UDI int64 | Type string | Air temperature float64 | Process temperature float64 | Rotational speed int64 | Torque float64 | Tool wear int64 | Failure int64 |
|---|---|---|---|---|---|---|---|
null | 2 | 300.5 | 334.851852 | 1,246 | 52.9 | 165 | null |
null | 1 | 298 | 321.518519 | 1,401 | 54.7 | 65 | null |
null | 1 | 300.7 | 328.185185 | 1,596 | 31.5 | 123 | null |
null | 2 | 302.4 | 335.592593 | 1,644 | 37.2 | 195 | null |
null | 2 | 301.4 | 333.37037 | 1,434 | 47.6 | 52 | null |
null | 1 | 301.8 | 331.518519 | 1,547 | 41.7 | 72 | null |
null | 2 | 300.3 | 334.111111 | 1,386 | 48.1 | 119 | null |
null | 1 | 301.7 | 331.148148 | 1,743 | 26.2 | 71 | null |
null | 1 | 299.9 | 325.962963 | 1,598 | 34.6 | 111 | null |
null | 1 | 297.6 | 323.740741 | 1,744 | 28.5 | 42 | null |
null | 1 | 303.5 | 337.444444 | 1,946 | 21.1 | 112 | null |
null | 1 | 301.5 | 331.148148 | 1,453 | 44 | 208 | null |
null | 1 | 301.5 | 330.777778 | 1,435 | 44.6 | 135 | null |
null | 2 | 297.8 | 323 | 1,579 | 36.6 | 152 | null |
null | 1 | 302.3 | 333.37037 | 1,633 | 36.4 | 114 | null |
null | 1 | 297.6 | 322.62963 | 1,617 | 31.7 | 39 | null |
null | 1 | 296.5 | 318.555556 | 1,481 | 38.2 | 160 | null |
null | 1 | 299.3 | 330.037037 | 1,396 | 47.4 | 14 | null |
null | 0 | 302.7 | 330.777778 | 1,568 | 36.9 | 28 | null |
null | 1 | 301.5 | 330.777778 | 1,644 | 34.9 | 186 | null |
null | 1 | 302.1 | 333.37037 | 1,550 | 34.8 | 177 | null |
null | 1 | 301.5 | 333 | 1,426 | 52.1 | 121 | null |
null | 1 | 298.8 | 328.555556 | 1,351 | 47.2 | 73 | null |
null | 1 | 299.5 | 326.333333 | 1,382 | 61 | 140 | null |
null | 1 | 298.9 | 325.592593 | 1,452 | 45.5 | 196 | null |
null | 1 | 302.8 | 336.703704 | 1,520 | 39.9 | 48 | null |
null | 1 | 298.2 | 326.703704 | 1,447 | 47.1 | 185 | null |
null | 1 | 300.5 | 335.592593 | 1,524 | 38.9 | 214 | null |
null | 1 | 299.5 | 331.518519 | 1,472 | 40.9 | 104 | null |
null | 1 | 298.2 | 321.148148 | 1,551 | 36 | 186 | null |
null | 1 | 300.5 | 336.333333 | 1,498 | 42.9 | 25 | null |
null | 2 | 297.5 | 323.740741 | 1,510 | 35.5 | 155 | null |
null | 2 | 302.3 | 335.222222 | 1,423 | 44.6 | 93 | null |
null | 1 | 299 | 329.296296 | 1,618 | 29.2 | 62 | null |
null | 1 | 303.9 | 340.407407 | 1,440 | 41.1 | 12 | null |
null | 1 | 300.7 | 333 | 1,440 | 43 | 148 | null |
null | 1 | 298 | 320.037037 | 1,509 | 41.6 | 33 | null |
null | 1 | 300.7 | 327.444444 | 1,329 | 54.3 | 80 | null |
null | 1 | 298.2 | 322.259259 | 1,478 | 50.1 | 166 | null |
null | 2 | 300.1 | 325.592593 | 1,533 | 38 | 26 | null |
null | 1 | 302.4 | 329.666667 | 1,331 | 45.5 | 53 | null |
null | 1 | 297.9 | 321.148148 | 1,412 | 44.5 | 85 | null |
null | 1 | 298.9 | 328.925926 | 1,776 | 25.7 | 51 | null |
null | 1 | 298 | 320.037037 | 1,548 | 45.8 | 111 | null |
null | 0 | 297.4 | 324.111111 | 1,623 | 33.8 | 127 | null |
null | 0 | 300.5 | 328.925926 | 1,358 | 60.4 | 102 | null |
null | 1 | 296.3 | 319.296296 | 1,465 | 47.1 | 215 | null |
null | 2 | 298.5 | 324.111111 | 1,615 | 33.3 | 41 | null |
null | 1 | 301 | 332.259259 | 1,450 | 45.9 | 35 | null |
