UDI
int64
Product ID
string
Type
string
Air temperature [K]
float64
Process temperature [K]
float64
Rotational speed [rpm]
int64
Torque [Nm]
float64
Tool wear [min]
int64
Machine failure
int64
TWF
int64
HDF
int64
PWF
int64
OSF
int64
RNF
int64
701
M15560
M
297.6
308.8
1,683
31.6
79
0
0
0
0
0
0
702
L47881
L
297.7
308.8
1,515
40.1
82
0
0
0
0
0
0
703
M15562
M
297.7
308.9
1,531
48.3
84
0
0
0
0
0
0
704
H30117
H
297.7
308.9
1,479
40.9
87
0
0
0
0
0
0
705
L47884
L
297.7
308.9
1,516
33.7
92
0
0
0
0
0
0
706
L47885
L
297.7
309
1,507
38.2
94
0
0
0
0
0
0
707
M15566
M
297.8
309
1,434
43.3
96
0
0
0
0
0
0
708
L47887
L
297.7
308.9
1,838
27.3
99
0
0
0
0
0
0
709
M15568
M
297.6
308.8
1,416
45.9
101
0
0
0
0
0
0
710
M15569
M
297.6
308.8
1,357
49.7
104
0
0
0
0
0
0
711
M15570
M
297.5
308.7
1,697
28.1
107
0
0
0
0
0
0
712
L47891
L
297.5
308.7
1,443
46.2
110
0
0
0
0
0
0
713
L47892
L
297.5
308.7
1,453
37.6
112
0
0
0
0
0
0
714
L47893
L
297.4
308.6
1,439
46.4
114
0
0
0
0
0
0
715
L47894
L
297.4
308.6
1,609
36.2
116
0
0
0
0
0
0
716
L47895
L
297.4
308.6
1,324
59.1
118
0
0
0
0
0
0
717
H30130
H
297.4
308.6
1,420
45.8
120
0
0
0
0
0
0
718
L47897
L
297.4
308.7
1,545
36.9
125
0
0
0
0
0
0
719
L47898
L
297.5
308.8
1,477
39
127
0
0
0
0
0
0
720
L47899
L
297.4
308.8
1,447
58.1
129
0
0
0
0
0
0
721
L47900
L
297.4
308.9
1,809
23.8
131
0
0
0
0
0
0
722
L47901
L
297.5
308.9
1,696
30.9
133
0
0
0
0
0
0
723
L47902
L
297.5
308.9
1,427
44.7
135
0
0
0
0
0
0
724
M15583
M
297.4
308.9
1,500
46.3
137
0
0
0
0
0
0
725
L47904
L
297.5
308.9
1,390
44.6
140
0
0
0
0
0
0
726
L47905
L
297.4
308.8
1,640
34.2
142
0
0
0
0
0
0
727
M15586
M
297.4
308.8
1,628
37.4
144
0
0
0
0
0
0
728
H30141
H
297.3
308.6
1,499
37.6
147
0
0
0
0
0
0
729
M15588
M
297.4
308.7
1,425
50.3
152
0
0
0
0
0
0
730
L47909
L
297.3
308.6
1,586
37.7
155
0
0
0
0
0
0
731
M15590
M
297.3
308.6
1,471
50.7
157
0
0
0
0
0
0
732
M15591
M
297.3
308.6
1,431
53
160
0
0
0
0
0
0
733
L47912
L
297.2
308.6
1,924
22.1
163
0
0
0
0
0
0
734
M15593
M
297.1
308.4
1,421
42
165
0
0
0
0
0
0
735
H30148
H
297
308.4
1,305
54.6
168
0
0
0
0
0
0
736
L47915
L
296.9
308.4
1,557
32.4
173
0
0
0
0
0
0
737
L47916
L
296.9
308.3
1,555
38.2
175
0
0
0
0
0
0
738
H30151
H
296.9
308.3
1,474
39.2
177
0
0
0
0
0
0
739
L47918
L
296.8
308.3
1,506
45.9
182
0
0
0
0
0
0
740
L47919
L
296.9
308.4
1,390
41.8
184
0
0
0
0
0
0
741
M15600
M
296.9
308.4
1,450
46.9
186
0
0
0
0
0
0
742
L47921
L
296.9
308.3
1,513
38.8
189
0
0
0
0
0
0
743
L47922
L
296.8
308.2
1,643
34.7
191
0
0
0
0
0
0
744
L47923
L
296.8
308.2
1,361
53.8
193
0
0
0
0
0
0
745
L47924
L
296.7
308.1
1,450
40.9
195
0
0
0
0
0
0
746
L47925
L
296.7
308
1,451
50.7
197
0
0
0
0
0
0
747
L47926
L
296.8
308.1
1,289
62
199
1
0
0
0
1
0
