UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
701
M
297.6
324.481482
1,683
31.6
79
0
702
L
297.7
324.481482
1,515
40.1
82
0
703
M
297.7
324.851852
1,531
48.3
84
0
704
H
297.7
324.851852
1,479
40.9
87
0
705
L
297.7
324.851852
1,516
33.7
92
0
706
L
297.7
325.222222
1,507
38.2
94
0
707
M
297.8
325.222222
1,434
43.3
96
0
708
L
297.7
324.851852
1,838
27.3
99
0
709
M
297.6
324.481482
1,416
45.9
101
0
710
M
297.6
324.481482
1,357
49.7
104
0
711
M
297.5
324.111111
1,697
28.1
107
0
712
L
297.5
324.111111
1,443
46.2
110
0
713
L
297.5
324.111111
1,453
37.6
112
0
714
L
297.4
323.740741
1,439
46.4
114
0
715
L
297.4
323.740741
1,609
36.2
116
0
716
L
297.4
323.740741
1,324
59.1
118
0
717
H
297.4
323.740741
1,420
45.8
120
0
718
L
297.4
324.111111
1,545
36.9
125
0
719
L
297.5
324.481482
1,477
39
127
0
720
L
297.4
324.481482
1,447
58.1
129
0
721
L
297.4
324.851852
1,809
23.8
131
0
722
L
297.5
324.851852
1,696
30.9
133
0
723
L
297.5
324.851852
1,427
44.7
135
0
724
M
297.4
324.851852
1,500
46.3
137
0
725
L
297.5
324.851852
1,390
44.6
140
0
726
L
297.4
324.481482
1,640
34.2
142
0
727
M
297.4
324.481482
1,628
37.4
144
0
728
H
297.3
323.740741
1,499
37.6
147
0
729
M
297.4
324.111111
1,425
50.3
152
0
730
L
297.3
323.740741
1,586
37.7
155
0
731
M
297.3
323.740741
1,471
50.7
157
0
732
M
297.3
323.740741
1,431
53
160
0
733
L
297.2
323.740741
1,924
22.1
163
0
734
M
297.1
323
1,421
42
165
0
735
H
297
323
1,305
54.6
168
0
736
L
296.9
323
1,557
32.4
173
0
737
L
296.9
322.62963
1,555
38.2
175
0
738
H
296.9
322.62963
1,474
39.2
177
0
739
L
296.8
322.62963
1,506
45.9
182
0
740
L
296.9
323
1,390
41.8
184
0
741
M
296.9
323
1,450
46.9
186
0
742
L
296.9
322.62963
1,513
38.8
189
0
743
L
296.8
322.259259
1,643
34.7
191
0
744
L
296.8
322.259259
1,361
53.8
193
0
745
L
296.7
321.888889
1,450
40.9
195
0
746
L
296.7
321.518519
1,451
50.7
197
0
747
L
296.8
321.888889
1,289
62
199
1
748
L
296.8
321.888889
1,356
48.3
201
0
749
H
296.7
321.888889
1,528
46.3
203
0
750
L
296.6
321.518519
1,978
22.3
208
0
751
L
296.7
321.518519
1,535
36.8
210
0
752
M
296.8
321.888889
1,843
24.2
212
0
753
L
296.9
321.888889
1,422
48.7
215
0
754
L
296.8
321.518519
1,536
40.4
217
0
755
M
296.9
321.888889
1,483
44.3
219
0
756
H
296.8
321.888889
1,492
43.7
222
0
757
L
296.8
321.518519
1,584
40.4
227
0
758
L
296.9
321.888889
1,555
33.7
229
0
759
L
296.8
321.518519
1,497
41.7
231
0
760
M
296.7
320.777778
1,537
36.3
233
0
761
L
296.7
320.777778
1,505
39.4
236
0
762
L
296.7
320.777778
1,646
34.6
238
0
763
M
296.7
320.777778
1,286
60.5
0
0
764
L
296.7
320.777778
1,400
47.5
3
0
765
L
296.8
321.148148
1,337
56.5
5
0
766
L
296.9
321.518519
1,332
53.9
7
0
767
L
296.8
321.518519
1,561
38.3
9
0
768
L
296.9
321.518519
1,546
31.1
11
0
769
L
296.9
321.518519
1,713
29.3
13
0
770
L
296.9
321.518519
1,343
44.5
15
0
771
L
296.8
321.518519
1,391
54.4
17
0
772
H
296.8
321.518519
1,311
58.6
19
0
773
H
296.8
321.518519
1,453
51
24
0
774
L
296.8
321.518519
1,510
39.4
29
0
775
L
296.8
321.148148
1,448
48.8
31
0
776
L
296.7
320.777778
1,453
46
33
0
777
L
296.7
320.777778
1,468
39.2
35
0
778
L
296.7
320.777778
1,382
47.5
37
0
779
L
296.7
321.518519
1,580
32.2
39
0
780
L
296.8
321.518519
1,666
29.8
41
0
781
M
296.9
321.518519
1,409
50.7
43
0
782
L
296.8
321.518519
1,675
29.7
46
0
783
L
296.8
321.148148
1,698
30.8
48
0
784
H
296.7
321.148148
1,579
33.4
50
0
785
L
296.7
321.148148
1,743
27.9
55
0
786
M
296.9
321.518519
1,497
44.8
57
0
787
L
296.9
321.888889
1,741
28.8
60
0
788
L
296.9
321.888889
1,435
45.3
62
0
789
M
296.9
321.888889
1,440
46.3
64
0
790
M
296.9
321.518519
1,641
33.3
67
0
791
L
296.8
321.148148
1,420
45.4
70
0
792
L
296.8
321.148148
1,611
35.4
72
0
793
L
296.8
320.777778
1,373
42.9
74
0
794
M
296.8
321.148148
1,683
31.8
76
0
795
H
296.9
321.148148
1,547
32.6
79
0
796
L
296.9
320.777778
1,605
37
84
0
797
M
296.9
321.148148
2,010
18.9
86
0
798
L
296.8
320.407407
1,565
40.1
89
0
799
M
296.9
320.777778
1,828
24.6
91
0
800
M
297
320.777778
1,579
34.1
94
0