UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,001
L
296.3
318.185185
1,654
29.6
188
0
1,002
L
296.3
318.185185
1,662
32.9
190
0
1,003
L
296.3
318.555556
1,646
35
192
0
1,004
L
296.2
318.185185
1,444
46.7
194
0
1,005
H
296.3
318.555556
1,424
42
196
0
1,006
L
296.2
318.555556
1,382
52
201
0
1,007
L
296.2
318.185185
1,413
53.4
203
0
1,008
M
296.2
318.555556
1,633
31.1
0
0
1,009
L
296.2
318.185185
1,441
41.7
3
0
1,010
M
296.2
318.555556
1,385
44
5
0
1,011
M
296.2
318.555556
1,552
34.8
8
0
1,012
M
296.2
318.925926
1,451
42.8
11
0
1,013
M
296.1
318.185185
1,433
38.5
14
0
1,014
M
296.1
318.555556
1,619
29.7
17
0
1,015
L
296.2
318.555556
1,445
41.8
20
0
1,016
L
296.2
318.555556
1,356
43.6
22
0
1,017
M
296.3
318.555556
1,319
68.3
24
1
1,018
L
296.3
318.555556
1,637
31.6
27
0
1,019
L
296.3
318.555556
1,291
58.6
29
0
1,020
L
296.3
318.925926
1,398
52.7
31
0
1,021
L
296.3
318.925926
1,372
57.7
33
0
1,022
M
296.3
318.555556
1,454
42.5
35
0
1,023
L
296.2
318.555556
1,515
36.5
38
0
1,024
L
296.2
318.925926
1,881
24.3
40
0
1,025
L
296.2
318.925926
1,711
29.9
42
0
1,026
L
296.2
318.925926
1,475
37
44
0
1,027
L
296.4
319.296296
1,512
36.8
46
0
1,028
M
296.3
319.296296
1,335
50.5
48
0
1,029
L
296.3
319.296296
1,472
39.9
51
0
1,030
M
296.2
318.925926
1,477
35.2
53
0
1,031
L
296.3
319.296296
1,760
28.4
56
0
1,032
L
296.4
319.666667
1,549
36.1
58
0
1,033
L
296.3
319.296296
1,648
34
60
0
1,034
H
296.4
319.666667
1,556
38
62
0
1,035
M
296.3
319.296296
1,958
19.1
67
0
1,036
L
296.4
319.296296
1,403
48.4
70
0
1,037
M
296.4
319.666667
1,684
31.4
72
0
1,038
H
296.4
319.666667
1,596
35.1
75
0
1,039
L
296.6
320.037037
1,498
41.1
80
0
1,040
L
296.7
320.407407
1,524
36.8
82
0
1,041
L
296.7
320.407407
1,502
43.9
84
0
1,042
L
296.6
320.037037
1,809
25.1
86
0
1,043
L
296.6
320.037037
1,542
37.4
88
0
1,044
L
296.5
320.037037
1,431
45.2
90
0
1,045
L
296.5
320.037037
1,512
43.6
92
0
1,046
H
296.4
319.666667
1,403
52.8
94
0
1,047
L
296.4
319.666667
1,331
47.8
99
0
1,048
M
296.6
320.407407
1,474
52.6
101
0
1,049
L
296.5
320.037037
1,607
33.5
104
0
1,050
L
296.5
320.037037
1,415
44.2
106
0
1,051
L
296.6
320.037037
1,671
28.8
108
0
1,052
L
296.6
320.407407
1,556
37.7
110
0
1,053
L
296.7
320.407407
1,927
23.9
112
0
1,054
M
296.7
320.407407
1,597
32.1
114
0
1,055
H
296.8
320.777778
1,627
30.5
117
0
1,056
L
296.8
320.777778
1,480
39.4
122
0
1,057
L
296.8
320.777778
1,565
39.5
124
0
1,058
L
296.8
320.777778
1,573
36.4
126
0
1,059
L
296.7
320.777778
1,605
31.3
128
0
1,060
M
296.7
321.148148
1,874
21.3
130
0
1,061
H
296.7
321.148148
1,424
53.8
133
0
1,062
L
296.7
321.148148
1,420
50.1
138
0
1,063
L
296.8
321.148148
1,372
49
140
0
1,064
M
296.8
320.777778
1,664
32.8
142
0
1,065
M
296.8
321.148148
1,409
44.3
145
0
1,066
L
296.8
321.148148
1,718
25.2
148
0
1,067
M
296.9
320.777778
1,544
40.3
150
0
1,068
L
296.9
320.777778
1,466
45.7
153
0
1,069
L
296.8
320.777778
1,394
47.7
155
0
1,070
M
296.9
320.777778
1,840
24.6
157
0
1,071
M
296.9
320.777778
1,477
37.2
160
0
1,072
L
296.9
320.777778
1,425
49.1
163
0
1,073
M
297
321.148148
1,414
46.2
165
0
1,074
L
297
320.777778
1,414
47.5
168
0
1,075
L
297
321.148148
1,595
31.7
170
0
1,076
H
296.9
320.777778
1,345
54.5
172
0
1,077
L
296.9
320.407407
1,653
35.9
177
0
1,078
L
296.8
320.037037
1,547
36.5
179
0
1,079
H
296.9
320.407407
1,656
30.8
181
0
1,080
L
297
320.407407
1,731
28.5
186
0
1,081
L
297
320.777778
1,774
28
188
0
1,082
L
297
320.777778
1,521
40.2
190
0
1,083
H
297.1
321.148148
1,420
39.8
192
0
1,084
L
297
320.777778
1,683
32.3
197
0
1,085
M
297
320.407407
1,498
47.1
199
0
1,086
L
297
320.777778
1,385
56.4
202
1
1,087
L
297
321.148148
1,455
49
204
0
1,088
H
296.9
320.777778
1,549
35.8
206
1
1,089
M
296.9
320.777778
1,392
43.9
0
0
1,090
M
296.9
320.407407
2,008
17.5
3
0
1,091
L
296.9
320.407407
1,464
41.4
6
0
1,092
L
297
320.407407
1,447
46.4
8
0
1,093
M
296.9
320.037037
1,685
32
10
0
1,094
M
296.8
319.666667
1,443
39.2
13
0
1,095
L
296.9
319.666667
1,354
44.4
16
0
1,096
L
296.9
319.666667
2,721
9.3
18
1
1,097
L
297
320.037037
1,680
35.8
20
0
1,098
H
296.9
319.666667
1,397
48.3
22
0
1,099
M
296.9
319.296296
1,521
37.9
27
0
1,100
M
296.8
319.296296
1,472
43.9
30
0