UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.1 | 326.703704 | 1,858 | 23.6 | 26 | null |
null | 2 | 302.7 | 333 | 1,297 | 60.7 | 125 | null |
null | 2 | 301.5 | 331.148148 | 1,382 | 58.1 | 67 | null |
null | 1 | 295.6 | 314.481482 | 1,383 | 48.7 | 147 | null |
null | 1 | 300.2 | 327.074074 | 1,356 | 51.1 | 133 | null |
null | 2 | 302.4 | 332.62963 | 1,464 | 44.2 | 106 | null |
null | 0 | 299.6 | 332.62963 | 1,714 | 30.2 | 128 | null |
null | 2 | 300.9 | 334.111111 | 1,532 | 41.5 | 126 | null |
null | 2 | 297.2 | 321.148148 | 1,747 | 29 | 188 | null |
null | 1 | 303.5 | 334.851852 | 1,428 | 46.2 | 139 | null |
null | 1 | 297.1 | 322.259259 | 1,402 | 51.2 | 186 | null |
null | 2 | 302.2 | 332.259259 | 1,488 | 44.2 | 57 | null |
null | 2 | 301 | 332.259259 | 2,047 | 17.9 | 178 | null |
null | 1 | 301.3 | 332.62963 | 1,856 | 21.9 | 189 | null |
null | 1 | 302 | 332.62963 | 1,632 | 34.2 | 18 | null |
null | 0 | 302.2 | 331.518519 | 1,413 | 48.9 | 114 | null |
null | 2 | 297.5 | 323 | 1,596 | 36.6 | 80 | null |
null | 1 | 297.4 | 323 | 1,369 | 50.6 | 220 | null |
null | 2 | 303.4 | 336.703704 | 1,499 | 39.4 | 197 | null |
null | 1 | 298.2 | 321.888889 | 1,622 | 34.9 | 67 | null |
null | 1 | 297.5 | 322.62963 | 1,435 | 40.3 | 197 | null |
null | 2 | 300.5 | 328.555556 | 1,343 | 63.7 | 124 | null |
null | 2 | 303.3 | 337.814815 | 1,505 | 38.9 | 68 | null |
null | 1 | 301.9 | 332.259259 | 1,379 | 54.8 | 99 | null |
null | 1 | 297.8 | 320.777778 | 1,573 | 37.9 | 33 | null |
null | 1 | 300 | 334.481482 | 1,749 | 28.3 | 83 | null |
null | 2 | 298.6 | 328.185185 | 1,430 | 43.1 | 80 | null |
null | 0 | 303.5 | 334.851852 | 1,466 | 47 | 80 | null |
null | 1 | 303.8 | 338.555556 | 1,735 | 25.9 | 154 | null |
null | 1 | 301.5 | 332.62963 | 1,494 | 45.3 | 99 | null |
null | 1 | 297.5 | 324.481482 | 1,603 | 36.7 | 184 | null |
null | 0 | 303.7 | 335.962963 | 1,332 | 52.7 | 66 | null |
null | 2 | 299.6 | 324.851852 | 1,568 | 35.3 | 77 | null |
null | 2 | 300.8 | 336.333333 | 1,274 | 67.3 | 159 | null |
null | 2 | 302.5 | 335.962963 | 1,347 | 54.3 | 125 | null |
null | 1 | 304.1 | 342.259259 | 1,382 | 46.7 | 134 | null |
null | 2 | 297.5 | 326.703704 | 1,433 | 48.3 | 139 | null |
null | 2 | 300.5 | 335.962963 | 1,670 | 26.3 | 89 | null |
null | 2 | 304.4 | 342.259259 | 1,510 | 38.9 | 199 | null |
null | 2 | 297 | 321.888889 | 1,573 | 34.9 | 93 | null |
null | 2 | 300.7 | 331.888889 | 1,469 | 46.4 | 75 | null |
null | 1 | 300 | 330.407407 | 1,505 | 44.9 | 133 | null |
null | 2 | 298.1 | 324.111111 | 1,547 | 38.9 | 0 | null |
null | 1 | 301.2 | 331.888889 | 1,392 | 52.6 | 23 | null |
null | 0 | 302.3 | 332.259259 | 1,366 | 48.4 | 130 | null |
null | 2 | 302.2 | 333.37037 | 1,347 | 49.8 | 94 | null |
null | 0 | 300.9 | 335.962963 | 2,140 | 16.5 | 43 | null |
null | 1 | 300.3 | 325.962963 | 1,462 | 51.4 | 48 | null |
null | 1 | 302 | 333.37037 | 1,845 | 27.3 | 45 | null |
null | 1 | 298.2 | 320.777778 | 1,627 | 31.5 | 64 | null |
