UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.3 | 334.111111 | 1,759 | 24.8 | 34 | null |
null | 2 | 299.5 | 326.333333 | 1,506 | 41.5 | 77 | null |
null | 1 | 300.7 | 331.518519 | 1,431 | 39.3 | 22 | null |
null | 1 | 300.7 | 332.259259 | 1,535 | 37.1 | 113 | null |
null | 1 | 298.1 | 323.37037 | 1,498 | 49.4 | 5 | null |
null | 1 | 299.2 | 323 | 1,620 | 34.1 | 89 | null |
null | 0 | 300.7 | 336.703704 | 1,490 | 43.1 | 159 | null |
null | 1 | 298.4 | 321.148148 | 1,981 | 23.2 | 16 | null |
null | 1 | 298.4 | 327.444444 | 1,710 | 27.3 | 163 | null |
null | 1 | 300.7 | 332.62963 | 1,336 | 53.3 | 68 | null |
null | 1 | 297.6 | 327.074074 | 1,549 | 34.9 | 68 | null |
null | 2 | 297.2 | 323.740741 | 1,513 | 39 | 78 | null |
null | 1 | 297.4 | 323 | 1,328 | 61.8 | 98 | null |
null | 1 | 300.7 | 337.814815 | 1,470 | 38.6 | 56 | null |
null | 1 | 297.7 | 324.481482 | 1,616 | 34.2 | 114 | null |
null | 0 | 300.1 | 326.703704 | 1,563 | 40.8 | 28 | null |
null | 1 | 297.4 | 322.62963 | 1,548 | 46.6 | 7 | null |
null | 2 | 297.3 | 323.740741 | 1,431 | 53 | 160 | null |
null | 1 | 301.2 | 330.407407 | 1,470 | 44 | 113 | null |
null | 1 | 299.2 | 322.259259 | 1,466 | 41.3 | 8 | null |
null | 1 | 300.4 | 331.888889 | 1,390 | 52.5 | 144 | null |
null | 1 | 301.3 | 330.407407 | 1,507 | 39.1 | 194 | null |
null | 1 | 299.4 | 325.592593 | 1,304 | 50.5 | 153 | null |
null | 2 | 300.8 | 335.962963 | 1,761 | 29 | 113 | null |
null | 2 | 299.8 | 333.37037 | 1,706 | 29.2 | 148 | null |
null | 1 | 301.3 | 331.148148 | 1,416 | 45.2 | 88 | null |
null | 2 | 300.6 | 331.518519 | 1,705 | 31.2 | 181 | null |
null | 2 | 300.8 | 334.111111 | 1,732 | 26.9 | 45 | null |
null | 2 | 300.2 | 334.851852 | 1,415 | 55.8 | 82 | null |
null | 0 | 296.7 | 319.296296 | 1,661 | 34.2 | 109 | null |
null | 0 | 297.5 | 324.851852 | 1,419 | 50.7 | 7 | null |
null | 2 | 299.3 | 325.592593 | 1,600 | 35.3 | 52 | null |
null | 2 | 301.6 | 332.259259 | 1,575 | 40.1 | 139 | null |
null | 0 | 298.7 | 327.814815 | 1,311 | 54.5 | 52 | null |
null | 1 | 301.2 | 332.62963 | 1,612 | 32.9 | 129 | null |
null | 2 | 297.5 | 323.740741 | 1,347 | 57 | 132 | null |
null | 2 | 303.5 | 338.555556 | 1,642 | 29.4 | 18 | null |
null | 1 | 297 | 320.777778 | 1,396 | 50 | 96 | null |
null | 1 | 301.2 | 333.37037 | 1,558 | 34.1 | 204 | null |
null | 1 | 303.8 | 339.666667 | 1,367 | 49.9 | 192 | null |
null | 1 | 301.4 | 333.740741 | 1,674 | 33.3 | 46 | null |
null | 1 | 302.4 | 329.296296 | 1,556 | 32.9 | 132 | null |
null | 1 | 301.9 | 331.888889 | 1,519 | 39 | 90 | null |
null | 1 | 299.1 | 328.185185 | 1,398 | 55.4 | 217 | null |
null | 1 | 303.5 | 338.555556 | 1,496 | 39 | 21 | null |
null | 1 | 302.1 | 331.148148 | 1,459 | 47.6 | 93 | null |
null | 2 | 302.3 | 335.592593 | 1,463 | 35.7 | 197 | null |
null | 2 | 297.4 | 324.111111 | 1,382 | 49.9 | 151 | null |
null | 1 | 300.2 | 334.851852 | 1,606 | 31 | 199 | null |
null | 0 | 298.8 | 327.444444 | 1,516 | 40.2 | 152 | null |
