UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 300.2 | 327.074074 | 1,417 | 41.1 | 129 | null |
null | 2 | 299.2 | 331.888889 | 1,502 | 39.8 | 177 | null |
null | 2 | 298.4 | 325.592593 | 1,576 | 38.8 | 167 | null |
null | 2 | 300 | 334.111111 | 1,692 | 29 | 216 | null |
null | 1 | 297.4 | 321.888889 | 1,729 | 31.7 | 204 | null |
null | 2 | 298.5 | 327.814815 | 1,557 | 37.7 | 86 | null |
null | 1 | 298.4 | 321.518519 | 1,380 | 47.6 | 130 | null |
null | 1 | 299.7 | 331.148148 | 1,737 | 26.1 | 144 | null |
null | 2 | 302.5 | 332.62963 | 1,387 | 52.1 | 116 | null |
null | 2 | 298.8 | 331.148148 | 1,640 | 33.8 | 9 | null |
null | 1 | 298.9 | 323.37037 | 1,459 | 43.1 | 147 | null |
null | 0 | 298.7 | 323 | 1,432 | 42.8 | 197 | null |
null | 1 | 302.3 | 334.481482 | 1,565 | 35.6 | 41 | null |
null | 1 | 296.9 | 320.037037 | 1,435 | 45 | 119 | null |
null | 1 | 298.1 | 320.407407 | 1,495 | 48.1 | 111 | null |
null | 1 | 297.7 | 324.851852 | 1,838 | 27.3 | 99 | null |
null | 2 | 297.9 | 325.222222 | 1,970 | 21.6 | 37 | null |
null | 2 | 304.1 | 340.777778 | 1,427 | 46.9 | 123 | null |
null | 1 | 302.8 | 337.444444 | 1,386 | 57.8 | 172 | null |
null | 1 | 298.9 | 325.592593 | 1,369 | 44.4 | 198 | null |
null | 2 | 300.1 | 335.222222 | 1,400 | 48.5 | 205 | null |
null | 2 | 304.1 | 341.518519 | 1,518 | 42.4 | 105 | null |
null | 1 | 301.4 | 332.259259 | 1,536 | 38.3 | 9 | null |
null | 2 | 296.7 | 320.777778 | 1,375 | 51.4 | 108 | null |
null | 2 | 297.1 | 323.37037 | 1,621 | 32.4 | 194 | null |
null | 1 | 299.1 | 330.407407 | 1,657 | 31 | 129 | null |
null | 2 | 299.3 | 323.37037 | 1,386 | 42.2 | 30 | null |
null | 1 | 301.5 | 331.148148 | 1,374 | 46.7 | 32 | null |
null | 1 | 301.3 | 331.888889 | 1,560 | 38.5 | 52 | null |
null | 0 | 302 | 328.555556 | 1,606 | 34.5 | 156 | null |
null | 1 | 298.5 | 329.666667 | 1,676 | 32.7 | 18 | null |
null | 1 | 298.9 | 323.740741 | 1,771 | 24.1 | 213 | null |
null | 1 | 297.3 | 323.37037 | 1,456 | 54.2 | 179 | null |
null | 2 | 299.6 | 331.888889 | 1,603 | 35.4 | 202 | null |
null | 0 | 301.5 | 330.407407 | 1,580 | 35.7 | 161 | null |
null | 0 | 296.8 | 319.666667 | 1,695 | 30 | 33 | null |
null | 2 | 299.9 | 330.777778 | 1,576 | 39.4 | 183 | null |
null | 2 | 300.6 | 334.851852 | 1,473 | 31.5 | 69 | null |
null | 2 | 296.3 | 318.185185 | 1,534 | 33.8 | 151 | null |
null | 2 | 300.5 | 326.703704 | 1,347 | 50.1 | 213 | null |
null | 1 | 298.3 | 328.925926 | 1,460 | 47.6 | 101 | null |
null | 1 | 297.3 | 324.111111 | 1,467 | 36.8 | 216 | null |
null | 1 | 300.1 | 326.333333 | 1,570 | 36.8 | 189 | null |
null | 1 | 297.3 | 325.222222 | 1,548 | 37.4 | 171 | null |
null | 1 | 300.3 | 327.074074 | 1,474 | 38.7 | 35 | null |
null | 1 | 303.7 | 339.296296 | 1,543 | 38.3 | 61 | null |
null | 1 | 297.2 | 324.111111 | 1,501 | 38.5 | 86 | null |
null | 2 | 300.6 | 331.148148 | 1,463 | 45.5 | 196 | null |
null | 2 | 301.3 | 328.555556 | 1,565 | 36 | 213 | null |
null | 1 | 299.7 | 327.444444 | 1,720 | 27.1 | 146 | null |
