Datasets:
pgurazada1
/
machine-failure-mlops-demo-logs

Dataset card Data Studio Files Community
1
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
299.8
309.6
1,434
48
82
M
0
298.9
310.2
1,331
49
121
M
0
297.4
308.3
1,472
45.5
2
L
0
300.2
311
2,370
14.7
144
M
0
298.9
310.1
1,442
48
181
L
0
302
311
1,563
36.2
8
L
0
301.3
310.3
1,313
55.6
127
L
0
299.4
309.2
1,621
34.5
48
L
0
302.3
311.9
1,508
42.3
159
M
0
298.5
309.5
1,480
38.1
160
L
0
300.3
309.2
1,364
47.6
45
M
0
301.1
310
1,433
48.1
14
M
0
302.4
310.3
1,479
36.2
115
L
0
301.6
311.2
1,408
42.9
89
L
0
301.9
310.9
1,567
39
214
L
0
299
310.2
1,682
28.8
49
L
0
298.8
308.8
1,991
20.7
59
L
0
297.5
308.4
1,350
52.2
157
M
0
296.7
308
1,451
50.7
197
L
0
300.6
310.4
1,401
42.6
114
L
0
299.3
309.1
1,531
37.9
127
L
0
300.2
309.8
1,743
24.1
18
M
0
297.4
308.5
1,497
36.4
56
M
0
298.2
309.7
1,585
37.4
118
L
0
301.6
310.9
1,385
50.7
195
L
0
302.1
310.6
1,517
38.9
2
M
0
301.7
311.2
1,589
37.9
75
L
0
298.9
309.6
1,284
55.3
166
M
0
300.8
311.2
1,429
52.3
77
M
0
298.9
310
1,452
48.9
185
L
0
301.7
310.6
1,406
46
112
L
0
299.1
308.1
1,479
40.7
10
L
0
300.7
310.9
1,468
41.8
112
M
0
298.4
308.9
1,501
50
203
L
0
302.2
311.7
1,556
38.6
145
L
0
301.2
310.6
1,670
30
40
L
0
300.1
309.7
1,641
30.4
41
L
0
300.7
311.1
2,377
14.3
135
L
0
297.5
308.7
1,453
37.6
112
L
0
302.5
312
1,451
43.2
189
M
0
300.2
311.7
1,448
54.2
173
L
0
300.1
311.3
1,518
40.2
130
M
0
300.2
311.4
1,483
44.4
141
L
0
299.2
308.4
1,509
39.4
0
L
0
297.8
308.4
1,512
39.9
181
L
0
297.5
308.6
1,352
52.6
12
L
0
301.7
311.3
1,421
45.9
85
L
0
300.4
311.6
1,674
33
172
L
0
297.3
308.8
1,554
36.1
70
L
0
297.8
308.8
1,548
36.9
64
L
0
300.5
311.8
1,591
42
182
M
0
302.4
312
1,545
36.4
12
L
0
298.5
309.5
1,561
34.8
35
L
0
299.3
309
1,425
40.6
123
H
0
304.1
313.2
1,452
48
126
L
0
302.3
311.2
1,432
42.7
68
M
0
302.3
311.7
1,517
37.6
124
M
0
297.4
308.3
1,535
34.6
51
M
0
304
312.9
1,313
53.9
202
L
0
297.7
309.1
1,435
38.8
165
L
0
298.1
308.4
1,515
43.8
6
H
0
300.6
312
1,406
55.1
136
L
0
302
311.2
1,270
65.3
182
L
1
301.4
310.7
1,459
37.7
40
M
0
297.1
308.3
1,763
25.7
139
L
0
300.9
310.9
1,474
35.7
175
H
0
299.3
308.6
1,605
37
78
L
0
302.4
311.4
1,475
40.4
126
L
0
297.3
308.7
1,655
34.1
21
M
0
296.8
307.8
1,565
39.5
124
L
0
302.3
311.6
1,784
26.4
79
L
0
302.3
311.7
1,540
28.9
149
M
0
303.8
312.9
1,819
23.7
16
L
0
302.3
311.7
1,544
43.2
128
L
0
298.7
308.4
1,441
43.2
132
M
0
298.8
308.4
1,401
47.3
10
L
0
297.4
308.2
1,401
51.9
117
M
0
297.1
307.9
1,492
39.4
171
L
0
299.3
309
1,732
29.7
141
H
0
297.5
308.1
1,334
72
151
M
1
302.3
310.8
1,723
26.3
213
L
0
301.9
311
1,642
33.1
126
L
0
303.6
313
1,522
35.8
133
L
0
303.5
312.4
1,340
44.5
76
L
0
300.8
310.4
1,368
46.8
21
L
0
297.3
308.1
1,615
35.4
217
L
0
300.4
309.8
1,421
47.2
0
M
0
303
311.2
1,383
44.6
198
L
0
300.7
310.1
1,598
32.8
79
L
0
300.5
310.5
1,695
26.7
28
L
0
296.8
307.4
1,549
48.3
105
L
0
302.7
311.7
1,480
45.2
8
L
0
297.3
308.6
1,471
50.7
157
M
0
301.1
311
1,378
51.1
190
L
0
300.4
311.4
1,936
23.9
131
L
0
300
309.9
1,651
28.1
114
M
0
300.5
309.5
1,777
23.6
0
L
0
298.9
308.7
1,772
28.4
177
M
0
302.3
310.8
1,377
47.3
22
L
0
300.6
310.5
1,570
38.3
14
L
0