UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,001
M
300.6
331.148148
1,463
45.5
196
0
7,002
L
300.5
330.777778
1,564
38.2
199
0
7,003
H
300.5
331.148148
1,411
47.2
201
0
7,004
L
300.5
331.148148
1,540
46.7
206
0
7,005
L
300.5
331.148148
1,950
20.3
208
0
7,006
M
300.6
331.518519
1,339
52.9
0
0
7,007
H
300.6
331.148148
1,419
39.6
3
0
7,008
L
300.5
331.148148
1,499
45.2
8
0
7,009
L
300.5
331.148148
1,368
49.6
10
0
7,010
L
300.5
330.777778
1,536
36.2
12
0
7,011
M
300.5
330.777778
1,469
42.9
14
0
7,012
L
300.5
330.777778
2,633
12.2
17
1
7,013
L
300.4
330.407407
1,298
61.4
19
0
7,014
M
300.4
330.407407
1,544
36.3
21
0
7,015
H
300.5
330.777778
1,403
47.7
24
0
7,016
L
300.5
330.777778
1,452
42.9
29
0
7,017
L
300.6
330.777778
1,509
43.1
31
0
7,018
M
300.7
331.148148
1,474
37
33
0
7,019
M
300.7
331.518519
1,377
46.7
36
0
7,020
L
300.8
331.888889
1,741
27.1
39
0
7,021
L
300.8
331.888889
1,460
53.8
41
0
7,022
H
300.7
331.148148
1,631
32.6
43
0
7,023
L
300.7
330.777778
1,561
33.2
48
0
7,024
M
300.7
331.148148
1,572
38.5
50
0
7,025
L
300.6
331.148148
2,127
18.7
53
0
7,026
H
300.6
331.148148
1,448
44.7
55
0
7,027
L
300.6
331.518519
1,543
39.6
60
0
7,028
L
300.6
331.148148
1,508
34.8
62
0
7,029
M
300.6
331.148148
1,403
50.4
64
0
7,030
L
300.6
331.148148
1,454
39.7
67
0
7,031
L
300.7
331.888889
1,772
27.3
69
0
7,032
L
300.7
331.888889
1,479
49.1
71
0
7,033
L
300.7
332.259259
1,723
31
73
0
7,034
M
300.7
331.888889
1,469
46.4
75
0
7,035
H
300.6
331.148148
1,830
26.2
78
0
7,036
L
300.6
331.148148
1,497
38.2
83
0
7,037
L
300.7
331.148148
1,540
52.7
85
0
7,038
L
300.6
331.148148
1,514
39.5
87
0
7,039
L
300.7
331.148148
1,654
34.2
89
0
7,040
H
300.6
330.777778
1,519
37
91
0
7,041
L
300.7
331.148148
1,720
30.3
96
0
7,042
L
300.6
330.777778
1,470
37.7
98
0
7,043
L
300.6
330.777778
1,642
29.9
100
0
7,044
M
300.7
331.148148
2,006
19.1
102
0
7,045
M
300.7
331.148148
1,505
35.6
105
0
7,046
M
300.7
331.148148
1,609
27.6
108
0
7,047
M
300.7
330.777778
1,863
22.2
111
0
7,048
L
300.6
330.407407
1,401
42.6
114
0
7,049
L
300.6
330.407407
2,007
19.8
116
0
7,050
L
300.6
330.407407
1,494
47.3
118
0
7,051
L
300.6
330.407407
1,457
47.7
120
0
7,052
L
300.6
330.407407
1,556
37.7
122
0
7,053
H
300.6
330.407407
1,510
42.8
124
0
7,054
H
300.7
330.777778
1,567
38.7
129
0
7,055
H
300.7
330.777778
1,476
43.1
134
0
7,056
L
300.8
331.148148
1,663
30.6
139
0
7,057
M
300.8
330.777778
1,409
50.6
141
0
7,058
L
300.8
331.148148
1,666
36.2
144
0
7,059
L
300.7
331.148148
1,520
45.9
146
0
7,060
L
300.6
330.777778
1,644
33.8
148
0
7,061
H
300.6
330.407407
1,479
35.6
150
0
7,062
L
300.6
330.407407
1,446
49.7
155
0
7,063
M
300.6
330.407407
1,407
51.1
157
0
7,064
L
300.7
330.407407
1,234
51.7
160
0
7,065
M
300.8
330.777778
1,696
29.7
162
0
7,066
L
300.8
331.148148
1,384
52.9
165
0
7,067
M
300.8
331.518519
1,572
36.2
167
0
7,068
M
300.8
331.518519
1,386
42.1
170
0
7,069
L
300.8
331.518519
1,461
42.8
173
0
7,070
L
300.8
331.518519
1,525
39.4
175
0
7,071
L
300.7
331.518519
1,333
61
177
0
7,072
H
300.7
331.148148
1,505
40.6
179
0
7,073
M
300.7
331.148148
1,439
41.7
184
0
7,074
L
300.7
331.148148
1,491
43.2
187
0
7,075
M
300.7
331.148148
1,488
39.2
189
0
7,076
L
300.7
330.777778
1,536
47.4
192
0
7,077
L
300.7
330.777778
1,960
21
194
0
7,078
M
300.7
330.777778
1,594
31
196
0
7,079
L
300.7
330.777778
1,357
52.6
199
0
7,080
L
300.7
330.777778
1,445
41.1
201
0
7,081
L
300.7
330.407407
1,543
47.3
203
0
7,082
L
300.7
330.407407
1,366
52.6
205
0
7,083
L
300.7
330.037037
1,458
40
207
0
7,084
L
300.7
330.407407
1,416
61.8
209
1
7,085
L
300.6
330.037037
1,794
24.4
211
0
7,086
L
300.6
330.037037
1,484
41
213
0
7,087
L
300.6
330.407407
2,514
13.4
215
0
7,088
L
300.6
330.037037
1,648
30.5
217
1
7,089
M
300.6
330.037037
1,614
32.7
0
0
7,090
L
300.6
329.666667
1,622
34.1
3
0
7,091
M
300.6
329.666667
1,478
40.1
5
0
7,092
L
300.6
329.666667
1,318
51
8
0
7,093
L
300.7
329.666667
1,493
35.9
10
0
7,094
H
300.7
330.037037
1,369
50.7
12
0
7,095
L
300.6
329.666667
1,447
45.9
17
0
7,096
L
300.6
329.296296
1,485
49.9
19
0
7,097
L
300.6
329.666667
1,489
47.8
21
0
7,098
M
300.6
329.666667
1,233
52.3
23
0
7,099
L
300.7
329.666667
1,642
32.6
26
0
7,100
M
300.7
329.666667
1,373
44.1
28
0