UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 298.7 | 327.814815 | 1,881 | 21.7 | 29 | null |
null | 1 | 304 | 341.148148 | 1,294 | 54.6 | 102 | null |
null | 1 | 298.3 | 325.592593 | 1,904 | 20.3 | 140 | null |
null | 1 | 302.2 | 333.37037 | 1,381 | 49.4 | 207 | null |
null | 2 | 301.1 | 333.37037 | 1,384 | 49.4 | 48 | null |
null | 2 | 303.4 | 339.296296 | 1,622 | 35.1 | 107 | null |
null | 1 | 298.1 | 323.37037 | 1,665 | 29.6 | 20 | null |
null | 2 | 299.2 | 324.481482 | 1,503 | 37.4 | 109 | null |
null | 0 | 303.8 | 338.555556 | 1,811 | 24.9 | 183 | null |
null | 1 | 297.6 | 322.62963 | 1,523 | 39.5 | 137 | null |
null | 1 | 302.2 | 331.888889 | 1,744 | 29.7 | 16 | null |
null | 1 | 301 | 333.740741 | 1,472 | 35.3 | 73 | null |
null | 2 | 295.3 | 313.37037 | 1,589 | 36.2 | 184 | null |
null | 1 | 297.7 | 322.259259 | 1,334 | 53 | 156 | null |
null | 0 | 300.2 | 330.407407 | 1,501 | 42.9 | 212 | null |
null | 2 | 300.9 | 336.333333 | 1,375 | 56.1 | 182 | null |
null | 1 | 301.3 | 333 | 1,303 | 49.2 | 212 | null |
null | 1 | 302.3 | 329.296296 | 1,388 | 49.9 | 48 | null |
null | 2 | 303.6 | 337.444444 | 1,915 | 22.3 | 116 | null |
null | 1 | 298.2 | 326.703704 | 1,443 | 45.4 | 187 | null |
null | 2 | 302.7 | 337.814815 | 1,422 | 44.5 | 49 | null |
null | 1 | 300.6 | 336.333333 | 1,481 | 40.9 | 132 | null |
null | 0 | 297 | 321.888889 | 1,410 | 47.6 | 79 | null |
null | 1 | 302.2 | 332.62963 | 1,555 | 34.2 | 185 | null |
null | 1 | 303.3 | 338.185185 | 1,968 | 20.6 | 130 | null |
null | 1 | 302.3 | 332.259259 | 2,034 | 19.7 | 190 | null |
null | 1 | 298 | 320.407407 | 1,606 | 30.8 | 17 | null |
null | 2 | 299.9 | 325.962963 | 1,683 | 30.5 | 13 | null |
null | 0 | 299.8 | 327.074074 | 1,420 | 46.7 | 136 | null |
null | 1 | 300.5 | 334.111111 | 1,466 | 41.8 | 112 | null |
null | 1 | 299.5 | 329.296296 | 1,585 | 35.2 | 50 | null |
null | 2 | 299.7 | 333 | 1,649 | 32.7 | 185 | null |
null | 2 | 300.5 | 333.740741 | 1,507 | 43.4 | 41 | null |
null | 1 | 299.7 | 326.333333 | 1,779 | 25.5 | 129 | null |
null | 1 | 298.9 | 329.296296 | 1,510 | 38 | 52 | null |
null | 2 | 303.8 | 340.037037 | 1,789 | 23.5 | 215 | null |
null | 2 | 301.2 | 334.481482 | 1,498 | 49.5 | 3 | null |
null | 1 | 300.6 | 334.481482 | 1,419 | 38.6 | 31 | null |
null | 2 | 302.2 | 333.37037 | 1,360 | 52.8 | 176 | null |
null | 1 | 299.7 | 326.703704 | 1,650 | 29.8 | 93 | null |
null | 1 | 299.8 | 328.925926 | 1,697 | 36 | 175 | null |
null | 1 | 299 | 330.407407 | 1,606 | 31.1 | 134 | null |
null | 2 | 299.8 | 333 | 1,498 | 38.1 | 176 | null |
null | 2 | 297 | 321.148148 | 1,412 | 47.4 | 112 | null |
null | 1 | 303 | 333.37037 | 1,755 | 30.4 | 205 | null |
null | 1 | 303.6 | 340.407407 | 1,405 | 38.3 | 58 | null |
null | 1 | 302.4 | 336.333333 | 1,457 | 45.5 | 206 | null |
null | 2 | 302.2 | 335.222222 | 1,653 | 31.4 | 2 | null |
null | 2 | 304.3 | 341.888889 | 1,525 | 42 | 2 | null |
null | 0 | 299.1 | 331.148148 | 1,791 | 28 | 168 | null |
