UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 298.4 | 327.814815 | 1,530 | 38.6 | 161 | null |
null | 1 | 298.5 | 321.518519 | 1,379 | 49.6 | 152 | null |
null | 1 | 298.9 | 329.666667 | 1,409 | 54.8 | 140 | null |
null | 1 | 299.8 | 325.222222 | 1,614 | 30.8 | 100 | null |
null | 1 | 301.8 | 331.148148 | 1,372 | 54.7 | 95 | null |
null | 1 | 300.8 | 332.259259 | 1,453 | 43.9 | 84 | null |
null | 0 | 298.4 | 321.888889 | 1,891 | 24.7 | 158 | null |
null | 1 | 300.9 | 332.62963 | 2,003 | 20.2 | 138 | null |
null | 2 | 300.2 | 326.703704 | 1,329 | 53.6 | 186 | null |
null | 2 | 300.1 | 325.962963 | 1,418 | 39.8 | 221 | null |
null | 0 | 300.9 | 331.518519 | 1,609 | 28.7 | 39 | null |
null | 1 | 300.6 | 331.148148 | 1,454 | 39.7 | 67 | null |
null | 2 | 297.9 | 328.555556 | 1,410 | 55.4 | 188 | null |
null | 2 | 301.4 | 330.407407 | 1,553 | 44.7 | 173 | null |
null | 2 | 301 | 331.148148 | 1,460 | 53.6 | 74 | null |
null | 1 | 297.4 | 323.740741 | 1,524 | 43.1 | 73 | null |
null | 1 | 301.2 | 331.888889 | 1,233 | 64.6 | 45 | null |
null | 1 | 297.1 | 320.777778 | 1,406 | 60.4 | 133 | null |
null | 2 | 301 | 331.518519 | 1,517 | 40.2 | 171 | null |
null | 1 | 302.3 | 335.592593 | 1,433 | 50.3 | 183 | null |
null | 1 | 298 | 321.518519 | 1,524 | 37 | 49 | null |
null | 1 | 298.3 | 329.296296 | 1,523 | 45.9 | 99 | null |
null | 2 | 300 | 326.333333 | 1,932 | 21.8 | 135 | null |
null | 1 | 301.7 | 331.148148 | 1,447 | 56.9 | 47 | null |
null | 1 | 300.3 | 328.185185 | 1,523 | 39.2 | 24 | null |
null | 1 | 298.4 | 326.703704 | 1,540 | 43.2 | 141 | null |
null | 2 | 300.6 | 330.407407 | 1,407 | 51.1 | 157 | null |
null | 1 | 298.8 | 328.185185 | 1,461 | 39.4 | 141 | null |
null | 1 | 302.4 | 335.592593 | 1,255 | 59 | 138 | null |
null | 1 | 302 | 328.185185 | 1,649 | 31 | 152 | null |
null | 1 | 299.5 | 325.592593 | 1,863 | 22.5 | 79 | null |
null | 1 | 299 | 330.407407 | 1,504 | 34.3 | 48 | null |
null | 1 | 300.5 | 327.074074 | 1,653 | 27.6 | 62 | null |
null | 2 | 302.1 | 331.148148 | 1,326 | 59.1 | 88 | null |
null | 1 | 298.8 | 327.444444 | 1,442 | 50 | 104 | null |
null | 2 | 297.3 | 320.777778 | 1,538 | 48 | 171 | null |
null | 2 | 299.3 | 324.111111 | 1,459 | 35.6 | 87 | null |
null | 1 | 303.1 | 333 | 1,420 | 55.8 | 113 | null |
null | 2 | 298.6 | 325.962963 | 1,742 | 30 | 37 | null |
null | 1 | 298 | 325.592593 | 1,820 | 23.6 | 120 | null |
null | 1 | 298.2 | 325.222222 | 2,449 | 13.8 | 45 | null |
null | 1 | 299.4 | 323.37037 | 1,845 | 22.9 | 76 | null |
null | 1 | 303.3 | 334.111111 | 1,630 | 32.5 | 2 | null |
null | 1 | 297.4 | 322.62963 | 1,431 | 43 | 113 | null |
null | 1 | 298.4 | 327.074074 | 1,376 | 50.4 | 202 | null |
null | 1 | 300.5 | 327.814815 | 1,841 | 24.6 | 143 | null |
null | 1 | 297.4 | 326.703704 | 1,466 | 45.5 | 53 | null |
null | 2 | 301 | 334.851852 | 1,357 | 45.6 | 137 | null |
null | 2 | 301.7 | 330.777778 | 1,458 | 41.4 | 153 | null |
null | 2 | 300.8 | 337.814815 | 1,811 | 25.1 | 136 | null |
