UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 297.2 | 322.259259 | 1,678 | 28.1 | 133 | null |
null | 2 | 299.3 | 325.962963 | 1,334 | 46.3 | 31 | null |
null | 2 | 300.5 | 336.333333 | 1,263 | 60.8 | 146 | null |
null | 1 | 298.3 | 322.62963 | 1,444 | 43.8 | 176 | null |
null | 1 | 303.9 | 339.666667 | 1,526 | 42.5 | 194 | null |
null | 1 | 302.2 | 334.851852 | 1,416 | 54.1 | 48 | null |
null | 1 | 301.9 | 332.259259 | 1,616 | 34.5 | 46 | null |
null | 1 | 297.4 | 323.740741 | 1,459 | 41.3 | 196 | null |
null | 1 | 301.9 | 330.407407 | 1,518 | 34.1 | 155 | null |
null | 1 | 300.6 | 328.925926 | 1,505 | 35.9 | 95 | null |
null | 1 | 302.9 | 337.074074 | 1,605 | 33.9 | 86 | null |
null | 1 | 303.8 | 340.407407 | 1,458 | 42.2 | 25 | null |
null | 2 | 302.4 | 333 | 1,721 | 30.1 | 210 | null |
null | 2 | 299.8 | 326.703704 | 1,423 | 42.9 | 124 | null |
null | 0 | 297.4 | 325.222222 | 1,468 | 41.4 | 156 | null |
null | 0 | 298.8 | 329.666667 | 1,663 | 30.4 | 209 | null |
null | 1 | 302 | 331.888889 | 1,454 | 36.6 | 0 | null |
null | 1 | 299.4 | 330.777778 | 1,372 | 46.3 | 173 | null |
null | 0 | 298.6 | 322.259259 | 1,555 | 36.8 | 36 | null |
null | 2 | 300.8 | 331.518519 | 1,483 | 40.8 | 28 | null |
null | 2 | 296.8 | 321.888889 | 1,843 | 24.2 | 212 | null |
null | 2 | 301.8 | 333.740741 | 1,624 | 31.6 | 145 | null |
null | 2 | 302 | 332.259259 | 1,352 | 55.5 | 59 | null |
null | 1 | 297.3 | 322.62963 | 1,309 | 61.5 | 56 | null |
null | 1 | 300.6 | 331.518519 | 1,397 | 53.7 | 80 | null |
null | 1 | 301 | 331.518519 | 1,300 | 57.2 | 174 | null |
null | 0 | 298.5 | 325.222222 | 1,531 | 30.8 | 212 | null |
null | 0 | 297.5 | 323.37037 | 1,671 | 28 | 158 | null |
null | 0 | 298.9 | 323 | 1,632 | 31.8 | 17 | null |
null | 1 | 304.3 | 342.259259 | 1,409 | 56 | 19 | null |
null | 1 | 297.3 | 324.111111 | 1,619 | 31.6 | 129 | null |
null | 2 | 298.4 | 325.222222 | 1,544 | 38.8 | 97 | null |
null | 1 | 300.9 | 330.037037 | 1,446 | 44.5 | 135 | null |
null | 1 | 299.8 | 327.074074 | 1,590 | 28.5 | 23 | null |
null | 1 | 297.1 | 320.777778 | 1,636 | 30.3 | 90 | null |
null | 1 | 301 | 331.888889 | 1,975 | 19.7 | 17 | null |
null | 1 | 296.2 | 318.925926 | 1,475 | 37 | 44 | null |
null | 2 | 304.1 | 342.259259 | 1,441 | 43.7 | 131 | null |
null | 1 | 298.1 | 324.851852 | 1,351 | 52.4 | 102 | null |
null | 2 | 303.1 | 338.185185 | 1,667 | 30 | 160 | null |
null | 1 | 299.3 | 323.740741 | 1,433 | 37.7 | 42 | null |
null | 0 | 300 | 329.296296 | 1,714 | 28.7 | 55 | null |
null | 2 | 301.7 | 331.148148 | 1,417 | 45.2 | 185 | null |
null | 1 | 296.8 | 321.518519 | 1,510 | 39.4 | 29 | null |
null | 1 | 301.3 | 331.888889 | 1,381 | 47.9 | 33 | null |
null | 1 | 297.3 | 323.37037 | 1,503 | 43.3 | 90 | null |
null | 1 | 301.3 | 331.148148 | 1,510 | 38.5 | 47 | null |
null | 1 | 297.9 | 327.074074 | 1,390 | 47.9 | 127 | null |
null | 2 | 302.2 | 332.259259 | 1,302 | 53.4 | 58 | null |
null | 1 | 302.2 | 331.518519 | 1,769 | 24.9 | 91 | null |
