UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
2,701
L
299.9
326.333333
1,473
40.4
59
0
2,702
L
299.9
325.962963
1,333
50.8
61
0
2,703
L
299.8
325.962963
1,760
25.9
63
0
2,704
M
299.8
325.962963
1,372
58.2
65
0
2,705
M
299.7
325.962963
1,608
34.4
68
0
2,706
L
299.7
325.962963
1,326
64.8
71
0
2,707
M
299.6
325.592593
1,560
37.1
73
0
2,708
M
299.6
325.222222
1,539
36.1
76
0
2,709
L
299.6
325.592593
2,266
15.3
79
0
2,710
L
299.6
325.592593
1,641
35.8
81
0
2,711
L
299.6
325.592593
1,574
39.2
83
0
2,712
L
299.6
325.592593
1,407
50.6
85
0
2,713
H
299.7
325.962963
1,302
55.5
87
0
2,714
M
299.6
325.962963
1,651
30.8
92
0
2,715
M
299.6
325.592593
1,366
55.2
95
0
2,716
M
299.5
325.222222
1,701
28.6
98
0
2,717
L
299.5
325.222222
1,498
44.6
101
0
2,718
M
299.5
325.592593
1,422
45.3
103
0
2,719
L
299.5
325.592593
1,357
47.3
106
0
2,720
L
299.5
325.962963
1,690
29.2
108
0
2,721
L
299.6
325.962963
1,559
39.1
110
0
2,722
M
299.6
326.333333
1,553
32.4
112
0
2,723
L
299.6
326.333333
1,558
34.8
115
0
2,724
L
299.7
326.703704
1,362
51.9
117
0
2,725
M
299.8
326.333333
1,470
42.7
119
0
2,726
L
299.8
326.703704
1,555
34.8
122
0
2,727
M
299.8
326.703704
1,423
42.9
124
0
2,728
L
299.7
326.333333
1,434
38.5
127
0
2,729
L
299.7
326.333333
1,779
25.5
129
0
2,730
L
299.7
326.333333
1,417
54.6
131
0
2,731
L
299.6
325.962963
1,425
45.9
133
0
2,732
M
299.7
325.962963
1,597
32.9
135
0
2,733
L
299.7
325.962963
1,346
57.4
138
0
2,734
L
299.7
325.962963
1,422
40.4
140
0
2,735
H
299.7
325.962963
1,572
32.8
142
0
2,736
L
299.7
325.962963
1,412
45.4
147
0
2,737
M
299.7
325.592593
1,576
36.4
149
0
2,738
M
299.7
325.592593
1,508
41.2
152
0
2,739
M
299.8
325.592593
1,496
44.4
155
0
2,740
L
299.8
325.962963
1,572
35.4
158
0
2,741
L
299.6
325.222222
1,525
42.8
160
0
2,742
L
299.6
325.222222
1,378
51.9
162
0
2,743
L
299.6
325.592593
1,369
51.4
164
0
2,744
L
299.6
325.592593
1,476
45.3
166
0
2,745
L
299.7
325.962963
1,620
30
168
0
2,746
M
299.7
325.592593
1,603
38.5
170
0
2,747
L
299.7
325.962963
1,411
46.1
173
0
2,748
L
299.7
325.962963
1,616
31.6
175
0
2,749
L
299.7
325.962963
1,631
35.1
177
0
2,750
M
299.7
325.962963
1,685
28.9
179
1
2,751
H
299.7
325.962963
1,456
40.6
182
0
2,752
L
299.7
325.592593
1,417
50.1
187
0
2,753
M
299.7
325.592593
1,851
24.7
189
0
2,754
L
299.7
325.592593
1,715
27.8
192
0
2,755
H
299.6
325.592593
1,630
32.3
194
0
2,756
L
299.7
325.962963
1,478
38.8
199
0
2,757
L
299.7
325.962963
1,781
29.6
201
0
2,758
L
299.8
325.962963
1,439
36.1
203
0
2,759
M
299.7
325.962963
1,412
45.3
205
0
2,760
L
299.7
325.592593
1,483
41.1
208
0
2,761
L
299.8
325.962963
1,400
42.6
210
0
2,762
L
299.8
326.333333
1,299
65.1
212
1
2,763
L
299.8
325.962963
1,479
44.4
214
0
2,764
L
299.8
325.962963
1,491
47.5
216
0
2,765
M
299.9
326.333333
1,389
52.8
0
0
2,766
M
299.9
326.703704
1,399
54.8
3
0
2,767
M
299.9
326.703704
1,889
26
6
0
2,768
L
300
327.074074
1,925
21.9
9
0
2,769
L
300
327.074074
1,675
30.2
11
0
2,770
M
300
327.444444
1,477
38.1
13
0
2,771
L
300
327.444444
1,364
45.9
16
0
2,772
L
299.9
327.074074
1,451
39.4
18
0
2,773
L
299.9
326.703704
1,467
41.2
20
0
2,774
L
299.9
326.703704
1,858
22.5
22
0
2,775
L
300.1
326.703704
1,559
39.7
24
0
2,776
L
300.1
326.703704
1,560
47.7
26
0
2,777
L
300.1
326.703704
1,453
47.6
28
0
2,778
L
300.1
326.703704
1,464
41.7
30
0
2,779
L
300
326.703704
1,308
50.2
32
0
2,780
L
300.1
327.074074
1,353
50.9
34
0
2,781
M
300.2
327.444444
1,556
35.8
36
0
2,782
L
300.2
327.074074
2,183
17.8
39
0
2,783
M
300.2
327.444444
1,491
41.8
41
0
2,784
M
300.2
327.444444
1,528
35.1
44
0
2,785
L
300.2
327.444444
1,430
52.7
47
0
2,786
L
300.2
327.074074
1,495
32.6
49
0
2,787
M
300.2
327.074074
1,630
28.3
51
0
2,788
M
300.3
327.444444
1,524
38.4
54
0
2,789
L
300.3
327.444444
1,326
52.4
57
0
2,790
H
300.3
327.074074
1,438
44
59
0
2,791
L
300.4
327.444444
1,356
45.9
64
0
2,792
H
300.4
327.444444
1,416
43.3
66
0
2,793
L
300.4
327.814815
1,584
32.6
71
0
2,794
L
300.3
327.444444
1,597
31.8
73
0
2,795
L
300.4
327.444444
1,553
43.9
75
0
2,796
M
300.3
327.074074
1,405
49.4
77
0
2,797
L
300.2
327.074074
1,539
35.3
80
0
2,798
M
300.3
327.444444
1,398
53.7
82
0
2,799
L
300.3
327.444444
1,568
39.6
85
0
2,800
L
300.3
327.444444
1,404
44.6
87
0