UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 302.5 | 330.037037 | 1,551 | 37.3 | 168 | null |
null | 1 | 302.6 | 334.481482 | 1,599 | 37 | 211 | null |
null | 1 | 300.6 | 335.222222 | 1,734 | 29.9 | 72 | null |
null | 2 | 300.3 | 334.481482 | 1,540 | 41.5 | 151 | null |
null | 1 | 302.4 | 330.407407 | 1,666 | 29.7 | 125 | null |
null | 1 | 298.8 | 323.37037 | 1,395 | 44.4 | 33 | null |
null | 1 | 303.3 | 335.592593 | 1,315 | 62 | 42 | null |
null | 2 | 300.5 | 327.074074 | 1,320 | 49.9 | 59 | null |
null | 1 | 300 | 329.666667 | 1,675 | 29.7 | 64 | null |
null | 1 | 301 | 330.777778 | 1,379 | 57.3 | 204 | null |
null | 1 | 302.5 | 330.037037 | 1,592 | 32.6 | 174 | null |
null | 1 | 302.6 | 336.703704 | 1,668 | 28.7 | 180 | null |
null | 1 | 298.4 | 325.592593 | 1,579 | 36.1 | 123 | null |
null | 1 | 302 | 332.259259 | 1,663 | 31.5 | 81 | null |
null | 2 | 298.2 | 326.703704 | 1,408 | 46.5 | 76 | null |
null | 2 | 300.5 | 328.555556 | 1,780 | 26.5 | 101 | null |
null | 1 | 299.1 | 331.148148 | 1,921 | 23.9 | 158 | null |
null | 2 | 300.1 | 324.851852 | 1,548 | 38.4 | 31 | null |
null | 0 | 298.9 | 327.814815 | 1,407 | 48.6 | 161 | null |
null | 1 | 299.6 | 325.592593 | 1,369 | 51.4 | 164 | null |
null | 1 | 301 | 332.259259 | 1,492 | 36.7 | 199 | null |
null | 1 | 301.9 | 332.62963 | 1,455 | 46 | 29 | null |
null | 1 | 302.2 | 334.851852 | 1,872 | 20.4 | 202 | null |
null | 0 | 300.7 | 327.444444 | 1,925 | 20.5 | 9 | null |
null | 2 | 301.7 | 333.37037 | 1,563 | 34.5 | 139 | null |
null | 1 | 301.3 | 331.888889 | 1,428 | 55.2 | 88 | null |
null | 1 | 301.4 | 331.888889 | 1,698 | 29.6 | 99 | null |
null | 2 | 297.6 | 324.481482 | 1,683 | 31.6 | 79 | null |
null | 1 | 301.7 | 331.148148 | 1,406 | 46 | 112 | null |
null | 2 | 300.7 | 334.481482 | 1,441 | 40.6 | 33 | null |
null | 1 | 298.8 | 323.37037 | 1,490 | 35 | 29 | null |
null | 0 | 300.5 | 328.185185 | 1,324 | 72.8 | 159 | null |
null | 1 | 301.3 | 333 | 1,723 | 27.6 | 210 | null |
null | 2 | 297.5 | 321.518519 | 1,429 | 45.8 | 148 | null |
null | 1 | 302 | 333.37037 | 1,270 | 65.3 | 182 | null |
null | 1 | 300.5 | 328.185185 | 1,550 | 37.4 | 148 | null |
null | 0 | 302.6 | 332.62963 | 1,438 | 51 | 106 | null |
null | 1 | 301.3 | 330.037037 | 1,419 | 55.7 | 125 | null |
null | 1 | 301 | 337.074074 | 1,372 | 47 | 59 | null |
null | 1 | 300.9 | 329.666667 | 1,382 | 50.4 | 131 | null |
null | 1 | 297.4 | 322.62963 | 1,472 | 45.5 | 2 | null |
null | 2 | 303.8 | 339.666667 | 1,815 | 27.8 | 66 | null |
null | 1 | 300.4 | 335.222222 | 1,444 | 51.2 | 174 | null |
null | 0 | 300.6 | 331.518519 | 1,501 | 45.3 | 175 | null |
null | 1 | 301.9 | 332.62963 | 2,691 | 12.1 | 31 | null |
null | 1 | 303.6 | 337.444444 | 2,168 | 17.7 | 219 | null |
null | 2 | 299 | 330.037037 | 1,582 | 33.3 | 177 | null |
null | 1 | 298.5 | 327.074074 | 1,561 | 34.8 | 35 | null |
null | 1 | 297.7 | 324.111111 | 1,731 | 28.4 | 104 | null |
null | 0 | 300.3 | 327.814815 | 1,452 | 41.5 | 139 | null |
