UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
801
M
297
321.148148
1,882
24.2
97
0
802
L
296.9
320.777778
1,285
52.1
100
0
803
L
296.9
320.777778
1,571
35
102
0
804
H
296.9
320.777778
1,549
37.8
104
0
805
M
296.9
320.777778
1,544
37.6
109
0
806
M
297
321.148148
1,412
47.4
112
0
807
M
297
321.148148
1,422
53
115
0
808
L
297
320.407407
1,867
22.8
118
0
809
L
296.9
320.407407
1,424
43.3
120
0
810
L
296.9
320.037037
1,452
45.7
122
0
811
L
296.9
320.407407
1,550
39.7
124
0
812
L
296.8
320.037037
1,588
37.6
126
0
813
L
296.8
320.037037
1,338
44.4
128
0
814
L
296.8
320.037037
1,513
40
130
0
815
M
296.8
319.666667
1,470
45.9
132
0
816
M
296.8
319.666667
1,516
36.7
135
0
817
L
296.8
320.037037
1,434
48.3
138
0
818
L
296.8
320.037037
1,368
52
140
0
819
L
296.8
320.037037
1,304
48.7
142
0
820
L
296.8
320.037037
1,398
46.7
144
0
821
L
296.7
320.037037
1,516
37.4
146
0
822
L
296.7
320.037037
1,474
41.7
148
0
823
M
296.7
320.037037
1,547
34.7
150
0
824
M
296.6
319.666667
1,482
39.9
153
0
825
L
296.6
319.296296
1,436
42.8
156
0
826
L
296.6
318.925926
1,474
40
158
0
827
L
296.5
318.555556
1,481
38.2
160
0
828
L
296.5
318.925926
1,501
42.1
162
0
829
L
296.5
318.925926
1,566
37.2
164
0
830
L
296.5
318.925926
1,579
34.5
166
0
831
L
296.6
319.296296
1,631
35
168
0
832
M
296.6
319.296296
1,544
42.3
170
0
833
L
296.6
319.296296
1,521
38.6
173
0
834
L
296.6
319.296296
1,616
28
175
0
835
H
296.6
319.296296
1,333
50.2
177
0
836
M
296.7
319.296296
1,533
32.5
182
0
837
L
296.6
319.296296
1,368
45.1
185
0
838
L
296.6
319.296296
1,465
47.8
187
0
839
H
296.6
319.296296
1,406
41.5
189
0
840
M
296.5
319.296296
1,565
43.5
194
0
841
L
296.6
319.666667
1,582
37.9
197
0
842
L
296.6
319.666667
1,439
45.5
199
0
843
M
296.6
319.666667
1,566
35
201
0
844
L
296.6
319.666667
1,485
42.7
204
0
845
L
296.5
319.666667
1,566
35.1
206
0
846
L
296.3
318.925926
1,439
41.5
208
0
847
M
296.4
319.296296
1,416
50
210
0
848
L
296.4
319.296296
2,833
5.6
213
1
849
L
296.3
319.296296
1,465
47.1
215
0
850
H
296.4
319.296296
1,586
35.5
0
0
851
L
296.3
318.925926
1,567
31.4
5
0
852
M
296.2
318.555556
1,389
48.6
7
0
853
M
296.3
318.925926
1,368
49.5
10
0
854
L
296.3
318.925926
1,444
49
13
0
855
M
296.3
318.925926
1,498
41.6
15
0
856
L
296.1
318.555556
1,615
30.8
18
0
857
L
296.1
318.185185
1,898
22.7
20
0
858
M
296.1
318.185185
1,350
53.3
22
0
859
M
296.2
317.814815
1,516
37.6
25
0
860
H
296.2
317.814815
1,542
40.6
28
0
861
H
296.1
317.444444
1,541
32.6
33
0
862
M
296.1
317.444444
1,951
23.3
38
0
863
H
296.1
317.074074
1,645
31
41
0
864
L
296
316.703704
1,416
44.2
46
0
865
M
296
316.703704
2,044
22.3
48
0
866
L
295.9
316.333333
1,414
50.2
51
0
867
L
295.9
316.333333
1,678
26.7
53
0
868
H
295.9
315.962963
1,594
33.2
55
0
869
M
295.8
315.962963
1,514
37.7
60
0
870
L
295.8
315.962963
1,358
49.2
63
0
871
L
295.8
315.592593
1,325
56.2
65
0
872
L
295.8
315.592593
1,339
53.2
67
0
873
M
295.8
315.592593
1,335
51.7
69
0
874
L
295.9
315.592593
1,892
21.7
72
0
875
L
295.9
315.592593
1,575
28.5
74
0
876
M
295.8
315.222222
1,444
45.5
76
0
877
L
295.7
315.222222
1,915
22.4
79
0
878
M
295.6
314.851852
1,584
33.6
81
0
879
M
295.7
315.222222
1,685
34.9
84
0
880
L
295.8
315.222222
1,337
54.6
87
0
881
M
295.8
315.222222
1,235
76.2
89
1
882
L
295.7
314.851852
1,464
46.2
92
0
883
M
295.7
314.851852
1,739
25.9
94
0
884
L
295.7
315.222222
1,490
34.3
97
0
885
L
295.8
315.592593
1,356
48
99
0
886
L
295.7
314.851852
1,397
52
101
0
887
L
295.7
314.851852
1,458
40.6
103
0
888
H
295.7
314.851852
2,161
16.5
105
0
889
M
295.6
314.481482
1,651
28.1
110
0
890
L
295.6
314.481482
1,389
46.2
113
0
891
L
295.6
314.111111
1,370
52.4
115
0
892
L
295.7
314.481482
1,408
47.9
117
0
893
L
295.7
314.481482
1,343
54.4
119
0
894
M
295.7
314.851852
1,423
42.5
121
0
895
L
295.6
314.851852
1,426
48.6
124
0
896
M
295.6
314.851852
1,435
51.6
126
0
897
L
295.5
314.481482
1,573
35.1
129
0
898
L
295.6
314.851852
1,612
31.2
131
0
899
L
295.6
314.851852
1,446
49.9
133
0
900
H
295.6
314.851852
1,329
55.3
135
0