UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 301.5 | 331.148148 | 1,522 | 41 | 114 | null |
null | 1 | 300.8 | 331.148148 | 1,384 | 52.9 | 165 | null |
null | 0 | 300.8 | 330.037037 | 1,457 | 46.8 | 182 | null |
null | 2 | 301.8 | 333 | 1,395 | 44.6 | 171 | null |
null | 1 | 301.4 | 331.888889 | 1,431 | 44.3 | 21 | null |
null | 2 | 300.9 | 332.62963 | 1,556 | 38.8 | 127 | null |
null | 1 | 301.3 | 330.407407 | 1,459 | 44.7 | 92 | null |
null | 2 | 300.1 | 333.37037 | 1,452 | 42.4 | 190 | null |
null | 1 | 300.1 | 330.777778 | 1,627 | 29.2 | 95 | null |
null | 1 | 300.4 | 333.37037 | 1,472 | 37.3 | 187 | null |
null | 0 | 297.7 | 322.62963 | 1,488 | 41 | 101 | null |
null | 1 | 297.2 | 323.37037 | 1,574 | 35.8 | 95 | null |
null | 2 | 299.7 | 333 | 1,618 | 30.3 | 125 | null |
null | 1 | 303.6 | 335.592593 | 1,695 | 30.7 | 90 | null |
null | 1 | 301.3 | 330.777778 | 1,337 | 52.7 | 106 | null |
null | 0 | 298.8 | 325.962963 | 1,306 | 54.5 | 50 | null |
null | 1 | 302.1 | 333.37037 | 1,460 | 46.9 | 198 | null |
null | 2 | 297.4 | 323 | 1,441 | 46.8 | 116 | null |
null | 1 | 301.9 | 330.407407 | 1,370 | 51.7 | 153 | null |
null | 1 | 302.2 | 334.111111 | 1,609 | 32.1 | 41 | null |
null | 2 | 298 | 325.962963 | 1,558 | 41.7 | 35 | null |
null | 1 | 299.6 | 325.962963 | 1,572 | 33.4 | 20 | null |
null | 1 | 298.6 | 328.555556 | 1,593 | 37.4 | 47 | null |
null | 1 | 303.7 | 339.296296 | 1,627 | 31.7 | 40 | null |
null | 1 | 299.7 | 331.148148 | 1,675 | 31.3 | 129 | null |
null | 1 | 301.2 | 335.222222 | 1,463 | 48.3 | 204 | null |
null | 1 | 301.2 | 332.62963 | 1,544 | 39.3 | 217 | null |
null | 1 | 299.3 | 329.666667 | 1,495 | 49.2 | 16 | null |
null | 1 | 302.2 | 334.481482 | 1,424 | 45.2 | 39 | null |
null | 2 | 299.8 | 325.592593 | 1,355 | 56.7 | 7 | null |
null | 2 | 298.1 | 322.259259 | 1,342 | 48.1 | 54 | null |
null | 1 | 302.3 | 334.851852 | 1,309 | 57.6 | 77 | null |
null | 1 | 297.7 | 324.851852 | 1,742 | 26.3 | 24 | null |
null | 1 | 298.2 | 320.777778 | 1,476 | 36.8 | 134 | null |
null | 1 | 300.7 | 337.444444 | 1,898 | 24 | 60 | null |
null | 2 | 298.3 | 326.703704 | 1,509 | 34.2 | 141 | null |
null | 1 | 303.5 | 337.074074 | 1,511 | 37.1 | 27 | null |
null | 2 | 302.2 | 334.111111 | 1,432 | 45.3 | 33 | null |
null | 0 | 298.4 | 326.703704 | 1,512 | 35.3 | 51 | null |
null | 2 | 298 | 319.666667 | 1,524 | 36.3 | 98 | null |
null | 2 | 298.2 | 325.592593 | 1,651 | 28.8 | 186 | null |
null | 1 | 298.9 | 322.62963 | 1,432 | 48.9 | 38 | null |
null | 1 | 302.6 | 336.703704 | 1,782 | 26.8 | 198 | null |
null | 1 | 301.5 | 332.259259 | 1,400 | 50.8 | 2 | null |
null | 2 | 298.4 | 325.962963 | 1,491 | 51.2 | 13 | null |
null | 1 | 299.2 | 329.666667 | 1,609 | 33.2 | 156 | null |
null | 1 | 298 | 320.037037 | 1,281 | 50.8 | 122 | null |
null | 2 | 298.8 | 327.814815 | 1,499 | 40.3 | 154 | null |
null | 1 | 299.6 | 331.888889 | 1,393 | 49.9 | 78 | null |
null | 0 | 300.6 | 334.481482 | 1,282 | 60.2 | 24 | null |
