UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 296.7 | 320.407407 | 1,597 | 32.1 | 114 | null |
null | 0 | 302 | 332.259259 | 1,679 | 29 | 222 | null |
null | 2 | 295.8 | 315.222222 | 1,235 | 76.2 | 89 | null |
null | 1 | 299.9 | 327.074074 | 2,008 | 20.4 | 165 | null |
null | 1 | 300.4 | 335.592593 | 1,272 | 59.2 | 198 | null |
null | 1 | 299.1 | 323 | 1,693 | 31.6 | 65 | null |
null | 0 | 303.4 | 337.444444 | 1,522 | 42.1 | 62 | null |
null | 1 | 298.6 | 328.185185 | 1,544 | 30.2 | 113 | null |
null | 2 | 300.1 | 330.407407 | 1,556 | 38.1 | 92 | null |
null | 2 | 304 | 340.777778 | 1,500 | 40.6 | 124 | null |
null | 1 | 299.1 | 323.37037 | 1,676 | 31 | 69 | null |
null | 2 | 301.4 | 331.518519 | 1,639 | 29.8 | 127 | null |
null | 1 | 298.3 | 323.740741 | 1,570 | 34.8 | 175 | null |
null | 2 | 299 | 330.037037 | 1,540 | 38.1 | 182 | null |
null | 1 | 298.8 | 325.592593 | 1,368 | 50.8 | 115 | null |
null | 1 | 296.7 | 320.777778 | 1,382 | 47.5 | 37 | null |
null | 1 | 297.4 | 322.259259 | 1,419 | 50 | 52 | null |
null | 1 | 298.4 | 327.074074 | 1,545 | 36.6 | 117 | null |
null | 2 | 298.3 | 320.407407 | 1,439 | 43.8 | 111 | null |
null | 1 | 302.4 | 334.111111 | 1,831 | 26.9 | 121 | null |
null | 2 | 297.8 | 327.814815 | 1,700 | 31.3 | 200 | null |
null | 1 | 298.4 | 321.888889 | 1,395 | 44 | 92 | null |
null | 2 | 301.4 | 333.37037 | 1,541 | 36.3 | 28 | null |
null | 1 | 299.1 | 331.518519 | 1,309 | 51.1 | 188 | null |
null | 1 | 300.2 | 330.037037 | 1,514 | 38.7 | 48 | null |
null | 2 | 298.1 | 324.851852 | 1,353 | 46.2 | 173 | null |
null | 1 | 297.5 | 323.740741 | 1,513 | 39.7 | 32 | null |
null | 1 | 303.1 | 337.814815 | 1,407 | 41.2 | 107 | null |
null | 2 | 298.8 | 325.222222 | 1,592 | 38.2 | 169 | null |
null | 1 | 302.7 | 337.444444 | 1,346 | 61.2 | 170 | null |
null | 2 | 302.2 | 333.37037 | 1,561 | 34.9 | 106 | null |
null | 0 | 301.2 | 331.518519 | 1,656 | 26.2 | 64 | null |
null | 1 | 297.4 | 323.740741 | 1,678 | 32.3 | 180 | null |
null | 2 | 297.6 | 322.62963 | 1,538 | 40.2 | 0 | null |
null | 1 | 299.5 | 326.333333 | 1,442 | 46.2 | 5 | null |
null | 2 | 299.5 | 331.888889 | 1,507 | 40.2 | 156 | null |
null | 2 | 298.5 | 322.62963 | 1,440 | 43.6 | 5 | null |
null | 2 | 301.8 | 327.074074 | 1,732 | 30.1 | 220 | null |
null | 2 | 299.5 | 325.222222 | 1,701 | 28.6 | 98 | null |
null | 2 | 297 | 321.888889 | 1,363 | 45.3 | 196 | null |
null | 1 | 299.6 | 329.666667 | 1,469 | 47 | 15 | null |
null | 1 | 303 | 338.555556 | 1,451 | 42.1 | 125 | null |
null | 2 | 300.7 | 330.777778 | 1,863 | 22.2 | 111 | null |
null | 1 | 299 | 330.407407 | 1,365 | 49.1 | 226 | null |
null | 0 | 297.3 | 324.111111 | 1,438 | 46.2 | 16 | null |
null | 1 | 298.1 | 321.518519 | 1,697 | 31 | 164 | null |
null | 2 | 301.7 | 330.777778 | 1,625 | 35.9 | 121 | null |
null | 1 | 296.8 | 321.518519 | 1,536 | 40.4 | 217 | null |
null | 1 | 301.5 | 330.777778 | 1,372 | 44 | 203 | null |
null | 2 | 297.8 | 325.222222 | 1,434 | 43.3 | 96 | null |
