UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,701
M
298
320.037037
1,844
23.8
44
0
1,702
L
298
320.407407
1,479
42.5
47
0
1,703
L
298
320.407407
1,430
47.3
49
0
1,704
M
298.1
320.777778
1,636
36.7
51
0
1,705
M
298.1
320.777778
1,503
44.7
54
0
1,706
M
298.1
320.777778
1,608
32.6
57
0
1,707
L
298.2
320.777778
1,521
42.9
60
0
1,708
L
298.2
320.777778
1,439
41.6
62
0
1,709
L
298.2
320.777778
1,627
31.5
64
0
1,710
L
298.2
320.777778
1,749
26.1
66
0
1,711
L
298.2
320.777778
1,530
35.9
68
0
1,712
L
298.2
320.777778
1,355
51.3
70
0
1,713
L
298.3
321.148148
1,551
33.8
72
0
1,714
L
298.2
320.777778
1,515
46.7
74
0
1,715
L
298.2
320.777778
1,388
48.6
76
0
1,716
L
298.2
320.777778
1,585
34.6
78
0
1,717
L
298.1
320.407407
1,523
37.7
80
0
1,718
L
298.2
320.037037
1,369
54.5
82
0
1,719
M
298.2
320.407407
1,681
31
84
0
1,720
L
298.2
320.407407
1,503
38.3
87
0
1,721
L
298.2
320.407407
1,459
44.5
89
0
1,722
L
298.2
320.407407
1,688
32.4
91
0
1,723
M
298.2
320.407407
1,952
21.6
93
0
1,724
L
298.2
320.777778
2,029
19.9
96
0
1,725
M
298.3
320.777778
1,457
52.5
98
0
1,726
M
298.3
320.777778
1,392
50.4
101
0
1,727
L
298.3
320.777778
1,906
22.1
104
0
1,728
M
298.3
320.407407
1,602
33.4
106
0
1,729
L
298.3
320.407407
1,465
49.4
109
0
1,730
M
298.3
320.407407
1,439
43.8
111
0
1,731
M
298.3
320.777778
1,330
55.4
114
0
1,732
M
298.3
321.148148
1,485
42
117
0
1,733
H
298.4
321.148148
1,700
28.2
120
0
1,734
L
298.4
321.518519
1,515
42.8
125
0
1,735
M
298.5
321.888889
1,501
39.2
127
0
1,736
L
298.4
321.518519
1,380
47.6
130
0
1,737
L
298.4
321.148148
1,544
35.9
132
0
1,738
L
298.4
321.148148
1,743
27.3
134
0
1,739
H
298.4
321.148148
1,948
21.4
136
0
1,740
H
298.5
321.148148
1,260
54.2
141
0
1,741
M
298.5
321.148148
1,640
33.1
146
0
1,742
M
298.5
321.518519
1,363
49.2
149
0
1,743
L
298.5
321.518519
1,379
49.6
152
0
1,744
M
298.5
321.518519
1,713
25.8
154
0
1,745
M
298.5
321.518519
1,461
51.9
157
0
1,746
L
298.5
321.518519
1,624
29.8
160
0
1,747
L
298.4
321.518519
1,526
41.1
162
0
1,748
L
298.4
321.148148
2,381
14.2
164
0
1,749
H
298.4
320.407407
1,626
31.1
166
0
1,750
L
298.3
320.407407
1,576
33.8
171
0
1,751
M
298.4
320.777778
1,617
31.6
173
0
1,752
L
298.3
320.037037
1,942
20.6
176
0
1,753
L
298.2
320.037037
1,492
37.2
178
0
1,754
L
298.2
319.666667
1,470
51.3
180
0
1,755
M
298
319.296296
1,463
46.5
182
0
1,756
L
298
318.925926
1,424
46.5
185
0
1,757
M
298.1
319.296296
1,363
60.1
187
0
1,758
M
298.1
319.296296
1,335
56.2
190
0
1,759
L
298.1
319.296296
1,608
33.9
193
0
1,760
H
298
319.296296
1,606
35.2
195
0
1,761
L
298.1
319.666667
1,684
33.1
200
0
1,762
L
298.1
320.037037
1,950
20.3
202
0
1,763
H
298.2
320.037037
1,460
48.6
204
0
1,764
L
298.2
320.037037
1,511
31
209
1
1,765
H
298.2
320.037037
1,318
55.7
0
0
1,766
L
298.2
320.037037
1,368
51.8
5
0
1,767
M
298.3
320.407407
1,717
27.1
7
0
1,768
M
298.3
320.407407
1,520
41.4
10
0
1,769
M
298.3
320.777778
1,485
42
13
0
1,770
L
298.4
321.148148
1,981
23.2
16
0
1,771
H
298.4
321.148148
1,605
31
18
0
1,772
L
298.4
321.148148
1,446
45.3
23
0
1,773
L
298.4
321.518519
1,508
47.9
25
0
1,774
L
298.5
321.518519
1,384
59.5
27
0
1,775
M
298.5
321.518519
1,519
37.3
29
0
1,776
L
298.5
321.518519
1,404
48.1
32
0
1,777
L
298.5
321.888889
1,564
31.1
34
0
1,778
H
298.6
322.259259
1,555
36.8
36
0
1,779
L
298.6
322.259259
1,325
54
41
0
1,780
M
298.6
322.259259
1,488
44
43
0
1,781
L
298.5
322.259259
1,595
32.3
46
0
1,782
L
298.5
321.888889
1,662
28.6
48
0
1,783
L
298.4
321.518519
1,571
37.4
50
0
1,784
H
298.3
321.518519
1,553
41
52
0
1,785
L
298.3
321.518519
2,886
3.8
57
1
1,786
L
298.2
321.518519
1,538
38.2
59
0
1,787
L
298.4
322.259259
1,618
33
61
0
1,788
L
298.4
322.259259
1,364
45.9
63
0
1,789
L
298.3
321.518519
1,442
47.3
65
0
1,790
L
298.2
321.148148
1,313
67.3
67
1
1,791
L
298.2
321.148148
1,847
23.6
69
0
1,792
L
298.1
320.777778
1,524
40.8
71
0
1,793
M
298.1
320.407407
1,445
48
73
0
1,794
L
298.1
320.777778
1,761
28.2
76
0
1,795
M
298.1
320.777778
1,514
43.5
78
0
1,796
M
298.1
320.407407
1,498
38.3
81
0
1,797
H
298.1
320.037037
1,542
37.1
84
0
1,798
M
298
320.037037
1,508
41.8
89
0
1,799
M
298
319.666667
1,431
52.9
92
0
1,800
M
298
319.666667
1,427
45.1
95
0