UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
3,901
M
302.1
333
1,450
51.6
86
0
3,902
H
302.2
333
1,553
34.1
89
0
3,903
L
302.2
333
1,630
34.6
94
0
3,904
H
302.2
333
1,476
39.6
96
0
3,905
H
302.2
333
1,426
50.6
101
0
3,906
M
302.2
333.37037
1,561
34.9
106
0
3,907
L
302.3
333.37037
1,297
62.5
109
0
3,908
M
302.3
333.37037
1,842
23.9
111
0
3,909
L
302.3
333.37037
1,633
36.4
114
0
3,910
H
302.3
333.740741
1,744
30.3
116
0
3,911
L
302.4
334.111111
1,831
26.9
121
0
3,912
M
302.3
333.740741
1,339
50.8
123
0
3,913
L
302.4
334.111111
1,475
40.4
126
0
3,914
M
302.4
334.111111
1,675
29.6
128
0
3,915
L
302.5
334.481482
1,493
35.1
131
0
3,916
L
302.5
334.481482
1,700
29.5
133
0
3,917
L
302.6
334.851852
1,453
37
135
0
3,918
L
302.6
335.222222
1,542
34.1
137
0
3,919
M
302.5
334.481482
1,358
52.7
139
0
3,920
H
302.5
334.481482
1,655
32.3
142
0
3,921
L
302.6
334.481482
1,885
27.5
147
0
3,922
L
302.7
334.481482
1,494
41.4
149
0
3,923
M
302.6
334.111111
1,757
29.5
151
0
3,924
M
302.6
334.111111
1,718
31.2
154
0
3,925
M
302.5
334.111111
1,636
35
157
0
3,926
L
302.6
334.851852
1,638
29.6
160
0
3,927
L
302.6
334.481482
1,609
36
162
0
3,928
H
302.7
334.481482
1,556
35
164
0
3,929
L
302.6
334.481482
1,442
59.8
169
1
3,930
M
302.7
334.851852
1,501
38.8
171
0
3,931
M
302.6
334.851852
2,041
19.2
174
0
3,932
M
302.7
335.222222
1,784
25.1
177
0
3,933
L
302.6
334.851852
1,953
22.4
180
0
3,934
L
302.6
334.851852
1,576
34.7
182
0
3,935
M
302.6
334.851852
1,518
39
184
0
3,936
M
302.6
334.851852
1,227
68.2
187
1
3,937
L
302.5
334.481482
1,985
18.8
190
0
3,938
L
302.5
334.481482
1,802
26.4
192
0
3,939
L
302.5
334.481482
1,603
32.4
194
0
3,940
L
302.5
334.851852
1,400
54
196
0
3,941
L
302.3
334.481482
1,395
54.2
198
0
3,942
L
302.2
334.111111
1,987
19.9
200
0
3,943
M
302.2
334.111111
1,398
47.2
202
0
3,944
L
302.3
334.111111
1,333
66.7
205
1
3,945
L
302.2
333.37037
1,381
49.4
207
0
3,946
L
302.2
333.740741
1,570
36.1
0
0
3,947
M
302.2
333.740741
1,658
31
2
0
3,948
H
302.2
333.740741
1,749
29.2
5
0
3,949
M
302.2
333.740741
1,510
37.1
10
0
3,950
L
302.3
334.481482
1,384
50.8
13
0
3,951
L
302.3
334.111111
1,570
37.2
15
0
3,952
M
302.3
334.111111
1,571
32.7
17
0
3,953
L
302.3
334.111111
1,476
37.3
20
0
3,954
M
302.3
334.111111
1,484
39.5
22
0
3,955
M
302.3
334.111111
1,909
23.2
25
0
3,956
L
302.3
334.481482
1,448
49.6
28
0
3,957
M
302.3
334.111111
1,500
40.2
30
0
3,958
L
302.2
334.111111
1,510
44.9
33
0
3,959
L
302.2
333.740741
1,378
55.5
35
0
3,960
M
302.2
334.111111
1,538
37.4
37
0
3,961
L
302.2
334.111111
1,390
48.1
40
0
3,962
M
302.2
334.111111
1,642
32.1
42
0
3,963
L
302.4
334.481482
1,785
24.8
45
0
3,964
H
302.3
334.481482
1,526
38.2
47
0
3,965
M
302.3
334.851852
1,668
33.2
52
0
3,966
L
302.3
334.481482
1,507
37.5
55
0
3,967
L
302.3
334.481482
1,530
37.8
57
0
3,968
M
302.3
334.111111
1,479
45.6
59
0
3,969
M
302.3
334.111111
1,418
41.3
62
0
3,970
L
302.3
334.111111
1,504
38.7
65
0
3,971
M
302.3
334.111111
1,345
47.6
67
0
3,972
H
302.2
334.111111
1,625
35.4
70
0
3,973
L
302.3
334.111111
1,511
34.7
75
0
3,974
L
302.3
334.111111
1,535
41.8
77
0
3,975
L
302.4
334.481482
1,505
37.9
79
0
3,976
H
302.4
334.481482
1,540
43.7
81
0
3,977
H
302.3
334.111111
1,372
46
86
0
3,978
M
302.2
333.740741
1,510
36.6
91
0
3,979
L
302.2
333.740741
1,382
46.4
94
0
3,980
L
302.3
333.740741
1,439
41.8
96
0
3,981
M
302.2
333.740741
1,375
47
98
0
3,982
M
302.2
333.740741
1,931
21.9
101
0
3,983
L
302.2
333.740741
1,475
48.6
104
0
3,984
L
302.2
333.740741
1,389
46.9
106
0
3,985
L
302.3
333.740741
1,652
32.8
108
0
3,986
L
302.3
333.37037
1,386
50.3
110
0
3,987
M
302.2
333.740741
1,577
29.8
112
0
3,988
M
302.3
333.740741
1,444
43.1
115
0
3,989
L
302.2
333.740741
1,554
40.2
118
0
3,990
L
302.2
333.740741
1,602
32.8
120
0
3,991
H
302.2
333.37037
1,692
28.2
122
0
3,992
L
302.3
333.740741
1,682
34.4
127
0
3,993
L
302.3
333.740741
1,614
34.1
129
0
3,994
L
302.3
333.740741
1,324
47.8
131
0
3,995
L
302.3
334.111111
1,434
40.3
133
0
3,996
L
302.3
333.740741
1,621
31.6
135
0
3,997
M
302.3
333.740741
1,625
33.1
137
0
3,998
L
302.2
333
1,394
53.7
140
0
3,999
L
302.1
332.62963
1,586
35.1
142
0
4,000
L
302
332.62963
1,420
45.9
144
0