UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 302.2 | 334.851852 | 1,462 | 50 | 51 | null |
null | 1 | 295.6 | 314.851852 | 1,287 | 54.8 | 49 | null |
null | 1 | 299.2 | 323.37037 | 1,487 | 41.2 | 140 | null |
null | 2 | 302.9 | 338.185185 | 1,903 | 21.2 | 23 | null |
null | 1 | 300.7 | 331.148148 | 1,491 | 43.2 | 187 | null |
null | 1 | 298.2 | 325.962963 | 1,922 | 22.6 | 132 | null |
null | 2 | 299.6 | 326.333333 | 1,553 | 32.4 | 112 | null |
null | 2 | 298.1 | 321.518519 | 1,686 | 29.3 | 35 | null |
null | 1 | 300 | 333.740741 | 1,407 | 47.3 | 208 | null |
null | 2 | 300.8 | 326.703704 | 1,342 | 62.4 | 113 | null |
null | 0 | 300.4 | 328.555556 | 2,563 | 12.8 | 81 | null |
null | 1 | 302.1 | 330.777778 | 1,696 | 30.9 | 107 | null |
null | 2 | 297.7 | 324.851852 | 1,530 | 39.1 | 108 | null |
null | 2 | 302.3 | 332.62963 | 1,546 | 35.5 | 70 | null |
null | 0 | 298.9 | 327.444444 | 1,600 | 33.5 | 175 | null |
null | 2 | 300.7 | 332.62963 | 1,334 | 53.9 | 150 | null |
null | 1 | 297.4 | 324.111111 | 1,584 | 38.2 | 154 | null |
null | 0 | 298.8 | 328.185185 | 1,911 | 21.6 | 126 | null |
null | 2 | 302 | 330.407407 | 1,828 | 26.3 | 82 | null |
null | 1 | 302.2 | 331.148148 | 1,386 | 50 | 132 | null |
null | 2 | 296.9 | 321.148148 | 2,010 | 18.9 | 86 | null |
null | 1 | 299 | 323 | 1,571 | 38.6 | 5 | null |
null | 2 | 300.3 | 329.666667 | 1,442 | 39.5 | 4 | null |
null | 1 | 300.8 | 331.518519 | 1,586 | 33.4 | 142 | null |
null | 2 | 296.9 | 321.518519 | 1,497 | 44.8 | 57 | null |
null | 2 | 300.8 | 331.518519 | 1,386 | 42.1 | 170 | null |
null | 1 | 300.4 | 327.814815 | 1,679 | 30.1 | 136 | null |
null | 1 | 298.9 | 324.111111 | 1,546 | 43.4 | 114 | null |
null | 2 | 298.5 | 326.333333 | 1,692 | 26.7 | 118 | null |
null | 1 | 298.3 | 324.851852 | 1,862 | 27 | 172 | null |
null | 1 | 299.5 | 325.962963 | 1,816 | 23 | 15 | null |
null | 1 | 299.5 | 325.592593 | 1,415 | 49.2 | 8 | null |
null | 2 | 300.9 | 333.740741 | 1,801 | 24.6 | 100 | null |
null | 1 | 302.2 | 333.37037 | 1,630 | 36 | 169 | null |
null | 0 | 298.2 | 325.222222 | 1,524 | 39.1 | 100 | null |
null | 2 | 301.7 | 328.555556 | 1,533 | 40.9 | 106 | null |
null | 1 | 295.5 | 314.111111 | 1,546 | 35.9 | 169 | null |
null | 1 | 300.9 | 330.777778 | 1,616 | 33.5 | 25 | null |
null | 1 | 300.3 | 334.851852 | 1,709 | 29.5 | 27 | null |
null | 1 | 299.1 | 323.740741 | 1,611 | 31.4 | 161 | null |
null | 1 | 299 | 328.555556 | 1,548 | 34.5 | 214 | null |
null | 1 | 302.2 | 334.111111 | 1,499 | 37.7 | 55 | null |
null | 1 | 297.5 | 324.851852 | 1,466 | 43 | 15 | null |
null | 1 | 301.7 | 331.518519 | 2,023 | 20.9 | 5 | null |
null | 1 | 302.6 | 330.407407 | 1,478 | 47.7 | 189 | null |
null | 1 | 301.1 | 333 | 1,470 | 40.9 | 125 | null |
null | 1 | 297.3 | 323.37037 | 1,398 | 60.4 | 12 | null |
null | 1 | 303.1 | 333.37037 | 1,452 | 52.9 | 11 | null |
null | 0 | 301 | 331.148148 | 1,366 | 50.6 | 106 | null |
null | 1 | 302.1 | 334.111111 | 1,446 | 39.7 | 95 | null |
