UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
2,901
L
300.5
326.333333
1,574
33.5
101
0
2,902
L
300.6
326.703704
1,425
40.3
103
0
2,903
M
300.6
326.703704
1,541
35.2
105
0
2,904
M
300.7
327.074074
1,733
26.7
108
0
2,905
L
300.6
326.703704
2,496
13.5
111
0
2,906
L
300.6
326.703704
1,552
36.4
113
0
2,907
L
300.6
326.333333
1,409
38.7
115
0
2,908
M
300.6
326.703704
1,581
35.7
117
0
2,909
L
300.7
327.074074
1,251
59.9
120
0
2,910
L
300.7
327.444444
1,500
44.1
122
0
2,911
L
300.6
327.074074
1,576
38.8
124
0
2,912
M
300.7
327.074074
1,352
44
126
0
2,913
L
300.7
327.444444
1,661
30.3
129
0
2,914
L
300.7
327.444444
1,541
34.6
131
0
2,915
H
300.6
327.444444
1,888
20.5
133
0
2,916
L
300.5
327.074074
1,255
62.1
138
0
2,917
L
300.6
327.444444
1,411
41.6
140
0
2,918
L
300.6
327.074074
1,516
39
142
0
2,919
M
300.6
327.074074
1,492
34
144
0
2,920
L
300.6
327.444444
1,726
30
147
0
2,921
L
300.7
327.814815
1,598
33.7
149
0
2,922
L
300.8
328.185185
1,657
31.1
151
0
2,923
L
300.8
327.814815
1,481
38.1
153
0
2,924
M
300.7
327.814815
1,397
51.3
155
0
2,925
L
300.8
327.814815
1,461
44.3
158
0
2,926
M
300.7
327.444444
1,388
51.1
160
0
2,927
L
300.7
327.814815
1,507
52.4
163
0
2,928
M
300.7
327.444444
1,421
49.8
165
0
2,929
M
300.8
327.814815
1,258
54.9
168
0
2,930
M
300.8
327.814815
1,482
39
171
0
2,931
H
300.7
327.444444
1,403
51.3
174
0
2,932
L
300.8
327.814815
1,373
45.4
179
0
2,933
L
300.9
327.814815
1,460
42.1
181
0
2,934
M
300.8
327.814815
1,751
27.9
183
0
2,935
M
300.8
327.444444
1,546
42.3
186
0
2,936
M
300.8
327.814815
1,680
28.2
189
0
2,937
M
300.9
327.814815
1,394
48.8
192
0
2,938
L
300.7
327.444444
1,810
26
195
0
2,939
L
300.7
327.074074
1,479
34.5
197
0
2,940
L
300.9
327.814815
1,431
41.4
199
0
2,941
L
300.9
327.814815
2,355
14.4
201
0
2,942
M
300.7
327.444444
1,996
19.8
203
1
2,943
L
300.7
327.074074
1,461
49.9
0
0
2,944
H
300.7
327.074074
2,007
19.7
2
0
2,945
L
300.7
327.444444
1,505
34.9
7
0
2,946
H
300.7
327.444444
1,925
20.5
9
0
2,947
M
300.7
327.074074
1,622
30.5
14
0
2,948
L
300.7
327.074074
1,592
29
17
0
2,949
L
300.7
327.074074
1,850
24.5
19
0
2,950
M
300.7
327.074074
1,470
48.7
21
0
2,951
M
300.7
327.074074
1,445
46.4
24
0
2,952
L
300.7
327.074074
1,685
31.1
27
0
2,953
H
300.7
327.074074
1,667
30.5
29
0
2,954
L
300.7
327.074074
1,578
35.4
34
0
2,955
H
300.6
326.703704
1,691
28
36
0
2,956
M
300.7
327.074074
1,439
43.8
41
0
2,957
M
300.8
327.444444
1,404
38.7
44
0
2,958
L
300.8
327.444444
1,498
45.8
47
0
2,959
M
300.8
327.074074
1,481
44.5
49
0
2,960
M
300.7
326.703704
1,589
35
52
0
2,961
L
300.7
327.074074
1,467
44.3
55
0
2,962
L
300.6
326.703704
1,654
32.8
57
0
2,963
L
300.7
327.074074
1,508
39.9
59
0
2,964
M
300.7
327.444444
1,439
43
61
0
2,965
L
300.7
327.074074
1,692
30.3
64
0
2,966
M
300.7
327.074074
1,838
24.9
66
0
2,967
L
300.6
326.333333
1,601
40.2
69
0
2,968
L
300.6
326.703704
1,369
51.6
71
0
2,969
M
300.6
326.703704
1,312
45.2
73
0
2,970
L
300.6
326.703704
1,468
44.1
76
0
2,971
M
300.6
326.703704
1,452
39.4
78
0
2,972
M
300.7
327.074074
1,393
43.9
81
0
2,973
M
300.6
326.703704
1,432
44.2
84
0
2,974
M
300.6
326.333333
1,510
46
87
0
2,975
M
300.6
326.703704
1,521
37.2
90
0
2,976
H
300.5
326.703704
1,360
46.2
93
0
2,977
M
300.5
326.333333
1,881
25.5
98
0
2,978
L
300.4
326.333333
1,413
50.3
101
0
2,979
H
300.5
326.703704
1,642
36.2
103
0
2,980
L
300.5
327.074074
1,542
38.5
108
0
2,981
L
300.4
327.074074
1,447
39.3
110
0
2,982
H
300.4
326.703704
1,530
40.4
112
0
2,983
L
300.5
327.074074
1,795
27.7
117
0
2,984
L
300.6
327.444444
1,290
57.4
119
0
2,985
L
300.6
327.814815
1,639
30.4
121
0
2,986
L
300.7
328.185185
1,596
31.5
123
0
2,987
L
300.6
328.185185
1,455
48
125
0
2,988
M
300.6
328.185185
1,659
28.9
127
0
2,989
M
300.6
328.185185
1,532
42.5
130
0
2,990
L
300.6
328.185185
1,502
42.4
133
0
2,991
L
300.6
328.185185
1,688
28.6
135
0
2,992
M
300.5
327.814815
1,341
50.9
137
0
2,993
M
300.5
327.814815
1,685
29.4
140
0
2,994
M
300.5
328.185185
1,370
55.9
143
0
2,995
L
300.5
328.185185
1,461
52.5
146
0
2,996
L
300.5
328.185185
1,550
37.4
148
0
2,997
M
300.5
328.185185
1,508
37.8
150
0
2,998
L
300.5
328.185185
1,345
62.7
153
0
2,999
L
300.5
327.814815
1,616
34.5
155
0
3,000
L
300.5
327.814815
1,395
61
157
0