UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 300.6 | 329.666667 | 1,233 | 52.3 | 23 | null |
null | 1 | 300.8 | 331.148148 | 1,416 | 42.2 | 225 | null |
null | 1 | 297.8 | 328.555556 | 1,351 | 49 | 181 | null |
null | 2 | 299.5 | 332.259259 | 1,577 | 34.6 | 159 | null |
null | 1 | 303.5 | 334.851852 | 1,577 | 38.1 | 112 | null |
null | 2 | 297.2 | 321.888889 | 1,554 | 41.3 | 147 | null |
null | 1 | 299.9 | 325.222222 | 1,553 | 40 | 88 | null |
null | 1 | 298.3 | 325.592593 | 1,437 | 38 | 93 | null |
null | 1 | 300.4 | 327.444444 | 1,379 | 54.5 | 122 | null |
null | 2 | 300.2 | 329.296296 | 1,485 | 40.5 | 188 | null |
null | 2 | 301.5 | 330.777778 | 1,737 | 29.3 | 114 | null |
null | 1 | 298.5 | 327.074074 | 1,579 | 38.6 | 126 | null |
null | 2 | 300.7 | 335.962963 | 1,697 | 28.2 | 191 | null |
null | 1 | 299.6 | 329.666667 | 1,381 | 60.5 | 13 | null |
null | 1 | 301.1 | 330.777778 | 1,532 | 37.5 | 119 | null |
null | 1 | 300.8 | 337.814815 | 1,825 | 23.8 | 127 | null |
null | 2 | 298.1 | 324.481482 | 1,433 | 48.2 | 62 | null |
null | 1 | 299.7 | 333 | 1,554 | 41 | 192 | null |
null | 1 | 302.6 | 329.666667 | 1,923 | 21.5 | 18 | null |
null | 2 | 303.8 | 338.925926 | 1,500 | 41.7 | 125 | null |
null | 0 | 300.5 | 331.148148 | 1,378 | 51.5 | 166 | null |
null | 2 | 297.5 | 322.62963 | 1,622 | 37.2 | 103 | null |
null | 1 | 298.1 | 321.148148 | 1,517 | 40.8 | 50 | null |
null | 2 | 299.3 | 323.37037 | 1,422 | 45.4 | 37 | null |
null | 1 | 300.6 | 328.925926 | 1,438 | 53.8 | 103 | null |
null | 1 | 298.2 | 319.666667 | 1,470 | 51.3 | 180 | null |
null | 1 | 302.3 | 335.222222 | 1,701 | 27.5 | 145 | null |
null | 1 | 300.1 | 330.777778 | 1,532 | 36 | 109 | null |
null | 2 | 302.1 | 334.481482 | 1,341 | 50.8 | 99 | null |
null | 2 | 303.7 | 338.925926 | 1,396 | 47.3 | 158 | null |
null | 1 | 300.7 | 337.074074 | 1,590 | 38.5 | 148 | null |
null | 2 | 299.2 | 323.740741 | 1,631 | 35.4 | 64 | null |
null | 0 | 302.7 | 333 | 1,418 | 43.4 | 130 | null |
null | 1 | 302.8 | 337.814815 | 1,392 | 46.2 | 70 | null |
null | 2 | 301.2 | 331.518519 | 1,426 | 46.1 | 67 | null |
null | 2 | 303.9 | 340.037037 | 1,475 | 41 | 11 | null |
null | 2 | 300.4 | 332.62963 | 1,595 | 35.4 | 15 | null |
null | 1 | 298.5 | 326.333333 | 1,570 | 40.1 | 131 | null |
null | 1 | 302.2 | 333 | 1,351 | 48.6 | 110 | null |
null | 1 | 300.2 | 334.851852 | 1,529 | 35.5 | 21 | null |
null | 1 | 298.3 | 325.222222 | 1,519 | 40 | 96 | null |
null | 2 | 297.3 | 322.62963 | 1,459 | 59.6 | 207 | null |
null | 1 | 298.8 | 323.37037 | 1,527 | 36.2 | 3 | null |
null | 1 | 302.5 | 336.333333 | 1,574 | 33.8 | 63 | null |
null | 0 | 297 | 321.888889 | 1,517 | 41.4 | 222 | null |
null | 2 | 299.6 | 329.296296 | 1,455 | 46.1 | 76 | null |
null | 1 | 300.8 | 335.222222 | 1,578 | 31.4 | 219 | null |
null | 1 | 300.2 | 334.111111 | 1,463 | 37.5 | 145 | null |
null | 1 | 298.7 | 328.185185 | 1,530 | 35.5 | 0 | null |
null | 1 | 301.3 | 331.888889 | 1,531 | 53.4 | 57 | null |
