UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 298.4 | 323.740741 | 1,527 | 40.9 | 96 | null |
null | 1 | 300.3 | 334.481482 | 1,695 | 25.6 | 43 | null |
null | 1 | 300.8 | 327.814815 | 1,373 | 45.4 | 179 | null |
null | 1 | 300.9 | 336.333333 | 1,533 | 44 | 162 | null |
null | 2 | 299.3 | 324.111111 | 1,420 | 50.3 | 208 | null |
null | 2 | 302.1 | 328.925926 | 1,355 | 45.1 | 6 | null |
null | 2 | 297.4 | 321.888889 | 1,734 | 27.7 | 70 | null |
null | 2 | 302 | 331.148148 | 1,479 | 40.5 | 24 | null |
null | 2 | 298.4 | 323.37037 | 1,636 | 35.7 | 107 | null |
null | 1 | 301.7 | 332.62963 | 1,474 | 42.6 | 164 | null |
null | 2 | 303.3 | 336.703704 | 1,693 | 30 | 80 | null |
null | 1 | 302.3 | 335.222222 | 1,465 | 43.5 | 117 | null |
null | 2 | 301.8 | 333.740741 | 1,542 | 40.1 | 142 | null |
null | 1 | 298.2 | 320.777778 | 1,439 | 41.6 | 62 | null |
null | 1 | 304.2 | 341.518519 | 1,740 | 28.2 | 78 | null |
null | 2 | 303.4 | 339.666667 | 1,422 | 39.9 | 63 | null |
null | 1 | 301.2 | 330.777778 | 1,546 | 40 | 55 | null |
null | 0 | 298.5 | 325.962963 | 1,568 | 40.6 | 39 | null |
null | 2 | 301.2 | 332.259259 | 1,424 | 45.2 | 68 | null |
null | 1 | 299.6 | 332.259259 | 1,472 | 40.9 | 137 | null |
null | 2 | 296.3 | 318.925926 | 1,498 | 41.6 | 15 | null |
null | 2 | 303.2 | 334.481482 | 1,336 | 58.2 | 2 | null |
null | 1 | 297.6 | 324.481482 | 1,539 | 40.2 | 72 | null |
null | 1 | 302.1 | 333.37037 | 1,454 | 46.8 | 0 | null |
null | 1 | 297.9 | 320.777778 | 1,505 | 37.3 | 100 | null |
null | 1 | 299.9 | 329.666667 | 1,288 | 69.6 | 62 | null |
null | 2 | 300.3 | 334.111111 | 1,371 | 50.2 | 109 | null |
null | 2 | 301.8 | 331.148148 | 1,459 | 40.2 | 128 | null |
null | 2 | 298.6 | 327.814815 | 1,675 | 28.4 | 115 | null |
null | 2 | 301.5 | 330.777778 | 1,600 | 32.8 | 205 | null |
null | 1 | 297.6 | 318.555556 | 1,486 | 40.6 | 42 | null |
null | 1 | 303.6 | 339.666667 | 1,381 | 57.8 | 27 | null |
null | 1 | 302.3 | 332.62963 | 1,428 | 47.9 | 174 | null |
null | 1 | 301.2 | 330.037037 | 1,497 | 45.7 | 76 | null |
null | 0 | 297.9 | 323.37037 | 1,383 | 44.6 | 184 | null |
null | 1 | 301 | 337.444444 | 1,424 | 43.5 | 136 | null |
null | 0 | 298.3 | 321.518519 | 1,637 | 30.8 | 2 | null |
null | 1 | 297.5 | 324.851852 | 1,469 | 44 | 185 | null |
null | 1 | 302.5 | 333 | 1,493 | 39 | 137 | null |
null | 2 | 302.7 | 330.777778 | 1,398 | 47.3 | 70 | null |
null | 2 | 302.3 | 335.592593 | 1,355 | 50.1 | 104 | null |
null | 0 | 302.4 | 336.333333 | 1,477 | 39.7 | 18 | null |
null | 1 | 297.3 | 323.740741 | 1,446 | 50.1 | 144 | null |
null | 1 | 300.1 | 334.111111 | 1,660 | 31.4 | 38 | null |
null | 2 | 298.7 | 327.444444 | 1,455 | 46.8 | 162 | null |
null | 2 | 301.4 | 332.62963 | 1,486 | 36.5 | 91 | null |
null | 1 | 301.3 | 331.148148 | 1,451 | 47.5 | 42 | null |
null | 1 | 298.8 | 328.925926 | 1,487 | 41.4 | 152 | null |
null | 2 | 299.7 | 330.777778 | 1,492 | 39.3 | 131 | null |
null | 1 | 302.5 | 335.962963 | 1,437 | 46.7 | 65 | null |
