UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 299.1 | 323.740741 | 1,437 | 41.6 | 183 | null |
null | 1 | 296.9 | 321.148148 | 1,423 | 43.9 | 149 | null |
null | 1 | 298.4 | 321.148148 | 2,381 | 14.2 | 164 | null |
null | 1 | 302.2 | 335.222222 | 1,556 | 38.6 | 145 | null |
null | 1 | 303.7 | 338.925926 | 1,426 | 45.5 | 192 | null |
null | 1 | 300.2 | 331.148148 | 1,431 | 42.3 | 113 | null |
null | 2 | 299.5 | 331.518519 | 1,488 | 39.5 | 95 | null |
null | 1 | 300.3 | 325.962963 | 1,807 | 26.4 | 169 | null |
null | 1 | 300.1 | 327.074074 | 1,660 | 32.7 | 57 | null |
null | 1 | 298.9 | 329.666667 | 1,498 | 50.2 | 160 | null |
null | 0 | 297.4 | 322.62963 | 1,771 | 27.4 | 100 | null |
null | 0 | 301.2 | 331.518519 | 1,747 | 27.3 | 35 | null |
null | 1 | 301.8 | 333.37037 | 1,840 | 26.6 | 202 | null |
null | 2 | 298.3 | 329.296296 | 1,389 | 49.6 | 75 | null |
null | 1 | 299.9 | 325.962963 | 1,333 | 50.8 | 61 | null |
null | 2 | 299.8 | 325.592593 | 1,268 | 58 | 90 | null |
null | 1 | 300.9 | 331.888889 | 1,701 | 30.4 | 55 | null |
null | 2 | 297.3 | 324.851852 | 1,799 | 24.5 | 137 | null |
null | 1 | 296.4 | 319.666667 | 1,331 | 47.8 | 99 | null |
null | 1 | 301.7 | 333.740741 | 1,421 | 45.9 | 85 | null |
null | 2 | 298.2 | 321.148148 | 1,529 | 36.6 | 105 | null |
null | 1 | 297.2 | 321.888889 | 1,662 | 31.3 | 0 | null |
null | 1 | 296.8 | 322.259259 | 1,361 | 53.8 | 193 | null |
null | 1 | 298.4 | 323.740741 | 1,304 | 45 | 158 | null |
null | 0 | 300.4 | 327.814815 | 1,500 | 35.2 | 112 | null |
null | 1 | 298.3 | 329.296296 | 1,545 | 36.3 | 90 | null |
null | 1 | 298.4 | 324.851852 | 1,402 | 44.8 | 201 | null |
null | 1 | 300.3 | 332.62963 | 1,613 | 34.7 | 142 | null |
null | 1 | 302.9 | 333.37037 | 1,634 | 36.9 | 71 | null |
null | 1 | 302.2 | 334.851852 | 1,545 | 35.9 | 152 | null |
null | 0 | 301.2 | 328.555556 | 1,362 | 50.7 | 25 | null |
null | 1 | 300.4 | 333 | 1,397 | 50.8 | 189 | null |
null | 1 | 299.4 | 330.407407 | 1,582 | 31.7 | 181 | null |
null | 1 | 298.1 | 325.222222 | 1,497 | 40.5 | 58 | null |
null | 1 | 299 | 328.925926 | 1,360 | 48.1 | 37 | null |
null | 0 | 297.5 | 322.62963 | 1,674 | 30 | 54 | null |
null | 1 | 298.9 | 323.37037 | 1,503 | 40.6 | 145 | null |
null | 2 | 300.9 | 336.333333 | 1,402 | 50.7 | 185 | null |
null | 1 | 300.5 | 327.814815 | 1,560 | 30.2 | 139 | null |
null | 1 | 300.6 | 329.666667 | 1,519 | 44.6 | 69 | null |
null | 1 | 298 | 322.259259 | 1,611 | 30.6 | 195 | null |
null | 1 | 299.7 | 326.703704 | 1,399 | 39.9 | 91 | null |
null | 2 | 298.7 | 327.444444 | 1,738 | 27.3 | 79 | null |
null | 2 | 300 | 328.555556 | 1,530 | 34.5 | 71 | null |
null | 0 | 300.5 | 334.851852 | 1,506 | 36.2 | 10 | null |
null | 1 | 300.5 | 328.185185 | 1,345 | 62.7 | 153 | null |
null | 1 | 300.6 | 329.666667 | 1,648 | 31.7 | 46 | null |
null | 1 | 302.7 | 331.518519 | 1,398 | 57.7 | 19 | null |
null | 1 | 297.5 | 323.37037 | 1,691 | 33.1 | 9 | null |
null | 1 | 298.2 | 326.333333 | 1,355 | 43.8 | 142 | null |
