UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,601
M
300.4
332.62963
1,595
35.4
15
0
7,602
L
300.4
333.37037
1,351
62
18
0
7,603
L
300.4
333.37037
1,705
28.7
20
0
7,604
L
300.4
333.37037
1,406
43.6
22
0
7,605
L
300.4
333.740741
1,639
34.6
24
0
7,606
H
300.4
333.740741
2,026
20.3
26
0
7,607
M
300.4
333.740741
1,350
56.5
31
0
7,608
M
300.5
333.740741
1,468
41.1
34
0
7,609
L
300.5
334.111111
1,642
27.1
37
0
7,610
L
300.5
333.740741
1,490
41.8
39
0
7,611
M
300.5
333.740741
1,507
43.4
41
0
7,612
L
300.5
334.111111
1,611
32.7
44
0
7,613
M
300.5
334.111111
1,743
27.6
46
0
7,614
L
300.5
333.740741
1,475
46.3
49
0
7,615
L
300.5
334.111111
1,432
47.5
51
0
7,616
L
300.5
334.111111
1,442
47
53
0
7,617
M
300.6
334.111111
1,468
40.4
55
0
7,618
L
300.5
334.111111
1,556
45.3
58
0
7,619
M
300.5
334.111111
1,312
51.4
60
0
7,620
L
300.6
334.481482
1,459
47
63
0
7,621
L
300.5
334.481482
1,651
36.9
65
0
7,622
L
300.5
334.481482
1,490
38.4
67
0
7,623
M
300.6
334.851852
1,473
31.5
69
0
7,624
L
300.6
335.222222
1,734
29.9
72
0
7,625
L
300.6
335.222222
1,507
45.5
74
0
7,626
L
300.6
335.222222
1,556
34.9
76
0
7,627
H
300.5
334.851852
1,351
53.5
78
0
7,628
L
300.5
335.222222
1,445
44.8
83
0
7,629
L
300.5
335.222222
1,619
32.7
85
0
7,630
M
300.5
335.222222
1,269
64
87
0
7,631
L
300.5
334.851852
1,534
37.7
90
0
7,632
L
300.5
334.851852
1,444
49.3
92
0
7,633
L
300.5
334.851852
1,744
26.8
94
0
7,634
L
300.4
334.481482
1,441
44.6
96
0
7,635
M
300.3
333.740741
1,506
40.7
98
0
7,636
L
300.3
334.111111
1,526
38.5
101
0
7,637
L
300.4
334.481482
1,704
29.7
103
0
7,638
H
300.4
334.111111
1,445
52.4
105
0
7,639
L
300.5
334.481482
1,661
35.9
110
0
7,640
L
300.5
334.111111
1,466
41.8
112
0
7,641
L
300.4
333.740741
1,608
35.1
114
0
7,642
M
300.4
334.111111
1,352
57.3
116
0
7,643
M
300.4
334.111111
1,604
31.7
119
0
7,644
H
300.4
334.111111
1,427
50.7
122
0
7,645
L
300.4
334.111111
1,424
44.6
127
0
7,646
L
300.4
334.111111
1,662
29.3
129
0
7,647
L
300.4
334.111111
1,936
23.9
131
0
7,648
L
300.4
334.111111
1,728
31.7
133
0
7,649
L
300.4
334.111111
1,552
28.8
135
0
7,650
H
300.4
334.481482
1,662
29
137
0
7,651
L
300.3
334.111111
1,343
57.7
142
0
7,652
M
300.4
334.481482
1,476
32.6
144
0
7,653
L
300.3
334.111111
1,346
51.1
147
0
7,654
L
300.4
334.481482
1,492
44.6
149
0
7,655
M
300.3
334.481482
1,540
41.5
151
0
7,656
L
300.4
334.481482
1,596
32.5
154
0
7,657
L
300.5
334.851852
1,541
47.8
156
0
7,658
L
300.5
334.851852
1,661
30
158
0
7,659
M
300.4
334.851852
1,359
55.4
160
0
7,660
L
300.5
334.851852
1,528
42.4
163
0
7,661
M
300.5
334.851852
1,246
52.9
165
0
7,662
L
300.5
334.851852
1,575
32.5
168
0
7,663
M
300.5
334.851852
1,658
30.4
170
0
7,664
L
300.5
334.851852
1,385
54.8
173
0
7,665
H
300.5
335.222222
1,454
50.3
175
0
7,666
L
300.5
334.851852
1,497
40.5
180
0
7,667
M
300.6
335.222222
1,424
50.8
182
0
7,668
L
300.6
335.222222
1,528
43.9
185
0
7,669
L
300.6
335.592593
1,539
37
187
0
7,670
L
300.7
335.592593
1,336
58.4
189
1
7,671
L
300.5
334.851852
1,525
37.6
191
0
7,672
M
300.5
334.851852
1,456
51.1
193
0
7,673
M
300.5
335.222222
2,141
17.2
196
0
7,674
M
300.5
334.851852
1,476
39.1
199
0
7,675
L
300.5
334.851852
1,509
47.2
202
0
7,676
L
300.5
334.851852
1,447
45.4
204
0
7,677
L
300.6
335.222222
1,448
49.1
206
0
7,678
L
300.6
335.222222
1,428
52.6
208
0
7,679
M
300.6
335.222222
1,389
52.1
210
0
7,680
L
300.7
335.222222
1,635
32.4
213
0
7,681
L
300.7
335.222222
1,395
43.7
215
0
7,682
L
300.7
335.592593
1,443
43.7
217
0
7,683
M
300.7
335.222222
1,412
49.1
219
0
7,684
L
300.7
335.222222
1,524
43.5
222
0
7,685
M
300.7
335.592593
1,407
42.4
224
0
7,686
L
300.8
335.222222
1,397
43.5
227
0
7,687
M
300.7
335.222222
1,504
36.9
229
0
7,688
M
300.7
335.222222
2,097
18.9
232
1
7,689
L
300.6
335.222222
1,553
39.8
0
0
7,690
L
300.6
335.222222
1,432
39.2
2
0
7,691
M
300.5
334.851852
1,577
36.5
4
0
7,692
M
300.5
334.481482
1,370
56.1
7
0
7,693
H
300.5
334.851852
1,506
36.2
10
0
7,694
L
300.6
334.851852
1,964
21.4
15
0
7,695
H
300.6
335.222222
1,500
36.7
17
0
7,696
L
300.6
335.222222
1,488
47.7
22
0
7,697
H
300.6
334.481482
1,282
60.2
24
0
7,698
L
300.5
334.111111
1,400
45.1
29
0
7,699
L
300.6
334.481482
1,419
38.6
31
0
7,700
M
300.7
334.481482
1,441
40.6
33
0