UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 297 | 321.148148 | 1,296 | 69.1 | 153 | null |
null | 1 | 302.6 | 332.62963 | 1,506 | 37.2 | 95 | null |
null | 1 | 302 | 331.148148 | 1,361 | 46.7 | 182 | null |
null | 1 | 297.4 | 324.111111 | 1,433 | 43.4 | 116 | null |
null | 1 | 300.9 | 327.814815 | 1,460 | 42.1 | 181 | null |
null | 1 | 303 | 333 | 1,525 | 40.7 | 179 | null |
null | 1 | 302 | 331.148148 | 1,467 | 44.9 | 86 | null |
null | 2 | 300.8 | 329.296296 | 1,686 | 26.9 | 128 | null |
null | 1 | 301.7 | 328.185185 | 1,398 | 46 | 109 | null |
null | 2 | 303.8 | 340.777778 | 1,710 | 26.5 | 190 | null |
null | 1 | 301 | 331.148148 | 1,588 | 33.7 | 114 | null |
null | 1 | 301.2 | 328.555556 | 1,515 | 40.9 | 21 | null |
null | 1 | 299.5 | 326.333333 | 1,972 | 19.3 | 177 | null |
null | 1 | 301 | 337.074074 | 1,264 | 59 | 57 | null |
null | 2 | 300.8 | 337.444444 | 1,535 | 40.3 | 71 | null |
null | 1 | 296.5 | 318.925926 | 1,566 | 37.2 | 164 | null |
null | 1 | 300.5 | 328.185185 | 1,939 | 21.4 | 164 | null |
null | 1 | 300.5 | 332.62963 | 1,759 | 28.3 | 13 | null |
null | 1 | 299.1 | 324.481482 | 1,502 | 38.3 | 88 | null |
null | 2 | 302.1 | 334.481482 | 1,635 | 31.6 | 23 | null |
null | 1 | 298.3 | 326.333333 | 1,401 | 51.9 | 14 | null |
null | 1 | 299.8 | 333 | 1,603 | 35.1 | 179 | null |
null | 1 | 302.4 | 334.111111 | 1,564 | 35 | 122 | null |
null | 2 | 300.2 | 335.592593 | 1,748 | 28.5 | 184 | null |
null | 2 | 301.8 | 331.888889 | 1,365 | 48.2 | 199 | null |
null | 0 | 298.9 | 326.333333 | 1,375 | 42.7 | 58 | null |
null | 1 | 298 | 320.407407 | 1,492 | 38.7 | 202 | null |
null | 2 | 301.3 | 331.148148 | 1,378 | 49.4 | 173 | null |
null | 1 | 297.3 | 321.888889 | 1,615 | 35.4 | 217 | null |
null | 1 | 298.6 | 323 | 1,397 | 46.4 | 36 | null |
null | 1 | 302.7 | 337.814815 | 1,444 | 48.7 | 9 | null |
null | 1 | 298.7 | 328.185185 | 1,402 | 54.3 | 128 | null |
null | 1 | 302.6 | 334.111111 | 1,738 | 25.8 | 128 | null |
null | 0 | 297.5 | 326.333333 | 1,525 | 41.7 | 235 | null |
null | 1 | 298.9 | 329.296296 | 1,442 | 48 | 181 | null |
null | 0 | 298.4 | 323.37037 | 1,827 | 24.3 | 153 | null |
null | 1 | 303.1 | 337.814815 | 1,404 | 61.5 | 127 | null |
null | 1 | 300.8 | 329.296296 | 1,405 | 61.2 | 189 | null |
null | 1 | 302.6 | 330.037037 | 1,642 | 33.2 | 82 | null |
null | 2 | 296.2 | 317.814815 | 1,516 | 37.6 | 25 | null |
null | 0 | 298.3 | 321.518519 | 1,553 | 41 | 52 | null |
null | 2 | 300.4 | 330.777778 | 1,500 | 43 | 9 | null |
null | 2 | 301.1 | 333.740741 | 1,836 | 22.8 | 31 | null |
null | 1 | 297.9 | 320.777778 | 1,459 | 46.9 | 85 | null |
null | 1 | 298.4 | 321.518519 | 1,526 | 41.1 | 162 | null |
null | 1 | 300.1 | 327.074074 | 1,557 | 40.6 | 59 | null |
null | 1 | 300.7 | 335.222222 | 1,460 | 46.1 | 15 | null |
null | 1 | 297.6 | 325.222222 | 1,491 | 43.2 | 7 | null |
null | 2 | 296.2 | 318.555556 | 1,168 | 63.4 | 172 | null |
null | 2 | 300.8 | 332.259259 | 1,678 | 28.1 | 63 | null |
