UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 0 | 299.5 | 325.592593 | 1,548 | 44.3 | 40 | null |
null | 2 | 301.1 | 331.518519 | 1,367 | 43.4 | 111 | null |
null | 2 | 303.5 | 337.444444 | 1,593 | 35.2 | 29 | null |
null | 1 | 301.2 | 331.148148 | 1,409 | 50.9 | 66 | null |
null | 1 | 303.8 | 339.296296 | 1,646 | 35.8 | 143 | null |
null | 0 | 297 | 321.888889 | 2,540 | 13.3 | 98 | null |
null | 2 | 297.3 | 322.62963 | 1,657 | 31.1 | 8 | null |
null | 2 | 297.4 | 324.481482 | 1,573 | 33.9 | 123 | null |
null | 1 | 298.2 | 320.777778 | 1,521 | 42.9 | 60 | null |
null | 1 | 297 | 321.148148 | 1,436 | 47.7 | 191 | null |
null | 1 | 299.1 | 323.740741 | 1,260 | 57.8 | 152 | null |
null | 1 | 298.1 | 321.518519 | 1,426 | 46 | 61 | null |
null | 1 | 298.2 | 321.888889 | 1,462 | 50.8 | 27 | null |
null | 2 | 302.3 | 334.111111 | 1,500 | 40.2 | 30 | null |
null | 1 | 301.7 | 332.259259 | 1,636 | 31.3 | 42 | null |
null | 2 | 300.1 | 325.962963 | 1,438 | 51 | 211 | null |
null | 2 | 299.9 | 333.740741 | 1,389 | 50 | 55 | null |
null | 1 | 303.5 | 337.444444 | 1,404 | 48.6 | 193 | null |
null | 1 | 300.1 | 334.111111 | 1,438 | 42.2 | 139 | null |
null | 2 | 298 | 322.259259 | 2,090 | 19 | 143 | null |
null | 1 | 298.4 | 321.518519 | 1,571 | 37.4 | 50 | null |
null | 1 | 296.6 | 319.666667 | 1,485 | 42.7 | 204 | null |
null | 1 | 298.2 | 324.481482 | 1,442 | 47 | 18 | null |
null | 1 | 302.7 | 330.777778 | 1,642 | 30.8 | 195 | null |
null | 0 | 295.7 | 314.851852 | 1,458 | 49.8 | 151 | null |
null | 2 | 300.8 | 330.407407 | 1,288 | 64 | 3 | null |
null | 1 | 298.1 | 320.777778 | 1,413 | 54.1 | 113 | null |
null | 2 | 298.1 | 324.851852 | 1,479 | 43.4 | 105 | null |
null | 1 | 298.3 | 324.851852 | 1,348 | 55.5 | 102 | null |
null | 1 | 299.3 | 325.962963 | 2,280 | 15.4 | 207 | null |
null | 1 | 298.8 | 328.185185 | 1,493 | 38.5 | 132 | null |
null | 1 | 302.3 | 333.37037 | 1,386 | 50.3 | 110 | null |
null | 0 | 300.3 | 328.555556 | 1,677 | 30.1 | 130 | null |
null | 1 | 300.4 | 333.37037 | 1,436 | 56.8 | 173 | null |
null | 1 | 298.3 | 324.851852 | 1,708 | 27.3 | 170 | null |
null | 2 | 301.3 | 331.148148 | 1,499 | 36.1 | 163 | null |
null | 1 | 299.3 | 331.888889 | 1,483 | 43.5 | 15 | null |
null | 1 | 302.3 | 331.888889 | 1,421 | 41.4 | 102 | null |
null | 2 | 299.8 | 327.074074 | 1,453 | 43.2 | 153 | null |
null | 1 | 302.4 | 329.296296 | 1,401 | 48.8 | 177 | null |
null | 1 | 300.1 | 328.925926 | 1,511 | 41.7 | 186 | null |
null | 2 | 299.1 | 330.777778 | 1,428 | 43 | 53 | null |
null | 1 | 297.5 | 322.259259 | 1,327 | 56.5 | 189 | null |
null | 1 | 299.2 | 330.407407 | 1,472 | 43.3 | 32 | null |
null | 2 | 300.9 | 331.888889 | 1,452 | 43.6 | 185 | null |
null | 1 | 299.3 | 324.481482 | 1,341 | 47.7 | 199 | null |
null | 0 | 301.4 | 331.518519 | 1,516 | 36.4 | 83 | null |
null | 2 | 302.4 | 334.111111 | 1,475 | 45.2 | 46 | null |
null | 1 | 302 | 332.259259 | 1,495 | 38.6 | 52 | null |
null | 1 | 300.7 | 331.888889 | 1,563 | 33.8 | 104 | null |
