UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,801
M
300.1
334.111111
1,524
40.6
98
0
7,802
L
300
334.111111
1,383
49.6
101
0
7,803
L
299.9
333.740741
1,429
58.2
103
0
7,804
M
299.8
333.740741
1,517
41.2
105
0
7,805
M
299.9
334.111111
1,480
44.9
108
0
7,806
L
299.9
334.111111
1,706
28.8
111
0
7,807
L
300
334.481482
1,349
48.6
113
0
7,808
M
300
334.481482
1,451
49
115
0
7,809
L
299.9
334.111111
1,627
36.7
118
0
7,810
M
300
334.111111
1,537
35.4
120
0
7,811
L
300.1
334.481482
2,218
17
123
0
7,812
M
300
334.111111
1,466
39
125
0
7,813
L
300
334.481482
1,666
32
128
0
7,814
L
300
334.481482
1,455
41.7
130
0
7,815
L
300
334.111111
1,927
24.6
132
0
7,816
M
299.9
333.740741
1,703
28.4
134
0
7,817
L
299.8
333.37037
1,533
35.9
137
0
7,818
H
299.8
333.740741
1,785
25.4
139
0
7,819
L
299.8
333.37037
2,142
16.6
144
0
7,820
L
299.8
333.37037
1,369
46.2
146
0
7,821
M
299.8
333.37037
1,706
29.2
148
0
7,822
L
299.9
333.740741
1,802
24.4
151
0
7,823
H
299.9
333.740741
1,413
41.8
153
0
7,824
L
300
333.740741
1,484
53.2
158
0
7,825
L
299.9
333.740741
1,535
38.1
160
0
7,826
M
299.9
333.37037
1,579
35.5
162
0
7,827
L
299.8
333
1,300
64.2
165
0
7,828
M
299.8
333
1,452
44.3
167
0
7,829
M
299.8
333
1,562
35.7
170
0
7,830
L
299.8
333.37037
1,664
28.3
173
0
7,831
H
299.9
333.37037
1,495
35.8
175
0
7,832
M
300
334.111111
1,533
42.6
180
0
7,833
L
300
334.111111
1,484
37
183
0
7,834
L
300
334.111111
1,604
38.7
185
0
7,835
L
300
334.111111
1,483
45.6
187
0
7,836
L
300.1
334.481482
1,549
34.7
189
0
7,837
L
300.1
334.111111
1,604
35
191
0
7,838
L
300.2
334.481482
1,685
31
193
0
7,839
L
300.2
334.851852
1,372
49.2
195
0
7,840
L
300.3
334.851852
1,374
47.4
197
0
7,841
L
300.2
334.851852
1,606
31
199
0
7,842
L
300.1
334.481482
1,471
47.2
201
0
7,843
L
300.1
334.481482
1,659
31.1
203
0
7,844
M
300.1
335.222222
1,400
48.5
205
0
7,845
L
300.1
335.222222
1,503
42.6
208
0
7,846
L
300.2
335.592593
1,798
23.2
210
0
7,847
M
300.2
334.851852
1,608
35
212
0
7,848
L
300.2
334.851852
1,322
50.9
215
0
7,849
H
300.2
334.851852
1,547
37.7
217
0
7,850
M
300.3
335.222222
1,374
47.9
222
1
7,851
M
300.3
335.222222
1,447
36.8
0
0
7,852
L
300.4
335.222222
1,373
47.2
3
0
7,853
L
300.3
335.222222
1,515
37.5
5
0
7,854
L
300.3
335.222222
1,317
56.5
7
0
7,855
L
300.3
335.592593
1,551
37.2
9
0
7,856
M
300.3
335.592593
1,592
32.1
11
0
7,857
L
300.4
335.592593
1,433
42.2
14
0
7,858
L
300.5
335.962963
1,432
43.1
16
0
7,859
L
300.5
335.962963
1,350
51.7
18
0
7,860
M
300.5
335.962963
1,370
44.8
20
0
7,861
L
300.5
336.333333
1,415
44.6
23
0
7,862
L
300.5
336.333333
1,498
42.9
25
0
7,863
M
300.5
336.333333
1,382
54.1
27
0
7,864
M
300.5
335.962963
1,511
44.5
30
0
7,865
L
300.5
335.962963
1,330
59.5
33
0
7,866
L
300.5
335.962963
1,383
50.5
35
0
7,867
L
300.5
335.962963
1,431
49.4
37
0
7,868
L
300.5
336.333333
1,461
38.1
39
0
7,869
H
300.4
335.962963
1,438
46.7
41
0
7,870
M
300.5
336.333333
1,779
27.7
46
0
7,871
M
300.6
336.703704
1,293
52.3
49
0
7,872
L
300.6
337.074074
1,308
54.7
52
0
7,873
L
300.6
337.444444
1,532
37.2
54
0
7,874
L
300.7
337.814815
1,470
38.6
56
0
7,875
L
300.7
337.444444
1,548
37.9
58
0
7,876
L
300.7
337.444444
1,898
24
60
0
7,877
H
300.7
337.074074
1,335
49
62
0
7,878
L
300.7
337.444444
1,420
53.8
67
0
7,879
L
300.7
337.444444
1,418
49
69
0
7,880
M
300.8
337.444444
1,535
40.3
71
0
7,881
H
300.7
337.814815
1,457
47.2
74
0
7,882
L
300.8
337.814815
1,493
39.1
79
0
7,883
H
300.7
337.444444
1,670
27.3
81
0
7,884
H
300.7
337.444444
1,446
45.4
86
0
7,885
L
300.8
337.814815
1,465
59.1
91
1
7,886
L
300.7
337.444444
1,590
36.3
93
0
7,887
M
300.6
337.074074
2,174
18.5
95
0
7,888
L
300.7
337.814815
1,590
37.9
98
0
7,889
L
300.7
337.444444
1,577
33.2
100
0
7,890
M
300.7
337.814815
1,371
61.7
102
0
7,891
L
300.8
337.814815
1,767
25.6
105
0
7,892
L
300.8
338.185185
1,517
39.2
107
0
7,893
M
300.9
338.555556
1,555
40.6
109
0
7,894
L
300.9
338.925926
1,416
43.8
112
0
7,895
M
300.8
338.555556
1,588
35.6
114
0
7,896
L
300.8
338.555556
1,422
50
117
0
7,897
L
300.8
338.555556
1,376
53.6
119
0
7,898
L
300.8
338.185185
1,434
50.7
121
0
7,899
L
300.8
338.185185
1,423
47.3
123
0
7,900
L
300.9
337.814815
1,364
52.5
125
0