UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
8,901
M
297.3
323.740741
1,584
29.4
141
0
8,902
L
297.3
323.740741
1,446
50.1
144
0
8,903
H
297.4
324.111111
1,522
46.3
146
0
8,904
M
297.4
324.111111
1,382
49.9
151
0
8,905
L
297.4
324.111111
1,584
38.2
154
0
8,906
L
297.3
323.740741
1,385
55.2
156
0
8,907
L
297.3
324.111111
1,592
34.4
158
0
8,908
M
297.2
323.740741
1,404
43.7
160
0
8,909
L
297.2
323.37037
1,518
44.3
163
0
8,910
L
297.1
323
1,529
40.4
165
0
8,911
L
297.1
323
1,550
37
167
0
8,912
L
297.1
322.62963
1,773
23.8
169
0
8,913
L
297.2
323.37037
1,446
43.7
171
0
8,914
M
297.2
323.37037
1,487
46.9
173
0
8,915
M
297.3
323.37037
1,524
49.3
176
0
8,916
L
297.1
322.62963
1,403
54.1
179
0
8,917
L
297.1
322.259259
2,267
15.7
181
0
8,918
M
297.1
322.259259
1,529
37.9
183
0
8,919
L
297.1
322.259259
1,402
51.2
186
0
8,920
L
297.2
322.62963
1,693
28
188
0
8,921
L
297.1
322.62963
1,496
45.8
190
0
8,922
L
297.1
321.888889
1,633
33.3
192
0
8,923
L
297.1
322.259259
1,399
42.6
194
0
8,924
M
297
321.888889
1,363
45.3
196
0
8,925
H
297.1
322.259259
1,527
42.2
199
0
8,926
M
297.2
322.259259
1,405
42.5
204
0
8,927
M
297.3
322.62963
1,459
59.6
207
1
8,928
M
297.4
323
1,789
25
210
0
8,929
L
297.4
323
1,531
41.5
213
0
8,930
M
297.4
323
1,620
35.8
215
0
8,931
L
297.4
323
1,571
39.4
0
0
8,932
L
297.4
323
1,434
39.9
2
0
8,933
L
297.4
323
1,474
43.6
4
0
8,934
M
297.3
322.62963
1,544
41.7
6
0
8,935
L
297.3
322.259259
1,601
35.7
9
0
8,936
L
297.4
322.62963
1,801
26.9
11
0
8,937
L
297.4
322.62963
1,465
42
13
0
8,938
M
297.4
323
1,340
52.6
15
0
8,939
M
297.4
323
1,517
41
18
0
8,940
M
297.3
323
1,434
44.8
21
0
8,941
H
297.3
322.62963
1,935
19.3
24
0
8,942
M
297.3
322.62963
1,595
32.2
29
0
8,943
L
297.3
322.62963
2,188
17
32
0
8,944
M
297.3
323
1,449
44.4
34
0
8,945
L
297.3
322.62963
1,471
38.2
37
0
8,946
L
297.4
322.259259
1,639
33.8
39
0
8,947
M
297.3
322.259259
1,846
24.5
41
0
8,948
M
297.3
322.259259
1,452
38.2
44
0
8,949
M
297.4
322.62963
1,483
41.9
47
0
8,950
L
297.4
322.62963
1,284
60.3
50
0
8,951
L
297.4
322.259259
1,419
50
52
0
8,952
L
297.3
321.888889
1,763
28.4
54
0
8,953
M
297.2
321.518519
1,478
42.5
56
0
8,954
L
297.3
321.518519
1,518
36
59
0
8,955
L
297.3
321.518519
1,447
49
61
0
8,956
M
297.4
321.518519
1,355
55.1
63
0
8,957
L
297.4
321.888889
1,348
57.4
66
0
8,958
L
297.4
321.888889
1,348
53.7
68
0
8,959
M
297.4
321.888889
1,734
27.7
70
0
8,960
L
297.3
321.518519
1,420
46.5
73
0
8,961
L
297.3
321.148148
1,797
24.7
75
0
8,962
M
297.3
321.518519
1,403
45
77
0
8,963
L
297.3
321.148148
1,628
30.2
80
0
8,964
M
297.2
321.148148
1,687
30.4
82
0
8,965
M
297.2
321.148148
1,456
44.9
85
0
8,966
L
297.1
321.148148
1,496
44.7
88
0
8,967
L
297.1
320.777778
1,636
30.3
90
0
8,968
L
297.1
320.777778
1,536
40.4
92
0
8,969
L
297.1
320.777778
1,454
50.6
94
0
8,970
L
297
320.777778
1,396
50
96
0
8,971
L
297
320.037037
1,575
37.4
98
0
8,972
L
296.9
320.037037
1,514
35.7
100
0
8,973
M
296.8
319.296296
1,455
49.9
102
0
8,974
L
296.8
319.296296
1,549
48.3
105
0
8,975
L
296.8
319.666667
1,474
42.4
107
0
8,976
H
296.7
319.296296
1,661
34.2
109
0
8,977
L
296.7
319.296296
1,535
34.6
114
0
8,978
M
296.9
319.666667
1,556
31.2
116
0
8,979
L
296.9
320.037037
1,435
45
119
0
8,980
M
296.9
319.666667
1,332
51.1
121
0
8,981
L
297
320.037037
1,513
42.4
124
0
8,982
L
297
320.407407
1,502
39.4
126
0
8,983
L
297
320.407407
1,315
60.1
128
0
8,984
M
297
320.407407
1,261
51.1
130
0
8,985
L
297.1
320.777778
1,406
60.4
133
0
8,986
L
297.1
320.777778
1,584
42.3
135
0
8,987
M
297.1
320.777778
1,443
43.9
137
0
8,988
L
297.2
321.148148
1,580
35.8
140
0
8,989
L
297.2
321.148148
1,825
24.6
142
0
8,990
L
297.2
321.148148
1,469
48.2
144
0
8,991
L
297.2
321.148148
1,493
38.4
146
0
8,992
M
297.3
321.518519
1,598
29.4
148
0
8,993
H
297.2
321.148148
1,450
37.2
151
0
8,994
M
297.2
321.148148
1,632
37.5
156
0
8,995
M
297.1
321.148148
1,980
20.3
159
0
8,996
L
297.2
321.518519
1,474
43.7
162
0
8,997
L
297.2
321.148148
1,540
37.1
164
0
8,998
M
297.1
321.148148
1,609
38.9
166
0
8,999
L
297.1
321.518519
1,467
42.8
169
0
9,000
L
297.1
321.148148
1,492
39.4
171
0