UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 298.6 | 327.814815 | 1,703 | 26.1 | 5 | null |
null | 0 | 300.4 | 328.185185 | 1,409 | 47.5 | 138 | null |
null | 2 | 298.2 | 325.222222 | 1,723 | 26.6 | 168 | null |
null | 2 | 300.6 | 328.185185 | 1,659 | 28.9 | 127 | null |
null | 1 | 296.8 | 320.037037 | 1,338 | 44.4 | 128 | null |
null | 2 | 298 | 320.037037 | 1,581 | 43.4 | 113 | null |
null | 1 | 298.2 | 324.481482 | 1,362 | 57.3 | 28 | null |
null | 1 | 303.5 | 337.814815 | 1,284 | 70.6 | 94 | null |
null | 1 | 298.4 | 322.62963 | 1,452 | 48.5 | 73 | null |
null | 1 | 298.1 | 321.148148 | 1,578 | 35.6 | 55 | null |
null | 2 | 301.2 | 330.037037 | 1,379 | 43.2 | 56 | null |
null | 2 | 302 | 333 | 1,769 | 26 | 10 | null |
null | 2 | 302.4 | 330.407407 | 1,463 | 42.2 | 139 | null |
null | 2 | 302.4 | 333.740741 | 1,312 | 61.5 | 85 | null |
null | 1 | 300.5 | 330.777778 | 1,452 | 42.9 | 29 | null |
null | 2 | 297.9 | 321.148148 | 1,540 | 39.8 | 38 | null |
null | 1 | 297.2 | 322.62963 | 1,379 | 52.1 | 21 | null |
null | 2 | 298.8 | 330.037037 | 1,528 | 37.1 | 99 | null |
null | 1 | 297.9 | 325.222222 | 1,450 | 46.8 | 118 | null |
null | 2 | 302.2 | 333.740741 | 1,658 | 31 | 2 | null |
null | 2 | 299.8 | 327.444444 | 1,331 | 50.2 | 98 | null |
null | 1 | 303.7 | 338.185185 | 1,433 | 53.6 | 185 | null |
null | 2 | 298.9 | 325.222222 | 1,812 | 25.9 | 174 | null |
null | 1 | 298.4 | 329.296296 | 1,533 | 35.2 | 92 | null |
null | 1 | 302.6 | 329.666667 | 1,325 | 62.4 | 92 | null |
null | 1 | 298.2 | 321.148148 | 1,544 | 31.4 | 192 | null |
null | 1 | 299.5 | 325.592593 | 1,852 | 22.6 | 77 | null |
null | 1 | 301.5 | 332.259259 | 1,365 | 46.5 | 172 | null |
null | 2 | 298.6 | 327.444444 | 1,635 | 29.7 | 9 | null |
null | 1 | 302 | 331.888889 | 1,383 | 50.3 | 231 | null |
null | 2 | 301.4 | 331.888889 | 1,738 | 30.3 | 104 | null |
null | 1 | 300.8 | 335.222222 | 1,479 | 39.4 | 18 | null |
null | 1 | 298.9 | 324.851852 | 1,422 | 47.6 | 15 | null |
null | 1 | 297.9 | 325.592593 | 1,507 | 36.9 | 13 | null |
null | 1 | 298.9 | 329.666667 | 1,706 | 27.6 | 103 | null |
null | 1 | 299.2 | 323.37037 | 1,387 | 51.1 | 98 | null |
null | 2 | 300.5 | 327.074074 | 1,691 | 27.6 | 67 | null |
null | 1 | 301.3 | 333.740741 | 1,434 | 49.8 | 16 | null |
null | 1 | 297.7 | 325.222222 | 1,538 | 43.2 | 30 | null |
null | 1 | 302.7 | 330.777778 | 1,446 | 40.9 | 211 | null |
null | 1 | 297.4 | 323 | 2,151 | 17.7 | 0 | null |
null | 2 | 303.9 | 340.407407 | 1,343 | 61.4 | 14 | null |
null | 2 | 302.6 | 332.62963 | 1,329 | 48.6 | 111 | null |
null | 1 | 299.6 | 325.592593 | 1,641 | 35.8 | 81 | null |
null | 1 | 299.3 | 323.37037 | 1,772 | 26.1 | 52 | null |
null | 1 | 300.2 | 334.851852 | 1,540 | 37.7 | 71 | null |
null | 2 | 298.7 | 329.296296 | 1,368 | 56.8 | 72 | null |
null | 1 | 301.2 | 331.888889 | 1,461 | 40.6 | 47 | null |
null | 1 | 302.6 | 334.851852 | 1,453 | 37 | 135 | null |
null | 0 | 298.1 | 323.37037 | 1,392 | 44.8 | 111 | null |