null | 1 | 298.8 | 328.185185 | 1,490 | 40.6 | 124 | null |
null | 2 | 298.1 | 321.148148 | 1,759 | 28.6 | 176 | null |
null | 0 | 303.1 | 339.296296 | 1,435 | 41.9 | 115 | null |
null | 2 | 298.1 | 321.148148 | 1,446 | 42.8 | 121 | null |
null | 1 | 302.2 | 334.481482 | 1,588 | 30.6 | 39 | null |
null | 2 | 300.1 | 327.444444 | 1,622 | 36.1 | 43 | null |
null | 1 | 298.6 | 327.444444 | 1,715 | 28.4 | 90 | null |
null | 2 | 300.6 | 329.666667 | 1,532 | 38.7 | 16 | null |
null | 2 | 300.4 | 327.814815 | 1,488 | 42.2 | 133 | null |
null | 1 | 301.4 | 330.777778 | 1,476 | 39.2 | 206 | null |
null | 2 | 296.7 | 321.148148 | 1,874 | 21.3 | 130 | null |
null | 1 | 303 | 333.740741 | 1,466 | 43 | 210 | null |
null | 1 | 300.9 | 327.444444 | 1,384 | 42.4 | 131 | null |
null | 1 | 298 | 319.666667 | 1,644 | 32.8 | 215 | null |
null | 1 | 301 | 334.851852 | 1,440 | 43.3 | 131 | null |
null | 1 | 300 | 327.074074 | 1,506 | 38.8 | 87 | null |
null | 1 | 300.4 | 333 | 1,487 | 37.4 | 162 | null |
null | 2 | 298.1 | 319.296296 | 1,335 | 56.2 | 190 | null |
null | 1 | 300.7 | 331.888889 | 1,519 | 43.9 | 55 | null |
null | 1 | 304.2 | 343 | 1,401 | 53.9 | 142 | null |
null | 2 | 297.4 | 324.111111 | 1,582 | 31.9 | 161 | null |
null | 1 | 299.9 | 332.259259 | 1,292 | 51.1 | 173 | null |
null | 1 | 300.4 | 327.444444 | 1,356 | 45.9 | 64 | null |
null | 1 | 296 | 316.703704 | 1,416 | 44.2 | 46 | null |
null | 1 | 300.5 | 335.962963 | 1,350 | 51.7 | 18 | null |
null | 2 | 298 | 325.222222 | 1,562 | 39.2 | 155 | null |
null | 1 | 300.6 | 331.148148 | 1,497 | 38.2 | 83 | null |
null | 1 | 300.5 | 334.851852 | 1,425 | 42.4 | 102 | null |
null | 1 | 300.6 | 331.518519 | 1,750 | 30.6 | 171 | null |
null | 1 | 304.1 | 341.148148 | 1,438 | 45.5 | 188 | null |
null | 1 | 298.5 | 324.111111 | 1,609 | 35.3 | 117 | null |
null | 2 | 302.5 | 330.407407 | 1,509 | 37.6 | 45 | null |
null | 1 | 300.7 | 333.37037 | 1,452 | 44.4 | 33 | null |
null | 1 | 297.2 | 322.62963 | 1,576 | 35.3 | 113 | null |
null | 1 | 300.8 | 333.37037 | 1,434 | 45.6 | 174 | null |
null | 1 | 297.6 | 325.962963 | 1,390 | 43.3 | 221 | null |
null | 2 | 299.8 | 330.777778 | 1,375 | 53.9 | 110 | null |
null | 1 | 296.3 | 319.296296 | 1,472 | 39.9 | 51 | null |
null | 1 | 302.4 | 332.62963 | 1,610 | 33.1 | 161 | null |
null | 0 | 300.3 | 335.592593 | 2,141 | 18.5 | 204 | null |
null | 2 | 303.9 | 339.666667 | 1,430 | 53.5 | 189 | null |
null | 1 | 298.6 | 327.814815 | 1,925 | 22.1 | 7 | null |
null | 1 | 299.6 | 331.518519 | 1,393 | 52.1 | 110 | null |
null | 2 | 299.7 | 325.962963 | 1,597 | 32.9 | 135 | null |
null | 1 | 297.2 | 321.148148 | 1,540 | 37.1 | 164 | null |
null | 1 | 299 | 323.740741 | 1,653 | 31.7 | 100 | null |
null | 1 | 299.9 | 328.185185 | 1,477 | 47.7 | 112 | null |
null | 2 | 299.8 | 325.962963 | 1,678 | 29.8 | 202 | null |
null | 2 | 298.5 | 327.444444 | 1,502 | 39.4 | 84 | null |
null | 1 | 301.2 | 331.518519 | 1,568 | 38.3 | 49 | null |
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