UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,901
H
297.9
320.037037
1,493
36
161
0
1,902
M
297.9
320.037037
1,505
40.1
166
0
1,903
L
298
320.037037
1,694
29.1
169
0
1,904
L
297.9
320.037037
1,968
20.4
171
0
1,905
M
298
320.037037
1,569
35.6
173
0
1,906
L
297.9
320.037037
1,687
29.1
176
0
1,907
L
297.9
320.037037
1,430
52.4
178
0
1,908
L
297.9
320.037037
1,504
42.4
180
0
1,909
L
297.9
320.037037
1,977
20.2
182
0
1,910
L
298
320.407407
1,435
45.6
184
0
1,911
H
298
320.407407
1,547
36.8
186
0
1,912
M
298.1
320.777778
1,316
57.2
191
0
1,913
M
298
320.407407
1,621
34.9
194
0
1,914
M
298
320.777778
1,492
40.2
197
0
1,915
L
298
320.407407
1,643
32.3
200
0
1,916
L
298
320.407407
1,492
38.7
202
0
1,917
L
298
320.407407
1,387
50.8
204
0
1,918
M
298.1
321.148148
1,463
47.3
206
0
1,919
M
298.1
321.148148
1,496
40
0
0
1,920
L
298.2
321.518519
1,658
30
3
0
1,921
L
298.1
321.148148
2,161
17.5
5
0
1,922
L
298.1
321.148148
1,665
32
7
0
1,923
L
298
320.777778
1,716
26.6
9
0
1,924
L
298
320.407407
1,529
34.1
11
0
1,925
L
297.9
320.407407
1,353
50.7
13
0
1,926
L
297.9
320.407407
1,537
37.7
15
0
1,927
L
298
320.407407
1,606
30.8
17
0
1,928
H
298
320.777778
1,314
47.8
19
0
1,929
L
298
320.777778
1,623
29.9
24
0
1,930
M
298
320.777778
1,483
50.9
26
0
1,931
M
298.1
321.148148
1,569
37
29
0
1,932
M
298.2
321.518519
1,969
21.7
32
0
1,933
M
298.1
321.518519
1,686
29.3
35
0
1,934
L
298.1
321.518519
1,638
35.1
38
0
1,935
L
298.1
321.148148
1,698
33.3
40
0
1,936
M
298.1
321.148148
1,377
55.1
42
0
1,937
M
298.1
321.518519
2,129
18.4
45
0
1,938
L
298.2
321.518519
1,411
42.4
48
0
1,939
L
298.1
321.148148
1,517
40.8
50
0
1,940
M
298.1
321.148148
1,303
53.9
52
0
1,941
L
298.1
321.148148
1,578
35.6
55
0
1,942
L
298.1
321.148148
1,425
58.2
57
0
1,943
L
298.1
321.518519
1,456
42.4
59
0
1,944
L
298.1
321.518519
1,704
30.9
61
0
1,945
L
298.1
321.888889
1,791
27.3
63
0
1,946
L
298.1
321.888889
1,616
32.8
65
0
1,947
L
298.2
321.888889
1,622
34.9
67
0
1,948
L
298.2
321.888889
1,462
49.9
69
0
1,949
L
298.1
321.888889
1,410
45.8
71
0
1,950
M
298.1
321.518519
1,543
41.9
73
0
1,951
M
298
321.148148
1,479
47.6
76
0
1,952
L
298
320.777778
1,839
22.7
79
0
1,953
L
298
320.777778
1,266
60.5
81
0
1,954
L
297.9
320.407407
1,593
34.9
83
0
1,955
L
297.9
320.777778
1,459
46.9
85
0
1,956
L
297.9
320.407407
1,308
55.2
87
0
1,957
M
297.9
320.407407
1,364
46.8
89
0
1,958
H
297.9
320.407407
1,618
35.9
92
0
1,959
H
297.9
320.407407
1,464
43.2
97
0
1,960
M
297.8
320.037037
1,352
49.4
102
0
1,961
L
297.8
320.037037
1,446
51.4
105
0
1,962
L
297.8
319.666667
1,448
51.2
107
0
1,963
L
297.8
319.666667
1,391
48.6
109
0
1,964
L
297.7
319.666667
1,379
43.3
111
0
1,965
M
297.8
319.666667
1,405
46.9
113
0
1,966
L
297.8
319.666667
1,581
33.1
116
0
1,967
L
297.9
320.037037
1,515
40.5
118
0
1,968
L
297.9
320.037037
1,589
37.8
120
0
1,969
L
298
320.037037
1,281
50.8
122
0
1,970
H
297.8
319.666667
1,631
31.3
124
0
1,971
M
297.9
320.037037
1,202
67
129
0
1,972
L
297.9
320.037037
1,298
52.7
132
0
1,973
L
297.9
320.037037
1,612
30.7
134
0
1,974
L
297.9
320.037037
1,747
25.3
136
0
1,975
L
298
320.037037
1,450
48.7
138
0
1,976
L
298
320.407407
1,422
45.6
140
0
1,977
M
298.1
320.407407
1,419
47.4
142
0
1,978
M
298.1
320.407407
1,633
30.7
145
0
1,979
L
298
320.407407
1,442
43.6
148
0
1,980
H
298
320.037037
1,420
45.8
150
0
1,981
M
298
320.037037
1,301
58.5
155
0
1,982
L
298
320.037037
1,385
45
158
0
1,983
M
298
320.407407
1,487
41.3
160
0
1,984
M
298
320.037037
1,459
44.4
163
0
1,985
M
298
319.666667
1,387
45.5
166
0
1,986
L
298.1
320.407407
1,537
40.8
169
0
1,987
L
298.1
320.037037
1,498
42.9
171
0
1,988
M
298.2
320.777778
1,599
31.2
173
0
1,989
H
298.3
321.148148
1,420
39.2
176
0
1,990
L
298.2
321.148148
1,785
23.4
181
0
1,991
L
298.2
320.777778
1,423
48.1
183
0
1,992
M
298.2
320.777778
1,583
36.6
185
0
1,993
L
298.2
320.777778
1,375
46.6
188
0
1,994
M
298.3
321.518519
1,463
42.5
190
0
1,995
M
298.2
321.148148
1,403
45.1
193
0
1,996
L
298.3
321.518519
1,451
47.1
196
0
1,997
M
298.4
321.518519
1,416
38.2
198
1
1,998
L
298.3
321.888889
1,672
41.3
0
0
1,999
H
298.3
321.518519
1,637
30.8
2
0
2,000
L
298.4
321.518519
1,540
37.8
7
0