null | 1 | 302.1 | 330.777778 | 1,389 | 49.6 | 169 | null |
null | 2 | 298.5 | 324.111111 | 1,367 | 47.3 | 47 | null |
null | 1 | 296.6 | 319.296296 | 1,504 | 45.8 | 58 | null |
null | 2 | 301.9 | 332.259259 | 1,573 | 38.9 | 209 | null |
null | 2 | 301.9 | 332.62963 | 1,384 | 47.4 | 121 | null |
null | 2 | 298.8 | 328.555556 | 1,495 | 35.2 | 214 | null |
null | 1 | 301.2 | 335.222222 | 1,433 | 49.3 | 206 | null |
null | 1 | 302.5 | 334.481482 | 1,521 | 44.1 | 37 | null |
null | 1 | 298.7 | 327.444444 | 1,442 | 55.6 | 194 | null |
null | 1 | 300.9 | 330.407407 | 1,445 | 41.7 | 180 | null |
null | 2 | 303.5 | 337.814815 | 1,606 | 30.1 | 98 | null |
null | 1 | 301.2 | 331.518519 | 1,676 | 32.4 | 98 | null |
null | 1 | 300 | 334.481482 | 1,666 | 32 | 128 | null |
null | 2 | 297.9 | 319.296296 | 1,610 | 34.6 | 219 | null |
null | 1 | 301.3 | 331.148148 | 1,576 | 30.4 | 92 | null |
null | 1 | 298.3 | 328.925926 | 1,442 | 43.9 | 110 | null |
null | 0 | 299.5 | 325.962963 | 1,872 | 22.6 | 162 | null |
null | 2 | 299.4 | 328.925926 | 1,512 | 43.2 | 47 | null |
null | 2 | 299.6 | 325.962963 | 1,867 | 23.4 | 225 | null |
null | 2 | 299.8 | 333.37037 | 1,745 | 26.3 | 150 | null |
null | 2 | 297.4 | 324.851852 | 1,348 | 59.1 | 201 | null |
null | 1 | 300.3 | 326.703704 | 1,470 | 33.5 | 148 | null |
null | 1 | 301.9 | 330.407407 | 1,376 | 54.9 | 126 | null |
null | 1 | 301 | 330.407407 | 2,204 | 16.6 | 175 | null |
null | 1 | 298.9 | 328.185185 | 1,396 | 49 | 13 | null |
null | 1 | 302.2 | 334.111111 | 1,987 | 19.9 | 200 | null |
null | 0 | 297.9 | 325.592593 | 1,435 | 44.7 | 8 | null |
null | 1 | 300.4 | 336.333333 | 1,366 | 43 | 117 | null |
null | 1 | 297.9 | 325.222222 | 1,532 | 37.6 | 47 | null |
null | 1 | 301.9 | 330.407407 | 1,708 | 24.8 | 17 | null |
null | 1 | 297.1 | 321.888889 | 1,446 | 36.6 | 227 | null |
null | 1 | 297.5 | 324.481482 | 1,502 | 45.9 | 150 | null |
null | 2 | 302 | 331.148148 | 1,535 | 38.6 | 34 | null |
null | 2 | 303.4 | 335.962963 | 1,510 | 42.2 | 36 | null |
null | 1 | 299.5 | 326.333333 | 1,523 | 41.5 | 181 | null |
null | 1 | 298.2 | 321.148148 | 1,785 | 23.4 | 181 | null |
null | 1 | 300.7 | 332.62963 | 1,462 | 41.9 | 126 | null |
null | 1 | 301.2 | 333 | 1,550 | 39.7 | 20 | null |
null | 0 | 302.5 | 330.407407 | 1,422 | 41.9 | 156 | null |
null | 1 | 300.3 | 325.962963 | 1,587 | 31.4 | 43 | null |
null | 0 | 302.4 | 333 | 1,578 | 32.3 | 196 | null |
null | 0 | 299.9 | 327.444444 | 1,410 | 51.2 | 98 | null |
null | 2 | 299.8 | 333.740741 | 1,517 | 41.2 | 105 | null |
null | 2 | 298.9 | 329.296296 | 1,469 | 53.2 | 189 | null |
null | 2 | 299 | 331.148148 | 1,587 | 34.2 | 141 | null |
null | 2 | 299.8 | 331.148148 | 1,574 | 31.8 | 113 | null |
null | 1 | 301.7 | 329.666667 | 1,435 | 48.1 | 12 | null |
null | 2 | 301.7 | 332.62963 | 1,505 | 44 | 187 | null |
null | 0 | 301.5 | 331.518519 | 1,394 | 46.7 | 130 | null |
null | 2 | 296.8 | 319.666667 | 1,516 | 36.7 | 135 | null |
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