UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.4 | 333 | 1,589 | 35.5 | 191 | null |
null | 1 | 303.4 | 339.296296 | 1,360 | 50.8 | 94 | null |
null | 1 | 298.9 | 328.185185 | 1,411 | 56.3 | 84 | null |
null | 2 | 300.8 | 330.407407 | 1,450 | 39.4 | 62 | null |
null | 1 | 298.4 | 321.888889 | 1,598 | 32.7 | 94 | null |
null | 1 | 298.3 | 327.444444 | 1,527 | 30.9 | 189 | null |
null | 1 | 303.5 | 339.666667 | 1,275 | 64.4 | 113 | null |
null | 0 | 304.2 | 341.888889 | 1,627 | 32.2 | 91 | null |
null | 1 | 300.6 | 326.703704 | 2,496 | 13.5 | 111 | null |
null | 1 | 297.7 | 327.814815 | 1,498 | 41 | 176 | null |
null | 2 | 299 | 330.037037 | 1,657 | 31 | 70 | null |
null | 0 | 300.5 | 331.888889 | 1,631 | 30.5 | 132 | null |
null | 1 | 301 | 330.407407 | 1,476 | 43.6 | 173 | null |
null | 1 | 300.2 | 327.814815 | 1,421 | 44.6 | 17 | null |
null | 1 | 300.7 | 337.444444 | 1,548 | 37.9 | 58 | null |
null | 2 | 298.5 | 325.962963 | 1,721 | 29.4 | 170 | null |
null | 1 | 300.5 | 326.333333 | 1,465 | 46 | 89 | null |
null | 1 | 298.8 | 329.296296 | 1,574 | 36.2 | 181 | null |
null | 1 | 302.2 | 333.740741 | 1,382 | 46.4 | 94 | null |
null | 1 | 301.7 | 327.074074 | 1,298 | 65.5 | 229 | null |
null | 1 | 300.4 | 335.592593 | 1,433 | 42.2 | 14 | null |
null | 1 | 302 | 332.62963 | 1,686 | 32.5 | 25 | null |
null | 0 | 302.3 | 334.851852 | 1,441 | 53.9 | 74 | null |
null | 1 | 300.4 | 326.703704 | 1,412 | 51.6 | 153 | null |
null | 2 | 300.4 | 334.851852 | 1,359 | 55.4 | 160 | null |
null | 2 | 303.6 | 339.296296 | 1,400 | 43.2 | 23 | null |
null | 1 | 298.6 | 329.296296 | 1,721 | 27.2 | 5 | null |
null | 1 | 301.3 | 329.296296 | 1,558 | 36.3 | 184 | null |
null | 1 | 300.2 | 327.814815 | 1,656 | 34.3 | 120 | null |
null | 2 | 300.9 | 335.592593 | 1,843 | 24.5 | 25 | null |
null | 1 | 297.6 | 325.962963 | 1,611 | 33.1 | 155 | null |
null | 2 | 300.6 | 326.703704 | 1,541 | 35.2 | 105 | null |
null | 1 | 299.1 | 322.259259 | 1,319 | 60.3 | 36 | null |
null | 2 | 299.8 | 331.888889 | 1,463 | 43.5 | 156 | null |
null | 1 | 301.9 | 332.62963 | 1,541 | 38.9 | 193 | null |
null | 1 | 299.6 | 325.962963 | 1,425 | 45.9 | 133 | null |
null | 2 | 302.9 | 338.185185 | 1,924 | 24 | 17 | null |
null | 1 | 302.5 | 329.666667 | 1,477 | 41.6 | 16 | null |
null | 1 | 298 | 321.888889 | 1,877 | 24.3 | 0 | null |
null | 2 | 300.8 | 331.518519 | 1,572 | 36.2 | 167 | null |
null | 1 | 299.1 | 324.481482 | 1,502 | 46.7 | 197 | null |
null | 2 | 303 | 338.555556 | 1,392 | 42.9 | 94 | null |
null | 1 | 300 | 325.592593 | 1,489 | 40.3 | 7 | null |
null | 0 | 298.3 | 326.333333 | 1,529 | 41.7 | 5 | null |
null | 2 | 300.7 | 335.222222 | 1,412 | 49.1 | 219 | null |
null | 0 | 302.8 | 337.444444 | 1,336 | 57.5 | 187 | null |
null | 1 | 297.5 | 324.851852 | 1,427 | 50.4 | 17 | null |
null | 1 | 303.5 | 339.666667 | 1,501 | 44 | 128 | null |
null | 2 | 296.1 | 317.814815 | 1,523 | 42 | 164 | null |
null | 2 | 301.7 | 331.888889 | 1,524 | 41.3 | 147 | null |
