UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
901
L
295.6
314.851852
1,569
35.1
140
0
902
H
295.6
314.481482
1,256
62.3
142
0
903
L
295.6
314.481482
1,383
48.7
147
0
904
L
295.7
314.851852
2,270
14.6
149
1
905
H
295.7
314.851852
1,458
49.8
151
0
906
L
295.6
314.481482
1,474
41.2
156
0
907
M
295.6
314.481482
1,462
49.2
158
0
908
M
295.6
314.481482
1,669
29
161
0
909
M
295.5
314.481482
1,822
24.3
164
0
910
L
295.5
314.111111
1,456
39.2
167
0
911
L
295.5
314.111111
1,546
35.9
169
0
912
M
295.6
314.481482
1,490
42.7
171
0
913
L
295.6
314.111111
1,569
40.4
174
0
914
L
295.5
314.111111
1,621
29.5
176
0
915
M
295.4
313.740741
1,518
40.6
178
0
916
M
295.4
313.37037
1,526
38.2
181
0
917
M
295.3
313.37037
1,589
36.2
184
0
918
L
295.3
313
1,475
51
187
0
919
M
295.3
313
1,473
38.5
189
0
920
L
295.4
313.37037
1,407
50.7
192
0
921
M
295.5
313.740741
1,518
44.1
194
0
922
H
295.5
313.740741
1,593
37.2
197
0
923
M
295.5
313.740741
1,380
52.4
202
0
924
M
295.5
314.111111
1,423
45.3
205
0
925
L
295.5
314.111111
1,800
27.6
208
0
926
H
295.6
314.481482
1,623
30.9
210
0
927
L
295.6
314.481482
1,372
55.6
215
1
928
H
295.6
314.111111
1,396
52.4
0
0
929
L
295.6
314.111111
1,949
21.9
5
0
930
L
295.6
314.111111
1,419
51.1
7
0
931
M
295.5
313.740741
1,453
47.3
9
0
932
L
295.5
313.740741
1,542
36.2
12
0
933
L
295.6
314.111111
1,363
50
14
0
934
L
295.5
314.111111
1,597
37.2
16
0
935
M
295.5
314.111111
1,326
50.8
18
0
936
M
295.5
314.111111
1,641
36.6
21
0
937
M
295.6
314.481482
1,418
46.2
24
0
938
L
295.6
314.851852
1,263
61.8
27
0
939
L
295.6
314.851852
1,823
25.8
29
0
940
L
295.5
314.481482
1,488
40.7
31
0
941
L
295.6
314.851852
1,443
48.9
33
0
942
L
295.6
314.851852
1,650
28.2
35
0
943
M
295.7
315.222222
1,462
44.3
37
0
944
M
295.6
314.851852
1,477
45
40
0
945
M
295.7
315.222222
1,712
28.5
43
0
946
M
295.7
315.222222
1,347
50.4
46
0
947
L
295.6
314.851852
1,287
54.8
49
0
948
L
295.6
314.851852
1,428
44.5
51
0
949
M
295.6
315.222222
1,426
45.5
53
0
950
L
295.6
315.222222
1,636
32.7
56
0
951
L
295.6
314.851852
1,424
42.5
58
0
952
H
295.6
315.222222
1,509
35.8
60
0
953
L
295.5
314.851852
1,448
48.9
65
0
954
L
295.5
314.481482
1,650
32.8
67
0
955
H
295.6
314.851852
1,414
42.5
69
0
956
L
295.6
315.222222
1,911
20.9
74
0
957
H
295.6
314.851852
1,632
32.2
76
0
958
M
295.7
315.592593
1,387
40.1
81
0
959
L
295.8
315.592593
1,399
47.6
84
0
960
L
295.8
315.962963
1,505
35.2
86
0
961
L
295.8
315.962963
1,534
37.9
88
0
962
L
295.8
315.962963
1,493
40.5
90
0
963
M
295.8
316.333333
1,480
43.2
92
0
964
L
295.8
316.333333
1,621
31.6
95
0
965
L
295.7
315.962963
1,737
26.2
97
0
966
L
295.8
316.333333
1,508
46.5
99
0
967
M
295.8
315.962963
1,641
32.2
101
0
968
M
295.9
316.333333
1,532
38.6
104
0
969
L
295.9
316.703704
1,547
40.9
107
0
970
L
295.9
316.333333
1,412
41
109
0
971
L
295.8
315.962963
1,568
35.1
111
0
972
L
295.9
316.333333
1,557
41.1
113
0
973
L
295.8
316.333333
1,644
35.2
115
0
974
L
295.9
316.333333
1,679
30.4
117
0
975
L
296
316.333333
1,511
35.2
119
0
976
M
296
316.333333
1,628
36.8
121
0
977
M
296
316.333333
1,392
51.3
124
0
978
L
296
316.703704
1,917
21
127
0
979
M
296.2
317.074074
1,526
42.3
129
0
980
L
296.2
317.074074
1,389
53.3
132
0
981
L
296.1
316.703704
1,409
42.8
134
0
982
L
296.2
317.074074
1,655
31.1
136
0
983
L
296.2
317.444444
1,516
39.1
138
0
984
L
296.2
317.444444
1,526
34.9
140
0
985
L
296.3
318.185185
1,419
48.6
142
0
986
L
296.4
318.555556
1,748
25.3
144
0
987
H
296.4
318.185185
1,638
32.5
146
0
988
M
296.3
318.185185
1,534
33.8
151
0
989
H
296.3
318.185185
1,774
25.9
154
0
990
M
296.2
317.814815
2,119
18.3
159
0
991
L
296.2
317.814815
1,414
48.3
162
0
992
M
296.1
317.814815
1,523
42
164
0
993
L
296.1
318.185185
1,651
35.7
167
0
994
M
296.1
318.185185
1,485
36
169
0
995
M
296.2
318.555556
1,168
63.4
172
0
996
L
296.3
318.925926
1,566
35.8
175
0
997
M
296.3
318.555556
1,286
51.1
177
0
998
M
296.3
318.555556
1,446
45.9
180
0
999
M
296.4
318.555556
2,071
19.4
183
0
1,000
L
296.3
318.185185
1,560
33.2
186
0