UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.9 | 331.888889 | 1,729 | 30.2 | 53 | null |
null | 1 | 298.8 | 323 | 1,369 | 53 | 138 | null |
null | 1 | 300.6 | 336.333333 | 1,566 | 30.1 | 128 | null |
null | 2 | 303.4 | 339.296296 | 1,526 | 30.8 | 37 | null |
null | 1 | 299.4 | 330.777778 | 1,514 | 36.1 | 169 | null |
null | 1 | 301 | 332.259259 | 1,570 | 34 | 192 | null |
null | 1 | 299.3 | 325.222222 | 1,447 | 50.4 | 140 | null |
null | 1 | 298.8 | 325.222222 | 1,829 | 22.9 | 172 | null |
null | 2 | 298.7 | 329.296296 | 1,693 | 31.9 | 51 | null |
null | 2 | 301.5 | 331.518519 | 1,359 | 47.1 | 115 | null |
null | 2 | 298.9 | 323.740741 | 1,574 | 33.5 | 128 | null |
null | 1 | 297.8 | 325.962963 | 1,372 | 47.3 | 15 | null |
null | 2 | 301.2 | 331.518519 | 1,615 | 34.9 | 95 | null |
null | 1 | 296.9 | 322.62963 | 1,513 | 38.8 | 189 | null |
null | 1 | 304 | 341.148148 | 1,530 | 34.8 | 211 | null |
null | 1 | 300.5 | 335.222222 | 1,445 | 44.8 | 83 | null |
null | 1 | 302.3 | 334.851852 | 1,488 | 41.8 | 75 | null |
null | 1 | 297.4 | 323 | 1,582 | 37.2 | 68 | null |
null | 1 | 299.6 | 332.259259 | 1,658 | 28 | 76 | null |
null | 1 | 301.2 | 328.555556 | 1,643 | 32.9 | 171 | null |
null | 1 | 303.3 | 333.740741 | 1,389 | 53.9 | 39 | null |
null | 1 | 298.4 | 321.888889 | 1,367 | 57.8 | 92 | null |
null | 2 | 299.9 | 327.074074 | 2,065 | 18.1 | 62 | null |
null | 1 | 299 | 324.111111 | 1,426 | 38.6 | 16 | null |
null | 1 | 298.2 | 320.037037 | 1,369 | 54.5 | 82 | null |
null | 1 | 300.7 | 327.444444 | 1,661 | 30.3 | 129 | null |
null | 1 | 300.3 | 325.962963 | 1,532 | 40.2 | 194 | null |
null | 1 | 302 | 332.62963 | 1,566 | 37.8 | 218 | null |
null | 1 | 302.7 | 337.074074 | 1,450 | 52.1 | 213 | null |
null | 1 | 297.3 | 322.62963 | 1,411 | 43.2 | 63 | null |
null | 1 | 300.7 | 335.592593 | 1,603 | 34.1 | 17 | null |
null | 1 | 298.2 | 325.592593 | 1,350 | 52 | 136 | null |
null | 2 | 297.5 | 325.962963 | 1,347 | 55.8 | 188 | null |
null | 1 | 297.5 | 326.333333 | 1,470 | 38.8 | 197 | null |
null | 0 | 297.6 | 325.222222 | 1,413 | 40.2 | 51 | null |
null | 1 | 302.3 | 332.259259 | 1,596 | 33.5 | 104 | null |
null | 1 | 297.9 | 328.185185 | 2,000 | 21.3 | 29 | null |
null | 2 | 298.1 | 320.777778 | 1,316 | 57.2 | 191 | null |
null | 1 | 296.2 | 318.555556 | 1,445 | 41.8 | 20 | null |
null | 1 | 301.1 | 333 | 1,508 | 41.5 | 184 | null |
null | 2 | 298.3 | 321.518519 | 1,463 | 42.5 | 190 | null |
null | 1 | 301.7 | 333.740741 | 1,348 | 51 | 87 | null |
null | 2 | 302.2 | 333 | 1,516 | 33.7 | 158 | null |
null | 1 | 299.3 | 323.37037 | 1,485 | 44.7 | 78 | null |
null | 1 | 303.8 | 340.777778 | 1,525 | 41.9 | 145 | null |
null | 1 | 302 | 328.555556 | 1,308 | 57.6 | 197 | null |
null | 1 | 300.9 | 333.740741 | 1,953 | 19.4 | 107 | null |
null | 1 | 300.5 | 330.777778 | 2,633 | 12.2 | 17 | null |
null | 2 | 298.6 | 329.296296 | 1,458 | 41.9 | 61 | null |
null | 1 | 298.7 | 328.555556 | 1,446 | 43.3 | 46 | null |
