UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 299.2 | 322.259259 | 1,674 | 28.2 | 14 | null |
null | 2 | 301.2 | 329.296296 | 1,666 | 34.9 | 37 | null |
null | 1 | 300 | 330.777778 | 1,606 | 33.5 | 135 | null |
null | 1 | 300.9 | 332.62963 | 1,316 | 56.5 | 120 | null |
null | 2 | 299.5 | 325.222222 | 1,399 | 49.7 | 207 | null |
null | 1 | 298.2 | 324.851852 | 1,444 | 53.1 | 83 | null |
null | 2 | 301.6 | 331.148148 | 1,553 | 38.9 | 0 | null |
null | 1 | 298 | 324.111111 | 1,629 | 34.3 | 191 | null |
null | 1 | 302.5 | 330.777778 | 1,463 | 43 | 189 | null |
null | 2 | 300.5 | 328.185185 | 1,416 | 48.5 | 110 | null |
null | 2 | 302.6 | 332.62963 | 1,589 | 39 | 122 | null |
null | 1 | 298.8 | 322.259259 | 1,443 | 53.4 | 21 | null |
null | 2 | 298 | 324.111111 | 1,614 | 30.7 | 106 | null |
null | 1 | 304 | 340.037037 | 2,012 | 21.1 | 115 | null |
null | 0 | 302.5 | 335.592593 | 2,370 | 14.7 | 198 | null |
null | 1 | 297.6 | 323 | 1,517 | 34.2 | 66 | null |
null | 1 | 303.7 | 340.407407 | 1,496 | 47.4 | 48 | null |
null | 1 | 300.8 | 335.592593 | 1,427 | 43.3 | 180 | null |
null | 2 | 298.1 | 324.111111 | 1,362 | 49.6 | 158 | null |
null | 1 | 299.4 | 325.962963 | 1,444 | 48.2 | 24 | null |
null | 1 | 302.7 | 337.814815 | 1,433 | 44.2 | 17 | null |
null | 1 | 298.5 | 322.259259 | 1,301 | 66.3 | 42 | null |
null | 1 | 297.2 | 322.62963 | 1,805 | 25.6 | 103 | null |
null | 2 | 301.9 | 332.259259 | 1,419 | 47.7 | 20 | null |
null | 1 | 298.2 | 323 | 1,379 | 43.1 | 65 | null |
null | 1 | 301 | 333.37037 | 1,467 | 45.4 | 36 | null |
null | 1 | 302.1 | 334.111111 | 1,686 | 30.9 | 106 | null |
null | 1 | 301.5 | 330.777778 | 1,380 | 48.7 | 160 | null |
null | 1 | 300.1 | 329.296296 | 1,380 | 52.6 | 59 | null |
null | 2 | 298.8 | 329.666667 | 1,583 | 35.7 | 116 | null |
null | 1 | 300.3 | 334.851852 | 1,560 | 37.7 | 107 | null |
null | 1 | 297.4 | 323 | 1,573 | 34.5 | 205 | null |
null | 2 | 304.1 | 340.777778 | 1,586 | 41.1 | 129 | null |
null | 0 | 303.8 | 338.185185 | 1,525 | 38 | 209 | null |
null | 1 | 301.6 | 331.888889 | 1,535 | 35.4 | 148 | null |
null | 1 | 301.7 | 331.518519 | 1,318 | 55 | 194 | null |
null | 1 | 300.3 | 327.444444 | 1,468 | 44.7 | 179 | null |
null | 1 | 299.2 | 323 | 1,711 | 28.9 | 197 | null |
null | 1 | 299 | 329.296296 | 1,664 | 29.7 | 89 | null |
null | 1 | 300.1 | 334.481482 | 1,454 | 52.4 | 90 | null |
null | 1 | 298.1 | 322.62963 | 1,331 | 63 | 13 | null |
null | 1 | 297.6 | 323.37037 | 1,475 | 42.4 | 24 | null |
null | 1 | 298.4 | 323.740741 | 1,609 | 35 | 103 | null |
null | 2 | 299.4 | 323.740741 | 1,455 | 42.7 | 183 | null |
null | 1 | 303.3 | 333.740741 | 1,409 | 51.8 | 16 | null |
null | 2 | 298.3 | 320.407407 | 1,520 | 41.4 | 10 | null |
null | 1 | 302.2 | 332.259259 | 1,604 | 40.5 | 68 | null |
null | 0 | 301.5 | 332.259259 | 1,524 | 40.4 | 124 | null |
null | 1 | 298.4 | 328.925926 | 1,559 | 44.2 | 23 | null |
null | 1 | 300.1 | 329.666667 | 1,475 | 54.2 | 53 | null |