null | 2 | 300.3 | 334.481482 | 1,528 | 40.9 | 76 | null |
null | 2 | 303.7 | 340.037037 | 1,303 | 54.4 | 2 | null |
null | 1 | 298.6 | 328.185185 | 1,597 | 35.9 | 213 | null |
null | 1 | 303.3 | 334.111111 | 1,658 | 30.5 | 7 | null |
null | 1 | 297 | 320.777778 | 1,609 | 35.6 | 193 | null |
null | 2 | 296.8 | 320.777778 | 1,551 | 38.9 | 112 | null |
null | 0 | 299.9 | 330.777778 | 1,549 | 42.8 | 208 | null |
null | 0 | 298.8 | 329.296296 | 1,567 | 36.8 | 197 | null |
null | 2 | 300.5 | 335.592593 | 1,636 | 34.4 | 2 | null |
null | 1 | 300.4 | 333.740741 | 1,495 | 51.2 | 175 | null |
null | 1 | 303.5 | 337.814815 | 1,390 | 47.3 | 164 | null |
null | 2 | 301.3 | 331.518519 | 1,300 | 58.3 | 92 | null |
null | 1 | 301.4 | 332.62963 | 1,733 | 25.7 | 182 | null |
null | 1 | 300.7 | 331.518519 | 1,541 | 41.3 | 82 | null |
null | 2 | 298.3 | 325.222222 | 1,802 | 27.5 | 71 | null |
null | 2 | 299.7 | 332.62963 | 1,506 | 42.7 | 85 | null |
null | 1 | 299 | 330.407407 | 1,382 | 53 | 89 | null |
null | 2 | 302.7 | 338.185185 | 1,417 | 51.5 | 19 | null |
null | 1 | 300.6 | 328.925926 | 1,635 | 31 | 107 | null |
null | 1 | 297.6 | 324.481482 | 1,475 | 43 | 119 | null |
null | 2 | 304 | 338.925926 | 1,456 | 51.2 | 160 | null |
null | 2 | 300.2 | 327.074074 | 1,500 | 45.7 | 89 | null |
null | 1 | 298 | 320.777778 | 1,622 | 33.3 | 121 | null |
null | 1 | 299.3 | 325.222222 | 1,419 | 46.6 | 158 | null |
null | 1 | 302.4 | 329.666667 | 1,351 | 45.1 | 168 | null |
null | 2 | 302.5 | 330.037037 | 1,710 | 27.3 | 186 | null |
null | 1 | 297.3 | 321.888889 | 1,763 | 28.4 | 54 | null |
null | 2 | 302.4 | 335.592593 | 1,557 | 31.5 | 49 | null |
null | 2 | 301.9 | 327.444444 | 1,385 | 45.8 | 217 | null |
null | 1 | 297.3 | 323.740741 | 1,586 | 37.7 | 155 | null |
null | 1 | 302 | 328.555556 | 1,407 | 52.8 | 154 | null |
null | 1 | 300.4 | 335.222222 | 1,515 | 47.4 | 170 | null |
null | 1 | 301.3 | 331.148148 | 1,387 | 53.6 | 94 | null |
null | 2 | 298.1 | 321.518519 | 2,129 | 18.4 | 45 | null |
null | 1 | 302.3 | 332.259259 | 1,379 | 49.3 | 34 | null |
null | 0 | 302.2 | 333 | 1,628 | 30.6 | 105 | null |
null | 2 | 299.1 | 322.259259 | 1,435 | 45.2 | 45 | null |
null | 2 | 302 | 333 | 1,406 | 48.8 | 159 | null |
null | 1 | 296.5 | 319.296296 | 1,292 | 52.5 | 62 | null |
null | 1 | 297.4 | 322.62963 | 1,395 | 48.7 | 21 | null |
null | 0 | 302.7 | 336.703704 | 1,478 | 36 | 191 | null |
null | 1 | 300.5 | 327.814815 | 1,616 | 34.5 | 155 | null |
null | 1 | 299.2 | 323.37037 | 1,488 | 40.3 | 148 | null |
null | 1 | 297.3 | 323 | 1,491 | 46.5 | 29 | null |
null | 1 | 298.6 | 323 | 1,562 | 34.4 | 25 | null |
null | 0 | 298.2 | 323 | 1,678 | 34.6 | 81 | null |
null | 2 | 303 | 337.444444 | 1,674 | 29.5 | 109 | null |
null | 1 | 300.6 | 326.703704 | 1,425 | 40.3 | 103 | null |
null | 1 | 297.8 | 328.185185 | 1,533 | 36.8 | 198 | null |
null | 0 | 301.1 | 331.148148 | 1,407 | 43.9 | 111 | null |
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