null | 1 | 297.4 | 323.37037 | 1,399 | 61.5 | 61 | null |
null | 1 | 301.4 | 330.407407 | 1,579 | 36.9 | 133 | null |
null | 1 | 299 | 329.666667 | 1,533 | 43.5 | 159 | null |
null | 1 | 299 | 330.037037 | 1,475 | 42.4 | 93 | null |
null | 1 | 300.2 | 334.481482 | 1,639 | 31.1 | 31 | null |
null | 0 | 302.2 | 334.481482 | 1,482 | 42.6 | 16 | null |
null | 0 | 296.8 | 320.777778 | 1,627 | 30.5 | 117 | null |
null | 1 | 297.1 | 321.518519 | 1,467 | 42.8 | 169 | null |
null | 0 | 301.3 | 328.925926 | 1,532 | 36.3 | 2 | null |
null | 1 | 298.8 | 329.296296 | 1,607 | 39.5 | 105 | null |
null | 1 | 302.2 | 333.37037 | 1,649 | 33.2 | 9 | null |
null | 1 | 302.3 | 332.62963 | 1,412 | 47 | 164 | null |
null | 1 | 295.6 | 314.111111 | 1,419 | 51.1 | 7 | null |
null | 1 | 302.8 | 336.703704 | 1,958 | 20.3 | 56 | null |
null | 1 | 300.5 | 328.185185 | 1,507 | 42.5 | 117 | null |
null | 2 | 298.6 | 327.814815 | 1,314 | 49.7 | 136 | null |
null | 1 | 297.8 | 318.555556 | 1,880 | 23 | 176 | null |
null | 2 | 300.8 | 327.814815 | 1,258 | 54.9 | 168 | null |
null | 1 | 298.9 | 330.407407 | 1,739 | 26.3 | 30 | null |
null | 1 | 301.4 | 331.518519 | 1,487 | 44.6 | 88 | null |
null | 1 | 301.9 | 331.148148 | 1,467 | 39.3 | 32 | null |
null | 2 | 301.9 | 332.259259 | 1,317 | 51.9 | 40 | null |
null | 1 | 302.8 | 336.703704 | 1,441 | 52.1 | 79 | null |
null | 2 | 297.4 | 323 | 1,340 | 52.6 | 15 | null |
null | 0 | 299.9 | 330.037037 | 1,535 | 43.9 | 154 | null |
null | 2 | 298.7 | 327.444444 | 1,382 | 48.1 | 186 | null |
null | 1 | 298.7 | 323.37037 | 1,616 | 30.2 | 34 | null |
null | 1 | 295.5 | 314.111111 | 1,621 | 29.5 | 176 | null |
null | 1 | 298.9 | 330.037037 | 1,456 | 44.1 | 118 | null |
null | 1 | 300.4 | 331.148148 | 1,384 | 48.7 | 24 | null |
null | 2 | 300.6 | 327.444444 | 1,503 | 38.4 | 68 | null |
null | 0 | 299.4 | 326.333333 | 1,534 | 37.5 | 39 | null |
null | 0 | 301.3 | 329.296296 | 1,455 | 44.1 | 188 | null |
null | 1 | 303.5 | 337.444444 | 1,584 | 35.2 | 74 | null |
null | 1 | 297.4 | 323.37037 | 1,643 | 33.8 | 132 | null |
null | 1 | 301.4 | 331.148148 | 1,557 | 38.2 | 157 | null |
null | 1 | 300 | 333.740741 | 1,520 | 39.2 | 43 | null |
null | 1 | 298.1 | 323.740741 | 1,558 | 42.4 | 14 | null |
null | 1 | 300.4 | 327.074074 | 1,447 | 39.3 | 110 | null |
null | 2 | 301.5 | 330.777778 | 1,503 | 38.2 | 200 | null |
null | 1 | 301.5 | 331.148148 | 1,519 | 40.7 | 208 | null |
null | 1 | 303.6 | 336.333333 | 1,827 | 23.3 | 103 | null |
null | 1 | 298.1 | 321.518519 | 1,704 | 30.9 | 61 | null |
null | 1 | 300.3 | 335.222222 | 1,579 | 33.6 | 59 | null |
null | 0 | 302.9 | 337.444444 | 1,417 | 48.7 | 26 | null |
null | 1 | 297.8 | 320.777778 | 1,383 | 56.5 | 98 | null |
null | 1 | 297 | 321.148148 | 1,635 | 31.6 | 147 | null |
null | 1 | 299.1 | 324.851852 | 1,680 | 27.2 | 110 | null |
null | 2 | 301.5 | 331.518519 | 1,744 | 28.2 | 61 | null |
null | 1 | 299.8 | 333.37037 | 2,142 | 16.6 | 144 | null |
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