null | 1 | 298.2 | 322.62963 | 1,230 | 59.6 | 162 | null |
null | 2 | 299 | 326.703704 | 1,561 | 37.3 | 70 | null |
null | 1 | 301.4 | 331.148148 | 1,555 | 43.3 | 212 | null |
null | 2 | 296.9 | 320.777778 | 1,392 | 43.9 | 0 | null |
null | 1 | 303.4 | 334.481482 | 1,414 | 44.8 | 71 | null |
null | 2 | 300.1 | 327.444444 | 1,625 | 38 | 46 | null |
null | 0 | 300.4 | 333.37037 | 1,489 | 45.3 | 180 | null |
null | 1 | 301.4 | 331.518519 | 1,675 | 30.7 | 92 | null |
null | 2 | 301.7 | 331.518519 | 1,659 | 29.9 | 73 | null |
null | 2 | 297.5 | 323 | 1,369 | 54.8 | 145 | null |
null | 1 | 300.3 | 326.703704 | 1,705 | 29.4 | 190 | null |
null | 2 | 299.1 | 323.740741 | 1,491 | 38.5 | 166 | null |
null | 2 | 298.8 | 327.814815 | 1,477 | 48.5 | 138 | null |
null | 1 | 300.8 | 326.703704 | 1,489 | 38.4 | 109 | null |
null | 2 | 302 | 330.777778 | 1,425 | 44.7 | 76 | null |
null | 1 | 298.9 | 329.666667 | 1,654 | 31.1 | 158 | null |
null | 1 | 297.6 | 325.222222 | 1,487 | 45.4 | 64 | null |
null | 2 | 298.6 | 327.074074 | 1,580 | 33.9 | 70 | null |
null | 0 | 302.3 | 333 | 1,455 | 40.3 | 145 | null |
null | 2 | 300.4 | 328.185185 | 1,435 | 43.6 | 203 | null |
null | 1 | 297.1 | 323 | 1,422 | 42.1 | 148 | null |
null | 1 | 298.4 | 321.518519 | 1,540 | 37.8 | 7 | null |
null | 2 | 298 | 321.148148 | 1,750 | 26.6 | 67 | null |
null | 1 | 299.8 | 333.37037 | 1,564 | 40 | 172 | null |
null | 0 | 300.5 | 335.222222 | 1,454 | 50.3 | 175 | null |
null | 1 | 300.3 | 329.666667 | 1,471 | 45.2 | 48 | null |
null | 1 | 300.7 | 327.074074 | 1,578 | 35.4 | 34 | null |
null | 2 | 302.2 | 334.111111 | 1,626 | 31.6 | 62 | null |
null | 1 | 302.3 | 333.37037 | 1,297 | 62.5 | 109 | null |
null | 0 | 303.6 | 337.074074 | 1,371 | 54.6 | 112 | null |
null | 2 | 301.4 | 333.37037 | 1,727 | 26.5 | 43 | null |
null | 1 | 298.8 | 328.185185 | 1,663 | 28.2 | 67 | null |
null | 1 | 301.9 | 330.777778 | 1,340 | 55.7 | 204 | null |
null | 1 | 300.7 | 331.888889 | 1,772 | 27.3 | 69 | null |
null | 1 | 296.9 | 320.777778 | 1,653 | 29.7 | 137 | null |
null | 1 | 300 | 327.074074 | 1,925 | 21.9 | 9 | null |
null | 1 | 299.2 | 323 | 1,445 | 43.5 | 224 | null |
null | 1 | 300.5 | 334.481482 | 1,708 | 31.2 | 57 | null |
null | 2 | 295.7 | 315.222222 | 1,462 | 44.3 | 37 | null |
null | 2 | 300.5 | 334.851852 | 1,658 | 30.4 | 170 | null |
null | 0 | 299.1 | 324.481482 | 1,566 | 46.6 | 192 | null |
null | 1 | 299.1 | 329.666667 | 1,598 | 33.4 | 20 | null |
null | 1 | 301 | 330.777778 | 1,932 | 21.7 | 79 | null |
null | 1 | 303.4 | 337.444444 | 1,479 | 42.8 | 92 | null |
null | 2 | 302.6 | 334.851852 | 1,227 | 68.2 | 187 | null |
null | 2 | 300.8 | 333.37037 | 1,434 | 39.1 | 82 | null |
null | 2 | 299.1 | 322.62963 | 1,506 | 38 | 125 | null |
null | 1 | 298.8 | 323.740741 | 1,431 | 45.7 | 97 | null |
null | 2 | 297.9 | 320.407407 | 1,517 | 39.5 | 69 | null |
null | 1 | 298.6 | 322.259259 | 1,705 | 26.3 | 177 | null |
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