UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 1 | 298.2 | 321.888889 | 1,618 | 34.7 | 39 | null |
null | 1 | 300.2 | 328.185185 | 1,353 | 59.4 | 26 | null |
null | 1 | 298.6 | 325.222222 | 1,469 | 46 | 4 | null |
null | 1 | 301.4 | 330.407407 | 1,471 | 37.5 | 193 | null |
null | 1 | 296.9 | 321.888889 | 1,741 | 28.8 | 60 | null |
null | 2 | 300.2 | 327.814815 | 1,413 | 43 | 137 | null |
null | 0 | 297.2 | 323 | 2,182 | 17.3 | 119 | null |
null | 1 | 298.5 | 323.740741 | 1,522 | 36.9 | 53 | null |
null | 1 | 300.2 | 325.962963 | 1,430 | 43.4 | 24 | null |
null | 1 | 303.6 | 338.185185 | 1,710 | 31.4 | 180 | null |
null | 1 | 300.1 | 334.481482 | 1,549 | 34.7 | 189 | null |
null | 2 | 300.7 | 335.222222 | 1,532 | 40 | 0 | null |
null | 1 | 298.9 | 324.851852 | 1,830 | 24.9 | 35 | null |
null | 1 | 301.8 | 333.37037 | 1,334 | 52.3 | 68 | null |
null | 2 | 297.4 | 322.62963 | 1,444 | 44 | 18 | null |
null | 1 | 299.2 | 330.037037 | 1,440 | 47 | 21 | null |
null | 1 | 299.1 | 331.148148 | 1,796 | 26 | 90 | null |
null | 1 | 297.9 | 320.037037 | 1,298 | 52.7 | 132 | null |
null | 1 | 300.6 | 326.703704 | 1,552 | 36.4 | 113 | null |
null | 2 | 297.6 | 327.074074 | 1,709 | 32.2 | 65 | null |
null | 2 | 302.1 | 333.37037 | 1,616 | 35.1 | 57 | null |
null | 2 | 296.3 | 318.555556 | 1,286 | 51.1 | 177 | null |
null | 0 | 301.2 | 332.259259 | 1,798 | 22.3 | 59 | null |
null | 1 | 302.1 | 331.888889 | 1,596 | 37.1 | 43 | null |
null | 1 | 303 | 337.444444 | 1,480 | 41.4 | 125 | null |
null | 2 | 299.1 | 323.740741 | 1,441 | 36.2 | 169 | null |
null | 2 | 299.3 | 324.851852 | 1,767 | 24.8 | 196 | null |
null | 1 | 303.6 | 338.925926 | 1,637 | 32.9 | 19 | null |
null | 1 | 298.7 | 328.185185 | 1,394 | 40.3 | 11 | null |
null | 1 | 297.4 | 323 | 1,371 | 57.4 | 52 | null |
null | 1 | 300.7 | 331.888889 | 1,754 | 27.7 | 84 | null |
null | 1 | 302.6 | 330.407407 | 1,514 | 42.7 | 75 | null |
null | 2 | 297.4 | 324.111111 | 1,481 | 48 | 117 | null |
null | 1 | 300.1 | 325.962963 | 1,441 | 42.9 | 148 | null |
null | 1 | 300 | 334.481482 | 1,812 | 28.3 | 94 | null |
null | 1 | 297.5 | 323.740741 | 1,546 | 33.8 | 139 | null |
null | 1 | 299.3 | 331.888889 | 1,391 | 46.9 | 21 | null |
null | 1 | 299.7 | 332.259259 | 1,491 | 40.1 | 195 | null |
null | 1 | 299.3 | 331.148148 | 1,443 | 45.7 | 97 | null |
null | 0 | 297.5 | 326.333333 | 1,459 | 49.7 | 201 | null |
null | 1 | 302.4 | 333 | 1,652 | 33.9 | 139 | null |
null | 2 | 299.2 | 324.481482 | 1,314 | 52.5 | 193 | null |
null | 1 | 302.6 | 332.62963 | 1,520 | 42.8 | 148 | null |
null | 2 | 301.3 | 330.407407 | 1,635 | 32.5 | 110 | null |
null | 2 | 298.4 | 322.259259 | 1,463 | 37.6 | 188 | null |
null | 2 | 299.6 | 329.296296 | 1,646 | 29.6 | 73 | null |
null | 1 | 297.6 | 325.592593 | 1,394 | 50 | 62 | null |
null | 1 | 302.6 | 330.407407 | 1,365 | 66.8 | 80 | null |
null | 1 | 302.5 | 335.962963 | 1,354 | 49.4 | 117 | null |
null | 0 | 298.4 | 321.148148 | 1,948 | 21.4 | 136 | null |
