UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
5,901
M
300.9
331.518519
1,485
41
181
0
5,902
L
301
331.518519
1,464
45.8
184
0
5,903
L
300.9
331.148148
1,598
35.4
186
0
5,904
L
300.9
330.777778
1,894
21.9
188
0
5,905
M
300.8
330.777778
1,330
59
190
0
5,906
H
300.8
330.777778
1,582
31.1
193
0
5,907
L
300.7
330.037037
1,533
35.6
198
0
5,908
H
300.8
330.407407
1,419
46.4
200
0
5,909
M
300.8
330.037037
1,526
36.3
205
0
5,910
H
300.7
329.666667
1,364
65.3
208
1
5,911
M
300.8
330.037037
1,458
43.4
0
0
5,912
M
300.8
330.407407
1,288
64
3
0
5,913
M
300.7
330.037037
1,659
29.8
6
0
5,914
H
300.7
329.666667
1,479
52.3
9
0
5,915
L
300.7
330.037037
1,592
36
14
0
5,916
M
300.6
329.666667
1,532
38.7
16
0
5,917
L
300.6
329.666667
1,555
41.9
19
0
5,918
L
300.6
329.666667
1,341
52.6
21
0
5,919
L
300.6
329.296296
1,541
42
23
0
5,920
L
300.6
330.037037
1,414
50.6
25
0
5,921
L
300.5
329.666667
1,764
25.9
27
0
5,922
L
300.5
330.037037
1,336
57.1
29
0
5,923
L
300.5
330.037037
1,435
43.3
31
0
5,924
M
300.4
330.037037
1,537
35
33
0
5,925
L
300.3
329.666667
1,369
48.8
36
0
5,926
M
300.2
329.296296
1,619
31.3
38
0
5,927
L
300.2
329.296296
1,440
51.1
41
0
5,928
L
300.2
329.296296
1,649
30.5
43
0
5,929
M
300.2
329.296296
1,550
38.7
45
0
5,930
L
300.3
329.666667
1,471
45.2
48
0
5,931
L
300.3
330.037037
1,483
51.6
50
0
5,932
L
300.3
330.407407
1,336
54.4
52
0
5,933
L
300.5
330.777778
1,515
36.6
54
0
5,934
L
300.5
330.777778
1,373
47.4
56
0
5,935
H
300.6
330.777778
1,454
51.2
58
0
5,936
L
300.5
330.777778
1,646
34.5
63
0
5,937
M
300.5
330.407407
1,548
37.3
65
0
5,938
M
300.6
330.777778
1,462
41.3
68
0
5,939
L
300.5
330.407407
1,702
33.1
71
0
5,940
L
300.5
330.777778
1,409
60.9
73
0
5,941
M
300.6
331.148148
1,427
52.8
75
0
5,942
L
300.6
331.518519
1,438
48.5
78
1
5,943
L
300.7
331.518519
1,450
43.4
80
0
5,944
L
300.7
331.518519
1,541
41.3
82
0
5,945
M
300.7
331.148148
1,484
38
84
0
5,946
M
300.8
331.888889
1,415
44.5
87
0
5,947
L
300.7
331.888889
1,496
46.4
90
0
5,948
M
300.7
331.888889
1,465
45.2
92
0
5,949
L
300.7
331.888889
2,113
18.5
95
0
5,950
M
300.7
331.888889
1,506
44
97
0
5,951
L
300.7
331.888889
1,689
28.9
100
0
5,952
L
300.7
332.259259
1,650
29.4
102
0
5,953
L
300.7
331.888889
1,563
33.8
104
0
5,954
M
300.7
332.259259
1,486
38.9
106
0
5,955
L
300.8
332.259259
1,732
25.7
109
0
5,956
L
300.7
331.888889
1,653
31.6
111
0
5,957
L
300.7
332.259259
1,535
37.1
113
0
5,958
L
300.7
332.259259
1,637
37.2
115
0
5,959
L
300.6
331.888889
1,533
38.5
117
0
5,960
L
300.6
331.888889
1,378
51.2
119
0
5,961
L
300.5
331.518519
1,606
33.5
121
0
5,962
L
300.3
331.518519
1,539
32.3
123
0
5,963
L
300.5
331.888889
1,728
26.3
125
0
5,964
H
300.4
331.518519
1,656
36.3
127
0
5,965
H
300.5
331.888889
1,631
30.5
132
0
5,966
H
300.5
332.259259
1,447
46.5
137
0
5,967
L
300.4
331.888889
1,396
49.3
142
0
5,968
L
300.4
331.888889
1,390
52.5
144
0
5,969
L
300.4
331.888889
1,348
56
146
0
5,970
M
300.4
331.888889
1,491
35.9
148
0
5,971
L
300.4
331.888889
1,520
37.6
151
0
5,972
L
300.5
331.888889
1,509
33
153
0
5,973
L
300.5
331.888889
1,445
46.6
155
0
5,974
L
300.5
331.888889
1,354
51.8
157
0
5,975
L
300.5
331.518519
1,488
39.4
159
0
5,976
H
300.5
331.518519
1,654
28.6
161
0
5,977
H
300.5
331.148148
1,378
51.5
166
0
5,978
L
300.6
331.518519
1,750
30.6
171
0
5,979
L
300.5
331.148148
1,448
46.3
173
0
5,980
H
300.6
331.518519
1,501
45.3
175
0
5,981
M
300.6
331.518519
1,654
32
180
0
5,982
M
300.7
331.518519
1,347
46.5
183
0
5,983
L
300.7
331.888889
1,486
37.1
186
0
5,984
H
300.8
331.888889
1,466
45.2
188
0
5,985
H
300.7
331.888889
1,346
52
193
0
5,986
L
300.7
331.518519
1,314
42.4
198
0
5,987
L
300.6
331.518519
1,440
52.5
200
0
5,988
L
300.7
331.888889
1,608
39.5
202
0
5,989
H
300.7
331.888889
1,296
58.2
204
0
5,990
L
300.7
331.518519
1,507
46.1
209
0
5,991
M
300.7
331.518519
1,343
51.6
211
0
5,992
L
300.7
331.518519
1,416
40.4
214
0
5,993
L
300.7
331.148148
1,288
47.2
216
0
5,994
M
300.7
331.148148
1,407
42.4
218
0
5,995
L
300.6
330.407407
1,608
39.2
221
0
5,996
L
300.6
330.037037
1,920
22.3
223
0
5,997
M
300.5
329.666667
1,386
48.2
225
0
5,998
M
300.5
329.666667
1,571
34.6
228
0
5,999
M
300.4
329.666667
1,613
36.9
231
0
6,000
M
300.4
329.666667
1,671
30.5
234
1