 | 335.222222 | 1,398 | 42.6 | 176 | null |
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