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machine-failure-mlops-demo-logs

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Air temperature [K]
float64
-25
2.98M
Process temperature [K]
float64
0
11.1k
Rotational speed [rpm]
int64
0
5k
Torque [Nm]
float64
0
360
Tool wear [min]
int64
0
1.98k
Type
stringclasses
3 values
prediction
int64
0
1
300.8
310.3
1,538
36.1
198
L
0
296.3
307.3
1,368
49.5
10
M
0
298.6
309.1
1,339
51.1
34
M
0
302.4
311.1
1,634
34.2
184
L
0
297.9
307.7
1,546
37.6
72
L
0
301.6
310.8
1,290
65.3
63
M
0
298.2
308.2
1,407
47.1
153
L
0
296.6
307.4
1,465
47.8
187
L
0
298.6
309.6
1,353
62.5
9
L
0
301
310.7
1,391
45
123
L
0
296.8
308.3
1,506
45.9
182
L
0
297.5
308.8
1,312
50.3
159
L
0
298.3
308.2
1,663
28.4
67
L
0
298.1
308.4
1,438
45.6
105
L
0
300.9
312
1,493
38.7
217
L
0
303.9
313.1
1,425
49.3
199
L
0
299.3
308.6
1,437
48.1
67
L
0
300.6
310.2
1,519
44.6
69
L
0
298.9
309.3
1,665
32.5
93
L
0
297.3
308.3
1,544
41.7
6
M
0
297.8
307.7
1,505
39.7
25
L
0
300.3
311.9
1,390
49
194
H
0
298.9
310.1
1,366
62.7
161
H
0
298.8
309.8
1,551
36.6
15
M
0
304.1
313.3
1,480
38.4
72
M
0
301.9
310.8
1,427
47.7
92
L
0
298.6
309.7
1,422
49.7
139
M
0
299.7
311
1,448
49.8
80
M
0
300.5
311.6
1,456
51.1
193
M
0
299.2
308.4
1,436
41.8
28
L
0
298.7
310.2
1,402
45.9
30
L
0
300.5
311.6
1,744
26.8
94
L
0
300.7
309.5
1,251
59.9
120
L
0
300.7
310.7
1,377
46.7
36
M
0
302.4
310.1
1,520
36.6
97
M
0
298
309.2
1,520
37.9
89
H
0
299.1
308.3
1,451
42.8
21
H
0
298.2
307.9
1,529
36.6
105
M
0
298.3
309.1
1,386
45.3
212
L
0
298
308.2
1,466
42.6
2
M
0
300.2
309.8
1,418
49.3
16
L
0
299.1
310.6
1,818
24.1
173
L
0
297.9
307.7
1,618
35.9
92
H
0
297.5
308.7
1,697
28.1
107
M
0
299.4
309
1,415
51.7
62
H
0
302.7
312
1,944
21.4
71
M
0
297.5
308.3
1,674
30
54
H
0
299.9
310.2
1,479
46.3
173
L
0
298.8
308.6
1,593
35.5
175
L
0
300.7
309.6
1,541
34.6
131
L
0
298.8
308.5
1,395
44.4
33
L
0
300.8
311
1,578
44.4
86
L
0
298
307.7
1,492
38.7
202
L
0
299.8
309.1
1,612
35.4
205
L
0
297.3
308.3
1,935
19.3
24
H
0
301.3
311
1,402
47.5
197
M
0
300.2
309.5
1,729
28.4
131
L
0
303.6
312
1,309
52.9
86
L
0
296.9
308
1,641
33.3
67
M
0
298.3
307.9
1,766
26.5
145
L
0
298.6
309.6
1,449
42.5
16
H
0
302.1
311.2
1,519
39.3
155
L
0
299.2
308.5
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50
144
L
0
297.2
308.6
1,284
51.3
32
M
0
299.7
310.6
1,616
35.1
142
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0
298.7
309.6
1,738
27.3
79
M
0
298.8
309.9
1,482
39.1
45
L
0
300.1
309.4
1,464
41.7
30
L
0
297.9
308
1,490
46.2
6
L
0
298.5
309.6
1,492
41.7
100
M
0
296.1
307.1
1,485
36
169
M
0
303.8
313.1
1,869
25.8
211
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0
300.6
309.4
1,380
47.6
246
H
0
301.2
311
1,567
35.1
64
L
0
303.6
311.8
1,627
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104
M
0
303.5
312.9
1,332
52.9
66
L
0
300.9
312
1,397
42.7
212
H
0
301
311.3
1,349
47
71
L
0
298.5
309.7
1,437
42.6
120
L
0
300.4
310.2
1,613
36.9
231
M
0
297.2
307.9
1,493
38.4
146
L
0
301.5
310.6
1,587
33.7
122
L
0
296.9
307.9
1,979
20.4
68
M
0
299.6
310.9
1,630
29.8
206
M
0
297
307.8
1,404
40.7
184
H
0
300.1
309.1
1,400
46.7
77
L
0
298.8
308.8
1,441
40.5
63
M
0
297.5
309.2
1,804
27.4
215
M
0
298.3
309.1
1,387
52.3
160
L
0
302.6
311.5
1,599
37
211
L
0
298.2
308.2
1,446
38.2
61
L
0
299.8
311.1
1,562
35.7
170
M
0
297.2
308.5
1,447
47.9
188
L
0
301.8
310.7
1,551
37.7
64
L
0
298.5
309.4
1,517
40.2
45
L
0
299.4
310.9
1,446
47.3
12
M
0
302.3
310.1
1,513
40.4
22
L
0
297.4
308.7
1,349
48.9
120
H
0
299.9
309.2
1,574
36.5
177
M
0
298.5
309.7
1,523
44.6
83
M
0
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