UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 302.6 | 336.333333 | 1,363 | 45.7 | 91 | null |
null | 0 | 296.8 | 321.518519 | 1,311 | 58.6 | 19 | null |
null | 1 | 300.3 | 334.851852 | 1,374 | 47.4 | 197 | null |
null | 2 | 299.2 | 323.37037 | 1,742 | 28.9 | 150 | null |
null | 1 | 298.3 | 326.703704 | 1,568 | 35.8 | 140 | null |
null | 0 | 297.7 | 318.925926 | 1,514 | 38.6 | 19 | null |
null | 2 | 297.5 | 323.740741 | 1,440 | 38.8 | 29 | null |
null | 1 | 302.4 | 331.148148 | 1,445 | 40.3 | 162 | null |
null | 1 | 302.3 | 333.37037 | 1,401 | 49.7 | 118 | null |
null | 1 | 303 | 332.62963 | 1,359 | 44.2 | 115 | null |
null | 1 | 300.1 | 334.111111 | 1,446 | 40.6 | 147 | null |
null | 1 | 297.1 | 323.37037 | 1,712 | 32.1 | 48 | null |
null | 1 | 301.5 | 331.518519 | 1,423 | 44 | 222 | null |
null | 0 | 300 | 327.444444 | 1,629 | 32.3 | 89 | null |
null | 1 | 300.2 | 334.111111 | 1,568 | 41 | 32 | null |
null | 1 | 299.3 | 331.148148 | 1,480 | 45.1 | 107 | null |
null | 0 | 303.5 | 337.444444 | 1,386 | 49 | 35 | null |
null | 1 | 299.6 | 326.703704 | 1,677 | 31.1 | 191 | null |
null | 2 | 303.3 | 334.481482 | 1,384 | 54.8 | 48 | null |
null | 1 | 297.9 | 319.666667 | 1,574 | 35.8 | 153 | null |
null | 1 | 298.2 | 325.592593 | 1,467 | 44.5 | 80 | null |
null | 2 | 301.6 | 331.888889 | 1,664 | 32 | 58 | null |
null | 1 | 300.9 | 330.037037 | 1,321 | 48.8 | 150 | null |
null | 2 | 302.2 | 334.481482 | 1,734 | 25 | 116 | null |
null | 1 | 301.4 | 330.407407 | 1,559 | 36 | 196 | null |
null | 0 | 299.1 | 322.259259 | 1,450 | 46.1 | 112 | null |
null | 2 | 299 | 330.037037 | 1,662 | 33.6 | 67 | null |
null | 1 | 297.4 | 322.259259 | 1,471 | 46.5 | 25 | null |
null | 2 | 304.3 | 341.888889 | 2,245 | 15.1 | 172 | null |
null | 1 | 300.4 | 328.555556 | 1,435 | 54.8 | 70 | null |
null | 1 | 298.8 | 323.37037 | 1,450 | 50.8 | 57 | null |
null | 0 | 297.3 | 323.740741 | 1,499 | 37.6 | 147 | null |
null | 1 | 303 | 333.37037 | 1,800 | 23.7 | 61 | null |
null | 2 | 296 | 316.333333 | 1,392 | 51.3 | 124 | null |
null | 1 | 298.6 | 327.444444 | 1,423 | 42.7 | 82 | null |
null | 2 | 303 | 338.925926 | 1,426 | 46.8 | 99 | null |
null | 0 | 297.4 | 322.259259 | 1,585 | 46.2 | 37 | null |
null | 1 | 302 | 333 | 1,402 | 47.8 | 182 | null |
null | 2 | 301.2 | 337.444444 | 1,548 | 38.3 | 87 | null |
null | 0 | 298.6 | 327.074074 | 1,420 | 50.4 | 82 | null |
null | 1 | 302.3 | 334.481482 | 1,395 | 54.2 | 198 | null |
null | 2 | 298.7 | 328.555556 | 1,458 | 40.2 | 137 | null |
null | 1 | 298.5 | 327.074074 | 1,294 | 66.7 | 12 | null |
null | 1 | 298.7 | 329.666667 | 1,363 | 45.5 | 28 | null |
null | 2 | 297.7 | 325.962963 | 1,700 | 27.4 | 176 | null |
null | 1 | 301.4 | 333 | 1,494 | 41.9 | 142 | null |
null | 2 | 298 | 324.111111 | 1,479 | 58.5 | 176 | null |
null | 1 | 298.3 | 321.148148 | 1,502 | 42 | 103 | null |
null | 1 | 302.8 | 333 | 1,721 | 30 | 87 | null |
null | 2 | 298.5 | 326.333333 | 1,615 | 31.8 | 23 | null |
