UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,601
M
297.8
320.777778
1,543
43.7
8
0
1,602
L
297.8
320.777778
1,597
38.2
11
0
1,603
H
297.8
321.148148
1,600
33.5
13
0
1,604
M
297.8
320.777778
1,622
32.1
18
0
1,605
L
297.8
320.777778
1,452
39.8
21
0
1,606
L
297.8
320.777778
1,396
42.5
23
0
1,607
L
297.8
320.407407
1,505
39.7
25
0
1,608
L
297.8
320.777778
1,412
48.3
27
0
1,609
L
297.8
320.407407
1,393
38
29
0
1,610
L
297.7
320.407407
1,581
34.9
31
0
1,611
L
297.8
320.777778
1,573
37.9
33
0
1,612
M
297.8
321.148148
1,726
27.3
35
0
1,613
M
297.9
321.148148
1,540
39.8
38
0
1,614
L
297.9
321.518519
1,296
62.9
41
0
1,615
M
297.8
321.148148
1,802
25.8
43
0
1,616
L
297.8
321.148148
1,447
48.6
46
0
1,617
H
297.8
320.777778
1,662
30.7
48
0
1,618
L
297.8
320.777778
1,563
34.3
53
0
1,619
L
297.9
320.777778
1,286
59.5
55
0
1,620
L
297.9
320.407407
1,590
34.6
57
0
1,621
L
297.9
320.407407
1,492
43.7
59
0
1,622
L
297.7
320.037037
1,844
21.9
61
0
1,623
H
297.7
320.037037
1,538
38.3
63
0
1,624
L
297.7
320.037037
1,921
22.9
68
0
1,625
M
297.8
320.777778
1,310
57.9
70
0
1,626
L
297.9
320.777778
1,365
46.9
73
0
1,627
M
297.9
320.777778
1,303
59.3
75
0
1,628
L
297.9
320.777778
1,499
37.5
78
0
1,629
L
297.9
320.777778
1,451
38.2
80
0
1,630
M
297.9
321.148148
1,336
54.4
82
0
1,631
L
297.9
321.148148
1,412
44.5
85
0
1,632
L
298
321.518519
1,433
39.2
87
0
1,633
L
297.9
321.148148
1,426
43.6
89
0
1,634
L
297.9
321.148148
1,476
45.2
91
0
1,635
H
297.9
321.148148
1,406
58.5
93
0
1,636
L
297.8
320.777778
1,383
56.5
98
0
1,637
L
297.9
320.777778
1,505
37.3
100
0
1,638
L
297.9
320.777778
1,665
33.9
102
0
1,639
L
297.9
320.777778
1,397
45
104
0
1,640
M
297.9
320.777778
1,450
43.5
106
0
1,641
L
298
320.777778
1,567
36.4
109
0
1,642
M
298
321.518519
1,555
37
111
0
1,643
H
298
320.777778
1,588
35.4
114
0
1,644
L
298
320.777778
1,453
37.7
119
0
1,645
L
298
320.777778
1,622
33.3
121
0
1,646
L
297.9
320.777778
1,538
38.5
123
0
1,647
M
297.9
320.407407
1,527
42.8
125
0
1,648
L
297.8
320.777778
1,761
28.9
128
0
1,649
L
297.9
320.777778
1,373
50.2
130
0
1,650
H
298
321.148148
1,482
37.8
132
0
1,651
M
298
321.148148
1,417
51
137
0
1,652
L
298
320.777778
1,414
51.7
140
0
1,653
H
297.9
320.777778
1,635
34
142
0
1,654
L
298
320.777778
1,386
57.3
147
0
1,655
L
298.2
321.888889
1,379
62.3
149
0
1,656
M
298.2
321.518519
1,577
35.9
151
0
1,657
L
298.2
321.888889
1,532
42.5
154
0
1,658
M
298.1
321.518519
1,374
48.8
156
0
1,659
H
298.1
321.518519
1,570
35.3
159
0
1,660
L
298.1
321.518519
1,697
31
164
0
1,661
L
298.2
321.518519
1,499
44.1
166
0
1,662
M
298.2
321.518519
1,411
47.2
168
0
1,663
H
298.2
321.148148
1,462
45.5
171
0
1,664
M
298.1
321.148148
1,759
28.6
176
0
1,665
L
298.2
321.518519
1,535
38
179
0
1,666
H
298.2
321.148148
1,491
39.7
181
0
1,667
L
298.2
321.148148
1,551
36
186
0
1,668
L
298.2
321.148148
1,769
27.2
188
0
1,669
L
298.2
321.148148
1,551
34.1
190
0
1,670
L
298.2
321.148148
1,544
31.4
192
0
1,671
L
298.2
320.777778
1,528
31.1
194
0
1,672
L
298.1
321.148148
1,614
35.8
196
0
1,673
L
298.1
320.777778
1,432
49.8
198
0
1,674
M
298.1
320.777778
1,384
43.7
200
0
1,675
L
298.1
320.777778
1,540
37.8
203
0
1,676
L
298
320.407407
1,407
43.9
205
0
1,677
H
297.9
320.037037
1,418
43
207
0
1,678
M
297.9
319.666667
1,647
30.8
212
0
1,679
L
298
319.666667
1,644
32.8
215
0
1,680
L
298
319.666667
1,792
27.9
217
0
1,681
M
297.9
319.296296
1,610
34.6
219
0
1,682
M
297.8
318.925926
1,804
26
222
0
1,683
H
297.9
319.296296
1,604
36.1
225
1
1,684
M
297.9
319.296296
1,403
52.8
0
0
1,685
L
297.8
318.925926
1,438
44.5
3
0
1,686
L
297.9
318.925926
1,824
26.3
5
0
1,687
H
297.9
318.925926
1,663
28.7
7
0
1,688
L
297.9
318.925926
1,502
36.7
12
0
1,689
L
297.9
319.296296
1,606
35.5
14
0
1,690
L
297.9
319.666667
1,561
37.7
16
0
1,691
M
297.9
319.296296
1,435
42.9
18
0
1,692
L
297.9
319.666667
1,602
38.3
21
0
1,693
M
298.1
320.037037
1,764
27.7
23
0
1,694
H
298
319.666667
1,683
27.8
26
0
1,695
L
298
319.666667
1,618
35.2
31
0
1,696
L
298
320.037037
1,509
41.6
33
0
1,697
L
297.9
320.037037
1,550
39
35
0
1,698
M
297.9
320.037037
1,519
44
37
0
1,699
L
297.9
320.037037
1,481
38
40
0
1,700
L
298.1
320.407407
1,289
48.3
42
0