UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 0 | 297.9 | 320.037037 | 1,418 | 43 | 207 | null |
null | 0 | 302.2 | 333.740741 | 1,749 | 29.2 | 5 | null |
null | 1 | 302.4 | 329.666667 | 2,224 | 16 | 154 | null |
null | 2 | 300.9 | 327.814815 | 1,394 | 48.8 | 192 | null |
null | 1 | 297.2 | 321.148148 | 1,337 | 58.1 | 184 | null |
null | 1 | 300.3 | 334.111111 | 1,318 | 52.7 | 13 | null |
null | 1 | 302.2 | 335.222222 | 1,488 | 44.6 | 178 | null |
null | 2 | 299.9 | 334.111111 | 1,337 | 54.8 | 32 | null |
null | 1 | 299.2 | 325.222222 | 1,408 | 47.2 | 0 | null |
null | 1 | 298.4 | 327.074074 | 1,520 | 38.1 | 106 | null |
null | 2 | 299.2 | 323 | 1,856 | 22.7 | 86 | null |
null | 1 | 303.9 | 338.555556 | 1,426 | 53.4 | 172 | null |
null | 1 | 301.4 | 333 | 1,800 | 26 | 135 | null |
null | 1 | 299.7 | 325.592593 | 1,347 | 55.3 | 139 | null |
null | 1 | 301.4 | 333.740741 | 1,397 | 42.3 | 48 | null |
null | 1 | 299.7 | 325.592593 | 1,713 | 33.5 | 141 | null |
null | 1 | 301.5 | 331.148148 | 1,962 | 20.2 | 124 | null |
null | 2 | 301.7 | 332.62963 | 1,311 | 46.8 | 136 | null |
null | 1 | 301.8 | 331.518519 | 1,751 | 29.3 | 133 | null |
null | 1 | 298.4 | 326.333333 | 1,504 | 39.3 | 192 | null |
null | 1 | 301.9 | 333.37037 | 1,435 | 44.2 | 16 | null |
null | 0 | 300.5 | 334.111111 | 1,679 | 27.5 | 59 | null |
null | 2 | 300.3 | 328.555556 | 1,447 | 46.5 | 28 | null |
null | 1 | 299.9 | 325.962963 | 1,658 | 34.8 | 16 | null |
null | 2 | 299 | 325.222222 | 1,804 | 26.8 | 17 | null |
null | 1 | 300.5 | 331.888889 | 1,354 | 51.8 | 157 | null |
null | 2 | 300.2 | 327.074074 | 1,642 | 28.8 | 92 | null |
null | 2 | 302.3 | 335.222222 | 1,486 | 39.6 | 147 | null |
null | 1 | 302.3 | 334.851852 | 1,665 | 34.3 | 139 | null |
null | 1 | 298.5 | 326.333333 | 1,590 | 33.9 | 107 | null |
null | 1 | 304.1 | 341.148148 | 1,459 | 50.3 | 39 | null |
null | 2 | 302.3 | 335.592593 | 1,557 | 34.1 | 185 | null |
null | 1 | 302.8 | 333 | 1,456 | 36.1 | 89 | null |
null | 2 | 298.7 | 323.37037 | 1,660 | 27 | 50 | null |
null | 2 | 300 | 334.111111 | 1,533 | 42.6 | 180 | null |
null | 2 | 298.8 | 323.740741 | 1,598 | 35.1 | 52 | null |
null | 2 | 298.8 | 330.777778 | 1,678 | 32.8 | 4 | null |
null | 2 | 297.9 | 324.851852 | 1,547 | 44 | 72 | null |
null | 1 | 300.3 | 325.962963 | 1,649 | 32.4 | 50 | null |
null | 2 | 297.7 | 327.074074 | 2,027 | 19.8 | 39 | null |
null | 0 | 303.1 | 338.555556 | 1,404 | 40.6 | 152 | null |
null | 1 | 301.4 | 331.888889 | 1,362 | 53.2 | 4 | null |
null | 2 | 300.7 | 327.444444 | 1,473 | 48.1 | 87 | null |
null | 2 | 298 | 322.259259 | 1,395 | 49.1 | 206 | null |
null | 1 | 300.3 | 330.037037 | 1,483 | 51.6 | 50 | null |
null | 0 | 303.4 | 335.592593 | 1,693 | 28.3 | 175 | null |
null | 1 | 299.8 | 333 | 1,412 | 42.5 | 181 | null |
null | 2 | 301.5 | 330.777778 | 1,623 | 33.5 | 157 | null |
null | 2 | 300.8 | 334.111111 | 1,521 | 39.9 | 15 | null |
null | 1 | 301.3 | 331.148148 | 1,458 | 48 | 104 | null |
