UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 301.1 | 329.666667 | 1,850 | 27.7 | 44 | null |
null | 0 | 301.6 | 331.148148 | 1,555 | 40.4 | 139 | null |
null | 1 | 298.6 | 325.592593 | 1,537 | 35.7 | 198 | null |
null | 1 | 299.7 | 327.444444 | 1,359 | 50.7 | 161 | null |
null | 1 | 297.4 | 325.962963 | 1,437 | 40.4 | 117 | null |
null | 1 | 302.4 | 329.666667 | 1,400 | 53.7 | 175 | null |
null | 2 | 300 | 326.333333 | 1,413 | 40.7 | 117 | null |
null | 0 | 297.5 | 323.740741 | 1,481 | 38.8 | 14 | null |
null | 1 | 297.2 | 321.518519 | 1,474 | 43.7 | 162 | null |
null | 1 | 299.4 | 325.962963 | 1,489 | 42.3 | 114 | null |
null | 1 | 300.9 | 332.259259 | 1,601 | 34 | 181 | null |
null | 2 | 300.4 | 327.444444 | 1,675 | 35.5 | 164 | null |
null | 0 | 300.7 | 330.777778 | 1,476 | 43.1 | 134 | null |
null | 1 | 303.5 | 335.962963 | 1,515 | 39.2 | 24 | null |
null | 1 | 299.7 | 332.259259 | 1,384 | 48.2 | 188 | null |
null | 2 | 297.5 | 324.851852 | 1,280 | 48.5 | 19 | null |
null | 1 | 297.2 | 323.740741 | 1,652 | 32.1 | 52 | null |
null | 2 | 302.3 | 335.222222 | 1,639 | 36.6 | 121 | null |
null | 1 | 300.7 | 335.962963 | 1,462 | 39.7 | 181 | null |
null | 1 | 296.2 | 318.925926 | 1,711 | 29.9 | 42 | null |
null | 2 | 303.8 | 338.925926 | 1,364 | 49.3 | 167 | null |
null | 1 | 296.9 | 321.888889 | 1,422 | 48.7 | 215 | null |
null | 2 | 302.2 | 334.111111 | 1,398 | 47.2 | 202 | null |
null | 1 | 302.2 | 334.481482 | 1,489 | 38.3 | 35 | null |
null | 1 | 298.2 | 320.777778 | 1,575 | 35 | 137 | null |
null | 1 | 298 | 320.777778 | 1,839 | 22.7 | 79 | null |
null | 2 | 301 | 330.407407 | 1,793 | 25 | 142 | null |
null | 2 | 297.6 | 323 | 1,611 | 31 | 48 | null |
null | 1 | 298.1 | 324.111111 | 1,642 | 30.3 | 3 | null |
null | 1 | 303.4 | 335.962963 | 1,491 | 38.2 | 26 | null |
null | 1 | 298.9 | 329.296296 | 1,580 | 37.3 | 100 | null |
null | 0 | 302.5 | 333.740741 | 1,393 | 47.5 | 130 | null |
null | 1 | 301.5 | 331.888889 | 1,593 | 34.5 | 162 | null |
null | 1 | 297.7 | 324.481482 | 1,515 | 40.1 | 82 | null |
null | 1 | 302.1 | 333.740741 | 1,521 | 31.5 | 202 | null |
null | 0 | 303 | 333.37037 | 1,503 | 37 | 152 | null |
null | 2 | 299.8 | 328.185185 | 1,427 | 45.2 | 106 | null |
null | 2 | 297.5 | 326.703704 | 1,678 | 34.4 | 148 | null |
null | 1 | 299.2 | 324.481482 | 1,405 | 51.4 | 183 | null |
null | 2 | 299.9 | 325.962963 | 1,389 | 51.2 | 185 | null |
null | 0 | 303.3 | 335.592593 | 1,649 | 29.4 | 49 | null |
null | 1 | 300.4 | 328.185185 | 1,513 | 32.9 | 117 | null |
null | 2 | 303.1 | 337.444444 | 1,623 | 31.6 | 101 | null |
null | 1 | 301.7 | 329.296296 | 1,402 | 50.1 | 3 | null |
null | 2 | 303 | 333.740741 | 1,335 | 53.6 | 164 | null |
null | 1 | 302 | 331.518519 | 1,453 | 42.7 | 92 | null |
null | 1 | 302.3 | 334.111111 | 1,434 | 40.3 | 133 | null |
null | 0 | 300 | 327.074074 | 1,735 | 28.9 | 82 | null |
null | 2 | 300.9 | 331.518519 | 1,362 | 51.6 | 212 | null |
null | 2 | 296.6 | 320.407407 | 1,474 | 52.6 | 101 | null |