null | 2 | 297.3 | 323.740741 | 1,471 | 50.7 | 157 | null |
null | 1 | 300.7 | 332.62963 | 1,318 | 48.2 | 128 | null |
null | 1 | 301.2 | 331.888889 | 1,711 | 28.9 | 38 | null |
null | 2 | 301.7 | 332.62963 | 1,505 | 37.1 | 190 | null |
null | 1 | 301.8 | 332.62963 | 1,771 | 27.2 | 162 | null |
null | 1 | 302 | 332.62963 | 1,563 | 36.2 | 8 | null |
null | 1 | 299 | 324.111111 | 1,583 | 32.5 | 25 | null |
null | 2 | 302.9 | 338.185185 | 1,679 | 30.9 | 79 | null |
null | 2 | 302.1 | 334.111111 | 1,467 | 43.4 | 33 | null |
null | 2 | 297.3 | 323.740741 | 1,456 | 42.9 | 122 | null |
null | 2 | 301.8 | 333 | 1,663 | 31.6 | 199 | null |
null | 1 | 301.7 | 332.62963 | 1,441 | 44.3 | 208 | null |
null | 1 | 301.1 | 337.444444 | 1,534 | 39 | 129 | null |
null | 0 | 298.4 | 322.259259 | 1,478 | 43.5 | 206 | null |
null | 1 | 302.2 | 334.111111 | 1,390 | 48.1 | 40 | null |
null | 1 | 297.4 | 324.481482 | 1,651 | 34.1 | 163 | null |
null | 2 | 302.7 | 337.074074 | 1,585 | 35.5 | 167 | null |
null | 1 | 298.2 | 322.259259 | 1,446 | 38.2 | 61 | null |
null | 1 | 296.3 | 318.555556 | 1,646 | 35 | 192 | null |
null | 1 | 299.2 | 330.407407 | 1,611 | 36.4 | 32 | null |
null | 1 | 302.9 | 337.444444 | 1,578 | 36.3 | 141 | null |
null | 1 | 297.4 | 323.37037 | 2,100 | 16.9 | 176 | null |
null | 2 | 301.2 | 331.518519 | 1,394 | 42.8 | 168 | null |
null | 0 | 297.3 | 322.62963 | 1,935 | 19.3 | 24 | null |
null | 1 | 298.3 | 322.259259 | 1,663 | 28.4 | 67 | null |
null | 2 | 299.7 | 330.037037 | 1,661 | 34.5 | 6 | null |
null | 1 | 298.4 | 325.962963 | 2,118 | 17.7 | 210 | null |
null | 1 | 298.7 | 328.185185 | 1,469 | 38.4 | 62 | null |
null | 1 | 297.5 | 324.111111 | 1,761 | 26.2 | 164 | null |
null | 1 | 301 | 336.703704 | 1,377 | 49.9 | 48 | null |
null | 1 | 297.3 | 324.111111 | 1,549 | 36.1 | 218 | null |
null | 0 | 300.6 | 328.925926 | 1,419 | 42.4 | 90 | null |
null | 2 | 300 | 334.111111 | 1,384 | 46.1 | 7 | null |
null | 1 | 298.8 | 325.592593 | 1,378 | 54.4 | 165 | null |
null | 2 | 300.3 | 335.592593 | 1,592 | 32.1 | 11 | null |
null | 2 | 296.6 | 319.296296 | 1,790 | 25.8 | 72 | null |
null | 1 | 300.1 | 325.592593 | 1,400 | 46.7 | 77 | null |
null | 2 | 299.8 | 332.62963 | 1,948 | 20 | 185 | null |
null | 2 | 298.8 | 329.296296 | 1,719 | 28.8 | 206 | null |
null | 1 | 303.6 | 338.555556 | 1,540 | 39.8 | 21 | null |
null | 1 | 301.5 | 331.888889 | 1,512 | 38.9 | 9 | null |
null | 1 | 299.6 | 327.074074 | 1,570 | 35.5 | 189 | null |
null | 0 | 303.6 | 338.555556 | 1,498 | 40.2 | 155 | null |
null | 0 | 300.9 | 332.259259 | 1,474 | 35.7 | 175 | null |
null | 0 | 299 | 329.296296 | 2,053 | 19.7 | 137 | null |
null | 1 | 299.1 | 330.777778 | 1,485 | 37.8 | 46 | null |
null | 2 | 300.2 | 332.62963 | 2,370 | 14.7 | 144 | null |
null | 1 | 300.5 | 330.037037 | 1,435 | 43.3 | 31 | null |
null | 1 | 298.4 | 324.851852 | 1,638 | 32.4 | 109 | null |
null | 2 | 296.2 | 318.555556 | 1,385 | 44 | 5 | null |
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