null | 1 | 299.9 | 332.62963 | 1,747 | 27.6 | 177 | null |
null | 1 | 301 | 331.888889 | 1,527 | 45.3 | 8 | null |
null | 2 | 300.1 | 329.666667 | 1,429 | 42 | 206 | null |
null | 1 | 302.8 | 337.074074 | 1,509 | 36.5 | 52 | null |
null | 1 | 298.4 | 322.259259 | 1,604 | 34.9 | 11 | null |
null | 1 | 295.7 | 314.851852 | 1,397 | 52 | 101 | null |
null | 1 | 295.8 | 315.962963 | 1,358 | 49.2 | 63 | null |
null | 1 | 299.1 | 329.296296 | 1,367 | 45.6 | 44 | null |
null | 1 | 302.3 | 335.962963 | 1,434 | 51.9 | 173 | null |
null | 2 | 297.6 | 323 | 1,398 | 48.9 | 63 | null |
null | 2 | 298.6 | 325.592593 | 1,487 | 43.2 | 206 | null |
null | 1 | 303 | 338.925926 | 1,361 | 48.8 | 120 | null |
null | 1 | 299.5 | 331.888889 | 1,873 | 22.3 | 211 | null |
null | 1 | 300.4 | 328.925926 | 1,581 | 30.3 | 42 | null |
null | 2 | 300.6 | 334.851852 | 1,630 | 31.8 | 52 | null |
null | 2 | 298.1 | 326.703704 | 1,362 | 47.6 | 70 | null |
null | 1 | 297.8 | 319.296296 | 1,512 | 40.8 | 137 | null |
null | 2 | 297.2 | 323.37037 | 1,611 | 31.6 | 197 | null |
null | 1 | 301.3 | 331.148148 | 1,521 | 36.3 | 166 | null |
null | 1 | 298.9 | 329.296296 | 1,356 | 47.8 | 116 | null |
null | 2 | 301.8 | 331.518519 | 1,465 | 35.8 | 82 | null |
null | 1 | 301.7 | 333.740741 | 1,584 | 38.8 | 132 | null |
null | 1 | 303.8 | 338.185185 | 1,523 | 47 | 152 | null |
null | 1 | 298.4 | 324.851852 | 1,391 | 48.4 | 100 | null |
null | 1 | 299 | 321.888889 | 1,242 | 60.9 | 117 | null |
null | 2 | 302.3 | 332.259259 | 1,581 | 36.1 | 109 | null |
null | 1 | 300.7 | 326.333333 | 1,580 | 38.3 | 102 | null |
null | 1 | 298.6 | 327.814815 | 1,294 | 59.4 | 104 | null |
null | 1 | 301.4 | 330.777778 | 1,432 | 54.3 | 81 | null |
null | 1 | 297.5 | 326.333333 | 1,404 | 43.5 | 195 | null |
null | 1 | 301.9 | 332.62963 | 1,353 | 43.8 | 130 | null |
null | 1 | 301.3 | 330.407407 | 1,538 | 38.4 | 195 | null |
null | 1 | 296.4 | 318.925926 | 1,487 | 37.5 | 83 | null |
null | 2 | 302.5 | 336.333333 | 1,487 | 46.1 | 175 | null |
null | 2 | 297.6 | 324.111111 | 1,408 | 51.5 | 4 | null |
null | 2 | 301.1 | 333 | 1,470 | 40.6 | 159 | null |
null | 1 | 299 | 328.555556 | 1,411 | 44.7 | 94 | null |
null | 0 | 297.5 | 323.740741 | 1,536 | 38.7 | 7 | null |
null | 1 | 301.3 | 331.148148 | 1,556 | 39 | 72 | null |
null | 1 | 298.2 | 320.777778 | 1,804 | 25.1 | 108 | null |
null | 1 | 301.1 | 337.444444 | 1,464 | 35.3 | 65 | null |
null | 1 | 302.2 | 334.481482 | 1,413 | 43.5 | 83 | null |
null | 1 | 299.1 | 324.851852 | 1,617 | 32.3 | 223 | null |
null | 1 | 302.3 | 335.592593 | 1,281 | 51.7 | 61 | null |
null | 1 | 303.7 | 340.407407 | 1,683 | 28.4 | 46 | null |
null | 0 | 301 | 328.925926 | 1,212 | 67.9 | 30 | null |
null | 2 | 300.2 | 327.444444 | 1,528 | 35.1 | 44 | null |
null | 1 | 301.1 | 332.62963 | 1,677 | 29.1 | 188 | null |
null | 1 | 302.2 | 331.888889 | 1,350 | 56.6 | 76 | null |
null | 0 | 298.2 | 324.481482 | 1,837 | 28.4 | 34 | null |
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