UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
4,001
L
302.1
333.37037
1,422
50.3
146
0
4,002
H
302.1
333.37037
1,598
37.9
148
0
4,003
L
302.1
333.37037
1,454
59.2
153
1
4,004
L
302.1
333.37037
1,519
39.3
155
0
4,005
L
302
333
1,373
55.7
157
0
4,006
M
302
333
1,406
48.8
159
0
4,007
L
302.1
333.37037
1,492
45
162
0
4,008
L
302.1
333.37037
1,369
50.8
164
0
4,009
M
302.2
333.37037
1,471
41.9
166
0
4,010
L
302.2
333.37037
1,630
36
169
0
4,011
M
302.1
333
1,605
37.6
171
0
4,012
L
302.2
333
1,447
52.1
174
0
4,013
M
302.2
333.37037
1,360
52.8
176
0
4,014
M
302.2
333
1,728
34
179
0
4,015
L
302.1
332.62963
1,740
30.8
182
0
4,016
L
302.1
332.259259
1,477
41.4
184
0
4,017
L
302.1
332.259259
1,658
30.3
186
0
4,018
L
302
331.888889
1,902
23.4
188
0
4,019
M
302
331.888889
1,783
23.1
190
0
4,020
M
302
332.259259
1,558
45.3
193
0
4,021
L
302.1
332.62963
1,351
49.5
196
0
4,022
H
302.1
332.259259
1,452
42.5
198
0
4,023
L
302.1
332.259259
1,666
30.7
203
0
4,024
L
302.1
332.62963
1,364
50
205
0
4,025
M
302.1
332.62963
1,351
60.3
207
1
4,026
H
302.1
332.62963
1,729
26.1
210
0
4,027
M
302.1
332.62963
1,574
34.1
215
0
4,028
L
302
332.62963
1,566
37.8
218
0
4,029
L
302
332.259259
1,455
43.2
220
0
4,030
H
302
332.259259
1,679
29
222
0
4,031
L
302
331.888889
2,143
17.3
227
0
4,032
L
302
331.888889
1,447
42.7
229
0
4,033
L
302
331.888889
1,383
50.3
231
1
4,034
L
302.1
331.888889
1,772
27.1
233
0
4,035
L
302
331.888889
1,615
29
235
1
4,036
L
302
331.888889
1,454
36.6
0
0
4,037
L
302
331.888889
1,445
49.1
2
0
4,038
M
302
331.888889
1,609
35.2
4
0
4,039
L
302
332.259259
1,546
34.4
7
0
4,040
L
301.9
331.888889
1,567
39.3
9
0
4,041
L
302
331.888889
1,767
27.4
11
0
4,042
L
302
332.259259
1,539
34.2
13
0
4,043
L
302
332.259259
1,564
39
15
0
4,044
M
302
331.888889
1,445
46.3
17
0
4,045
M
301.9
332.259259
1,419
47.7
20
1
4,046
M
301.8
332.259259
1,881
20.9
23
0
4,047
M
301.9
332.259259
1,421
46.2
26
0
4,048
L
301.9
332.62963
1,455
46
29
0
4,049
L
301.9
332.62963
2,691
12.1
31
1
4,050
L
301.8
331.888889
1,505
41.2
33
0
4,051
L
301.8
331.888889
1,456
46.6
35
0
4,052
L
301.8
331.888889
1,383
46.4
37
0
4,053
M
301.9
331.888889
1,563
39.2
39
0
4,054
M
301.9
332.259259
2,305
16.1
42
0
4,055
M
301.9
332.259259
1,456
43.6
45
0
4,056
L
302
332.62963
1,865
22.7
48
0
4,057
L
301.9
332.259259
1,597
36.9
50
0
4,058
L
302
332.259259
1,495
38.6
52
0
4,059
M
302
332.259259
1,456
47.2
54
0
4,060
L
301.9
331.888889
1,465
44.3
57
0
4,061
M
302
332.259259
1,352
55.5
59
0
4,062
L
301.9
331.888889
1,906
21.7
62
0
4,063
L
302
332.259259
1,446
44
64
0
4,064
L
302
331.888889
1,948
19.7
66
0
4,065
L
301.9
331.518519
1,480
47.1
68
0
4,066
M
301.9
331.518519
1,511
37.6
70
0
4,067
M
301.9
331.518519
1,472
47
73
0
4,068
L
301.9
331.518519
1,429
51
76
0
4,069
L
301.9
331.518519
1,405
48.8
78
0
4,070
M
301.9
331.518519
1,405
47.9
80
0
4,071
L
302
331.518519
1,348
58.1
83
0
4,072
L
301.9
331.148148
1,331
68.6
85
1
4,073
L
301.9
331.148148
1,610
33.4
87
0
4,074
M
301.9
331.148148
1,412
46.5
89
0
4,075
L
302
331.518519
1,453
42.7
92
0
4,076
L
302
331.148148
1,583
38.9
94
0
4,077
M
302
331.148148
1,539
37.4
96
0
4,078
L
302
330.777778
1,635
39.8
99
0
4,079
H
302.1
331.518519
1,294
62.4
101
1
4,080
L
302
330.777778
1,978
22
106
0
4,081
L
302
330.407407
1,357
58
108
1
4,082
L
302
330.407407
1,336
58.2
110
1
4,083
L
302
330.407407
1,568
39.2
112
0
4,084
M
302
330.407407
1,567
36.4
114
0
4,085
L
302
330.407407
1,611
35.6
117
0
4,086
H
302
330.777778
1,841
23.6
119
0
4,087
L
302
330.777778
1,567
36.1
124
0
4,088
L
301.9
330.407407
1,376
54.9
126
1
4,089
L
301.9
330.777778
1,477
42.4
128
0
4,090
M
301.9
330.777778
1,590
40.3
130
0
4,091
L
302
330.777778
2,197
15.8
133
0
4,092
M
302
330.407407
1,595
32.9
135
0
4,093
H
302
330.777778
1,812
24.4
138
0
4,094
M
302
330.777778
1,573
32.1
143
0
4,095
L
302
330.777778
1,651
30.9
146
0
4,096
H
302
330.777778
1,459
43.2
148
0
4,097
L
301.9
330.407407
1,370
51.7
153
1
4,098
L
301.9
330.407407
1,518
34.1
155
0
4,099
L
302
330.037037
1,648
29.6
157
0
4,100
L
302
330.407407
1,464
47.2
159
0