UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 301.8 | 332.259259 | 1,521 | 39.3 | 197 | null |
null | 2 | 300.8 | 330.777778 | 1,330 | 59 | 190 | null |
null | 1 | 300.4 | 335.222222 | 1,513 | 40 | 51 | null |
null | 1 | 301.6 | 331.518519 | 1,638 | 33.8 | 196 | null |
null | 1 | 298 | 323 | 1,432 | 46.2 | 11 | null |
null | 1 | 303.8 | 340.037037 | 1,633 | 32.9 | 207 | null |
null | 1 | 298.2 | 323 | 1,478 | 42.9 | 183 | null |
null | 2 | 300.4 | 335.592593 | 1,362 | 47.6 | 188 | null |
null | 2 | 302.1 | 331.888889 | 1,504 | 37.5 | 42 | null |
null | 1 | 302 | 331.148148 | 1,366 | 47.7 | 206 | null |
null | 2 | 300.9 | 330.037037 | 1,416 | 50.9 | 152 | null |
null | 2 | 303.6 | 338.925926 | 2,174 | 17.6 | 37 | null |
null | 2 | 302.1 | 332.259259 | 1,916 | 23.1 | 51 | null |
null | 2 | 300 | 334.111111 | 1,537 | 35.4 | 120 | null |
null | 2 | 302.1 | 332.62963 | 1,711 | 28.7 | 83 | null |
null | 1 | 303.9 | 340.407407 | 1,639 | 29 | 95 | null |
null | 1 | 298.1 | 321.888889 | 1,410 | 45.8 | 71 | null |
null | 2 | 300.1 | 327.814815 | 1,348 | 57.3 | 48 | null |
null | 0 | 297.3 | 324.481482 | 1,499 | 44.2 | 134 | null |
null | 1 | 298.3 | 321.148148 | 1,399 | 47.8 | 99 | null |
null | 0 | 301.9 | 332.62963 | 1,336 | 63.6 | 111 | null |
null | 1 | 300.9 | 331.518519 | 1,412 | 57.5 | 16 | null |
null | 2 | 299.7 | 326.333333 | 1,399 | 41.9 | 221 | null |
null | 0 | 298.5 | 326.333333 | 1,421 | 50.3 | 124 | null |
null | 2 | 299.7 | 325.222222 | 1,645 | 31.9 | 155 | null |
null | 1 | 296.7 | 320.037037 | 1,540 | 38.6 | 53 | null |
null | 1 | 299.7 | 326.333333 | 1,420 | 44.1 | 60 | null |
null | 1 | 296.8 | 320.037037 | 1,304 | 48.7 | 142 | null |
null | 1 | 302.4 | 336.333333 | 1,562 | 37.9 | 10 | null |
null | 1 | 302.5 | 330.407407 | 1,488 | 48.4 | 134 | null |
null | 1 | 301.8 | 333.740741 | 1,471 | 44.2 | 148 | null |
null | 2 | 297.5 | 321.888889 | 1,480 | 42.4 | 112 | null |
null | 2 | 297.5 | 323.740741 | 1,327 | 52.1 | 24 | null |
null | 1 | 300 | 334.481482 | 1,591 | 32 | 79 | null |
null | 0 | 299.7 | 327.074074 | 1,375 | 46.8 | 86 | null |
null | 1 | 300.6 | 329.666667 | 1,447 | 45.9 | 17 | null |
null | 1 | 297.6 | 321.888889 | 1,437 | 46.3 | 149 | null |
null | 2 | 298.5 | 324.481482 | 1,553 | 34.9 | 18 | null |
null | 2 | 297.4 | 323 | 1,675 | 29.5 | 59 | null |
null | 2 | 295.6 | 314.481482 | 1,651 | 28.1 | 110 | null |
null | 1 | 299.1 | 322.62963 | 1,426 | 40.1 | 60 | null |
null | 1 | 300.8 | 331.888889 | 1,634 | 29.2 | 149 | null |
null | 2 | 300.8 | 330.777778 | 1,696 | 29.7 | 162 | null |
null | 1 | 296.8 | 320.037037 | 1,368 | 52 | 140 | null |
null | 1 | 297.3 | 322.259259 | 1,601 | 35.7 | 9 | null |
null | 1 | 301.3 | 330.037037 | 1,555 | 41.2 | 131 | null |
null | 1 | 300 | 327.444444 | 1,496 | 38.8 | 27 | null |
null | 1 | 299.1 | 322.259259 | 1,409 | 46.4 | 12 | null |
null | 1 | 297.4 | 322.62963 | 1,483 | 38.8 | 23 | null |
null | 1 | 300.4 | 327.814815 | 1,384 | 45.1 | 159 | null |
