UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
5,601
L
302.8
336.703704
1,487
36.6
84
0
5,602
L
302.9
337.074074
1,605
33.9
86
0
5,603
L
302.9
336.703704
1,334
54.7
88
0
5,604
L
302.9
337.074074
1,340
57.8
90
0
5,605
L
302.9
337.074074
1,513
37.8
92
0
5,606
L
302.9
337.074074
1,510
41.4
94
0
5,607
L
302.9
337.074074
1,729
23.6
96
0
5,608
M
302.9
337.074074
1,745
25.5
98
0
5,609
M
303.1
337.444444
1,623
31.6
101
0
5,610
M
303.1
337.814815
1,378
50.1
104
0
5,611
L
303.1
337.814815
1,407
41.2
107
0
5,612
M
303
337.444444
1,674
29.5
109
0
5,613
L
303
337.444444
1,486
42.4
112
0
5,614
M
303
337.444444
1,483
38.8
114
0
5,615
H
303
337.074074
1,624
28.8
117
0
5,616
M
303
337.074074
1,257
71.3
122
1
5,617
L
303
337.444444
1,480
41.4
125
0
5,618
L
303.1
337.814815
1,404
61.5
127
1
5,619
M
303
337.814815
1,645
29.6
129
0
5,620
L
303
337.444444
1,932
21.9
132
0
5,621
L
303
337.444444
1,533
38.5
134
0
5,622
M
302.9
337.074074
1,292
54.4
136
0
5,623
L
302.9
337.074074
1,571
40.6
139
0
5,624
L
302.9
337.444444
1,578
36.3
141
0
5,625
M
302.8
337.074074
1,469
36.9
143
0
5,626
L
302.7
336.703704
1,728
24.4
146
0
5,627
H
302.7
336.703704
1,603
32.5
148
0
5,628
L
302.7
336.703704
1,597
39.8
153
0
5,629
L
302.7
336.703704
1,688
32
155
0
5,630
L
302.7
337.074074
1,405
51.4
157
0
5,631
M
302.8
337.074074
1,615
32.9
159
0
5,632
L
302.8
337.074074
1,515
36.8
162
0
5,633
L
302.7
337.074074
1,376
52.8
164
0
5,634
L
302.7
337.074074
1,447
47.5
166
0
5,635
M
302.6
337.074074
1,353
56.5
168
0
5,636
L
302.6
336.703704
1,502
47.3
171
0
5,637
L
302.6
336.333333
1,447
45.5
173
0
5,638
M
302.5
336.333333
1,487
46.1
175
0
5,639
L
302.6
336.703704
1,519
38.1
178
0
5,640
L
302.6
336.703704
1,668
28.7
180
0
5,641
L
302.6
336.703704
1,420
51.6
182
0
5,642
L
302.6
336.703704
1,473
37.3
184
0
5,643
L
302.5
336.333333
1,495
38.8
186
0
5,644
L
302.5
336.333333
1,574
42
188
0
5,645
L
302.5
336.333333
1,383
51.3
190
0
5,646
M
302.5
336.333333
1,591
29.4
192
0
5,647
M
302.4
335.592593
1,644
37.2
195
0
5,648
H
302.5
335.592593
2,370
14.7
198
0
5,649
L
302.5
335.962963
1,401
44.9
203
0
5,650
M
302.5
335.962963
1,414
51.6
205
0
5,651
L
302.5
336.333333
1,456
46.3
208
0
5,652
M
302.5
336.333333
1,447
45.7
210
0
5,653
L
302.4
335.592593
1,727
26.5
213
0
5,654
L
302.4
335.222222
1,495
36.8
215
0
5,655
L
302.3
334.851852
1,544
34.3
0
0
5,656
L
302.3
334.481482
1,387
47.3
2
0
5,657
M
302.3
334.481482
1,316
47.2
4
0
5,658
L
302.3
334.481482
1,794
26.1
7
0
5,659
M
302.2
334.111111
1,372
55.1
9
0
5,660
M
302.3
334.481482
1,674
30
12
0
5,661
L
302.2
334.111111
1,477
41.7
15
0
5,662
L
302.2
334.111111
1,397
53
17
0
5,663
L
302.2
334.481482
1,616
34
19
0
5,664
M
302.3
334.481482
1,530
42.3
21
0
5,665
M
302.2
334.111111
1,539
35.1
24
0
5,666
L
302.3
334.111111
1,845
21.9
27
0
5,667
L
302.2
334.111111
1,430
43.1
29
0
5,668
L
302.2
334.111111
2,080
19.2
31
0
5,669
M
302.2
334.111111
1,432
45.3
33
0
5,670
M
302.2
334.481482
1,479
39.5
36
0
5,671
L
302.2
334.481482
1,424
45.2
39
0
5,672
H
302.2
334.851852
1,534
37.2
41
0
5,673
H
302.1
334.851852
1,701
26.2
46
0
5,674
L
302.2
334.851852
1,462
50
51
0
5,675
M
302.2
335.222222
1,393
42.5
53
0
5,676
M
302.3
335.222222
1,453
42.5
56
0
5,677
L
302.3
335.592593
1,565
37.8
59
0
5,678
L
302.3
335.592593
1,281
51.7
61
0
5,679
M
302.2
335.222222
1,584
36.2
63
0
5,680
M
302.2
335.222222
1,466
49
66
0
5,681
M
302.2
334.851852
1,386
50.5
69
0
5,682
L
302.2
334.851852
1,383
44.3
72
0
5,683
H
302.3
334.851852
1,441
53.9
74
0
5,684
M
302.2
334.851852
1,592
37.7
79
0
5,685
H
302.2
334.851852
1,594
36.8
82
0
5,686
L
302.2
334.481482
1,482
45.6
87
0
5,687
L
302.2
334.851852
1,658
31.4
89
0
5,688
L
302.3
335.222222
2,170
18.2
91
0
5,689
M
302.3
335.222222
1,423
44.6
93
0
5,690
L
302.4
335.592593
1,543
31.1
96
0
5,691
L
302.3
335.592593
1,435
44.8
98
0
5,692
L
302.4
335.592593
1,320
56.4
100
0
5,693
M
302.4
335.962963
1,313
55.7
102
0
5,694
M
302.4
335.592593
1,453
42.1
105
0
5,695
L
302.4
335.592593
1,508
45.7
108
0
5,696
L
302.4
335.592593
1,451
42
110
0
5,697
H
302.5
335.962963
1,595
34.6
112
0
5,698
L
302.5
335.962963
1,354
49.4
117
0
5,699
L
302.5
335.962963
1,265
59.8
119
0
5,700
L
302.4
335.962963
1,867
25.9
121
0