null | 2 | 300.8 | 327.074074 | 1,481 | 44.5 | 49 | null |
null | 1 | 297.6 | 327.074074 | 1,569 | 36.2 | 63 | null |
null | 2 | 302.3 | 334.111111 | 1,855 | 23.9 | 43 | null |
null | 1 | 303.3 | 335.222222 | 1,539 | 38.5 | 221 | null |
null | 1 | 299.1 | 330.407407 | 1,527 | 44 | 149 | null |
null | 1 | 302.8 | 337.074074 | 1,515 | 36.8 | 162 | null |
null | 1 | 301.5 | 331.518519 | 1,942 | 20.5 | 155 | null |
null | 2 | 303.6 | 335.592593 | 1,432 | 42.5 | 150 | null |
null | 1 | 298.3 | 321.148148 | 1,551 | 33.8 | 72 | null |
null | 0 | 298.5 | 327.814815 | 1,561 | 35.3 | 208 | null |
null | 1 | 295.6 | 315.222222 | 1,911 | 20.9 | 74 | null |
null | 1 | 301.5 | 331.148148 | 1,579 | 28 | 220 | null |
null | 1 | 301.5 | 330.407407 | 1,425 | 54.4 | 7 | null |
null | 2 | 299.7 | 327.444444 | 1,313 | 60 | 186 | null |
null | 2 | 298.9 | 329.296296 | 1,655 | 31.5 | 172 | null |
null | 2 | 298.4 | 322.259259 | 1,499 | 40 | 211 | null |
null | 2 | 300.6 | 331.518519 | 1,339 | 52.9 | 0 | null |
null | 2 | 297.6 | 323 | 1,507 | 46 | 51 | null |
null | 1 | 300.8 | 331.518519 | 1,339 | 59.1 | 203 | null |
null | 2 | 301.3 | 332.259259 | 1,512 | 36.9 | 159 | null |
null | 1 | 300.7 | 327.814815 | 1,598 | 33.7 | 149 | null |
null | 1 | 303.2 | 334.111111 | 1,514 | 41.2 | 230 | null |
null | 2 | 297.6 | 325.222222 | 1,427 | 45.6 | 179 | null |
null | 1 | 300.8 | 331.148148 | 1,666 | 36.2 | 144 | null |
null | 2 | 302.4 | 335.592593 | 1,358 | 50.6 | 133 | null |
null | 2 | 301.2 | 337.814815 | 1,428 | 36.6 | 99 | null |
null | 1 | 297.8 | 323 | 1,374 | 47.1 | 150 | null |
null | 1 | 303.8 | 339.296296 | 1,443 | 40.7 | 145 | null |
null | 0 | 299.3 | 323.740741 | 1,498 | 39.5 | 47 | null |
null | 0 | 298 | 320.777778 | 1,314 | 47.8 | 19 | null |
null | 0 | 298.3 | 321.888889 | 2,636 | 12.8 | 84 | null |
null | 1 | 301.6 | 331.148148 | 1,562 | 34.4 | 162 | null |
null | 2 | 302.3 | 334.481482 | 1,445 | 44.8 | 65 | null |
null | 1 | 298 | 327.444444 | 1,633 | 34.8 | 41 | null |
null | 2 | 298.2 | 323 | 1,510 | 39.9 | 134 | null |
null | 1 | 300.2 | 329.296296 | 1,523 | 42.3 | 25 | null |
null | 2 | 301.9 | 331.148148 | 1,475 | 47.8 | 179 | null |
null | 1 | 300.5 | 336.333333 | 1,461 | 38.1 | 39 | null |
null | 0 | 303.6 | 337.814815 | 1,480 | 50.7 | 2 | null |
null | 1 | 300.1 | 331.148148 | 1,809 | 24.3 | 97 | null |
null | 1 | 297.4 | 325.962963 | 1,620 | 33.2 | 28 | null |
null | 1 | 295.6 | 314.851852 | 1,426 | 48.6 | 124 | null |
null | 1 | 298.8 | 326.333333 | 1,450 | 44.8 | 63 | null |
null | 0 | 295.6 | 314.851852 | 1,329 | 55.3 | 135 | null |
null | 2 | 298.4 | 324.111111 | 1,421 | 60.7 | 119 | null |
null | 1 | 297.3 | 323.740741 | 1,486 | 42.6 | 105 | null |
null | 2 | 298.9 | 322.259259 | 1,335 | 47.8 | 40 | null |
null | 1 | 298.6 | 328.925926 | 1,517 | 39 | 4 | null |
null | 2 | 301.5 | 331.518519 | 1,416 | 53.2 | 69 | null |
null | 2 | 302.3 | 333.740741 | 1,339 | 50.8 | 123 | null |
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