UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 302.3 | 332.62963 | 1,329 | 51.5 | 154 | null |
null | 1 | 297.2 | 323 | 1,605 | 30 | 183 | null |
null | 0 | 298.3 | 324.851852 | 1,706 | 31.8 | 8 | null |
null | 0 | 300.9 | 336.333333 | 2,129 | 17.8 | 173 | null |
null | 1 | 302.6 | 334.481482 | 1,427 | 38.9 | 213 | null |
null | 0 | 300.4 | 328.185185 | 1,448 | 39.7 | 107 | null |
null | 1 | 298.8 | 323.740741 | 1,631 | 32.4 | 38 | null |
null | 1 | 300 | 327.074074 | 1,717 | 28.3 | 48 | null |
null | 1 | 297.2 | 321.148148 | 1,326 | 75.4 | 172 | null |
null | 2 | 303.6 | 339.296296 | 1,689 | 33.1 | 16 | null |
null | 2 | 297 | 321.518519 | 1,408 | 47.9 | 54 | null |
null | 2 | 297.4 | 323.37037 | 1,566 | 31.4 | 76 | null |
null | 1 | 295.8 | 315.222222 | 1,337 | 54.6 | 87 | null |
null | 2 | 300.7 | 333 | 1,608 | 35.3 | 167 | null |
null | 0 | 298.9 | 323.740741 | 1,623 | 31 | 180 | null |
null | 0 | 300.4 | 326.703704 | 1,487 | 38.9 | 185 | null |
null | 1 | 301.6 | 328.925926 | 1,566 | 30.3 | 79 | null |
null | 0 | 300.7 | 327.444444 | 1,403 | 51.3 | 174 | null |
null | 2 | 300.3 | 328.925926 | 1,409 | 43.2 | 9 | null |
null | 1 | 298.8 | 323.740741 | 1,593 | 35.5 | 175 | null |
null | 1 | 302.1 | 334.481482 | 1,533 | 39.4 | 26 | null |
null | 1 | 295.7 | 315.222222 | 1,490 | 34.3 | 97 | null |
null | 2 | 303.5 | 337.444444 | 1,532 | 41.7 | 32 | null |
null | 1 | 300.8 | 330.777778 | 1,434 | 44.5 | 89 | null |
null | 1 | 299.4 | 331.518519 | 1,551 | 41.2 | 3 | null |
null | 1 | 298.5 | 324.111111 | 1,575 | 33.9 | 128 | null |
null | 1 | 299.3 | 323.740741 | 1,605 | 37 | 78 | null |
null | 1 | 299.3 | 324.111111 | 1,579 | 36.3 | 211 | null |
null | 2 | 303.8 | 338.925926 | 1,919 | 20.2 | 131 | null |
null | 1 | 301.4 | 330.407407 | 1,689 | 30.6 | 110 | null |
null | 2 | 298.3 | 325.592593 | 1,632 | 32.7 | 0 | null |
null | 1 | 303 | 333 | 1,980 | 20.2 | 137 | null |
null | 1 | 298.8 | 328.555556 | 1,482 | 39.1 | 45 | null |
null | 1 | 297.2 | 323.37037 | 2,182 | 16.5 | 127 | null |
null | 2 | 302.9 | 337.444444 | 1,426 | 44.7 | 157 | null |
null | 1 | 301.6 | 331.518519 | 1,683 | 29.7 | 131 | null |
null | 1 | 301.3 | 333 | 1,504 | 39.1 | 2 | null |
null | 1 | 297.5 | 323 | 1,433 | 50 | 218 | null |
null | 2 | 297.6 | 325.222222 | 1,815 | 25.3 | 66 | null |
null | 1 | 300.5 | 330.777778 | 1,695 | 26.7 | 28 | null |
null | 2 | 297.5 | 323.37037 | 1,447 | 41.6 | 118 | null |
null | 2 | 299.7 | 333.37037 | 1,616 | 42.3 | 180 | null |
null | 1 | 298.3 | 321.888889 | 1,528 | 33.9 | 82 | null |
null | 2 | 299 | 330.037037 | 1,635 | 34.5 | 168 | null |
null | 2 | 299.2 | 323.740741 | 1,586 | 35.7 | 138 | null |
null | 2 | 299 | 324.851852 | 1,449 | 39.6 | 105 | null |
null | 2 | 300.8 | 330.777778 | 1,511 | 35.8 | 54 | null |
null | 2 | 302.3 | 334.851852 | 1,608 | 39.9 | 136 | null |
null | 2 | 295.4 | 313.740741 | 1,518 | 40.6 | 178 | null |
null | 2 | 298.6 | 325.592593 | 1,339 | 51.1 | 34 | null |
