UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,501
M
298
324.111111
2,101
17.4
198
0
1,502
M
298
324.111111
1,436
48.2
201
0
1,503
L
298
324.111111
1,462
48.2
204
0
1,504
L
298
324.111111
1,771
26.2
206
0
1,505
L
298
324.111111
1,506
47
208
0
1,506
L
298
324.111111
1,626
36.7
210
0
1,507
L
298
324.481482
1,610
33.7
212
0
1,508
M
298
323.740741
1,376
55.7
214
0
1,509
M
298
323.740741
1,507
37.3
217
0
1,510
L
298
323.37037
1,429
37.7
220
1
1,511
M
298.1
324.111111
1,547
38.9
0
0
1,512
L
298.1
324.111111
1,642
30.3
3
0
1,513
H
298
324.111111
1,503
36.3
5
0
1,514
L
298.1
324.111111
1,568
32.9
10
0
1,515
M
298.1
324.481482
1,628
37.6
12
0
1,516
M
298.2
324.851852
1,614
35.5
15
0
1,517
L
298.2
324.851852
1,278
54
18
0
1,518
M
298.2
324.851852
1,408
38.8
20
0
1,519
H
298.2
325.222222
1,371
55.7
23
0
1,520
M
298.2
324.851852
1,512
38.5
28
0
1,521
L
298.3
325.592593
1,472
40.1
31
0
1,522
M
298.2
324.851852
1,585
34.3
33
0
1,523
H
298.2
325.222222
1,562
37.7
36
0
1,524
L
298.3
325.222222
1,519
36.9
41
0
1,525
L
298.2
325.222222
1,601
35.8
43
0
1,526
L
298.2
325.222222
2,449
13.8
45
0
1,527
L
298.1
325.222222
1,787
27.6
47
0
1,528
H
298.1
325.592593
1,425
44.5
49
0
1,529
L
298.1
325.222222
1,559
34
54
0
1,530
L
298.1
325.222222
1,557
36
56
0
1,531
L
298.1
325.222222
1,497
40.5
58
0
1,532
H
298.1
325.222222
1,438
41.4
60
0
1,533
M
298.1
324.851852
1,417
39.2
65
0
1,534
M
298
324.851852
1,339
51.4
68
0
1,535
L
298
324.481482
1,757
29.1
71
0
1,536
L
298
324.481482
1,581
36.1
73
0
1,537
M
298.2
324.851852
1,326
54.4
75
0
1,538
M
298.4
325.592593
1,467
39.6
78
0
1,539
L
298.4
325.592593
1,798
29.6
81
0
1,540
M
298.5
325.962963
1,449
46.4
83
0
1,541
M
298.4
325.592593
1,525
39.3
86
0
1,542
L
298.4
325.222222
2,304
15.1
89
0
1,543
L
298.3
324.851852
1,379
54.7
91
0
1,544
L
298.4
324.851852
1,628
34.9
93
0
1,545
L
298.4
325.222222
1,474
52.7
95
0
1,546
M
298.4
325.222222
1,544
38.8
97
0
1,547
L
298.4
324.851852
1,391
48.4
100
0
1,548
L
298.3
324.851852
1,348
55.5
102
0
1,549
M
298.3
324.481482
1,349
52.1
104
0
1,550
L
298.4
324.851852
1,706
29.5
107
0
1,551
L
298.4
324.851852
1,638
32.4
109
0
1,552
L
298.4
324.481482
1,458
40.1
111
0
1,553
L
298.5
324.851852
1,781
27.8
113
0
1,554
L
298.5
324.481482
1,332
59.1
115
0
1,555
M
298.4
324.111111
1,584
31.7
117
0
1,556
L
298.4
323.740741
1,491
42
120
0
1,557
H
298.4
323.37037
1,398
47.1
122
0
1,558
L
298.3
323
1,585
30.6
127
0
1,559
M
298.2
322.62963
1,476
43.5
129
0
1,560
L
298.2
322.62963
1,458
41.8
132
0
1,561
M
298.2
323
1,510
39.9
134
0
1,562
L
298.2
323
1,388
53.8
137
0
1,563
L
298.2
322.62963
2,216
16.8
139
0
1,564
L
298.2
322.62963
1,402
51
141
0
1,565
M
298
322.259259
2,090
19
143
0
1,566
L
298
322.259259
1,459
42.1
146
0
1,567
M
298
321.888889
1,403
44.8
148
0
1,568
L
298.1
322.259259
1,521
39.3
151
0
1,569
L
298.2
322.259259
1,407
47.1
153
0
1,570
M
298.1
322.259259
1,654
35.3
155
0
1,571
L
298.2
323
1,452
43.5
158
0
1,572
L
298.3
323
1,528
37.3
160
0
1,573
L
298.2
322.62963
1,230
59.6
162
0
1,574
L
298.2
322.259259
1,466
42.4
164
0
1,575
L
298.2
322.259259
1,478
50.1
166
0
1,576
L
298.2
322.62963
2,057
18
168
0
1,577
L
298.3
323
1,490
41.7
170
0
1,578
L
298.3
323
1,484
43.4
172
0
1,579
L
298.3
323
1,593
37
174
0
1,580
L
298.3
322.62963
1,444
43.8
176
0
1,581
M
298.3
323
1,444
47.5
178
0
1,582
M
298.2
322.62963
1,560
33
181
0
1,583
H
298.1
322.62963
1,530
42
184
0
1,584
L
298.2
323
1,310
61
189
1
1,585
M
298.2
322.62963
1,639
33.3
191
0
1,586
L
298.2
322.62963
1,400
48.7
194
0
1,587
M
298.3
323
1,486
44.2
196
0
1,588
M
298.2
322.62963
1,448
43.3
199
0
1,589
L
298.2
322.62963
1,688
32
202
0
1,590
M
298.1
322.62963
1,453
41.5
204
0
1,591
L
298.2
323
1,497
37.7
207
0
1,592
L
298.2
323
1,355
49.4
209
0
1,593
L
298.1
323
1,592
38.2
211
0
1,594
L
298
322.62963
1,544
34.7
213
0
1,595
M
298
322.259259
1,373
51.2
215
0
1,596
L
298
322.259259
1,365
52.9
218
1
1,597
L
298
321.888889
1,877
24.3
0
0
1,598
L
297.9
321.888889
1,531
40.8
2
0
1,599
L
297.9
321.518519
1,501
36.7
4
0
1,600
L
297.9
321.518519
1,490
46.2
6
0