UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 0 | 298.6 | 327.074074 | 1,584 | 31.8 | 27 | null |
null | 2 | 298.5 | 327.074074 | 1,315 | 48.9 | 127 | null |
null | 1 | 303.5 | 335.962963 | 1,405 | 45.6 | 10 | null |
null | 1 | 301 | 334.111111 | 1,484 | 36.2 | 188 | null |
null | 1 | 301.8 | 331.518519 | 1,680 | 32.4 | 76 | null |
null | 2 | 302.3 | 334.111111 | 1,571 | 32.7 | 17 | null |
null | 2 | 298.9 | 325.962963 | 1,412 | 44.1 | 140 | null |
null | 2 | 302.9 | 338.555556 | 1,394 | 46.4 | 82 | null |
null | 1 | 298.8 | 326.333333 | 1,357 | 47.1 | 176 | null |
null | 0 | 295.7 | 314.851852 | 2,161 | 16.5 | 105 | null |
null | 1 | 299.4 | 325.592593 | 1,207 | 66.5 | 66 | null |
null | 1 | 297.5 | 326.333333 | 1,732 | 29.9 | 32 | null |
null | 2 | 300.4 | 327.444444 | 1,614 | 30.3 | 161 | null |
null | 2 | 300.7 | 327.074074 | 1,470 | 48.7 | 21 | null |
null | 1 | 298.7 | 327.814815 | 1,462 | 46.8 | 4 | null |
null | 1 | 298.8 | 323.740741 | 1,268 | 55.8 | 155 | null |
null | 1 | 297.9 | 320.407407 | 1,353 | 50.7 | 13 | null |
null | 1 | 299.1 | 322.259259 | 1,348 | 56.1 | 110 | null |
null | 1 | 300 | 325.592593 | 1,465 | 40.6 | 9 | null |
null | 1 | 304.1 | 341.148148 | 1,452 | 43.9 | 182 | null |
null | 2 | 298.8 | 324.111111 | 1,498 | 39.5 | 89 | null |
null | 1 | 302.7 | 331.518519 | 1,433 | 43.7 | 13 | null |
null | 2 | 303 | 333.37037 | 1,460 | 43.9 | 103 | null |
null | 2 | 301 | 337.074074 | 2,710 | 9.7 | 143 | null |
null | 0 | 301.2 | 328.185185 | 1,709 | 27 | 151 | null |
null | 2 | 303.4 | 334.481482 | 1,483 | 43 | 117 | null |
null | 1 | 300.4 | 335.592593 | 1,367 | 57.2 | 10 | null |
null | 0 | 300.2 | 334.111111 | 1,319 | 54.6 | 15 | null |
null | 2 | 302.5 | 330.407407 | 1,429 | 43.2 | 191 | null |
null | 1 | 300.6 | 330.037037 | 1,794 | 24.4 | 211 | null |
null | 1 | 301.3 | 329.296296 | 1,531 | 41.6 | 9 | null |
null | 2 | 300.4 | 334.851852 | 1,401 | 49.9 | 79 | null |
null | 1 | 301.6 | 331.518519 | 1,679 | 29.5 | 10 | null |
null | 1 | 301.9 | 331.518519 | 1,405 | 48.8 | 78 | null |
null | 1 | 302.4 | 329.296296 | 2,009 | 18.9 | 59 | null |
null | 2 | 297.6 | 323.37037 | 1,443 | 38.2 | 85 | null |
null | 1 | 297.3 | 320.777778 | 1,385 | 44.4 | 169 | null |
null | 1 | 299.7 | 330.407407 | 1,614 | 36.2 | 108 | null |
null | 2 | 300.7 | 327.814815 | 1,435 | 44.7 | 76 | null |
null | 0 | 299.2 | 331.518519 | 1,636 | 29.4 | 23 | null |
null | 0 | 297.5 | 323.740741 | 1,440 | 46.1 | 84 | null |
null | 2 | 302.2 | 333.37037 | 1,377 | 43 | 91 | null |
null | 1 | 297.3 | 321.518519 | 1,518 | 36 | 59 | null |
null | 1 | 303.7 | 339.666667 | 1,502 | 40.5 | 0 | null |
null | 2 | 302.3 | 335.222222 | 1,442 | 41.7 | 127 | null |
null | 1 | 299.8 | 325.962963 | 1,491 | 47.5 | 216 | null |
null | 1 | 297.7 | 325.592593 | 1,562 | 36.8 | 172 | null |
null | 2 | 300.6 | 335.222222 | 1,389 | 52.1 | 210 | null |
null | 1 | 300.6 | 335.222222 | 1,448 | 49.1 | 206 | null |
null | 1 | 303.1 | 333.740741 | 1,336 | 52.6 | 172 | null |