null | 1 | 297.7 | 320.037037 | 1,844 | 21.9 | 61 | null |
null | 1 | 298.1 | 323.37037 | 1,676 | 30.5 | 22 | null |
null | 1 | 301 | 330.037037 | 1,617 | 34.5 | 126 | null |
null | 1 | 298.3 | 325.592593 | 1,537 | 43 | 123 | null |
null | 0 | 297.4 | 324.111111 | 1,522 | 46.3 | 146 | null |
null | 1 | 297 | 320.037037 | 1,680 | 35.8 | 20 | null |
null | 1 | 300.2 | 334.481482 | 1,549 | 37.2 | 67 | null |
null | 1 | 298.9 | 327.444444 | 1,365 | 50.9 | 183 | null |
null | 1 | 298.9 | 323.37037 | 1,580 | 39.1 | 119 | null |
null | 1 | 298.9 | 331.148148 | 1,406 | 43.8 | 12 | null |
null | 1 | 298.3 | 321.518519 | 1,442 | 47.3 | 65 | null |
null | 1 | 298 | 322.62963 | 1,662 | 32.7 | 0 | null |
null | 2 | 298.5 | 323.740741 | 1,897 | 20.2 | 50 | null |
null | 0 | 301 | 332.259259 | 1,916 | 22 | 42 | null |
null | 2 | 299.1 | 328.925926 | 1,437 | 41.1 | 192 | null |
null | 0 | 298.2 | 323 | 1,398 | 51.8 | 76 | null |
null | 1 | 296.7 | 320.037037 | 1,516 | 37.4 | 146 | null |
null | 2 | 298.9 | 328.925926 | 1,487 | 36.6 | 129 | null |
null | 1 | 302.2 | 335.592593 | 1,618 | 36 | 158 | null |
null | 2 | 300.1 | 329.296296 | 1,443 | 49.3 | 61 | null |
null | 0 | 302.2 | 335.962963 | 1,597 | 35.8 | 160 | null |
null | 1 | 302.3 | 329.296296 | 1,353 | 50.9 | 36 | null |
null | 1 | 298.2 | 325.222222 | 1,418 | 44.2 | 87 | null |
null | 2 | 302.8 | 337.444444 | 1,432 | 49 | 218 | null |
null | 0 | 302.3 | 331.148148 | 1,525 | 48.7 | 114 | null |
null | 1 | 303.8 | 338.925926 | 1,596 | 36.6 | 134 | null |
null | 1 | 299.9 | 326.703704 | 1,348 | 52.8 | 31 | null |
null | 2 | 302.2 | 329.296296 | 1,421 | 45.4 | 9 | null |
null | 1 | 301.3 | 332.259259 | 1,566 | 33.1 | 82 | null |
null | 2 | 300.7 | 331.518519 | 1,347 | 46.5 | 183 | null |
null | 2 | 303.5 | 337.444444 | 1,543 | 33.3 | 71 | null |
null | 1 | 301.6 | 332.62963 | 1,485 | 40.1 | 142 | null |
null | 1 | 299.4 | 326.333333 | 1,448 | 48.6 | 44 | null |
null | 0 | 300.3 | 334.851852 | 1,801 | 23.6 | 97 | null |
null | 1 | 297.9 | 321.888889 | 1,393 | 50.3 | 193 | null |
null | 1 | 302.1 | 332.259259 | 1,477 | 41.4 | 184 | null |
null | 2 | 298.3 | 325.592593 | 1,404 | 47 | 15 | null |
null | 1 | 300.4 | 326.333333 | 1,413 | 50.3 | 101 | null |
null | 1 | 302.2 | 335.222222 | 1,330 | 54.6 | 154 | null |
null | 1 | 298.6 | 327.074074 | 1,450 | 44.2 | 63 | null |
null | 1 | 302.7 | 337.074074 | 1,369 | 51.8 | 174 | null |
null | 2 | 295.7 | 315.222222 | 1,347 | 50.4 | 46 | null |
null | 1 | 299 | 330.407407 | 1,981 | 21.2 | 125 | null |
null | 1 | 300.7 | 335.592593 | 1,443 | 43.7 | 217 | null |
null | 1 | 304.2 | 341.518519 | 1,457 | 49.4 | 96 | null |
null | 2 | 301 | 331.518519 | 1,497 | 37.6 | 116 | null |
null | 1 | 301.5 | 332.259259 | 1,671 | 31.1 | 170 | null |
null | 2 | 301.8 | 332.259259 | 1,358 | 52.3 | 56 | null |
null | 1 | 298.4 | 321.888889 | 1,491 | 50 | 156 | null |
null | 1 | 301.5 | 331.148148 | 1,394 | 46.5 | 206 | null |
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