null | 2 | 302 | 333.37037 | 1,558 | 39.1 | 179 | null |
null | 1 | 301.5 | 331.518519 | 1,618 | 35.5 | 218 | null |
null | 1 | 301 | 331.888889 | 1,549 | 41.4 | 121 | null |
null | 1 | 299 | 328.925926 | 1,509 | 38 | 168 | null |
null | 1 | 299 | 330.037037 | 1,507 | 36.7 | 173 | null |
null | 1 | 300.6 | 326.703704 | 1,474 | 40.7 | 87 | null |
null | 2 | 297 | 321.148148 | 1,414 | 46.2 | 165 | null |
null | 0 | 303.4 | 335.962963 | 1,534 | 33.2 | 210 | null |
null | 1 | 298.7 | 328.555556 | 1,651 | 29.5 | 42 | null |
null | 0 | 302.3 | 335.592593 | 1,804 | 25 | 43 | null |
null | 1 | 297.6 | 323.37037 | 1,574 | 37.1 | 121 | null |
null | 1 | 303.1 | 334.111111 | 1,829 | 24.5 | 159 | null |
null | 2 | 299.9 | 325.962963 | 1,353 | 49.8 | 182 | null |
null | 1 | 301 | 333.37037 | 1,412 | 42.1 | 64 | null |
null | 1 | 298.7 | 328.185185 | 1,322 | 57 | 140 | null |
null | 2 | 300.2 | 330.407407 | 1,202 | 61.7 | 74 | null |
null | 2 | 301.2 | 331.888889 | 1,734 | 31.3 | 64 | null |
null | 0 | 302.9 | 338.185185 | 1,357 | 55 | 12 | null |
null | 1 | 303.8 | 341.148148 | 1,406 | 52.1 | 166 | null |
null | 2 | 298 | 319.666667 | 1,431 | 52.9 | 92 | null |
null | 2 | 303.7 | 338.555556 | 1,671 | 30.5 | 163 | null |
null | 2 | 299.1 | 330.407407 | 1,524 | 51.4 | 66 | null |
null | 2 | 304.1 | 341.148148 | 1,680 | 29.3 | 158 | null |
null | 1 | 300.7 | 329.666667 | 1,639 | 31.4 | 48 | null |
null | 1 | 300.4 | 335.962963 | 1,476 | 48.7 | 189 | null |
null | 1 | 299.3 | 323.37037 | 1,413 | 38.5 | 57 | null |
null | 1 | 297.4 | 321.888889 | 1,435 | 45.7 | 110 | null |
null | 1 | 302.1 | 334.111111 | 1,603 | 35.9 | 104 | null |
null | 0 | 300.6 | 330.407407 | 1,510 | 42.8 | 124 | null |
null | 1 | 298.5 | 327.444444 | 1,582 | 40.3 | 103 | null |
null | 1 | 297.4 | 323.37037 | 1,477 | 40.7 | 74 | null |
null | 1 | 302.5 | 329.666667 | 1,716 | 29.9 | 156 | null |
null | 1 | 299.3 | 324.851852 | 1,623 | 31.1 | 152 | null |
null | 0 | 301.1 | 331.148148 | 1,388 | 58.5 | 68 | null |
null | 1 | 298.6 | 328.185185 | 1,561 | 32.6 | 201 | null |
null | 1 | 298.3 | 327.814815 | 1,484 | 44.3 | 173 | null |
null | 1 | 299.4 | 331.888889 | 1,424 | 47.7 | 109 | null |
null | 1 | 301.1 | 335.222222 | 1,408 | 46.3 | 135 | null |
null | 1 | 297.9 | 323.740741 | 1,757 | 27.5 | 118 | null |
null | 0 | 300.2 | 328.555556 | 1,906 | 22.9 | 165 | null |
null | 1 | 295.8 | 316.333333 | 1,621 | 31.6 | 95 | null |
null | 0 | 300.8 | 332.259259 | 1,425 | 44 | 33 | null |
null | 1 | 303.7 | 338.185185 | 1,462 | 46.2 | 165 | null |
null | 1 | 298.8 | 323.740741 | 1,511 | 36.1 | 157 | null |
null | 1 | 297.4 | 322.62963 | 1,723 | 28.8 | 33 | null |
null | 1 | 300.6 | 333 | 1,471 | 40.7 | 26 | null |
null | 1 | 301.4 | 331.888889 | 1,543 | 36.9 | 97 | null |
null | 1 | 303.7 | 340.407407 | 1,721 | 34.8 | 50 | null |
null | 0 | 302.3 | 329.666667 | 1,443 | 54.6 | 120 | null |
null | 1 | 297.4 | 323.740741 | 1,439 | 51.9 | 188 | null |
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