UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 301 | 330.407407 | 1,665 | 30.9 | 177 | null |
null | 1 | 300 | 327.444444 | 1,618 | 28.7 | 53 | null |
null | 1 | 302.1 | 332.259259 | 1,658 | 30.3 | 186 | null |
null | 1 | 301.7 | 328.555556 | 1,524 | 46.6 | 104 | null |
null | 1 | 303.3 | 334.111111 | 1,732 | 25.6 | 232 | null |
null | 1 | 300.5 | 335.962963 | 1,576 | 31.1 | 149 | null |
null | 1 | 300.6 | 329.666667 | 1,318 | 51 | 8 | null |
null | 2 | 303.4 | 334.111111 | 1,606 | 29.6 | 122 | null |
null | 0 | 298.5 | 321.148148 | 1,260 | 54.2 | 141 | null |
null | 1 | 302.7 | 337.814815 | 1,360 | 47.8 | 11 | null |
null | 1 | 302.8 | 332.62963 | 1,564 | 38.5 | 85 | null |
null | 1 | 300.1 | 326.703704 | 1,694 | 27.4 | 44 | null |
null | 2 | 299.4 | 325.222222 | 1,939 | 19.8 | 204 | null |
null | 2 | 303.5 | 338.555556 | 1,405 | 51.6 | 62 | null |
null | 1 | 297.5 | 323 | 1,723 | 27.3 | 67 | null |
null | 2 | 298 | 319.666667 | 1,784 | 27.8 | 163 | null |
null | 1 | 302.2 | 331.888889 | 1,673 | 32.9 | 52 | null |
null | 2 | 301.8 | 331.888889 | 1,508 | 38.8 | 96 | null |
null | 2 | 297.4 | 323.37037 | 1,638 | 32.2 | 84 | null |
null | 1 | 298.6 | 327.444444 | 1,611 | 35.7 | 23 | null |
null | 1 | 302.2 | 334.481482 | 1,427 | 43.8 | 88 | null |
null | 1 | 300.9 | 331.148148 | 1,598 | 35.4 | 186 | null |
null | 1 | 300.1 | 327.814815 | 1,410 | 48.3 | 118 | null |
null | 1 | 302.6 | 336.703704 | 1,519 | 38.1 | 178 | null |
null | 2 | 300.3 | 328.925926 | 1,537 | 37.5 | 6 | null |
null | 1 | 299.8 | 333 | 1,300 | 64.2 | 165 | null |
null | 1 | 300.5 | 335.962963 | 1,710 | 28.4 | 158 | null |
null | 1 | 300.4 | 327.444444 | 1,432 | 44.7 | 192 | null |
null | 2 | 300.5 | 334.851852 | 1,456 | 51.1 | 193 | null |
null | 1 | 299.6 | 333 | 1,521 | 37.2 | 131 | null |
null | 1 | 298.6 | 322.62963 | 1,422 | 40.4 | 179 | null |
null | 2 | 299.9 | 325.962963 | 1,539 | 43.2 | 132 | null |
null | 1 | 301.9 | 332.62963 | 1,669 | 32.2 | 191 | null |
null | 1 | 303.6 | 338.925926 | 1,429 | 47.7 | 198 | null |
null | 1 | 300.6 | 334.481482 | 1,459 | 47 | 63 | null |
null | 0 | 301.9 | 328.185185 | 1,724 | 27.5 | 126 | null |
null | 1 | 298.6 | 328.185185 | 1,370 | 56 | 0 | null |
null | 1 | 298.6 | 329.296296 | 1,533 | 33.9 | 24 | null |
null | 1 | 300.6 | 330.037037 | 1,648 | 30.5 | 217 | null |
null | 2 | 297.3 | 322.259259 | 1,452 | 38.2 | 44 | null |
null | 2 | 302.5 | 336.333333 | 1,447 | 45.7 | 210 | null |
null | 1 | 300.2 | 334.851852 | 1,356 | 53.5 | 132 | null |
null | 1 | 298.1 | 320.777778 | 1,524 | 40.8 | 71 | null |
null | 2 | 300 | 334.111111 | 1,864 | 23.3 | 2 | null |
null | 1 | 299.5 | 331.518519 | 1,589 | 33.5 | 5 | null |
null | 1 | 298.1 | 320.777778 | 1,379 | 49.1 | 135 | null |
null | 1 | 299.3 | 323.740741 | 1,437 | 48.1 | 67 | null |
null | 0 | 298.6 | 327.444444 | 1,449 | 42.5 | 16 | null |
null | 2 | 300.7 | 327.074074 | 1,439 | 43.8 | 41 | null |
null | 1 | 301.5 | 330.777778 | 1,535 | 39 | 204 | null |
