UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 303.8 | 339.296296 | 1,428 | 53.3 | 152 | null |
null | 2 | 297.4 | 324.481482 | 1,325 | 62.4 | 204 | null |
null | 2 | 298.1 | 322.259259 | 1,420 | 63.9 | 19 | null |
null | 1 | 302.3 | 332.259259 | 1,412 | 48.9 | 28 | null |
null | 1 | 297.8 | 324.481482 | 1,548 | 36.9 | 64 | null |
null | 2 | 297.4 | 325.592593 | 1,463 | 35 | 183 | null |
null | 1 | 300.8 | 337.444444 | 1,858 | 26.3 | 144 | null |
null | 1 | 297.6 | 327.074074 | 1,924 | 20.6 | 37 | null |
null | 1 | 298.7 | 327.814815 | 1,510 | 40.6 | 162 | null |
null | 2 | 298 | 323.740741 | 1,453 | 44.1 | 165 | null |
null | 1 | 300.7 | 326.333333 | 1,425 | 45.3 | 100 | null |
null | 1 | 300.7 | 335.592593 | 1,478 | 41.9 | 207 | null |
null | 1 | 300.1 | 334.851852 | 1,530 | 36.6 | 74 | null |
null | 0 | 298.8 | 328.555556 | 1,466 | 44.6 | 66 | null |
null | 2 | 303.9 | 340.037037 | 1,901 | 22.5 | 110 | null |
null | 1 | 300.3 | 335.592593 | 1,360 | 48 | 119 | null |
null | 2 | 300.9 | 328.925926 | 1,600 | 36 | 204 | null |
null | 2 | 301.1 | 331.518519 | 2,219 | 16.7 | 79 | null |
null | 0 | 300.3 | 334.481482 | 1,464 | 41 | 29 | null |
null | 2 | 299.7 | 325.592593 | 1,508 | 41.2 | 152 | null |
null | 1 | 300.1 | 334.481482 | 1,471 | 47.2 | 201 | null |
null | 1 | 301.1 | 331.148148 | 1,417 | 47.6 | 10 | null |
null | 2 | 299.4 | 332.259259 | 1,446 | 47.3 | 12 | null |
null | 1 | 297.2 | 323.37037 | 1,513 | 42.9 | 212 | null |
null | 1 | 298.4 | 324.851852 | 1,501 | 50 | 203 | null |
null | 1 | 302.4 | 332.62963 | 1,423 | 46.2 | 186 | null |
null | 2 | 300.8 | 336.333333 | 1,443 | 53.3 | 151 | null |
null | 1 | 299.5 | 328.925926 | 1,349 | 52.7 | 92 | null |
null | 2 | 301.5 | 330.777778 | 1,412 | 44.1 | 184 | null |
null | 1 | 302.8 | 337.814815 | 1,651 | 27 | 200 | null |
null | 1 | 295.8 | 315.592593 | 1,399 | 47.6 | 84 | null |
null | 1 | 297.4 | 323.37037 | 1,495 | 37.8 | 211 | null |
null | 2 | 302.3 | 335.222222 | 1,483 | 40.5 | 8 | null |
null | 1 | 301.5 | 331.888889 | 1,785 | 25.5 | 120 | null |
null | 1 | 301.9 | 327.444444 | 1,446 | 43.2 | 225 | null |
null | 0 | 303.9 | 340.037037 | 1,517 | 36 | 142 | null |
null | 2 | 296.5 | 319.296296 | 1,350 | 55.6 | 69 | null |
null | 1 | 299.9 | 326.703704 | 1,322 | 53.9 | 33 | null |
null | 0 | 300.4 | 327.444444 | 1,571 | 33.6 | 126 | null |
null | 0 | 297.4 | 324.111111 | 1,349 | 48.9 | 120 | null |
null | 2 | 300 | 334.481482 | 1,451 | 49 | 115 | null |
null | 1 | 301.2 | 330.037037 | 1,451 | 39.7 | 123 | null |
null | 0 | 298.8 | 324.481482 | 1,445 | 49.9 | 4 | null |
null | 1 | 303.1 | 333.740741 | 1,403 | 55.6 | 150 | null |
null | 2 | 298.8 | 330.037037 | 1,366 | 59 | 94 | null |
null | 1 | 298 | 323.37037 | 1,429 | 37.7 | 220 | null |
null | 1 | 300.7 | 329.666667 | 1,348 | 54.8 | 50 | null |
null | 1 | 300 | 325.592593 | 1,631 | 28.3 | 110 | null |
null | 1 | 300.5 | 327.814815 | 1,589 | 30.5 | 198 | null |
null | 1 | 303.5 | 335.962963 | 1,565 | 38.9 | 12 | null |