748
L47927
L
296.8
308.1
1,356
48.3
201
0
0
0
0
0
0
749
H30162
H
296.7
308.1
1,528
46.3
203
0
0
0
0
0
0
750
L47929
L
296.6
308
1,978
22.3
208
0
0
0
0
0
0
751
L47930
L
296.7
308
1,535
36.8
210
0
0
0
0
0
0
752
M15611
M
296.8
308.1
1,843
24.2
212
0
0
0
0
0
0
753
L47932
L
296.9
308.1
1,422
48.7
215
0
0
0
0
0
0
754
L47933
L
296.8
308
1,536
40.4
217
0
0
0
0
0
0
755
M15614
M
296.9
308.1
1,483
44.3
219
0
0
0
0
0
0
756
H30169
H
296.8
308.1
1,492
43.7
222
0
0
0
0
0
0
757
L47936
L
296.8
308
1,584
40.4
227
0
0
0
0
0
0
758
L47937
L
296.9
308.1
1,555
33.7
229
0
0
0
0
0
0
759
L47938
L
296.8
308
1,497
41.7
231
0
0
0
0
0
0
760
M15619
M
296.7
307.8
1,537
36.3
233
0
0
0
0
0
0
761
L47940
L
296.7
307.8
1,505
39.4
236
0
0
0
0
0
0
762
L47941
L
296.7
307.8
1,646
34.6
238
0
0
0
0
0
0
763
M15622
M
296.7
307.8
1,286
60.5
0
0
0
0
0
0
0
764
L47943
L
296.7
307.8
1,400
47.5
3
0
0
0
0
0
0
765
L47944
L
296.8
307.9
1,337
56.5
5
0
0
0
0
0
0
766
L47945
L
296.9
308
1,332
53.9
7
0
0
0
0
0
0
767
L47946
L
296.8
308
1,561
38.3
9
0
0
0
0
0
0
768
L47947
L
296.9
308
1,546
31.1
11
0
0
0
0
0
0
769
L47948
L
296.9
308
1,713
29.3
13
0
0
0
0
0
0
770
L47949
L
296.9
308
1,343
44.5
15
0
0
0
0
0
0
771
L47950
L
296.8
308
1,391
54.4
17
0
0
0
0
0
0
772
H30185
H
296.8
308
1,311
58.6
19
0
0
0
0
0
0
773
H30186
H
296.8
308
1,453
51
24
0
0
0
0
0
0
774
L47953
L
296.8
308
1,510
39.4
29
0
0
0
0
0
0
775
L47954
L
296.8
307.9
1,448
48.8
31
0
0
0
0
0
0
776
L47955
L
296.7
307.8
1,453
46
33
0
0
0
0
0
0
777
L47956
L
296.7
307.8
1,468
39.2
35
0
0
0
0
0
0
778
L47957
L
296.7
307.8
1,382
47.5
37
0
0
0
0
0
0
779
L47958
L
296.7
308
1,580
32.2
39
0
0
0
0
0
0
780
L47959
L
296.8
308
1,666
29.8
41
0
0
0
0
0
0
781
M15640
M
296.9
308
1,409
50.7
43
0
0
0
0
0
0
782
L47961
L
296.8
308
1,675
29.7
46
0
0
0
0
0
0
783
L47962
L
296.8
307.9
1,698
30.8
48
0
0
0
0
0
0
784
H30197
H
296.7
307.9
1,579
33.4
50
0
0
0
0
0
0
785
L47964
L
296.7
307.9
1,743
27.9
55
0
0
0
0
0
0
786
M15645
M
296.9
308
1,497
44.8
57
0
0
0
0
0
0
787
L47966
L
296.9
308.1
1,741
28.8
60
0
0
0
0
0
0
788
L47967
L
296.9
308.1
1,435
45.3
62
0
0
0
0
0
0
789
M15648
M
296.9
308.1
1,440
46.3
64
0
0
0
0
0
0
790
M15649
M
296.9
308
1,641
33.3
67
0
0
0
0
0
0
791
L47970
L
296.8
307.9
1,420
45.4
70
0
0
0
0
0
0
792
L47971
L
296.8
307.9
1,611
35.4
72
0
0
0
0
0
0
793
L47972
L
296.8
307.8
1,373
42.9
74
0
0
0
0
0
0
794
M15653
M
296.8
307.9
1,683
31.8
76
0
0
0
0
0
0
795
H30208
H
296.9
307.9
1,547
32.6
79
0
0
0
0
0
0
796
L47975
L
296.9
307.8
1,605
37
84
0
0
0
0
0
0
797
M15656
M
296.9
307.9
2,010
18.9
86
0
0
0
0
0
0
798
L47977
L
296.8
307.7
1,565
40.1
89
0
0
0
0
0
0
799
M15658
M
296.9
307.8
1,828
24.6
91
0
0
0
0
0
0
800
M15659
M
297
307.8
1,579
34.1
94
0
0
0
0
0
0