null | 1 | 296.3 | 318.555556 | 1,291 | 58.6 | 29 | null |
null | 1 | 300 | 326.333333 | 1,972 | 22 | 175 | null |
null | 1 | 301 | 331.888889 | 1,475 | 35.3 | 19 | null |
null | 1 | 303.9 | 338.925926 | 1,339 | 62.3 | 156 | null |
null | 2 | 298.4 | 327.074074 | 1,514 | 38.8 | 128 | null |
null | 2 | 296.7 | 319.296296 | 1,540 | 38.7 | 45 | null |
null | 1 | 300.9 | 331.518519 | 1,517 | 41.7 | 210 | null |
null | 1 | 299.1 | 330.037037 | 1,411 | 42.1 | 74 | null |
null | 1 | 304.1 | 340.777778 | 1,452 | 48 | 126 | null |
null | 2 | 302.4 | 331.518519 | 1,521 | 40.4 | 152 | null |
null | 1 | 302.8 | 331.148148 | 1,617 | 37.9 | 207 | null |
null | 2 | 297.9 | 320.777778 | 1,303 | 59.3 | 75 | null |
null | 2 | 301.4 | 331.148148 | 1,464 | 48.6 | 96 | null |
null | 1 | 302.1 | 331.888889 | 1,786 | 25.7 | 47 | null |
null | 0 | 300.2 | 326.333333 | 1,506 | 35.6 | 63 | null |
null | 0 | 300.7 | 327.444444 | 1,390 | 48.5 | 7 | null |
null | 1 | 298.8 | 328.185185 | 1,437 | 42.8 | 23 | null |
null | 1 | 301 | 337.074074 | 1,601 | 33 | 109 | null |
null | 2 | 298.2 | 324.481482 | 1,626 | 40.4 | 20 | null |
null | 1 | 298 | 323 | 1,911 | 22 | 13 | null |
null | 2 | 302 | 331.148148 | 1,539 | 37.4 | 96 | null |
null | 1 | 298.3 | 323.37037 | 1,664 | 31.6 | 144 | null |
null | 1 | 301.8 | 331.518519 | 1,551 | 37.7 | 64 | null |
null | 1 | 300.8 | 335.222222 | 1,490 | 46.4 | 217 | null |
null | 1 | 298.9 | 330.037037 | 1,496 | 36.3 | 161 | null |
null | 2 | 296.3 | 319.296296 | 1,958 | 19.1 | 67 | null |
null | 2 | 302.4 | 333 | 1,887 | 22.4 | 197 | null |
null | 2 | 301.8 | 330.037037 | 1,409 | 52.5 | 26 | null |
null | 1 | 299.2 | 323 | 1,509 | 39.4 | 0 | null |
null | 2 | 300.8 | 328.555556 | 1,444 | 46 | 180 | null |
null | 2 | 298.1 | 325.592593 | 1,448 | 52.5 | 150 | null |
null | 2 | 295.6 | 314.481482 | 1,462 | 49.2 | 158 | null |
null | 1 | 300.9 | 331.888889 | 1,476 | 39 | 10 | null |
null | 1 | 300.4 | 327.814815 | 1,740 | 31.1 | 113 | null |
null | 1 | 302.3 | 335.592593 | 1,565 | 37.8 | 59 | null |
null | 1 | 300 | 327.444444 | 1,364 | 45.9 | 16 | null |
null | 0 | 298.1 | 320.407407 | 1,376 | 56.2 | 113 | null |
null | 1 | 299.5 | 328.925926 | 1,379 | 50.4 | 85 | null |
null | 0 | 299.4 | 325.592593 | 1,373 | 44.1 | 81 | null |
null | 1 | 302.4 | 329.666667 | 1,633 | 28 | 164 | null |
null | 2 | 298.8 | 323.37037 | 1,510 | 38.7 | 66 | null |
null | 1 | 298.3 | 326.703704 | 1,378 | 52.3 | 12 | null |
null | 1 | 301.8 | 331.888889 | 1,736 | 26.5 | 56 | null |
null | 2 | 298.9 | 329.296296 | 1,313 | 56.8 | 171 | null |
null | 2 | 296.3 | 318.925926 | 1,368 | 49.5 | 10 | null |
null | 2 | 300 | 326.333333 | 1,407 | 43.9 | 138 | null |
null | 1 | 300.9 | 336.333333 | 1,493 | 38.7 | 217 | null |
null | 2 | 300.3 | 333.37037 | 1,783 | 25.6 | 139 | null |
null | 2 | 302.4 | 335.592593 | 1,539 | 39.9 | 101 | null |
null | 1 | 300.3 | 335.592593 | 1,551 | 37.2 | 9 | null |
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