UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 303.6 | 337.444444 | 1,630 | 32.4 | 223 | null |
null | 1 | 302 | 327.814815 | 1,414 | 36.3 | 209 | null |
null | 1 | 301.6 | 331.888889 | 1,418 | 44.7 | 46 | null |
null | 1 | 298.4 | 325.962963 | 1,651 | 28.5 | 141 | null |
null | 0 | 296.7 | 319.666667 | 1,607 | 33.6 | 38 | null |
null | 2 | 299.3 | 331.148148 | 1,457 | 42.1 | 104 | null |
null | 1 | 300.4 | 334.481482 | 1,596 | 32.5 | 154 | null |
null | 2 | 303.7 | 339.666667 | 1,511 | 41 | 33 | null |
null | 1 | 304.2 | 341.518519 | 1,421 | 43.4 | 56 | null |
null | 2 | 298.8 | 323.740741 | 1,707 | 28.1 | 103 | null |
null | 1 | 298.7 | 323 | 1,373 | 46.9 | 60 | null |
null | 1 | 298.8 | 327.444444 | 1,613 | 27.7 | 143 | null |
null | 1 | 299.8 | 327.074074 | 1,739 | 27.5 | 128 | null |
null | 2 | 298.8 | 323.37037 | 1,425 | 47.4 | 90 | null |
null | 1 | 299.3 | 325.592593 | 1,493 | 38 | 151 | null |
null | 1 | 297.6 | 324.111111 | 1,365 | 50.6 | 143 | null |
null | 1 | 301.8 | 332.259259 | 1,449 | 36.5 | 33 | null |
null | 2 | 296.9 | 321.888889 | 1,357 | 41.8 | 127 | null |
null | 1 | 299.1 | 329.296296 | 1,894 | 20.1 | 106 | null |
null | 1 | 301.5 | 331.518519 | 1,426 | 46.1 | 81 | null |
null | 2 | 300.7 | 327.074074 | 1,733 | 26.7 | 108 | null |
null | 2 | 300.4 | 327.074074 | 1,888 | 21.9 | 221 | null |
null | 1 | 299.1 | 325.222222 | 1,405 | 53.8 | 18 | null |
null | 1 | 302.4 | 332.62963 | 2,211 | 15.4 | 203 | null |
null | 2 | 300.2 | 325.222222 | 1,642 | 31.2 | 37 | null |
null | 1 | 302.5 | 330.407407 | 1,487 | 40.2 | 48 | null |
null | 1 | 299.7 | 325.962963 | 1,478 | 38.8 | 199 | null |
null | 2 | 297.7 | 324.481482 | 2,089 | 19.1 | 111 | null |
null | 1 | 298.2 | 322.259259 | 1,988 | 21.4 | 41 | null |
null | 1 | 298 | 320.777778 | 1,453 | 37.7 | 119 | null |
null | 1 | 298.2 | 325.222222 | 1,643 | 34.1 | 91 | null |
null | 1 | 301.9 | 332.62963 | 1,376 | 44.9 | 186 | null |
null | 1 | 298.8 | 330.037037 | 1,553 | 36.8 | 97 | null |
null | 1 | 298.2 | 320.407407 | 1,459 | 44.5 | 89 | null |
null | 1 | 302.3 | 333.740741 | 1,621 | 31.6 | 135 | null |
null | 1 | 302 | 333.37037 | 1,420 | 45.8 | 192 | null |
null | 2 | 299.2 | 323 | 1,415 | 43.5 | 53 | null |
null | 1 | 299 | 325.222222 | 1,544 | 31.8 | 25 | null |
null | 2 | 300.3 | 326.333333 | 1,391 | 57.9 | 204 | null |
null | 2 | 297.2 | 323.37037 | 1,604 | 34.9 | 200 | null |
null | 1 | 297.3 | 323.740741 | 1,273 | 59.8 | 182 | null |
null | 0 | 298.7 | 325.962963 | 1,449 | 42.3 | 182 | null |
null | 1 | 302 | 330.777778 | 1,635 | 39.8 | 99 | null |
null | 1 | 301 | 332.259259 | 1,809 | 25.7 | 192 | null |
null | 2 | 301.3 | 330.777778 | 1,481 | 39.7 | 85 | null |
null | 1 | 299.1 | 323.740741 | 1,555 | 36.6 | 104 | null |
null | 1 | 299.7 | 325.592593 | 1,417 | 50.1 | 187 | null |
null | 0 | 299.7 | 325.962963 | 1,355 | 44.8 | 127 | null |
null | 2 | 296.3 | 319.296296 | 1,335 | 50.5 | 48 | null |
null | 1 | 298.9 | 328.925926 | 1,422 | 43.6 | 78 | null |
