UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 298 | 324.851852 | 1,390 | 53.9 | 88 | null |
null | 1 | 300.8 | 331.888889 | 1,741 | 27.1 | 39 | null |
null | 1 | 297 | 322.259259 | 1,577 | 29.4 | 130 | null |
null | 2 | 299 | 329.666667 | 1,628 | 35.8 | 64 | null |
null | 1 | 300.1 | 326.333333 | 1,654 | 31 | 201 | null |
null | 2 | 297.4 | 323.740741 | 1,434 | 44.4 | 193 | null |
null | 0 | 301.8 | 328.555556 | 1,418 | 51.3 | 116 | null |
null | 1 | 300.5 | 328.185185 | 1,421 | 49.6 | 211 | null |
null | 1 | 299.2 | 323.37037 | 1,374 | 53.6 | 143 | null |
null | 2 | 300.9 | 330.777778 | 1,702 | 29.3 | 32 | null |
null | 1 | 298.8 | 331.148148 | 1,602 | 39.1 | 211 | null |
null | 1 | 301.5 | 330.777778 | 1,702 | 28.7 | 135 | null |
null | 1 | 300.7 | 333.37037 | 1,399 | 47.9 | 80 | null |
null | 2 | 299.3 | 325.222222 | 1,496 | 43.4 | 67 | null |
null | 2 | 303.5 | 339.666667 | 1,530 | 34.5 | 110 | null |
null | 2 | 299 | 328.925926 | 1,338 | 56.4 | 29 | null |
null | 0 | 298.8 | 328.185185 | 1,437 | 48.2 | 164 | null |
null | 1 | 302.6 | 331.148148 | 1,549 | 37.5 | 199 | null |
null | 1 | 298.1 | 320.407407 | 1,705 | 29.1 | 109 | null |
null | 2 | 300.8 | 331.888889 | 1,415 | 44.5 | 87 | null |
null | 1 | 298.4 | 321.148148 | 1,743 | 27.3 | 134 | null |
null | 1 | 300.1 | 334.481482 | 1,434 | 40.8 | 80 | null |
null | 1 | 303.7 | 338.185185 | 1,397 | 45.7 | 187 | null |
null | 2 | 300.2 | 325.592593 | 1,406 | 42.2 | 40 | null |
null | 1 | 300.7 | 330.037037 | 1,458 | 40 | 207 | null |
null | 1 | 299.6 | 326.703704 | 1,643 | 32.9 | 145 | null |
null | 1 | 297.9 | 319.296296 | 1,606 | 35.5 | 14 | null |
null | 1 | 303.7 | 337.444444 | 1,511 | 38.9 | 117 | null |
null | 0 | 300.3 | 334.851852 | 1,339 | 53.4 | 123 | null |
null | 0 | 300.7 | 337.074074 | 1,335 | 49 | 62 | null |
null | 1 | 301.7 | 332.62963 | 1,585 | 35.9 | 185 | null |
null | 1 | 298.2 | 325.222222 | 1,596 | 37.2 | 87 | null |
null | 2 | 300.2 | 334.851852 | 1,533 | 46.4 | 24 | null |
null | 1 | 300.7 | 333 | 2,478 | 13.4 | 170 | null |
null | 1 | 299.1 | 331.148148 | 1,818 | 24.1 | 173 | null |
null | 1 | 298.5 | 326.703704 | 1,517 | 40.2 | 45 | null |
null | 1 | 301.5 | 331.518519 | 1,408 | 47.3 | 79 | null |
null | 1 | 300.7 | 329.296296 | 1,721 | 32.3 | 170 | null |
null | 1 | 302 | 332.259259 | 1,378 | 53.1 | 212 | null |
null | 1 | 302.9 | 332.62963 | 1,820 | 24.6 | 128 | null |
null | 2 | 300.7 | 331.148148 | 1,572 | 38.5 | 50 | null |
null | 1 | 300.7 | 329.666667 | 1,286 | 64.9 | 160 | null |
null | 1 | 296.7 | 321.518519 | 1,451 | 50.7 | 197 | null |
null | 2 | 297.5 | 324.111111 | 1,697 | 28.1 | 107 | null |
null | 1 | 297.3 | 322.259259 | 1,754 | 26.8 | 125 | null |
null | 1 | 297.5 | 324.111111 | 1,456 | 44.7 | 29 | null |
null | 2 | 300.2 | 327.074074 | 1,434 | 51.5 | 189 | null |
null | 1 | 297.8 | 324.851852 | 1,506 | 33.5 | 26 | null |
null | 1 | 300.2 | 328.555556 | 1,566 | 36.4 | 170 | null |
null | 2 | 297.9 | 324.111111 | 1,751 | 26.6 | 111 | null |