null | 1 | 296.3 | 318.185185 | 1,560 | 33.2 | 186 | null |
null | 2 | 297.6 | 324.111111 | 1,408 | 54.8 | 147 | null |
null | 1 | 301.2 | 330.407407 | 1,381 | 49.8 | 115 | null |
null | 1 | 298.4 | 327.074074 | 1,692 | 28.3 | 136 | null |
null | 1 | 299.2 | 323.37037 | 1,457 | 44.7 | 195 | null |
null | 1 | 299.1 | 323 | 1,543 | 37.9 | 130 | null |
null | 1 | 297.5 | 323.37037 | 1,536 | 36.9 | 108 | null |
null | 1 | 296.1 | 318.185185 | 1,651 | 35.7 | 167 | null |
null | 2 | 303.6 | 339.296296 | 2,659 | 11.4 | 26 | null |
null | 2 | 302.6 | 334.111111 | 1,757 | 29.5 | 151 | null |
null | 2 | 300.6 | 326.703704 | 1,432 | 44.2 | 84 | null |
null | 0 | 301.5 | 331.888889 | 1,474 | 38.7 | 58 | null |
null | 1 | 300.7 | 337.444444 | 1,590 | 36.3 | 93 | null |
null | 2 | 297.2 | 323 | 1,378 | 41.9 | 97 | null |
null | 0 | 303.6 | 335.962963 | 1,544 | 37.1 | 88 | null |
null | 0 | 298.7 | 328.185185 | 1,582 | 33.4 | 121 | null |
null | 1 | 298.1 | 319.666667 | 1,391 | 57.4 | 161 | null |
null | 0 | 300.6 | 326.703704 | 1,555 | 37.9 | 24 | null |
null | 2 | 302.2 | 331.148148 | 1,346 | 49.2 | 134 | null |
null | 1 | 299 | 324.481482 | 1,495 | 38.4 | 75 | null |
null | 2 | 297.6 | 323.740741 | 1,585 | 42 | 90 | null |
null | 1 | 297.9 | 320.037037 | 1,504 | 42.4 | 180 | null |
null | 2 | 298.8 | 325.592593 | 1,368 | 49.1 | 117 | null |
null | 2 | 299 | 327.814815 | 1,489 | 40.7 | 212 | null |
null | 1 | 297.5 | 323 | 1,489 | 39.5 | 96 | null |
null | 1 | 297 | 321.148148 | 1,350 | 47.7 | 168 | null |
null | 2 | 300.4 | 335.222222 | 1,832 | 24.2 | 179 | null |
null | 2 | 300.2 | 328.185185 | 1,466 | 45.7 | 41 | null |
null | 2 | 300.7 | 330.037037 | 1,659 | 29.8 | 6 | null |
null | 1 | 301 | 329.296296 | 1,558 | 32.6 | 0 | null |
null | 0 | 300.1 | 334.481482 | 1,383 | 49.1 | 33 | null |
null | 2 | 302 | 330.407407 | 1,608 | 33.1 | 97 | null |
null | 2 | 301.7 | 328.555556 | 1,457 | 39.2 | 192 | null |
null | 1 | 300.3 | 334.481482 | 1,663 | 33.6 | 38 | null |
null | 1 | 301.3 | 331.148148 | 1,440 | 53.8 | 90 | null |
null | 1 | 298.2 | 321.888889 | 1,306 | 58.3 | 35 | null |
null | 1 | 297.9 | 320.037037 | 1,968 | 20.4 | 171 | null |
null | 2 | 296.8 | 319.296296 | 1,472 | 43.9 | 30 | null |
null | 0 | 300.4 | 335.592593 | 2,496 | 13.5 | 5 | null |
null | 2 | 301.2 | 330.407407 | 1,382 | 41.6 | 117 | null |
null | 1 | 298.4 | 325.592593 | 1,798 | 29.6 | 81 | null |
null | 1 | 299.6 | 324.851852 | 1,422 | 53.2 | 120 | null |
null | 1 | 298.1 | 324.851852 | 1,367 | 41.9 | 113 | null |
null | 1 | 298.7 | 329.296296 | 1,433 | 54.6 | 66 | null |
null | 1 | 300.4 | 330.407407 | 1,286 | 56.8 | 46 | null |
null | 2 | 301.7 | 331.148148 | 1,876 | 22.1 | 99 | null |
null | 2 | 303.5 | 340.037037 | 1,492 | 46.1 | 89 | null |
null | 1 | 300.9 | 331.518519 | 1,427 | 44.1 | 141 | null |
null | 2 | 298.4 | 325.962963 | 1,414 | 46.4 | 128 | null |
null | 2 | 297.8 | 325.592593 | 1,432 | 42.6 | 17 | null |
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