null | 1 | 298.7 | 328.185185 | 1,589 | 31.8 | 217 | null |
null | 0 | 299 | 322.259259 | 1,662 | 30.4 | 55 | null |
null | 1 | 302.2 | 330.407407 | 1,743 | 28.1 | 170 | null |
null | 1 | 299 | 329.296296 | 1,470 | 40.3 | 83 | null |
null | 1 | 298.2 | 326.703704 | 1,398 | 52.9 | 79 | null |
null | 1 | 301.1 | 331.888889 | 1,470 | 49.3 | 116 | null |
null | 2 | 303.6 | 338.185185 | 1,607 | 33.7 | 14 | null |
null | 1 | 304 | 340.037037 | 1,407 | 42.1 | 5 | null |
null | 1 | 298 | 320.407407 | 1,442 | 43.6 | 148 | null |
null | 1 | 296.7 | 321.148148 | 1,420 | 50.1 | 138 | null |
null | 1 | 303.8 | 340.037037 | 1,452 | 38.6 | 72 | null |
null | 1 | 302.4 | 329.666667 | 1,503 | 36.2 | 166 | null |
null | 2 | 300.7 | 332.62963 | 1,740 | 25.6 | 176 | null |
null | 2 | 298.2 | 325.222222 | 1,508 | 40.5 | 192 | null |
null | 1 | 298 | 324.111111 | 1,462 | 48.2 | 204 | null |
null | 1 | 297.9 | 323.740741 | 1,691 | 29.6 | 116 | null |
null | 2 | 298.5 | 326.703704 | 1,565 | 33.7 | 150 | null |
null | 1 | 297.4 | 324.851852 | 1,708 | 28.8 | 174 | null |
null | 1 | 297.1 | 322.62963 | 1,496 | 45.8 | 190 | null |
null | 1 | 303.3 | 337.074074 | 1,457 | 40.7 | 48 | null |
null | 2 | 297.8 | 325.962963 | 1,295 | 61.2 | 12 | null |
null | 1 | 304.2 | 340.777778 | 1,464 | 44.9 | 37 | null |
null | 1 | 300.5 | 335.592593 | 1,596 | 34.8 | 87 | null |
null | 1 | 300.2 | 332.62963 | 1,627 | 33.7 | 147 | null |
null | 1 | 298.8 | 324.481482 | 1,555 | 40.6 | 61 | null |
null | 2 | 295.7 | 315.592593 | 1,387 | 40.1 | 81 | null |
null | 1 | 298.2 | 325.222222 | 1,489 | 40.6 | 89 | null |
null | 1 | 302.3 | 332.259259 | 1,545 | 36.7 | 18 | null |
null | 1 | 299 | 329.296296 | 1,583 | 35.8 | 142 | null |
null | 1 | 300.1 | 329.296296 | 1,684 | 30.8 | 13 | null |
null | 2 | 302 | 331.888889 | 1,445 | 46.3 | 17 | null |
null | 1 | 299.8 | 326.703704 | 1,436 | 51.6 | 158 | null |
null | 0 | 300.4 | 329.666667 | 1,431 | 43.2 | 0 | null |
null | 1 | 300.7 | 335.962963 | 1,476 | 42 | 196 | null |
null | 2 | 300.3 | 326.703704 | 1,612 | 33.1 | 150 | null |
null | 1 | 302 | 330.777778 | 1,651 | 30.9 | 146 | null |
null | 1 | 300.3 | 334.481482 | 1,634 | 31.9 | 36 | null |
null | 0 | 298.3 | 325.222222 | 1,379 | 43.2 | 0 | null |
null | 1 | 300.4 | 335.222222 | 1,459 | 45.6 | 3 | null |
null | 2 | 303.6 | 336.333333 | 1,435 | 37.9 | 98 | null |
null | 1 | 298.2 | 321.888889 | 1,462 | 49.9 | 69 | null |
null | 2 | 300.8 | 332.259259 | 1,514 | 38.7 | 66 | null |
null | 1 | 299.4 | 324.111111 | 1,446 | 62.9 | 134 | null |
null | 1 | 300.1 | 335.222222 | 1,503 | 42.6 | 208 | null |
null | 1 | 301.8 | 327.074074 | 1,525 | 39.6 | 227 | null |
null | 1 | 302.5 | 337.074074 | 1,775 | 27.9 | 56 | null |
null | 2 | 301.2 | 331.518519 | 1,962 | 22.5 | 28 | null |
null | 1 | 297.5 | 322.259259 | 1,489 | 40.7 | 141 | null |
null | 1 | 301.8 | 328.925926 | 2,032 | 19 | 203 | null |
null | 2 | 297.5 | 327.074074 | 1,553 | 42.4 | 60 | null |
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