null | 1 | 297.8 | 319.296296 | 1,418 | 41.2 | 155 | null |
null | 2 | 300.1 | 334.111111 | 1,390 | 52.1 | 94 | null |
null | 1 | 297.9 | 328.185185 | 1,336 | 71.6 | 31 | null |
null | 1 | 300.3 | 325.962963 | 1,412 | 44.8 | 200 | null |
null | 1 | 299.2 | 331.518519 | 1,535 | 42.6 | 17 | null |
null | 2 | 297.5 | 323 | 1,350 | 52.2 | 157 | null |
null | 2 | 302.4 | 329.296296 | 1,577 | 35.8 | 136 | null |
null | 2 | 298.1 | 324.851852 | 1,323 | 51.7 | 88 | null |
null | 2 | 299.8 | 328.925926 | 1,397 | 48.1 | 164 | null |
null | 1 | 302.9 | 337.814815 | 1,923 | 23.9 | 244 | null |
null | 2 | 299 | 325.222222 | 1,351 | 52.2 | 44 | null |
null | 0 | 298.2 | 321.148148 | 1,462 | 45.5 | 171 | null |
null | 1 | 297 | 320.037037 | 1,575 | 37.4 | 98 | null |
null | 1 | 304.2 | 341.148148 | 1,668 | 35.7 | 180 | null |
null | 1 | 298.2 | 325.592593 | 1,568 | 36.3 | 166 | null |
null | 1 | 298.8 | 328.185185 | 1,463 | 40 | 90 | null |
null | 2 | 299.6 | 325.222222 | 1,539 | 36.1 | 76 | null |
null | 1 | 298 | 322.259259 | 1,365 | 52.9 | 218 | null |
null | 1 | 298.2 | 324.111111 | 1,447 | 48.4 | 51 | null |
null | 2 | 299.2 | 322.62963 | 1,582 | 45.5 | 107 | null |
null | 2 | 304.3 | 342.259259 | 1,585 | 32.1 | 202 | null |
null | 2 | 301.1 | 333 | 2,089 | 19.8 | 162 | null |
null | 2 | 298.9 | 329.666667 | 2,099 | 20 | 98 | null |
null | 2 | 302.2 | 333.740741 | 1,510 | 37.1 | 10 | null |
null | 1 | 302.6 | 334.851852 | 1,576 | 34.7 | 182 | null |
null | 1 | 303.5 | 338.185185 | 1,380 | 46.1 | 166 | null |
null | 2 | 301.9 | 327.444444 | 1,439 | 41.7 | 201 | null |
null | 2 | 298.8 | 327.814815 | 1,439 | 45.8 | 81 | null |
null | 2 | 299 | 330.037037 | 1,689 | 29.7 | 101 | null |
null | 1 | 301.6 | 331.148148 | 1,478 | 36.6 | 218 | null |
null | 0 | 300.7 | 327.074074 | 2,007 | 19.7 | 2 | null |
null | 1 | 298.9 | 323.740741 | 1,481 | 40.7 | 124 | null |
null | 2 | 297.5 | 321.888889 | 1,334 | 72 | 151 | null |
null | 1 | 302.9 | 337.074074 | 1,677 | 30.5 | 46 | null |
null | 1 | 300 | 326.703704 | 2,010 | 20 | 55 | null |
null | 1 | 299.3 | 324.111111 | 1,408 | 48.7 | 85 | null |
null | 2 | 298.9 | 326.333333 | 1,632 | 32.5 | 55 | null |
null | 1 | 299.7 | 325.962963 | 1,631 | 35.1 | 177 | null |
null | 0 | 302.8 | 337.814815 | 1,411 | 53.8 | 246 | null |
null | 1 | 300.3 | 335.222222 | 1,571 | 31.2 | 123 | null |
null | 1 | 301 | 333.740741 | 1,349 | 47 | 71 | null |
null | 1 | 303.4 | 335.222222 | 1,793 | 25.8 | 161 | null |
null | 2 | 298.8 | 327.444444 | 1,692 | 31.9 | 167 | null |
null | 1 | 296.9 | 320.037037 | 1,452 | 45.7 | 122 | null |
null | 2 | 300.1 | 333.740741 | 1,518 | 40.2 | 130 | null |
null | 1 | 299.3 | 323.37037 | 1,589 | 32.7 | 74 | null |
null | 1 | 298 | 320.407407 | 1,529 | 34.1 | 11 | null |
null | 1 | 298.5 | 327.814815 | 1,437 | 42.6 | 120 | null |
null | 2 | 300.8 | 335.962963 | 1,621 | 28.3 | 211 | null |
null | 0 | 299.8 | 332.259259 | 1,427 | 47.2 | 168 | null |
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