null | 2 | 299.8 | 326.703704 | 1,412 | 47.8 | 130 | null |
null | 1 | 298.4 | 325.592593 | 1,417 | 40.6 | 121 | null |
null | 1 | 298 | 324.481482 | 1,610 | 33.7 | 212 | null |
null | 1 | 297.3 | 322.259259 | 1,896 | 24.4 | 47 | null |
null | 2 | 299.7 | 330.777778 | 1,594 | 35.4 | 134 | null |
null | 0 | 297.9 | 321.148148 | 1,406 | 58.5 | 93 | null |
null | 1 | 299 | 323.740741 | 1,661 | 32.2 | 106 | null |
null | 1 | 298.8 | 327.074074 | 1,374 | 48.1 | 159 | null |
null | 1 | 302.5 | 335.962963 | 1,553 | 40.1 | 187 | null |
null | 1 | 298.6 | 328.555556 | 1,615 | 28.8 | 199 | null |
null | 1 | 299.3 | 323.740741 | 1,371 | 50.5 | 136 | null |
null | 1 | 302.3 | 329.666667 | 1,548 | 35.3 | 170 | null |
null | 1 | 300.7 | 327.074074 | 1,479 | 34.5 | 197 | null |
null | 1 | 298.2 | 322.62963 | 1,402 | 51 | 141 | null |
null | 1 | 302.4 | 335.592593 | 1,543 | 31.1 | 96 | null |
null | 1 | 297.4 | 323.37037 | 1,496 | 36.4 | 126 | null |
null | 1 | 300.3 | 335.222222 | 1,445 | 47.3 | 15 | null |
null | 0 | 298 | 320.037037 | 1,420 | 45.8 | 150 | null |
null | 2 | 298 | 320.037037 | 1,472 | 46.7 | 116 | null |
null | 1 | 302.2 | 332.259259 | 1,531 | 37.5 | 60 | null |
null | 1 | 297.4 | 323 | 1,341 | 52.2 | 49 | null |
null | 2 | 303 | 333.37037 | 1,614 | 35.7 | 207 | null |
null | 1 | 302.5 | 330.777778 | 1,507 | 39.5 | 147 | null |
null | 2 | 301.7 | 328.555556 | 1,452 | 41.5 | 86 | null |
null | 1 | 301.8 | 331.148148 | 1,452 | 48.4 | 110 | null |
null | 1 | 297.4 | 324.481482 | 1,538 | 41.2 | 126 | null |
null | 1 | 297.1 | 322.62963 | 1,773 | 23.8 | 169 | null |
null | 1 | 303.5 | 336.703704 | 1,674 | 30.8 | 0 | null |
null | 1 | 300.3 | 328.555556 | 1,621 | 34.1 | 36 | null |
null | 1 | 300.6 | 328.185185 | 1,455 | 48 | 125 | null |
null | 1 | 300.2 | 334.851852 | 1,372 | 49.2 | 195 | null |
null | 1 | 297.7 | 324.851852 | 1,516 | 33.7 | 92 | null |
null | 1 | 299.4 | 324.481482 | 1,390 | 57 | 92 | null |
null | 1 | 297.2 | 323.740741 | 1,392 | 41.5 | 108 | null |
null | 1 | 301.9 | 330.037037 | 1,398 | 44 | 65 | null |
null | 1 | 302.9 | 338.555556 | 1,328 | 59.9 | 24 | null |
null | 1 | 297.4 | 322.62963 | 1,412 | 42 | 111 | null |
null | 1 | 300.1 | 327.814815 | 2,151 | 17.5 | 173 | null |
null | 1 | 297.9 | 325.222222 | 1,382 | 43.9 | 116 | null |
null | 2 | 299 | 324.111111 | 1,620 | 35.4 | 199 | null |
null | 1 | 299 | 330.037037 | 1,868 | 24 | 221 | null |
null | 2 | 299.7 | 331.888889 | 1,405 | 47.6 | 192 | null |
null | 0 | 303.8 | 340.777778 | 1,381 | 52.4 | 140 | null |
null | 0 | 297.6 | 323.740741 | 1,463 | 46.7 | 85 | null |
null | 0 | 298.7 | 328.185185 | 1,422 | 40.7 | 85 | null |
null | 2 | 298.2 | 325.222222 | 1,353 | 50.3 | 150 | null |
null | 1 | 298.3 | 321.518519 | 2,886 | 3.8 | 57 | null |
null | 2 | 300.1 | 326.333333 | 1,443 | 50.3 | 196 | null |
null | 1 | 297.6 | 326.703704 | 1,326 | 49.8 | 199 | null |
null | 1 | 299.5 | 328.925926 | 1,412 | 48.9 | 56 | null |
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