null | 1 | 302.6 | 330.407407 | 1,743 | 26.3 | 191 | null |
null | 1 | 297.1 | 323 | 1,468 | 44.4 | 197 | null |
null | 2 | 300.8 | 334.111111 | 1,852 | 22.2 | 53 | null |
null | 2 | 302.3 | 335.222222 | 1,535 | 38.3 | 5 | null |
null | 1 | 303.5 | 338.925926 | 1,694 | 27.3 | 40 | null |
null | 2 | 297.5 | 326.703704 | 1,482 | 39.3 | 112 | null |
null | 1 | 300.5 | 327.444444 | 1,760 | 30.6 | 213 | null |
null | 1 | 301.9 | 333.37037 | 1,369 | 49.8 | 66 | null |
null | 1 | 302 | 331.888889 | 1,447 | 42.7 | 229 | null |
null | 1 | 299.1 | 327.074074 | 1,512 | 39 | 75 | null |
null | 2 | 303.8 | 338.925926 | 1,374 | 53.6 | 136 | null |
null | 1 | 304.3 | 341.888889 | 2,643 | 12.7 | 21 | null |
null | 1 | 299 | 324.851852 | 1,615 | 30.6 | 14 | null |
null | 1 | 298.8 | 328.185185 | 1,363 | 44 | 25 | null |
null | 1 | 299.2 | 325.222222 | 1,615 | 33.7 | 193 | null |
null | 1 | 298.6 | 328.185185 | 1,505 | 45.7 | 144 | null |
null | 1 | 301.4 | 333 | 1,495 | 36.3 | 193 | null |
null | 1 | 299.7 | 329.666667 | 1,633 | 36.5 | 24 | null |
null | 2 | 303.7 | 340.037037 | 1,469 | 39.9 | 137 | null |
null | 2 | 300.8 | 331.888889 | 1,549 | 35.5 | 79 | null |
null | 2 | 297 | 322.62963 | 1,399 | 46.4 | 132 | null |
null | 1 | 299.9 | 333.740741 | 1,504 | 40.7 | 20 | null |
null | 2 | 299.3 | 325.962963 | 1,440 | 37.5 | 111 | null |
null | 1 | 296.7 | 321.518519 | 1,535 | 36.8 | 210 | null |
null | 1 | 297.3 | 322.62963 | 1,538 | 38.5 | 47 | null |
null | 1 | 302 | 328.185185 | 1,480 | 40 | 199 | null |
null | 1 | 302.4 | 330.037037 | 1,374 | 51.2 | 163 | null |
null | 1 | 300.4 | 326.333333 | 1,525 | 39.6 | 202 | null |
null | 0 | 297.1 | 321.518519 | 1,559 | 38.8 | 229 | null |
null | 1 | 300.3 | 335.962963 | 1,609 | 34 | 177 | null |
null | 1 | 299.9 | 326.703704 | 1,363 | 60.9 | 57 | null |
null | 2 | 298.8 | 327.444444 | 1,575 | 34.4 | 149 | null |
null | 0 | 299.3 | 330.407407 | 1,548 | 41.6 | 25 | null |
null | 2 | 300.1 | 327.444444 | 1,376 | 52.1 | 147 | null |
null | 1 | 299 | 323.740741 | 1,378 | 47.8 | 163 | null |
null | 2 | 303.1 | 338.555556 | 1,567 | 32.9 | 132 | null |
null | 2 | 298.6 | 328.555556 | 1,818 | 24.9 | 9 | null |
null | 2 | 299.6 | 325.592593 | 1,560 | 37.1 | 73 | null |
null | 1 | 303.3 | 333.740741 | 1,350 | 48.1 | 32 | null |
null | 1 | 297.7 | 323.37037 | 1,501 | 41.4 | 201 | null |
null | 1 | 296.7 | 320.407407 | 1,524 | 36.8 | 82 | null |
null | 1 | 299.9 | 327.444444 | 1,294 | 49.7 | 126 | null |
null | 1 | 304 | 340.407407 | 1,404 | 47.1 | 90 | null |
null | 2 | 299.1 | 324.851852 | 1,325 | 48.4 | 220 | null |
null | 0 | 296.3 | 318.555556 | 1,424 | 42 | 196 | null |
null | 1 | 300.7 | 327.074074 | 1,479 | 43.6 | 240 | null |
null | 0 | 300.8 | 326.703704 | 1,474 | 40.7 | 104 | null |
null | 1 | 298.3 | 321.518519 | 1,486 | 42.3 | 86 | null |
null | 2 | 302.6 | 333 | 1,520 | 43 | 88 | null |
null | 1 | 301.1 | 334.851852 | 1,488 | 43.4 | 5 | null |
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