null | 1 | 297.7 | 318.555556 | 1,444 | 40 | 17 | null |
null | 0 | 298 | 321.888889 | 1,440 | 43.7 | 37 | null |
null | 1 | 300.7 | 331.518519 | 1,314 | 42.4 | 198 | null |
null | 2 | 296.9 | 321.148148 | 1,385 | 44.8 | 144 | null |
null | 1 | 300.5 | 328.555556 | 1,480 | 40 | 148 | null |
null | 1 | 300.7 | 331.148148 | 1,447 | 40.7 | 82 | null |
null | 1 | 299.3 | 325.592593 | 1,388 | 45.5 | 123 | null |
null | 2 | 302.3 | 333.37037 | 1,405 | 47.7 | 88 | null |
null | 1 | 298 | 320.407407 | 1,435 | 45.6 | 184 | null |
null | 2 | 300 | 330.407407 | 1,385 | 52.1 | 128 | null |
null | 1 | 299.8 | 326.333333 | 1,291 | 56.4 | 188 | null |
null | 2 | 297.7 | 325.592593 | 1,732 | 28.1 | 167 | null |
null | 0 | 301.4 | 330.777778 | 1,421 | 43.8 | 182 | null |
null | 1 | 298.8 | 328.925926 | 1,423 | 42.1 | 154 | null |
null | 1 | 298.2 | 324.481482 | 1,498 | 36 | 39 | null |
null | 2 | 296.4 | 318.555556 | 2,071 | 19.4 | 183 | null |
null | 1 | 300.1 | 334.111111 | 1,484 | 43.1 | 13 | null |
null | 1 | 300.3 | 325.592593 | 1,368 | 46 | 171 | null |
null | 1 | 297.8 | 325.222222 | 1,340 | 56.9 | 6 | null |
null | 1 | 301.5 | 333 | 1,434 | 49.6 | 129 | null |
null | 2 | 297.1 | 323 | 1,502 | 37.3 | 181 | null |
null | 2 | 299.3 | 324.111111 | 1,289 | 51.5 | 185 | null |
null | 1 | 300.8 | 336.333333 | 1,496 | 40 | 175 | null |
null | 1 | 298.9 | 328.555556 | 1,592 | 32 | 60 | null |
null | 1 | 300.4 | 330.407407 | 1,486 | 46.3 | 48 | null |
null | 1 | 298.8 | 329.666667 | 1,504 | 41 | 51 | null |
null | 1 | 301.4 | 330.407407 | 1,543 | 40.9 | 190 | null |
null | 1 | 303.9 | 340.777778 | 1,345 | 48.2 | 77 | null |
null | 1 | 299.7 | 326.703704 | 1,445 | 42.9 | 55 | null |
null | 2 | 296.9 | 320.777778 | 1,426 | 50.7 | 130 | null |
null | 1 | 303.7 | 339.296296 | 1,364 | 46.3 | 44 | null |
null | 1 | 301.2 | 337.444444 | 1,528 | 38.4 | 85 | null |
null | 1 | 298.7 | 328.555556 | 1,593 | 42.5 | 146 | null |
null | 0 | 298.6 | 327.814815 | 1,463 | 39.1 | 66 | null |
null | 1 | 297.9 | 320.777778 | 1,499 | 37.5 | 78 | null |
null | 1 | 298.2 | 324.851852 | 1,336 | 45 | 66 | null |
null | 0 | 298.2 | 325.222222 | 1,562 | 37.7 | 36 | null |
null | 1 | 298.1 | 325.222222 | 1,502 | 40.9 | 153 | null |
null | 2 | 297.6 | 322.62963 | 1,467 | 36.7 | 68 | null |
null | 0 | 298.8 | 323.740741 | 1,449 | 49.4 | 150 | null |
null | 2 | 297.8 | 322.62963 | 1,567 | 35.6 | 131 | null |
null | 0 | 298.4 | 323.37037 | 1,398 | 47.1 | 122 | null |
null | 1 | 304.2 | 341.888889 | 1,438 | 50.1 | 100 | null |
null | 1 | 297.5 | 323.37037 | 1,335 | 48 | 131 | null |
null | 2 | 298.8 | 328.925926 | 1,529 | 38.5 | 77 | null |
null | 1 | 300.7 | 333.37037 | 1,457 | 51.4 | 61 | null |
null | 1 | 303.7 | 337.444444 | 1,606 | 37.4 | 103 | null |
null | 2 | 300.2 | 326.703704 | 1,433 | 48.8 | 191 | null |
null | 2 | 298.8 | 328.185185 | 1,534 | 37 | 47 | null |
null | 2 | 300.4 | 330.777778 | 1,540 | 33.4 | 32 | null |
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