null | 1 | 297.4 | 321.518519 | 1,423 | 38 | 154 | null |
null | 1 | 300.2 | 328.185185 | 1,418 | 49.3 | 16 | null |
null | 2 | 298.2 | 324.851852 | 1,326 | 54.4 | 75 | null |
null | 1 | 296.9 | 322.62963 | 1,555 | 38.2 | 175 | null |
null | 2 | 299.3 | 332.259259 | 1,826 | 25.1 | 2 | null |
null | 0 | 297.3 | 322.62963 | 1,461 | 41.5 | 108 | null |
null | 1 | 297.4 | 324.111111 | 1,510 | 36.2 | 92 | null |
null | 2 | 301.8 | 328.185185 | 1,546 | 39.8 | 121 | null |
null | 0 | 295.6 | 314.111111 | 1,396 | 52.4 | 0 | null |
null | 2 | 301.1 | 330.777778 | 1,547 | 35.8 | 81 | null |
null | 0 | 298.9 | 331.148148 | 1,519 | 38.8 | 213 | null |
null | 1 | 297.2 | 323.740741 | 1,366 | 50.4 | 74 | null |
null | 0 | 300.4 | 327.074074 | 1,547 | 50.7 | 131 | null |
null | 1 | 298.8 | 325.592593 | 1,439 | 39.2 | 104 | null |
null | 1 | 301.6 | 333.37037 | 1,408 | 42.9 | 89 | null |
null | 1 | 299.3 | 325.592593 | 1,531 | 37.9 | 127 | null |
null | 1 | 300.5 | 334.851852 | 1,744 | 26.8 | 94 | null |
null | 0 | 299 | 324.111111 | 1,408 | 48.5 | 25 | null |
null | 2 | 301.6 | 331.518519 | 1,791 | 23.8 | 81 | null |
null | 1 | 295.6 | 314.851852 | 1,443 | 48.9 | 33 | null |
null | 2 | 299.7 | 331.518519 | 1,498 | 37.8 | 146 | null |
null | 1 | 300.9 | 332.62963 | 1,499 | 38 | 111 | null |
null | 2 | 298.4 | 326.703704 | 1,429 | 41.8 | 203 | null |
null | 1 | 299.8 | 327.074074 | 1,641 | 27.1 | 16 | null |
null | 1 | 302 | 328.185185 | 1,456 | 58.1 | 145 | null |
null | 1 | 300 | 325.222222 | 1,709 | 32.1 | 79 | null |
null | 0 | 300.7 | 337.814815 | 1,457 | 47.2 | 74 | null |
null | 1 | 296.8 | 322.62963 | 1,506 | 45.9 | 182 | null |
null | 2 | 297.4 | 326.333333 | 1,499 | 36.8 | 88 | null |
null | 1 | 301.5 | 331.148148 | 1,587 | 33.7 | 122 | null |
null | 1 | 302.3 | 332.62963 | 1,446 | 37.6 | 75 | null |
null | 0 | 298.9 | 329.296296 | 1,366 | 62.7 | 161 | null |
null | 2 | 301.9 | 332.259259 | 1,421 | 46.2 | 26 | null |
null | 1 | 304.3 | 341.888889 | 1,464 | 36.7 | 194 | null |
null | 2 | 302.2 | 331.888889 | 1,408 | 46.8 | 49 | null |
null | 1 | 302.4 | 332.62963 | 1,317 | 59.4 | 179 | null |
null | 1 | 297.6 | 323.37037 | 1,678 | 34.2 | 114 | null |
null | 2 | 302.3 | 335.592593 | 1,879 | 23 | 124 | null |
null | 1 | 300.1 | 327.814815 | 1,641 | 30.4 | 41 | null |
null | 1 | 303.5 | 338.925926 | 1,393 | 49.3 | 82 | null |
null | 2 | 298.5 | 324.481482 | 1,557 | 36 | 21 | null |
null | 1 | 300.5 | 334.851852 | 1,525 | 37.6 | 191 | null |
null | 0 | 297.8 | 324.851852 | 1,650 | 32.2 | 195 | null |
null | 1 | 298 | 320.037037 | 1,654 | 28.9 | 123 | null |
null | 1 | 304.1 | 342.259259 | 1,556 | 37.4 | 129 | null |
null | 1 | 302.2 | 333.740741 | 1,602 | 32.8 | 120 | null |
null | 0 | 301.4 | 330.037037 | 1,611 | 41.5 | 11 | null |
null | 2 | 300.6 | 326.703704 | 1,581 | 35.7 | 117 | null |
null | 2 | 301.5 | 330.407407 | 1,276 | 55.6 | 158 | null |
null | 1 | 298.9 | 331.148148 | 1,585 | 38.1 | 7 | null |
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