UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,901
L
300.8
337.814815
1,825
23.8
127
0
7,902
L
300.8
337.814815
1,365
44.5
129
0
7,903
M
300.7
337.444444
1,430
47.2
131
0
7,904
L
300.8
337.444444
1,435
44.8
134
0
7,905
M
300.8
337.814815
1,811
25.1
136
0
7,906
M
300.8
337.814815
1,465
43.7
139
0
7,907
L
300.9
337.814815
1,372
51
142
0
7,908
L
300.8
337.444444
1,858
26.3
144
0
7,909
L
300.7
337.444444
1,715
26.8
146
0
7,910
L
300.7
337.074074
1,590
38.5
148
0
7,911
M
300.8
337.074074
1,664
25.7
150
0
7,912
L
300.7
336.703704
1,512
36.9
153
0
7,913
L
300.7
336.703704
1,498
44
155
0
7,914
L
300.7
336.703704
1,395
41.9
157
0
7,915
H
300.7
336.703704
1,490
43.1
159
0
7,916
H
300.8
336.703704
1,527
35.1
164
0
7,917
L
300.8
336.703704
1,512
37.1
169
0
7,918
L
300.9
336.703704
1,474
42.4
171
0
7,919
L
300.8
336.703704
1,505
41.3
173
0
7,920
L
300.8
336.333333
1,496
40
175
0
7,921
L
300.8
336.333333
1,382
49.3
177
0
7,922
L
300.7
335.962963
1,419
47.7
179
0
7,923
L
300.7
335.962963
1,462
39.7
181
0
7,924
M
300.8
336.333333
1,450
45
183
0
7,925
H
300.7
335.962963
1,389
46.5
186
0
7,926
M
300.7
335.962963
1,697
28.2
191
0
7,927
L
300.7
335.962963
1,335
57.1
194
1
7,928
L
300.7
335.962963
1,476
42
196
0
7,929
L
300.6
335.222222
1,497
43.6
198
0
7,930
M
300.6
334.851852
1,669
29.2
200
0
7,931
L
300.6
334.851852
1,455
48
203
0
7,932
L
300.7
335.222222
1,499
38.4
205
0
7,933
L
300.7
335.592593
1,478
41.9
207
0
7,934
L
300.8
335.592593
1,928
21.8
209
0
7,935
M
300.8
335.962963
1,621
28.3
211
0
7,936
M
300.8
335.962963
1,356
44.3
214
0
7,937
L
300.8
335.222222
1,490
46.4
217
0
7,938
L
300.8
335.222222
1,578
31.4
219
0
7,939
L
300.8
335.222222
1,681
31.3
221
0
7,940
L
300.8
335.592593
1,417
43.4
223
0
7,941
M
300.7
335.222222
1,532
40
0
0
7,942
M
300.7
335.222222
1,499
38.9
3
0
7,943
L
300.8
335.222222
1,432
45.8
6
0
7,944
L
300.8
335.222222
1,753
29
8
0
7,945
L
300.8
335.222222
1,414
49
10
0
7,946
L
300.8
335.222222
1,655
32.2
12
0
7,947
L
300.8
334.851852
1,516
35.6
14
0
7,948
L
300.8
335.222222
1,426
45.5
16
0
7,949
L
300.8
335.222222
1,479
39.4
18
0
7,950
M
300.7
334.481482
1,569
36.4
20
0
7,951
L
300.8
334.851852
1,568
36
23
0
7,952
M
300.9
335.592593
1,843
24.5
25
0
7,953
M
300.9
335.962963
1,480
40.9
28
0
7,954
L
301
336.333333
1,447
36.8
31
0
7,955
L
301
335.962963
1,454
41.9
33
0
7,956
M
300.9
335.962963
1,310
56.1
35
0
7,957
H
300.9
335.962963
1,513
38
38
0
7,958
H
300.9
335.962963
2,140
16.5
43
0
7,959
L
301
336.703704
1,377
49.9
48
0
7,960
L
301
336.703704
1,585
32.3
50
0
7,961
H
301.1
337.074074
1,491
42.6
52
0
7,962
L
301
337.074074
1,264
59
57
0
7,963
L
301
337.074074
1,372
47
59
0
7,964
L
301
337.074074
1,510
39.9
61
0
7,965
L
300.9
336.703704
1,423
40.2
63
0
7,966
L
301.1
337.444444
1,464
35.3
65
0
7,967
L
301
337.074074
1,602
35.9
67
0
7,968
M
301
337.074074
1,629
32.6
69
0
7,969
L
300.9
337.074074
1,811
23.2
72
0
7,970
L
300.9
336.703704
1,711
28.8
74
0
7,971
M
300.9
336.703704
1,297
48.6
76
0
7,972
L
301
336.703704
1,405
46.1
79
0
7,973
L
301.1
337.074074
1,397
54.9
81
0
7,974
L
301.1
337.444444
1,682
29.7
83
0
7,975
L
301.2
337.444444
1,528
38.4
85
0
7,976
M
301.2
337.444444
1,548
38.3
87
0
7,977
H
301.2
337.814815
1,395
47.8
90
0
7,978
L
301.2
337.814815
1,378
59
95
0
7,979
L
301.2
337.814815
1,480
53.5
97
0
7,980
M
301.2
337.814815
1,428
36.6
99
0
7,981
M
301.2
337.814815
1,505
39.6
102
0
7,982
L
301
337.444444
1,445
36.4
105
0
7,983
L
301
337.444444
1,488
42.6
107
0
7,984
L
301
337.074074
1,601
33
109
0
7,985
L
301
337.444444
1,550
34.9
111
0
7,986
L
301
337.074074
1,540
34.1
113
0
7,987
L
301.1
337.444444
1,587
34.5
115
0
7,988
H
301
337.074074
1,489
40.3
117
0
7,989
L
301.1
337.444444
1,486
34.9
122
0
7,990
L
301.1
337.814815
1,430
37.9
124
0
7,991
M
301.1
337.814815
1,809
25.1
126
0
7,992
L
301.1
337.444444
1,534
39
129
0
7,993
M
301.1
337.444444
1,852
25.9
131
0
7,994
L
301.1
337.444444
1,595
31.9
134
0
7,995
L
301
337.444444
1,424
43.5
136
0
7,996
L
301
337.074074
1,776
28.8
138
0
7,997
M
301
337.074074
1,499
41.5
140
0
7,998
M
301
337.074074
2,710
9.7
143
1
7,999
L
300.9
336.703704
1,359
51.7
146
0
8,000
M
300.9
336.703704
1,617
31
148
0