null | 1 | 298.1 | 325.222222 | 1,787 | 27.6 | 47 | null |
null | 1 | 298.8 | 329.666667 | 1,814 | 26.8 | 204 | null |
null | 1 | 298.4 | 327.814815 | 1,518 | 39.8 | 165 | null |
null | 0 | 297.5 | 323 | 1,793 | 23.9 | 28 | null |
null | 1 | 298.4 | 324.481482 | 1,458 | 40.1 | 111 | null |
null | 1 | 300.3 | 334.481482 | 1,552 | 38.9 | 23 | null |
null | 1 | 298.6 | 325.222222 | 1,456 | 47.7 | 0 | null |
null | 0 | 298.7 | 329.666667 | 1,613 | 36 | 0 | null |
null | 0 | 302.2 | 333 | 1,553 | 34.1 | 89 | null |
null | 1 | 300.3 | 327.444444 | 1,537 | 37.1 | 187 | null |
null | 1 | 304 | 340.777778 | 1,314 | 47.1 | 144 | null |
null | 2 | 297.3 | 324.481482 | 1,548 | 41.3 | 140 | null |
null | 2 | 299.2 | 323 | 1,396 | 48.7 | 13 | null |
null | 1 | 301.3 | 331.518519 | 1,504 | 47.2 | 74 | null |
null | 0 | 304.1 | 341.148148 | 1,689 | 32.5 | 134 | null |
null | 1 | 299.2 | 323 | 1,402 | 47.7 | 24 | null |
null | 2 | 298.2 | 324.851852 | 1,414 | 44.3 | 68 | null |
null | 1 | 302.6 | 336.703704 | 1,344 | 51 | 206 | null |
null | 1 | 300.2 | 327.444444 | 1,430 | 52.7 | 47 | null |
null | 1 | 304.2 | 342.259259 | 1,411 | 46 | 149 | null |
null | 2 | 300.3 | 334.111111 | 1,554 | 34.3 | 99 | null |
null | 1 | 302.5 | 336.333333 | 1,411 | 44.2 | 177 | null |
null | 2 | 302.7 | 336.333333 | 1,652 | 31 | 81 | null |
null | 1 | 300.5 | 334.851852 | 1,534 | 37.7 | 90 | null |
null | 1 | 298.4 | 322.62963 | 1,422 | 42.7 | 186 | null |
null | 1 | 300.1 | 327.074074 | 1,450 | 40.1 | 100 | null |
null | 2 | 301.5 | 333 | 1,660 | 33.8 | 115 | null |
null | 0 | 299.4 | 326.333333 | 1,439 | 49.7 | 9 | null |
null | 1 | 302.4 | 333 | 1,520 | 42.2 | 143 | null |
null | 1 | 303 | 337.444444 | 1,486 | 42.4 | 112 | null |
null | 1 | 299.1 | 322.62963 | 1,431 | 52.3 | 38 | null |
null | 1 | 302 | 331.888889 | 1,902 | 23.4 | 188 | null |
null | 2 | 300.7 | 331.888889 | 1,724 | 30 | 76 | null |
null | 2 | 300.9 | 332.259259 | 1,636 | 35.3 | 153 | null |
null | 1 | 298.9 | 322.259259 | 1,828 | 23.8 | 26 | null |
null | 1 | 300.7 | 335.592593 | 1,564 | 36.8 | 11 | null |
null | 2 | 302.4 | 333.37037 | 1,330 | 58.6 | 201 | null |
null | 0 | 296.2 | 317.814815 | 1,542 | 40.6 | 28 | null |
null | 1 | 299.9 | 333.740741 | 1,522 | 45.7 | 153 | null |
null | 2 | 300.5 | 333 | 1,296 | 61.3 | 202 | null |
null | 1 | 300.3 | 335.222222 | 1,452 | 41.5 | 172 | null |
null | 0 | 299.8 | 329.666667 | 1,411 | 49.7 | 161 | null |
null | 1 | 298 | 324.851852 | 1,500 | 36.7 | 104 | null |
null | 1 | 303.2 | 334.111111 | 1,351 | 53.8 | 8 | null |
null | 1 | 297.4 | 321.518519 | 1,356 | 51.9 | 184 | null |
null | 1 | 302.7 | 330.777778 | 1,263 | 67.8 | 197 | null |
null | 1 | 302.4 | 335.592593 | 1,384 | 50.9 | 99 | null |
null | 1 | 298.7 | 329.666667 | 1,566 | 33.1 | 68 | null |
null | 2 | 298.6 | 322.259259 | 1,488 | 44 | 43 | null |
null | 2 | 297.8 | 325.222222 | 1,675 | 30 | 110 | null |
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