null | 1 | 300.9 | 327.814815 | 1,431 | 41.4 | 199 | null |
null | 1 | 298.1 | 320.407407 | 2,567 | 12.8 | 125 | null |
null | 2 | 300.4 | 327.814815 | 1,539 | 37.7 | 156 | null |
null | 1 | 297.4 | 323 | 1,588 | 32.5 | 207 | null |
null | 1 | 298.6 | 329.666667 | 1,569 | 36.3 | 10 | null |
null | 1 | 297.7 | 323 | 1,289 | 51.3 | 82 | null |
null | 1 | 300.5 | 336.333333 | 1,453 | 45.1 | 151 | null |
null | 1 | 304 | 339.296296 | 1,542 | 42.7 | 198 | null |
null | 1 | 303 | 333.37037 | 1,382 | 50.5 | 203 | null |
null | 1 | 303 | 333.37037 | 1,456 | 44 | 142 | null |
null | 0 | 299.6 | 329.296296 | 1,531 | 36.8 | 62 | null |
null | 1 | 298.6 | 328.185185 | 1,497 | 41.6 | 118 | null |
null | 1 | 298.2 | 320.777778 | 1,530 | 35.9 | 68 | null |
null | 1 | 300.9 | 330.407407 | 2,021 | 18.8 | 30 | null |
null | 1 | 297.2 | 323.740741 | 1,864 | 23.6 | 103 | null |
null | 1 | 299.2 | 323.37037 | 1,821 | 26.1 | 69 | null |
null | 1 | 298.2 | 323 | 1,310 | 61 | 189 | null |
null | 2 | 298.8 | 328.555556 | 1,415 | 53.2 | 194 | null |
null | 2 | 302 | 331.148148 | 1,563 | 41 | 184 | null |
null | 1 | 300.3 | 334.111111 | 1,346 | 51.1 | 147 | null |
null | 2 | 301.8 | 332.62963 | 1,756 | 26.7 | 33 | null |
null | 2 | 298.2 | 320.407407 | 1,952 | 21.6 | 93 | null |
null | 2 | 298.7 | 323.740741 | 1,722 | 24.7 | 64 | null |
null | 1 | 299.7 | 325.592593 | 1,475 | 40 | 123 | null |
null | 2 | 298 | 323.740741 | 1,376 | 55.7 | 214 | null |
null | 2 | 299.6 | 326.703704 | 1,642 | 30.3 | 80 | null |
null | 1 | 303.9 | 341.148148 | 1,526 | 40.7 | 164 | null |
null | 2 | 297.5 | 323.740741 | 1,486 | 45.9 | 78 | null |
null | 1 | 298.9 | 329.666667 | 1,362 | 53 | 185 | null |
null | 2 | 296.6 | 319.666667 | 1,566 | 35 | 201 | null |
null | 1 | 297 | 321.148148 | 1,529 | 42.2 | 157 | null |
null | 2 | 302 | 334.111111 | 1,587 | 35.9 | 30 | null |
null | 1 | 302.1 | 329.296296 | 1,753 | 28.9 | 176 | null |
null | 1 | 297.2 | 321.148148 | 1,441 | 40 | 195 | null |
null | 2 | 297.1 | 320.777778 | 1,443 | 43.9 | 137 | null |
null | 2 | 303.6 | 335.592593 | 1,659 | 34.7 | 94 | null |
null | 1 | 297.4 | 324.111111 | 2,874 | 4.2 | 118 | null |
null | 2 | 298 | 319.296296 | 1,463 | 46.5 | 182 | null |
null | 1 | 302.5 | 334.481482 | 1,985 | 18.8 | 190 | null |
null | 1 | 300.8 | 335.592593 | 1,928 | 21.8 | 209 | null |
null | 2 | 298.4 | 325.962963 | 1,399 | 45.2 | 125 | null |
null | 0 | 302.2 | 328.925926 | 1,468 | 43.6 | 38 | null |
null | 1 | 303.5 | 335.222222 | 1,620 | 31 | 141 | null |
null | 2 | 297.3 | 321.518519 | 1,598 | 29.4 | 148 | null |
null | 1 | 297.3 | 322.259259 | 1,754 | 29.4 | 123 | null |
null | 1 | 299.8 | 325.592593 | 1,485 | 39.9 | 207 | null |
null | 1 | 299.1 | 330.777778 | 1,437 | 43.1 | 40 | null |
null | 1 | 299 | 330.407407 | 1,371 | 53.8 | 228 | null |
null | 1 | 297 | 322.62963 | 1,492 | 48.1 | 137 | null |
null | 1 | 302.3 | 332.259259 | 1,720 | 28.1 | 178 | null |
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