null | 1 | 300.6 | 336.333333 | 1,406 | 55.1 | 136 | null |
null | 1 | 296.6 | 319.296296 | 1,616 | 28 | 175 | null |
null | 0 | 300.8 | 328.555556 | 2,041 | 19.2 | 194 | null |
null | 2 | 300.5 | 327.814815 | 1,341 | 50.9 | 137 | null |
null | 0 | 300.1 | 334.111111 | 1,485 | 40.4 | 75 | null |
null | 0 | 299.3 | 324.481482 | 1,636 | 35.5 | 180 | null |
null | 1 | 302.1 | 332.259259 | 1,666 | 30.7 | 203 | null |
null | 1 | 300.5 | 334.111111 | 1,432 | 47.5 | 51 | null |
null | 1 | 300.9 | 332.259259 | 1,477 | 41.5 | 100 | null |
null | 2 | 301.6 | 332.259259 | 1,510 | 40.9 | 152 | null |
null | 1 | 301.7 | 328.185185 | 1,491 | 39.3 | 114 | null |
null | 1 | 302.8 | 331.148148 | 2,016 | 19.9 | 199 | null |
null | 2 | 299.2 | 323 | 1,476 | 32.7 | 101 | null |
null | 1 | 297.4 | 323 | 1,343 | 40 | 61 | null |
null | 2 | 302.4 | 336.703704 | 1,492 | 47.7 | 7 | null |
null | 1 | 297.6 | 322.62963 | 1,478 | 42.3 | 193 | null |
null | 1 | 298.5 | 328.185185 | 1,468 | 40.9 | 157 | null |
null | 1 | 298 | 325.962963 | 1,527 | 39.5 | 85 | null |
null | 1 | 297.9 | 320.037037 | 1,503 | 40.7 | 124 | null |
null | 2 | 296.9 | 321.148148 | 1,441 | 47.6 | 60 | null |
null | 1 | 300.2 | 327.814815 | 1,448 | 36.8 | 14 | null |
null | 1 | 297.1 | 323 | 1,550 | 37 | 167 | null |
null | 2 | 300.8 | 327.814815 | 1,680 | 28.2 | 189 | null |
null | 2 | 300.4 | 328.185185 | 1,421 | 47.2 | 0 | null |
null | 2 | 298.9 | 328.925926 | 1,456 | 43.8 | 15 | null |
null | 1 | 301 | 330.407407 | 1,563 | 34.4 | 124 | null |
null | 1 | 302.2 | 334.481482 | 1,481 | 40.4 | 93 | null |
null | 1 | 298.2 | 321.518519 | 1,411 | 42.4 | 48 | null |
null | 2 | 304.2 | 341.518519 | 1,329 | 54.5 | 75 | null |
null | 1 | 300.4 | 334.851852 | 1,200 | 76.6 | 3 | null |
null | 1 | 300.1 | 327.814815 | 1,680 | 33.8 | 140 | null |
null | 0 | 297 | 321.148148 | 1,448 | 45.6 | 172 | null |
null | 1 | 300.7 | 329.296296 | 1,542 | 35.5 | 191 | null |
null | 1 | 300.7 | 331.148148 | 1,540 | 52.7 | 85 | null |
null | 1 | 302.2 | 331.888889 | 2,203 | 16.6 | 47 | null |
null | 1 | 303.8 | 338.925926 | 1,414 | 41.7 | 190 | null |
null | 1 | 300.1 | 327.814815 | 1,601 | 35.8 | 160 | null |
null | 1 | 302.4 | 334.851852 | 1,622 | 35 | 68 | null |
null | 0 | 302.2 | 334.111111 | 1,625 | 35.4 | 70 | null |
null | 1 | 299.1 | 329.666667 | 1,352 | 52.8 | 41 | null |
null | 2 | 301.4 | 331.148148 | 1,459 | 46.9 | 27 | null |
null | 2 | 298.9 | 324.111111 | 1,772 | 28.4 | 177 | null |
null | 1 | 300.8 | 333.740741 | 1,462 | 41.4 | 75 | null |
null | 2 | 297.9 | 328.185185 | 1,693 | 29.9 | 35 | null |
null | 0 | 300.1 | 334.851852 | 1,589 | 37.9 | 37 | null |
null | 1 | 300.2 | 329.296296 | 1,649 | 30.5 | 43 | null |
null | 1 | 299 | 323.740741 | 1,648 | 30.8 | 98 | null |
null | 2 | 301.7 | 331.888889 | 1,954 | 21.6 | 198 | null |
null | 1 | 298 | 324.851852 | 1,578 | 35.6 | 153 | null |
null | 1 | 302.4 | 330.037037 | 1,480 | 45.8 | 123 | null |
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