null | 1 | 301.5 | 333 | 2,076 | 18.7 | 103 | null |
null | 2 | 300.5 | 326.703704 | 1,655 | 32.1 | 37 | null |
null | 1 | 298.1 | 322.62963 | 1,301 | 56 | 63 | null |
null | 1 | 302.3 | 332.62963 | 1,657 | 31.1 | 3 | null |
null | 1 | 297.8 | 318.925926 | 1,859 | 24 | 178 | null |
null | 2 | 298.7 | 327.074074 | 1,500 | 38.8 | 116 | null |
null | 1 | 298.1 | 324.111111 | 1,683 | 29.1 | 161 | null |
null | 1 | 300 | 327.444444 | 1,514 | 44.6 | 98 | null |
null | 0 | 297.2 | 323.37037 | 2,440 | 14 | 166 | null |
null | 2 | 300.7 | 332.62963 | 1,263 | 52.3 | 104 | null |
null | 1 | 302.5 | 334.481482 | 1,700 | 29.5 | 133 | null |
null | 1 | 297.5 | 323.740741 | 1,452 | 39 | 72 | null |
null | 1 | 296.5 | 319.666667 | 1,566 | 35.1 | 206 | null |
null | 2 | 300.3 | 334.851852 | 1,359 | 54.1 | 81 | null |
null | 1 | 302.7 | 337.444444 | 1,421 | 48.5 | 0 | null |
null | 1 | 299.1 | 323 | 1,426 | 47.9 | 67 | null |
null | 1 | 299.8 | 325.592593 | 1,668 | 30.3 | 200 | null |
null | 2 | 297.4 | 321.148148 | 1,338 | 48.5 | 158 | null |
null | 1 | 301.2 | 331.518519 | 1,551 | 41.2 | 82 | null |
null | 1 | 302.5 | 336.333333 | 1,456 | 46.3 | 208 | null |
null | 1 | 298.8 | 328.555556 | 1,486 | 40.3 | 126 | null |
null | 2 | 304.2 | 341.518519 | 1,411 | 54.8 | 44 | null |
null | 1 | 297.3 | 322.259259 | 1,396 | 52.7 | 212 | null |
null | 2 | 304.2 | 340.777778 | 1,396 | 50.5 | 11 | null |
null | 2 | 301.4 | 330.777778 | 1,495 | 52.5 | 201 | null |
null | 1 | 298.5 | 328.925926 | 1,435 | 42.5 | 25 | null |
null | 2 | 300.2 | 330.037037 | 1,704 | 29.2 | 42 | null |
null | 2 | 300.8 | 332.259259 | 1,522 | 46.2 | 56 | null |
null | 1 | 296.7 | 320.777778 | 1,468 | 39.2 | 35 | null |
null | 0 | 299 | 328.925926 | 1,387 | 45.2 | 110 | null |
null | 0 | 299.3 | 324.481482 | 1,397 | 45.4 | 191 | null |
null | 1 | 303.4 | 337.074074 | 1,337 | 69.4 | 52 | null |
null | 1 | 303.3 | 338.555556 | 1,463 | 44 | 140 | null |
null | 1 | 299 | 329.296296 | 1,444 | 47.7 | 161 | null |
null | 1 | 300.7 | 332.259259 | 1,637 | 37.2 | 115 | null |
null | 1 | 298.6 | 328.185185 | 1,496 | 37.7 | 134 | null |
null | 1 | 298.8 | 328.925926 | 1,537 | 39.9 | 190 | null |
null | 1 | 300.1 | 326.333333 | 1,616 | 32 | 199 | null |
null | 1 | 301.2 | 331.148148 | 1,811 | 24 | 84 | null |
null | 0 | 300.1 | 325.592593 | 1,560 | 35.4 | 14 | null |
null | 2 | 297.7 | 322.62963 | 1,547 | 36.8 | 74 | null |
null | 2 | 298.6 | 327.814815 | 1,635 | 32.2 | 110 | null |
null | 1 | 303 | 333.37037 | 1,601 | 32.9 | 69 | null |
null | 1 | 301 | 332.259259 | 1,428 | 45.3 | 47 | null |
null | 1 | 297.4 | 322.62963 | 1,801 | 26.9 | 11 | null |
null | 1 | 300.2 | 328.185185 | 1,506 | 41.8 | 161 | null |
null | 1 | 298.3 | 325.222222 | 1,339 | 58.8 | 35 | null |
null | 1 | 301.9 | 330.777778 | 1,425 | 51.1 | 173 | null |
null | 2 | 302 | 331.148148 | 1,623 | 34.3 | 9 | null |
null | 1 | 298.7 | 329.296296 | 1,558 | 37.6 | 44 | null |
null | 1 | 302.3 | 334.481482 | 1,530 | 37.8 | 57 | null |
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