null | 1 | 298.1 | 320.407407 | 1,767 | 27 | 127 | null |
null | 1 | 300.7 | 335.222222 | 1,910 | 19.7 | 13 | null |
null | 2 | 297.8 | 326.333333 | 2,243 | 15.7 | 36 | null |
null | 1 | 304 | 340.037037 | 1,541 | 45.9 | 64 | null |
null | 2 | 299 | 329.666667 | 1,298 | 57.2 | 10 | null |
null | 1 | 301.3 | 333.37037 | 1,668 | 30.1 | 18 | null |
null | 2 | 303.9 | 340.407407 | 1,668 | 34.4 | 137 | null |
null | 2 | 302.4 | 330.037037 | 1,378 | 54.3 | 165 | null |
null | 1 | 303.6 | 338.925926 | 1,418 | 44.1 | 118 | null |
null | 2 | 301.8 | 332.259259 | 1,881 | 20.9 | 23 | null |
null | 2 | 300.9 | 328.555556 | 1,465 | 42.9 | 209 | null |
null | 1 | 302 | 333.37037 | 1,434 | 44.9 | 15 | null |
null | 1 | 296.4 | 319.296296 | 1,403 | 48.4 | 70 | null |
null | 1 | 298.2 | 325.592593 | 1,569 | 35.2 | 199 | null |
null | 2 | 302.5 | 335.962963 | 1,340 | 59.4 | 60 | null |
null | 2 | 297.1 | 323 | 1,583 | 38.2 | 150 | null |
null | 2 | 299 | 324.111111 | 1,500 | 40.2 | 30 | null |
null | 1 | 300.9 | 331.148148 | 1,504 | 46.4 | 129 | null |
null | 1 | 304.4 | 342.62963 | 1,509 | 35 | 205 | null |
null | 0 | 298.8 | 325.222222 | 1,497 | 43.8 | 147 | null |
null | 1 | 297.1 | 322.259259 | 1,351 | 56.6 | 126 | null |
null | 2 | 298.5 | 327.074074 | 1,483 | 44.8 | 92 | null |
null | 1 | 298.4 | 322.259259 | 1,471 | 47 | 214 | null |
null | 1 | 300.3 | 333.740741 | 1,525 | 40.7 | 105 | null |
null | 2 | 298.2 | 322.62963 | 1,448 | 43.3 | 199 | null |
null | 2 | 298.1 | 322.62963 | 1,453 | 41.5 | 204 | null |
null | 2 | 298.3 | 325.962963 | 1,359 | 51.4 | 21 | null |
null | 0 | 298.5 | 325.592593 | 2,051 | 19 | 184 | null |
null | 2 | 300.9 | 334.481482 | 1,836 | 21.8 | 12 | null |
null | 2 | 301.5 | 331.518519 | 1,454 | 39.4 | 17 | null |
null | 1 | 300.9 | 331.518519 | 1,573 | 31.2 | 2 | null |
null | 1 | 300.2 | 334.851852 | 1,500 | 39 | 174 | null |
null | 1 | 302.5 | 334.111111 | 1,559 | 37.6 | 209 | null |
null | 0 | 298.3 | 325.592593 | 1,430 | 40.9 | 162 | null |
null | 2 | 301.7 | 332.62963 | 1,510 | 47.8 | 27 | null |
null | 2 | 300.4 | 326.703704 | 1,875 | 23.9 | 155 | null |
null | 1 | 297.3 | 322.62963 | 1,504 | 36.3 | 45 | null |
null | 1 | 298.9 | 330.777778 | 1,640 | 29.2 | 195 | null |
null | 1 | 299.7 | 333 | 1,690 | 30.6 | 148 | null |
null | 1 | 302.6 | 335.222222 | 1,773 | 27.1 | 30 | null |
null | 1 | 298.2 | 322.62963 | 1,688 | 32 | 202 | null |
null | 2 | 300.2 | 327.444444 | 1,556 | 35.8 | 36 | null |
null | 1 | 297 | 320.407407 | 1,502 | 39.4 | 126 | null |
null | 1 | 298.2 | 324.851852 | 1,332 | 44.4 | 100 | null |
null | 1 | 302.2 | 334.851852 | 1,658 | 31.4 | 89 | null |
null | 1 | 302.3 | 334.481482 | 1,507 | 37.5 | 55 | null |
null | 2 | 303.4 | 335.592593 | 1,341 | 47 | 210 | null |
null | 1 | 295.9 | 316.333333 | 1,679 | 30.4 | 117 | null |
null | 2 | 297.1 | 323 | 1,615 | 32.6 | 184 | null |
null | 1 | 300.7 | 327.074074 | 1,685 | 31.1 | 27 | null |
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