null | 1 | 299.9 | 333.740741 | 1,802 | 24.4 | 151 | null |
null | 2 | 298.9 | 324.851852 | 1,727 | 27.1 | 37 | null |
null | 1 | 298 | 323 | 1,472 | 42 | 15 | null |
null | 1 | 301.6 | 331.518519 | 1,494 | 39.5 | 24 | null |
null | 1 | 302.5 | 329.666667 | 1,563 | 34.8 | 150 | null |
null | 1 | 300.4 | 333.37037 | 1,351 | 62 | 18 | null |
null | 2 | 302.3 | 333 | 1,295 | 57.1 | 146 | null |
null | 1 | 298.8 | 328.185185 | 1,485 | 42.4 | 74 | null |
null | 1 | 301.7 | 329.666667 | 1,686 | 28.9 | 59 | null |
null | 1 | 301.5 | 331.148148 | 1,490 | 48.1 | 81 | null |
null | 1 | 303.3 | 334.111111 | 1,510 | 37.3 | 36 | null |
null | 0 | 299.8 | 327.814815 | 1,368 | 47.4 | 148 | null |
null | 2 | 298 | 325.222222 | 1,439 | 38.5 | 34 | null |
null | 0 | 299.2 | 323 | 1,388 | 53.2 | 59 | null |
null | 2 | 297.1 | 321.518519 | 1,690 | 25.6 | 159 | null |
null | 1 | 302.3 | 334.111111 | 1,845 | 21.9 | 27 | null |
null | 1 | 300.4 | 336.333333 | 1,631 | 34.9 | 115 | null |
null | 1 | 303.5 | 338.555556 | 1,602 | 34.2 | 108 | null |
null | 2 | 302.3 | 335.222222 | 1,517 | 37.6 | 124 | null |
null | 1 | 298.2 | 322.62963 | 2,216 | 16.8 | 139 | null |
null | 0 | 301.9 | 330.777778 | 1,472 | 39.7 | 187 | null |
null | 1 | 297.3 | 323.37037 | 1,545 | 34.3 | 74 | null |
null | 1 | 298.2 | 324.111111 | 1,605 | 29.4 | 47 | null |
null | 1 | 298.6 | 327.074074 | 1,730 | 30.2 | 41 | null |
null | 0 | 296.9 | 321.148148 | 1,547 | 32.6 | 79 | null |
null | 1 | 301.2 | 332.62963 | 1,567 | 35.1 | 64 | null |
null | 2 | 300.5 | 334.111111 | 1,312 | 51.4 | 60 | null |
null | 1 | 298 | 322.62963 | 1,544 | 34.7 | 213 | null |
null | 2 | 300.1 | 333.740741 | 1,495 | 41 | 193 | null |
null | 2 | 303.4 | 339.296296 | 1,518 | 38.7 | 103 | null |
null | 1 | 300.4 | 328.555556 | 1,496 | 31.8 | 154 | null |
null | 2 | 299 | 325.222222 | 1,419 | 45.2 | 27 | null |
null | 1 | 297.2 | 323.37037 | 1,766 | 25.8 | 7 | null |
null | 1 | 298.8 | 328.925926 | 1,389 | 49.6 | 149 | null |
null | 2 | 298.2 | 325.222222 | 1,446 | 45.8 | 80 | null |
null | 1 | 301.6 | 332.259259 | 1,385 | 50.7 | 195 | null |
null | 0 | 301.9 | 332.62963 | 1,291 | 63.6 | 137 | null |
null | 1 | 299.5 | 324.111111 | 2,549 | 13 | 179 | null |
null | 2 | 300.3 | 327.444444 | 1,509 | 46.6 | 95 | null |
null | 2 | 302.6 | 329.666667 | 1,563 | 39 | 97 | null |
null | 1 | 302.2 | 334.481482 | 1,616 | 34 | 19 | null |
null | 1 | 300.3 | 329.666667 | 1,492 | 52.3 | 2 | null |
null | 1 | 298.9 | 327.814815 | 1,449 | 48.8 | 147 | null |
null | 1 | 299.4 | 324.851852 | 1,550 | 33.7 | 174 | null |
null | 1 | 300.9 | 337.074074 | 1,811 | 23.2 | 72 | null |
null | 1 | 301.3 | 331.518519 | 1,516 | 46 | 119 | null |
null | 2 | 300.4 | 334.111111 | 1,604 | 31.7 | 119 | null |
null | 1 | 300.8 | 331.518519 | 1,358 | 48.1 | 198 | null |
null | 2 | 298 | 324.111111 | 1,377 | 48.5 | 181 | null |
null | 1 | 300.6 | 335.222222 | 1,488 | 47.7 | 22 | null |
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