UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,801
M
298
319.666667
1,524
36.3
98
0
1,802
M
298
319.666667
1,427
43.6
101
0
1,803
H
298.1
320.037037
1,496
44.1
104
0
1,804
L
298.1
320.407407
1,388
40.3
109
0
1,805
L
298.1
320.407407
1,495
48.1
111
0
1,806
H
298.1
320.407407
1,376
56.2
113
0
1,807
H
298
320.037037
1,593
32.2
118
0
1,808
L
298
320.037037
1,654
28.9
123
0
1,809
L
298.1
320.407407
2,567
12.8
125
1
1,810
L
298.1
320.407407
1,767
27
127
0
1,811
L
298.1
320.037037
1,364
53.8
129
0
1,812
M
298.1
320.777778
1,569
31.2
131
0
1,813
L
298.2
320.777778
1,476
36.8
134
0
1,814
L
298.1
320.407407
1,479
45
136
0
1,815
L
298.1
320.407407
1,650
34.1
138
0
1,816
M
298.1
320.037037
1,565
36.3
140
0
1,817
L
298.1
320.037037
1,460
46.5
143
0
1,818
L
298.1
320.407407
1,664
27.6
145
0
1,819
M
298.1
320.407407
1,435
40.9
147
0
1,820
M
298.1
320.037037
2,066
19.2
150
0
1,821
L
298.1
319.666667
1,493
43.7
153
0
1,822
L
298.1
320.037037
1,354
43.3
155
0
1,823
L
298.1
320.037037
1,488
39.4
157
0
1,824
L
298.1
320.407407
1,414
48.7
159
0
1,825
L
298.1
319.666667
1,391
57.4
161
0
1,826
M
298
319.666667
1,784
27.8
163
0
1,827
H
297.8
318.925926
1,516
40.1
166
0
1,828
M
297.9
318.925926
1,420
47.8
171
0
1,829
L
297.8
318.555556
1,351
56.3
174
0
1,830
L
297.8
318.555556
1,880
23
176
0
1,831
L
297.8
318.925926
1,859
24
178
0
1,832
M
297.8
318.925926
1,315
54
180
0
1,833
M
297.8
319.296296
1,330
51.7
183
0
1,834
L
297.8
318.925926
1,327
61
186
1
1,835
L
297.8
318.555556
1,498
38.1
188
0
1,836
H
297.8
318.925926
1,555
35.8
190
0
1,837
L
297.7
318.555556
1,518
35.8
195
0
1,838
L
297.7
318.555556
1,392
43
197
0
1,839
M
297.8
318.555556
1,456
39.6
199
0
1,840
L
297.7
318.185185
1,715
30.2
0
0
1,841
M
297.7
318.555556
1,405
43.7
2
0
1,842
L
297.7
318.555556
1,668
37.8
5
0
1,843
H
297.7
318.185185
1,855
22.5
7
0
1,844
L
297.6
318.185185
1,496
39.2
12
0
1,845
M
297.6
318.185185
1,471
44.9
14
0
1,846
L
297.7
318.555556
1,444
40
17
0
1,847
H
297.7
318.925926
1,514
38.6
19
0
1,848
L
297.8
318.925926
1,412
50.7
24
0
1,849
H
297.7
318.555556
1,429
44.1
26
0
1,850
L
297.7
318.555556
1,668
32.7
31
0
1,851
M
297.7
318.555556
1,372
52.8
33
0
1,852
M
297.7
318.925926
1,365
49.2
36
0
1,853
M
297.6
318.185185
1,526
39.1
39
0
1,854
L
297.6
318.555556
1,486
40.6
42
0
1,855
M
297.6
318.555556
1,470
42.6
44
0
1,856
H
297.7
318.925926
1,249
62.8
47
0
1,857
M
297.8
319.296296
1,752
26.1
52
0
1,858
L
297.7
319.296296
1,643
36.5
55
0
1,859
M
297.8
319.296296
1,488
36.1
57
0
1,860
L
297.8
319.296296
1,355
45.8
60
0
1,861
L
297.8
320.037037
1,607
30.3
62
0
1,862
M
297.9
320.037037
1,609
30.3
64
0
1,863
L
297.9
320.407407
1,517
44.4
67
0
1,864
M
297.9
320.407407
1,517
39.5
69
0
1,865
L
297.9
320.407407
1,546
37.6
72
0
1,866
L
297.9
320.407407
1,567
34.7
74
0
1,867
M
298.1
321.148148
1,662
28.9
76
0
1,868
L
298.1
321.148148
1,502
41.8
79
0
1,869
L
298.3
321.518519
1,361
56.9
81
0
1,870
M
298.3
321.888889
1,630
32.7
83
0
1,871
L
298.3
321.518519
1,486
42.3
86
0
1,872
L
298.3
321.888889
1,840
21.5
88
0
1,873
L
298.3
321.888889
1,326
58.4
90
0
1,874
L
298.4
321.888889
1,367
57.8
92
0
1,875
L
298.4
321.888889
1,598
32.7
94
0
1,876
L
298.3
321.518519
1,363
50.1
96
0
1,877
L
298.3
321.518519
1,242
62
98
0
1,878
M
298.2
320.777778
1,566
33.8
100
0
1,879
M
298.1
320.407407
1,424
47.7
103
0
1,880
M
298.2
320.407407
1,608
33.8
106
0
1,881
L
298.1
320.407407
1,705
29.1
109
0
1,882
L
298
320.037037
1,548
45.8
111
0
1,883
M
298
320.037037
1,581
43.4
113
0
1,884
M
298
320.037037
1,472
46.7
116
0
1,885
M
298
320.037037
1,792
26
119
0
1,886
L
298
320.037037
1,683
32.8
122
0
1,887
L
297.9
320.037037
1,503
40.7
124
0
1,888
M
297.9
319.666667
1,642
32.4
126
0
1,889
M
297.8
319.296296
1,902
24.3
129
0
1,890
H
297.7
319.296296
1,432
40.2
132
0
1,891
L
297.8
319.296296
1,512
40.8
137
0
1,892
L
297.7
319.296296
1,764
29
139
0
1,893
M
297.8
319.296296
1,438
43.6
141
0
1,894
L
297.8
319.666667
1,631
29.9
144
0
1,895
H
297.9
319.666667
1,880
23.3
146
0
1,896
L
297.9
320.037037
1,344
54.3
151
0
1,897
L
297.9
319.666667
1,574
35.8
153
0
1,898
L
297.8
319.296296
1,418
41.2
155
0
1,899
L
297.8
319.666667
1,372
54.1
157
0
1,900
L
297.8
319.666667
1,388
40
159
0