null | 1 | 299.9 | 325.592593 | 1,412 | 48.3 | 198 | null |
null | 1 | 297.5 | 326.703704 | 1,650 | 34.6 | 142 | null |
null | 1 | 303.1 | 333.37037 | 1,394 | 45.3 | 144 | null |
null | 1 | 300.7 | 333 | 1,427 | 50.3 | 137 | null |
null | 0 | 298.8 | 328.185185 | 1,510 | 44.2 | 35 | null |
null | 0 | 297.8 | 326.703704 | 1,445 | 48.2 | 10 | null |
null | 2 | 298.3 | 321.888889 | 1,630 | 32.7 | 83 | null |
null | 0 | 296.8 | 321.888889 | 1,492 | 43.7 | 222 | null |
null | 1 | 302.6 | 337.444444 | 1,321 | 53.4 | 42 | null |
null | 1 | 301.8 | 331.888889 | 1,456 | 46.6 | 35 | null |
null | 1 | 300.1 | 333.740741 | 1,676 | 30.3 | 151 | null |
null | 1 | 302.4 | 333.37037 | 1,466 | 43.9 | 152 | null |
null | 0 | 299.3 | 324.851852 | 1,429 | 43 | 96 | null |
null | 2 | 301.1 | 333 | 1,592 | 35.7 | 174 | null |
null | 1 | 299.9 | 334.111111 | 1,627 | 36.7 | 118 | null |
null | 2 | 297.6 | 326.333333 | 1,464 | 46.2 | 218 | null |
null | 2 | 301.2 | 331.888889 | 1,396 | 47.4 | 5 | null |
null | 1 | 298.9 | 329.666667 | 1,562 | 42.5 | 179 | null |
null | 2 | 298.5 | 325.962963 | 1,449 | 46.4 | 83 | null |
null | 1 | 300.8 | 331.888889 | 1,486 | 45.7 | 146 | null |
null | 0 | 296.9 | 321.518519 | 1,416 | 46.9 | 105 | null |
null | 1 | 297.4 | 323 | 1,580 | 41.2 | 66 | null |
null | 2 | 297.6 | 324.851852 | 1,433 | 43.2 | 206 | null |
null | 0 | 301.5 | 331.888889 | 1,591 | 29.6 | 33 | null |
null | 2 | 297.6 | 323.740741 | 1,254 | 45.8 | 31 | null |
null | 1 | 298.8 | 328.925926 | 1,412 | 46.3 | 107 | null |
null | 2 | 297.2 | 322.62963 | 1,431 | 43.7 | 46 | null |
null | 2 | 300.7 | 332.62963 | 1,706 | 25 | 153 | null |
null | 1 | 298.3 | 321.888889 | 1,326 | 58.4 | 90 | null |
null | 1 | 301.8 | 331.148148 | 1,403 | 46.8 | 151 | null |
null | 1 | 301.5 | 331.888889 | 1,500 | 41 | 118 | null |
null | 1 | 297.6 | 326.333333 | 1,610 | 35 | 6 | null |
null | 1 | 300.3 | 335.592593 | 1,548 | 33 | 16 | null |
null | 1 | 297.6 | 326.333333 | 1,543 | 34.3 | 8 | null |
null | 2 | 298.1 | 324.481482 | 1,434 | 41.8 | 93 | null |
null | 2 | 300.5 | 328.185185 | 1,410 | 44.4 | 111 | null |
null | 1 | 303.5 | 337.814815 | 1,503 | 36.5 | 191 | null |
null | 1 | 300.1 | 331.148148 | 1,374 | 45.4 | 119 | null |
null | 1 | 298.5 | 321.518519 | 1,384 | 59.5 | 27 | null |
null | 1 | 301 | 333.37037 | 1,511 | 42.9 | 26 | null |
null | 0 | 303.6 | 337.814815 | 1,436 | 45.6 | 9 | null |
null | 1 | 296.8 | 320.407407 | 1,565 | 40.1 | 89 | null |
null | 1 | 297.5 | 323.740741 | 1,694 | 27.1 | 36 | null |
null | 1 | 300.7 | 331.518519 | 1,333 | 61 | 177 | null |
null | 1 | 300.3 | 326.333333 | 1,612 | 36 | 158 | null |
null | 1 | 298.5 | 326.703704 | 1,911 | 21.5 | 164 | null |
null | 1 | 297.3 | 324.111111 | 1,556 | 36.7 | 114 | null |
null | 1 | 297.9 | 323.740741 | 1,468 | 36 | 168 | null |
null | 1 | 296.8 | 321.888889 | 1,289 | 62 | 199 | null |
null | 2 | 301.8 | 331.148148 | 1,552 | 35.9 | 97 | null |
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