null | 1 | 300.5 | 328.185185 | 1,445 | 43.9 | 164 | null |
null | 0 | 298.4 | 322.62963 | 1,458 | 42.9 | 15 | null |
null | 2 | 300.7 | 331.888889 | 1,486 | 41.2 | 71 | null |
null | 2 | 303 | 333 | 1,526 | 37.3 | 176 | null |
null | 0 | 300.7 | 327.814815 | 1,623 | 32.7 | 0 | null |
null | 0 | 298.5 | 326.703704 | 2,011 | 21 | 59 | null |
null | 1 | 303.6 | 335.592593 | 1,222 | 66.8 | 148 | null |
null | 1 | 300.6 | 327.074074 | 1,437 | 40 | 55 | null |
null | 2 | 300.5 | 327.814815 | 1,389 | 43.3 | 9 | null |
null | 1 | 299.8 | 333 | 1,452 | 47.3 | 188 | null |
null | 1 | 297 | 320.037037 | 1,513 | 42.4 | 124 | null |
null | 1 | 298.4 | 326.333333 | 1,512 | 35.8 | 18 | null |
null | 1 | 302.2 | 334.851852 | 1,383 | 44.3 | 72 | null |
null | 1 | 299.8 | 327.814815 | 1,624 | 34.2 | 96 | null |
null | 1 | 300.7 | 331.518519 | 1,416 | 40.4 | 214 | null |
null | 1 | 299.3 | 324.111111 | 1,393 | 54.2 | 80 | null |
null | 1 | 300.5 | 328.555556 | 1,423 | 47.9 | 114 | null |
null | 1 | 302.4 | 335.962963 | 1,452 | 43.1 | 137 | null |
null | 1 | 300.9 | 336.703704 | 1,359 | 51.7 | 146 | null |
null | 2 | 303.9 | 341.148148 | 1,567 | 35 | 168 | null |
null | 1 | 301.6 | 329.296296 | 1,694 | 26.3 | 14 | null |
null | 1 | 300.2 | 335.222222 | 1,553 | 41.3 | 44 | null |
null | 2 | 297.6 | 323.740741 | 1,595 | 36.9 | 25 | null |
null | 1 | 300.8 | 331.518519 | 1,461 | 42.8 | 173 | null |
null | 2 | 299.9 | 327.444444 | 1,489 | 41.7 | 56 | null |
null | 2 | 302 | 331.518519 | 2,157 | 17.8 | 17 | null |
null | 1 | 297.4 | 323.37037 | 1,501 | 44.9 | 20 | null |
null | 1 | 299.6 | 325.222222 | 1,413 | 48.5 | 153 | null |
null | 1 | 298.8 | 324.851852 | 1,852 | 25 | 57 | null |
null | 1 | 298.3 | 324.481482 | 1,767 | 27.3 | 168 | null |
null | 2 | 301.4 | 330.777778 | 1,563 | 39.9 | 83 | null |
null | 1 | 299.8 | 325.962963 | 1,479 | 44.4 | 214 | null |
null | 1 | 301.3 | 332.259259 | 1,760 | 23.9 | 76 | null |
null | 2 | 303.2 | 334.111111 | 2,102 | 19 | 5 | null |
null | 1 | 300.7 | 329.666667 | 1,493 | 35.9 | 10 | null |
null | 2 | 299 | 328.925926 | 1,337 | 57.4 | 146 | null |
null | 1 | 301.2 | 328.925926 | 1,618 | 37.6 | 32 | null |
null | 1 | 300.5 | 334.481482 | 1,499 | 37.6 | 73 | null |
null | 0 | 300.4 | 335.962963 | 1,438 | 46.7 | 41 | null |
null | 1 | 301 | 332.62963 | 1,582 | 37.5 | 176 | null |
null | 2 | 298.2 | 324.851852 | 1,592 | 35.2 | 142 | null |
null | 2 | 301.6 | 330.407407 | 1,455 | 39 | 118 | null |
null | 1 | 298.7 | 328.185185 | 1,546 | 40.9 | 109 | null |
null | 1 | 300.5 | 334.851852 | 1,447 | 45.4 | 204 | null |
null | 1 | 299.4 | 323.740741 | 1,492 | 40.5 | 181 | null |
null | 2 | 298.5 | 321.518519 | 1,461 | 51.9 | 157 | null |
null | 2 | 298.5 | 327.814815 | 1,552 | 34 | 205 | null |
null | 2 | 300.9 | 331.888889 | 1,402 | 48.1 | 22 | null |
null | 1 | 297.6 | 324.111111 | 1,552 | 42.3 | 27 | null |
null | 2 | 297.7 | 322.259259 | 1,720 | 25.6 | 174 | null |
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