null | 1 | 300.5 | 327.814815 | 1,580 | 42.8 | 196 | null |
null | 2 | 298.3 | 325.222222 | 1,505 | 41.3 | 93 | null |
null | 2 | 298.9 | 328.185185 | 1,363 | 50.6 | 115 | null |
null | 2 | 299.3 | 330.777778 | 1,404 | 47.5 | 12 | null |
null | 1 | 297.4 | 323 | 1,531 | 41.5 | 213 | null |
null | 1 | 299.5 | 331.888889 | 1,374 | 48.3 | 154 | null |
null | 2 | 297 | 320.407407 | 1,261 | 51.1 | 130 | null |
null | 1 | 297.8 | 318.555556 | 1,498 | 38.1 | 188 | null |
null | 2 | 300.5 | 328.185185 | 1,508 | 37.8 | 150 | null |
null | 1 | 302.7 | 337.814815 | 1,423 | 51.9 | 60 | null |
null | 2 | 302.6 | 335.222222 | 1,430 | 51.7 | 32 | null |
null | 2 | 300.2 | 328.925926 | 1,664 | 30.7 | 179 | null |
null | 2 | 304.1 | 341.148148 | 1,494 | 39 | 49 | null |
null | 1 | 297.6 | 324.111111 | 1,476 | 39 | 44 | null |
null | 1 | 300 | 329.666667 | 1,760 | 26.9 | 193 | null |
null | 1 | 302.7 | 337.814815 | 1,477 | 46.3 | 251 | null |
null | 1 | 302.8 | 337.814815 | 1,529 | 36.8 | 237 | null |
null | 1 | 298.2 | 324.481482 | 1,540 | 34.8 | 32 | null |
null | 1 | 299.3 | 323 | 1,406 | 47.4 | 3 | null |
null | 2 | 296.7 | 319.296296 | 1,533 | 32.5 | 182 | null |
null | 2 | 298.6 | 327.074074 | 1,566 | 38.1 | 89 | null |
null | 2 | 297.3 | 323 | 1,599 | 32.9 | 58 | null |
null | 2 | 297.6 | 323.37037 | 1,466 | 39.7 | 34 | null |
null | 1 | 301.5 | 331.518519 | 1,568 | 33.1 | 38 | null |
null | 2 | 301 | 331.518519 | 1,493 | 48.1 | 145 | null |
null | 0 | 299.9 | 333.37037 | 1,364 | 49.6 | 50 | null |
null | 2 | 299 | 328.925926 | 2,049 | 19.5 | 111 | null |
null | 1 | 301 | 332.62963 | 1,804 | 25.8 | 174 | null |
null | 1 | 297.1 | 322.259259 | 1,347 | 50.8 | 49 | null |
null | 1 | 300.8 | 334.111111 | 1,536 | 40.9 | 22 | null |
null | 2 | 302.9 | 337.444444 | 1,339 | 52.1 | 145 | null |
null | 1 | 300 | 325.222222 | 2,174 | 16.9 | 112 | null |
null | 1 | 300.2 | 326.703704 | 1,981 | 21.4 | 44 | null |
null | 1 | 301.3 | 328.925926 | 1,344 | 54.8 | 186 | null |
null | 1 | 299.7 | 326.333333 | 1,417 | 54.6 | 131 | null |
null | 2 | 301.6 | 331.148148 | 1,924 | 23.6 | 181 | null |
null | 2 | 297.6 | 323.37037 | 1,848 | 23.7 | 37 | null |
null | 2 | 301.3 | 328.925926 | 1,593 | 30.8 | 210 | null |
null | 1 | 300.5 | 330.777778 | 1,564 | 38.2 | 199 | null |
null | 1 | 298.8 | 328.185185 | 1,557 | 37.2 | 139 | null |
null | 1 | 298.8 | 324.111111 | 1,450 | 43.4 | 66 | null |
null | 2 | 301.5 | 331.148148 | 1,492 | 43 | 100 | null |
null | 1 | 298.2 | 321.888889 | 1,532 | 42.5 | 154 | null |
null | 2 | 298 | 324.851852 | 1,339 | 51.4 | 68 | null |
null | 1 | 303.6 | 335.222222 | 1,491 | 39.8 | 92 | null |
null | 1 | 297.1 | 323 | 1,693 | 29.5 | 100 | null |
null | 1 | 297.1 | 320.777778 | 1,477 | 36.6 | 177 | null |
null | 1 | 301.7 | 331.518519 | 1,493 | 51.1 | 87 | null |
null | 1 | 298.9 | 329.296296 | 1,602 | 38.2 | 58 | null |
null | 2 | 298.3 | 323.740741 | 1,589 | 37.1 | 137 | null |
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