null | 1 | 304.2 | 341.518519 | 1,568 | 37.6 | 25 | null |
null | 1 | 299.2 | 324.851852 | 1,526 | 37.9 | 177 | null |
null | 2 | 299.1 | 330.037037 | 1,441 | 43.9 | 94 | null |
null | 2 | 299.5 | 331.518519 | 1,364 | 49.5 | 0 | null |
null | 1 | 300.6 | 331.148148 | 2,127 | 18.7 | 53 | null |
null | 1 | 297 | 320.777778 | 1,385 | 56.4 | 202 | null |
null | 2 | 298.8 | 324.111111 | 1,446 | 45.5 | 49 | null |
null | 1 | 297.1 | 320.777778 | 1,454 | 50.6 | 94 | null |
null | 1 | 302.9 | 337.444444 | 1,515 | 40.8 | 183 | null |
null | 2 | 300 | 325.592593 | 1,463 | 45.7 | 11 | null |
null | 0 | 302.3 | 335.592593 | 1,475 | 42.8 | 38 | null |
null | 2 | 302.2 | 333.37037 | 1,471 | 41.9 | 166 | null |
null | 1 | 302.3 | 336.333333 | 1,746 | 28.1 | 167 | null |
null | 1 | 301.4 | 330.037037 | 1,374 | 47.6 | 176 | null |
null | 2 | 298.3 | 324.851852 | 1,646 | 25.4 | 46 | null |
null | 1 | 297.4 | 323.37037 | 1,410 | 43.9 | 47 | null |
null | 0 | 298.8 | 324.851852 | 1,466 | 44.1 | 184 | null |
null | 2 | 300.8 | 336.333333 | 1,450 | 45 | 183 | null |
null | 1 | 298.8 | 325.592593 | 1,362 | 45.4 | 113 | null |
null | 1 | 299.3 | 323.740741 | 1,314 | 48.2 | 65 | null |
null | 1 | 299.1 | 322.259259 | 1,493 | 34.9 | 119 | null |
null | 1 | 299.7 | 330.037037 | 1,505 | 37.7 | 4 | null |
null | 1 | 298.2 | 321.148148 | 1,399 | 54.9 | 139 | null |
null | 0 | 303.4 | 337.444444 | 1,769 | 27.9 | 40 | null |
null | 2 | 303.4 | 338.925926 | 1,357 | 55.3 | 31 | null |
null | 0 | 301.6 | 333.37037 | 1,395 | 46.8 | 95 | null |
null | 1 | 301.3 | 332.62963 | 1,576 | 30.4 | 151 | null |
null | 0 | 300.7 | 332.62963 | 1,981 | 19.9 | 99 | null |
null | 1 | 301.7 | 331.148148 | 1,624 | 34.5 | 216 | null |
null | 1 | 300.9 | 331.518519 | 1,477 | 43.2 | 143 | null |
null | 2 | 299.3 | 323.37037 | 1,496 | 39.4 | 80 | null |
null | 1 | 301 | 337.444444 | 1,445 | 36.4 | 105 | null |
null | 1 | 299.7 | 333 | 1,603 | 31.4 | 141 | null |
null | 1 | 298.9 | 324.481482 | 1,530 | 38.3 | 23 | null |
null | 2 | 298.9 | 328.925926 | 1,323 | 52.9 | 106 | null |
null | 1 | 299.7 | 326.703704 | 1,362 | 51.9 | 117 | null |
null | 1 | 300.7 | 331.888889 | 2,113 | 18.5 | 95 | null |
null | 1 | 297.9 | 325.592593 | 1,442 | 50.3 | 24 | null |
null | 2 | 297.1 | 320.777778 | 1,538 | 34.3 | 181 | null |
null | 1 | 297 | 321.148148 | 1,479 | 39.2 | 151 | null |
null | 2 | 298.9 | 328.925926 | 1,348 | 58.2 | 163 | null |
null | 2 | 299.8 | 327.814815 | 1,320 | 61.7 | 134 | null |
null | 0 | 298.9 | 330.777778 | 1,429 | 39.9 | 19 | null |
null | 1 | 297.8 | 324.851852 | 1,282 | 58.1 | 108 | null |
null | 1 | 303.4 | 335.222222 | 1,406 | 47.1 | 213 | null |
null | 1 | 302.8 | 337.814815 | 1,368 | 49.5 | 10 | null |
null | 1 | 302.1 | 334.111111 | 1,391 | 49.2 | 52 | null |
null | 2 | 300.3 | 333 | 1,350 | 58.7 | 130 | null |
null | 1 | 302.3 | 331.888889 | 1,650 | 32.4 | 26 | null |
null | 2 | 299.6 | 325.222222 | 1,736 | 26.1 | 146 | null |
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