null | 1 | 301.9 | 332.62963 | 1,642 | 33.1 | 126 | null |
null | 1 | 302.4 | 333.37037 | 1,404 | 52 | 57 | null |
null | 2 | 302.6 | 330.407407 | 1,451 | 43.1 | 35 | null |
null | 1 | 302.2 | 333 | 1,447 | 52.1 | 174 | null |
null | 1 | 299.4 | 325.962963 | 1,569 | 40.8 | 73 | null |
null | 1 | 301.5 | 331.148148 | 1,998 | 20.2 | 210 | null |
null | 2 | 301.1 | 328.925926 | 1,433 | 48.1 | 14 | null |
null | 1 | 301.8 | 331.518519 | 1,461 | 44.2 | 49 | null |
null | 1 | 298.9 | 329.666667 | 1,359 | 56.9 | 166 | null |
null | 1 | 297.5 | 323 | 1,633 | 33.3 | 213 | null |
null | 0 | 299.7 | 327.444444 | 1,553 | 41 | 179 | null |
null | 1 | 300.5 | 327.074074 | 1,795 | 27.7 | 117 | null |
null | 1 | 300.7 | 330.037037 | 1,592 | 36 | 14 | null |
null | 1 | 297.7 | 324.111111 | 1,474 | 46.8 | 188 | null |
null | 2 | 298.5 | 327.444444 | 1,492 | 41.7 | 100 | null |
null | 1 | 297.2 | 321.148148 | 1,493 | 38.4 | 146 | null |
null | 1 | 299 | 330.037037 | 1,577 | 40 | 181 | null |
null | 1 | 298.7 | 329.666667 | 1,402 | 45.9 | 30 | null |
null | 1 | 299.4 | 325.592593 | 1,957 | 22.1 | 55 | null |
null | 1 | 299.2 | 328.555556 | 1,516 | 41.4 | 219 | null |
null | 1 | 302.3 | 335.222222 | 1,510 | 38.7 | 141 | null |
null | 1 | 299.6 | 325.222222 | 1,372 | 60.4 | 149 | null |
null | 2 | 297.5 | 323.37037 | 1,496 | 42.2 | 22 | null |
null | 1 | 297.8 | 326.333333 | 2,015 | 20.1 | 161 | null |
null | 1 | 298.5 | 324.481482 | 1,589 | 30.6 | 11 | null |
null | 0 | 301.9 | 332.62963 | 1,672 | 29.9 | 13 | null |
null | 0 | 300.6 | 336.703704 | 1,354 | 46.9 | 138 | null |
null | 2 | 301 | 327.444444 | 1,588 | 32.7 | 138 | null |
null | 1 | 303.3 | 334.481482 | 1,601 | 35.2 | 10 | null |
null | 0 | 297.1 | 322.259259 | 1,790 | 30.3 | 128 | null |
null | 1 | 302 | 330.407407 | 1,464 | 47.2 | 159 | null |
null | 1 | 302 | 330.407407 | 1,895 | 23.2 | 161 | null |
null | 1 | 300.6 | 332.62963 | 1,543 | 34.7 | 89 | null |
null | 1 | 298.1 | 328.925926 | 1,553 | 40.9 | 49 | null |
null | 2 | 301.7 | 328.925926 | 1,391 | 50.6 | 195 | null |
null | 0 | 297.9 | 324.111111 | 1,545 | 35.9 | 120 | null |
null | 2 | 299.1 | 329.666667 | 1,456 | 48.4 | 101 | null |
null | 1 | 298.4 | 324.851852 | 1,628 | 34.9 | 93 | null |
null | 2 | 299.3 | 331.148148 | 1,609 | 31.4 | 99 | null |
null | 1 | 302.4 | 332.62963 | 1,486 | 40.4 | 192 | null |
null | 0 | 297.5 | 326.703704 | 1,368 | 45.3 | 129 | null |
null | 2 | 299.9 | 327.074074 | 1,412 | 57.9 | 59 | null |
null | 1 | 297.5 | 326.333333 | 1,479 | 39.4 | 22 | null |
null | 2 | 300.1 | 325.222222 | 1,612 | 33 | 34 | null |
null | 1 | 300.2 | 334.111111 | 1,483 | 44.4 | 141 | null |
null | 2 | 295.9 | 316.333333 | 1,532 | 38.6 | 104 | null |
null | 2 | 300.7 | 332.259259 | 1,468 | 41.8 | 112 | null |
null | 0 | 300.8 | 333.37037 | 2,237 | 17 | 95 | null |
null | 1 | 301.2 | 331.148148 | 1,670 | 30 | 40 | null |
null | 1 | 301.1 | 329.666667 | 1,496 | 43.4 | 54 | null |
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