null | 2 | 298.8 | 323.740741 | 1,486 | 41.9 | 92 | null |
null | 1 | 295.4 | 313.37037 | 1,407 | 50.7 | 192 | null |
null | 1 | 299 | 324.851852 | 1,511 | 35.9 | 16 | null |
null | 1 | 297.7 | 322.259259 | 2,007 | 19.3 | 181 | null |
null | 1 | 298.5 | 323 | 1,733 | 26 | 8 | null |
null | 1 | 303.5 | 339.296296 | 1,877 | 22.3 | 96 | null |
null | 0 | 302.9 | 332.62963 | 1,452 | 58.3 | 123 | null |
null | 1 | 295.6 | 315.222222 | 1,636 | 32.7 | 56 | null |
null | 2 | 303 | 333.37037 | 1,387 | 41.4 | 100 | null |
null | 2 | 302.3 | 335.592593 | 1,559 | 34.4 | 191 | null |
null | 1 | 302.3 | 332.62963 | 1,609 | 31 | 190 | null |
null | 2 | 299.2 | 325.592593 | 1,503 | 34.7 | 6 | null |
null | 1 | 303.9 | 340.777778 | 1,540 | 44.4 | 119 | null |
null | 1 | 300.4 | 326.333333 | 1,671 | 35 | 209 | null |
null | 1 | 300.6 | 328.185185 | 1,629 | 37.6 | 162 | null |
null | 1 | 303.2 | 338.555556 | 1,281 | 57 | 144 | null |
null | 1 | 300 | 334.481482 | 1,601 | 36.9 | 35 | null |
null | 1 | 302.5 | 330.037037 | 1,584 | 35.5 | 158 | null |
null | 1 | 302.6 | 330.777778 | 1,596 | 32.8 | 193 | null |
null | 2 | 299 | 329.666667 | 1,598 | 33.4 | 44 | null |
null | 1 | 299.2 | 325.592593 | 1,387 | 48.7 | 4 | null |
null | 0 | 296.4 | 318.925926 | 1,540 | 37.4 | 75 | null |
null | 1 | 298.5 | 327.444444 | 1,724 | 26.4 | 100 | null |
null | 0 | 297.9 | 323.37037 | 2,129 | 18.7 | 126 | null |
null | 1 | 298 | 320.407407 | 1,407 | 43.9 | 205 | null |
null | 1 | 301.3 | 331.148148 | 1,529 | 41.8 | 176 | null |
null | 1 | 299.7 | 325.962963 | 1,412 | 45.4 | 147 | null |
null | 1 | 299.8 | 333.37037 | 1,369 | 46.2 | 146 | null |
null | 1 | 303.8 | 340.407407 | 2,497 | 13 | 5 | null |
null | 1 | 298.9 | 327.074074 | 1,645 | 31.1 | 169 | null |
null | 1 | 301.3 | 332.62963 | 1,542 | 35.1 | 204 | null |
null | 1 | 301.6 | 329.666667 | 1,384 | 57.1 | 68 | null |
null | 2 | 301.4 | 331.148148 | 1,431 | 40.6 | 101 | null |
null | 1 | 297.5 | 323.37037 | 1,306 | 50.7 | 38 | null |
null | 2 | 302.5 | 330.777778 | 1,507 | 40.2 | 201 | null |
null | 2 | 297.7 | 323.37037 | 1,559 | 35.2 | 127 | null |
null | 1 | 300.2 | 334.851852 | 1,322 | 50.9 | 215 | null |
null | 2 | 299.3 | 325.592593 | 1,376 | 46.7 | 49 | null |
null | 1 | 301.2 | 332.62963 | 1,761 | 29.1 | 195 | null |
null | 2 | 297.4 | 322.62963 | 1,550 | 47.8 | 18 | null |
null | 0 | 300.3 | 335.222222 | 1,432 | 47.7 | 61 | null |
null | 1 | 297.7 | 318.555556 | 1,392 | 43 | 197 | null |
null | 2 | 300.7 | 337.444444 | 1,430 | 47.2 | 131 | null |
null | 0 | 298.7 | 327.814815 | 1,565 | 39.3 | 94 | null |
null | 1 | 297.2 | 323.740741 | 1,578 | 34.4 | 76 | null |
null | 2 | 298 | 328.555556 | 1,565 | 33.9 | 40 | null |
null | 1 | 298.8 | 327.814815 | 1,225 | 63.4 | 37 | null |
null | 2 | 296.8 | 319.666667 | 1,443 | 39.2 | 13 | null |
null | 2 | 300.2 | 328.185185 | 1,487 | 39.2 | 122 | null |
null | 1 | 301.1 | 329.296296 | 1,457 | 39.6 | 215 | null |
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