UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
8,801
L
297.4
323.37037
1,475
47.2
69
0
8,802
L
297.4
323.740741
1,488
36.4
71
0
8,803
L
297.4
323.740741
1,524
43.1
73
0
8,804
L
297.4
323.37037
1,486
48.6
75
0
8,805
M
297.5
323.740741
1,255
60.7
77
0
8,806
M
297.4
323.740741
1,469
42.6
80
0
8,807
L
297.4
323.37037
1,692
34.3
83
0
8,808
M
297.4
323.740741
1,604
32.8
85
0
8,809
L
297.4
323.740741
1,446
48.1
88
0
8,810
L
297.3
323.37037
1,503
43.3
90
0
8,811
M
297.3
323.37037
1,625
32.8
92
0
8,812
L
297.2
323.37037
1,574
35.8
95
0
8,813
M
297.2
323
1,378
41.9
97
0
8,814
L
297.1
323
1,693
29.5
100
0
8,815
L
297.2
323
1,462
51.2
102
0
8,816
H
297.3
323.37037
1,435
55
104
0
8,817
M
297.2
323.37037
1,425
45.8
109
0
8,818
H
297.3
323.740741
1,376
53.5
112
0
8,819
M
297.4
324.111111
1,481
48
117
0
8,820
H
297.4
324.111111
1,349
48.9
120
0
8,821
L
297.3
324.111111
1,551
40
125
0
8,822
H
297.4
324.111111
1,623
33.8
127
0
8,823
L
297.4
324.481482
1,462
49.7
132
0
8,824
M
297.3
324.481482
1,447
57.4
134
0
8,825
M
297.3
324.851852
1,799
24.5
137
0
8,826
M
297.3
324.481482
1,548
41.3
140
0
8,827
M
297.2
324.481482
1,485
47.9
143
0
8,828
L
297.2
324.111111
1,463
49.9
146
0
8,829
L
297.3
324.111111
1,587
35.8
148
0
8,830
M
297.3
324.481482
1,469
44.1
150
0
8,831
H
297.3
324.111111
1,430
42.8
153
0
8,832
H
297.4
324.111111
1,726
26.8
158
0
8,833
L
297.4
324.481482
1,651
34.1
163
0
8,834
L
297.4
324.481482
1,529
41.3
165
0
8,835
L
297.4
324.481482
1,473
46.2
167
0
8,836
H
297.4
324.481482
1,324
53.5
169
0
8,837
L
297.4
324.851852
1,708
28.8
174
0
8,838
M
297.5
325.592593
1,540
38.5
176
0
8,839
L
297.5
325.222222
1,320
54.7
179
0
8,840
M
297.4
324.851852
1,376
39
181
0
8,841
M
297.3
324.111111
1,542
37
184
0
8,842
L
297.3
324.111111
1,506
39.3
187
0
8,843
L
297.3
324.111111
1,492
43.6
189
0
8,844
H
297.3
324.481482
1,564
38
191
0
8,845
H
297.4
324.851852
1,645
30.8
196
0
8,846
M
297.4
324.851852
1,348
59.1
201
0
8,847
M
297.4
324.481482
1,325
62.4
204
1
8,848
L
297.5
324.851852
1,443
43.5
0
0
8,849
M
297.5
324.851852
1,436
44.8
2
0
8,850
L
297.5
324.851852
1,596
30.7
5
0
8,851
L
297.6
325.222222
1,491
43.2
7
0
8,852
M
297.7
324.851852
1,573
35.1
9
0
8,853
L
297.7
324.851852
1,575
39.9
12
0
8,854
L
297.7
324.851852
1,458
41.1
14
0
8,855
M
297.7
325.222222
1,433
41.8
16
0
8,856
L
297.7
324.851852
1,662
28.1
19
0
8,857
M
297.7
324.851852
1,327
63.7
21
0
8,858
L
297.7
324.851852
1,742
26.3
24
0
8,859
L
297.8
324.851852
1,506
33.5
26
0
8,860
L
297.9
325.592593
1,457
44.4
28
0
8,861
M
297.9
325.592593
1,488
37.3
30
0
8,862
L
297.9
325.592593
1,619
34.7
33
0
8,863
M
298
325.962963
1,558
41.7
35
0
8,864
L
298
325.962963
1,731
28.7
38
0
8,865
M
298
325.592593
1,574
34.8
40
0
8,866
L
297.9
325.222222
1,290
49.8
43
0
8,867
H
297.9
324.851852
1,416
39.6
45
0
8,868
L
297.9
324.851852
1,566
41.9
50
0
8,869
L
297.9
325.222222
1,456
46.5
52
0
8,870
L
297.9
325.222222
1,528
37.5
54
0
8,871
M
297.9
325.592593
1,338
49.6
56
0
8,872
M
297.9
325.592593
1,558
39.2
59
0
8,873
M
297.9
325.592593
1,614
38.1
62
0
8,874
H
298
325.592593
1,557
36.4
65
0
8,875
L
298.1
326.333333
1,443
45.3
70
0
8,876
H
298.1
326.333333
1,332
51
72
0
8,877
M
298.1
326.333333
1,752
25.2
77
0
8,878
M
298.1
325.962963
1,460
45.8
80
0
8,879
L
298.1
325.962963
1,802
26.9
83
0
8,880
L
298
325.962963
1,527
39.5
85
0
8,881
L
298
325.962963
1,458
39.8
87
0
8,882
H
298
325.962963
1,520
37.9
89
0
8,883
L
298
325.962963
1,378
49.7
94
0
8,884
M
297.9
325.962963
1,529
38.1
96
0
8,885
L
298
325.962963
1,527
32.4
99
0
8,886
M
298
325.962963
1,438
42.9
101
0
8,887
L
297.9
325.222222
1,583
36.7
104
0
8,888
L
297.8
324.851852
1,530
37.6
106
0
8,889
M
297.7
324.851852
1,530
39.1
108
0
8,890
M
297.7
324.481482
2,089
19.1
111
0
8,891
L
297.7
324.481482
1,616
34.2
114
0
8,892
M
297.7
324.851852
1,681
28.3
116
0
8,893
L
297.6
324.481482
1,475
43
119
0
8,894
L
297.5
324.111111
1,371
46.5
121
0
8,895
M
297.5
324.111111
1,546
38
123
0
8,896
H
297.4
323.740741
1,461
40.1
126
0
8,897
L
297.4
324.111111
1,638
31.9
131
0
8,898
M
297.3
324.111111
1,577
35.6
133
0
8,899
L
297.4
323.740741
1,532
38.7
136
0
8,900
M
297.3
323.37037
1,710
27.7
138
0