UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
601
L
297.8
327.814815
1,547
37.3
25
0
602
L
297.9
327.814815
2,194
16.8
27
0
603
L
297.9
328.185185
2,000
21.3
29
0
604
L
297.9
328.185185
1,336
71.6
31
1
605
L
297.9
328.555556
1,542
33.8
33
0
606
M
297.9
328.185185
1,693
29.9
35
0
607
L
297.9
328.185185
1,461
50.5
38
0
608
M
298
328.555556
1,565
33.9
40
0
609
L
298
328.555556
1,403
47.7
43
0
610
L
298.1
328.555556
1,629
32.5
45
0
611
L
298.1
328.925926
1,534
33.7
47
0
612
L
298.1
328.925926
1,553
40.9
49
0
613
L
298.1
328.555556
1,563
32.8
51
0
614
L
298.1
328.555556
1,634
30
53
0
615
M
298
328.555556
1,445
45.2
55
0
616
L
298.1
328.555556
1,642
30.4
58
0
617
H
298.1
328.555556
1,686
29.1
60
0
618
M
298.1
328.925926
1,393
43.1
65
0
619
H
298.2
328.925926
1,433
44.2
68
0
620
L
298.3
328.925926
1,507
44.7
73
0
621
M
298.3
329.296296
1,389
49.6
75
0
622
L
298.3
329.296296
1,408
45.3
78
0
623
M
298.4
329.666667
1,725
32
80
0
624
L
298.4
329.296296
1,926
23.7
83
0
625
H
298.3
329.296296
1,509
37.6
85
0
626
L
298.3
329.296296
1,545
36.3
90
0
627
L
298.4
329.296296
1,533
35.2
92
0
628
L
298.4
329.296296
1,455
42.2
94
0
629
M
298.4
329.296296
1,335
57.8
96
0
630
L
298.3
329.296296
1,523
45.9
99
0
631
L
298.3
328.925926
1,460
47.6
101
0
632
L
298.4
328.925926
1,554
37.3
103
0
633
H
298.3
328.925926
1,419
47.1
105
0
634
L
298.3
328.925926
1,442
43.9
110
0
635
L
298.3
328.555556
1,507
41.6
112
0
636
L
298.3
328.925926
1,858
23.9
114
0
637
L
298.3
328.555556
1,463
43.9
116
0
638
L
298.2
327.814815
1,585
37.4
118
0
639
L
298
327.444444
1,536
37.3
120
0
640
L
298
327.444444
1,403
51.3
122
0
641
M
297.9
327.444444
1,515
38.8
124
0
642
L
297.9
327.074074
1,390
47.9
127
0
643
M
297.8
326.703704
1,226
58.7
129
0
644
M
297.8
326.703704
1,495
36.5
132
0
645
H
297.7
326.703704
1,608
30.2
135
0
646
L
297.7
326.703704
1,392
44.1
140
0
647
M
297.7
326.703704
1,461
43.7
142
0
648
L
297.7
326.333333
1,559
36.9
145
0
649
H
297.7
326.333333
1,400
48.9
147
0
650
M
297.7
325.962963
1,732
28.8
152
0
651
L
297.6
325.962963
1,611
33.1
155
0
652
L
297.6
325.592593
1,503
38.9
157
0
653
L
297.7
325.962963
1,391
44.5
159
0
654
L
297.8
326.333333
2,015
20.1
161
0
655
L
297.8
325.962963
1,683
30.9
163
0
656
L
297.7
325.592593
1,435
38.8
165
0
657
M
297.7
325.592593
1,732
28.1
167
0
658
L
297.7
325.962963
1,365
58.6
170
0
659
L
297.7
325.592593
1,562
36.8
172
0
660
L
297.6
325.592593
1,449
49.1
174
0
661
M
297.7
325.962963
1,700
27.4
176
0
662
M
297.6
325.222222
1,427
45.6
179
0
663
M
297.6
324.851852
1,479
38.1
182
0
664
L
297.5
324.851852
1,469
44
185
0
665
L
297.5
324.851852
1,390
47.4
187
0
666
L
297.5
324.851852
1,729
28.1
189
0
667
L
297.5
325.222222
1,470
43.5
191
0
668
L
297.5
324.851852
1,459
48.5
193
0
669
L
297.5
324.851852
1,738
24
195
0
670
H
297.5
324.851852
1,471
37.7
197
0
671
L
297.6
325.222222
1,822
25.4
202
0
672
L
297.5
324.851852
1,554
34.8
204
0
673
M
297.6
324.851852
1,433
43.2
206
0
674
L
297.6
324.851852
1,449
47.7
209
0
675
L
297.8
325.222222
1,456
41.2
0
0
676
M
297.8
325.592593
1,424
45.5
2
0
677
H
297.9
325.962963
1,577
34.7
5
0
678
L
297.9
325.962963
1,478
39.7
10
0
679
M
297.8
325.962963
1,295
61.2
12
0
680
L
297.8
325.962963
1,372
47.3
15
0
681
M
297.8
325.592593
1,432
42.6
17
0
682
M
297.7
325.222222
1,656
33.2
20
0
683
H
297.8
325.222222
1,410
48.8
23
0
684
L
297.7
325.222222
1,874
24.4
28
0
685
L
297.7
325.222222
1,538
43.2
30
0
686
M
297.7
325.222222
1,636
29.7
32
0
687
M
297.7
325.222222
1,504
40.4
35
0
688
M
297.7
325.222222
1,531
42.4
38
0
689
H
297.6
325.222222
1,735
26.4
41
0
690
H
297.6
325.222222
1,354
55.6
46
0
691
H
297.6
325.222222
1,413
40.2
51
0
692
L
297.7
325.592593
1,563
39.3
56
0
693
L
297.7
325.592593
1,479
42.1
58
0
694
L
297.7
325.592593
1,477
38.3
60
0
695
L
297.6
325.592593
1,394
50
62
0
696
L
297.6
325.222222
1,487
45.4
64
0
697
M
297.6
325.222222
1,815
25.3
66
0
698
M
297.6
324.481482
1,453
39.7
69
0
699
L
297.6
324.481482
1,539
40.2
72
0
700
H
297.5
324.111111
1,416
39.2
74
0