null | 0 | 298 | 324.481482 | 1,411 | 53.8 | 73 | null |
null | 1 | 299.5 | 331.888889 | 1,571 | 38.2 | 74 | null |
null | 1 | 298.2 | 324.111111 | 2,186 | 17.8 | 31 | null |
null | 1 | 301 | 335.962963 | 1,889 | 23.5 | 198 | null |
null | 1 | 300.5 | 328.925926 | 1,451 | 48.6 | 208 | null |
null | 1 | 299.2 | 329.666667 | 1,458 | 47 | 183 | null |
null | 1 | 295.9 | 315.592593 | 1,575 | 28.5 | 74 | null |
null | 1 | 299.3 | 324.111111 | 1,802 | 26 | 130 | null |
null | 2 | 299.8 | 326.703704 | 1,401 | 48.1 | 143 | null |
null | 0 | 300.1 | 334.111111 | 1,377 | 56.7 | 50 | null |
null | 1 | 298.2 | 320.407407 | 1,503 | 38.3 | 87 | null |
null | 1 | 303.3 | 338.925926 | 1,262 | 63.8 | 100 | null |
null | 1 | 300.5 | 330.777778 | 1,515 | 36.6 | 54 | null |
null | 1 | 296.6 | 319.666667 | 1,582 | 37.9 | 197 | null |
null | 1 | 298.3 | 321.888889 | 1,505 | 46.1 | 80 | null |
null | 1 | 297.8 | 327.814815 | 1,394 | 42.9 | 206 | null |
null | 1 | 298.4 | 323.37037 | 1,741 | 32.8 | 112 | null |
null | 2 | 298 | 321.518519 | 1,555 | 37 | 111 | null |
null | 1 | 298.6 | 323 | 1,310 | 59.7 | 40 | null |
null | 1 | 301.1 | 327.444444 | 1,502 | 48.9 | 160 | null |
null | 2 | 300.2 | 333.740741 | 1,587 | 31.2 | 73 | null |
null | 1 | 295.6 | 314.481482 | 1,474 | 41.2 | 156 | null |
null | 1 | 298.4 | 328.925926 | 1,554 | 37.3 | 103 | null |
null | 1 | 298.9 | 330.407407 | 1,546 | 37.7 | 159 | null |
null | 1 | 300 | 333.740741 | 1,484 | 53.2 | 158 | null |
null | 1 | 298 | 320.037037 | 1,450 | 48.7 | 138 | null |
null | 1 | 298.3 | 321.888889 | 1,586 | 35.5 | 0 | null |
null | 2 | 303.6 | 339.296296 | 1,825 | 25.2 | 29 | null |
null | 2 | 297.1 | 323 | 1,432 | 53.4 | 199 | null |
null | 2 | 298 | 324.111111 | 1,494 | 42.6 | 96 | null |
null | 2 | 300.4 | 335.222222 | 1,555 | 38.7 | 5 | null |
null | 1 | 303.5 | 335.592593 | 1,451 | 45.2 | 173 | null |
null | 2 | 295.8 | 315.222222 | 1,444 | 45.5 | 76 | null |
null | 2 | 298.9 | 328.555556 | 1,404 | 41.4 | 20 | null |
null | 1 | 297.3 | 324.111111 | 1,531 | 36.7 | 116 | null |
null | 1 | 301 | 333.37037 | 1,363 | 46.3 | 62 | null |
null | 1 | 303.2 | 334.111111 | 1,324 | 54.2 | 228 | null |
null | 1 | 304.2 | 341.148148 | 1,410 | 51.6 | 47 | null |
null | 0 | 301.8 | 333 | 1,543 | 36.4 | 120 | null |
null | 1 | 297.6 | 323.740741 | 1,522 | 37 | 106 | null |
null | 2 | 300.6 | 334.111111 | 1,468 | 40.4 | 55 | null |
null | 1 | 300.8 | 335.962963 | 1,560 | 31.8 | 21 | null |
null | 2 | 300.9 | 335.962963 | 1,310 | 56.1 | 35 | null |
null | 2 | 298.1 | 324.111111 | 1,527 | 43 | 56 | null |
null | 0 | 300.5 | 326.333333 | 1,471 | 45.2 | 223 | null |
null | 2 | 297.9 | 320.037037 | 1,609 | 30.3 | 64 | null |
null | 0 | 299.8 | 326.333333 | 1,595 | 32.1 | 183 | null |
null | 1 | 301.3 | 331.148148 | 1,426 | 40.7 | 54 | null |
null | 1 | 299.8 | 333 | 1,820 | 24.9 | 174 | null |
null | 2 | 298.6 | 327.444444 | 1,397 | 54.1 | 47 | null |
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