UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
2,001
L
298.4
321.888889
1,279
53.1
9
0
2,002
L
298.4
322.259259
1,604
34.9
11
0
2,003
L
298.5
322.259259
1,654
27.1
13
0
2,004
M
298.5
322.259259
1,564
37.5
15
0
2,005
L
298.5
322.259259
1,451
47.5
18
0
2,006
L
298.5
322.62963
1,504
38
20
0
2,007
M
298.5
322.62963
1,381
50.5
22
0
2,008
L
298.6
323
1,562
34.4
25
0
2,009
L
298.5
322.62963
1,811
24.7
27
0
2,010
M
298.6
322.62963
1,717
28.7
29
0
2,011
L
298.6
322.62963
1,278
60.5
32
0
2,012
L
298.7
323.37037
1,616
30.2
34
0
2,013
L
298.6
323
1,397
46.4
36
0
2,014
L
298.6
323
1,485
42.9
38
0
2,015
L
298.6
323
1,310
59.7
40
0
2,016
L
298.5
322.259259
1,301
66.3
42
1
2,017
L
298.5
322.62963
1,458
44
44
0
2,018
L
298.7
323.37037
1,483
42.5
46
0
2,019
L
298.7
323.37037
1,375
46.4
48
0
2,020
M
298.7
323.37037
1,660
27
50
0
2,021
H
298.7
323
1,560
33.3
53
0
2,022
L
298.7
323.37037
1,480
42.2
58
0
2,023
L
298.7
323
1,373
46.9
60
0
2,024
L
298.7
323.37037
1,444
54.2
62
0
2,025
M
298.7
323.740741
1,722
24.7
64
0
2,026
L
298.7
323.37037
1,469
39.9
67
0
2,027
M
298.7
323.37037
1,360
52.9
69
0
2,028
L
298.7
323
1,750
25.8
72
0
2,029
M
298.7
322.62963
1,349
46.6
74
0
2,030
L
298.7
323.37037
1,668
35.2
77
0
2,031
L
298.9
323.740741
1,400
49.5
79
0
2,032
L
298.8
323.740741
1,331
62.8
81
0
2,033
L
298.8
323.37037
1,444
42.2
83
0
2,034
H
298.8
323.37037
1,359
47.6
85
0
2,035
M
298.8
323.37037
1,425
47.4
90
0
2,036
M
298.9
323.740741
1,469
34.2
93
0
2,037
L
299
324.111111
1,892
22.8
96
0
2,038
H
299
324.111111
1,940
19.9
98
0
2,039
L
299
324.481482
1,405
55.2
103
0
2,040
M
299
324.851852
1,449
39.6
105
0
2,041
L
299.1
324.851852
1,686
29.6
108
0
2,042
L
299.1
324.851852
1,680
27.2
110
0
2,043
M
299.1
324.851852
1,397
52.4
112
0
2,044
M
299.2
325.222222
1,597
30.3
115
0
2,045
L
299.3
325.592593
1,470
41.1
118
0
2,046
M
299.3
325.592593
1,703
31.3
120
0
2,047
L
299.3
325.592593
1,388
45.5
123
0
2,048
L
299.3
325.962963
1,775
24.2
125
0
2,049
L
299.3
325.962963
1,465
41.5
127
0
2,050
M
299.3
325.962963
1,586
37.9
129
0
2,051
M
299.5
326.333333
1,675
29.2
132
0
2,052
M
299.4
325.962963
1,470
44.4
135
0
2,053
L
299.5
326.333333
1,477
40.4
138
0
2,054
L
299.5
326.333333
1,382
61
140
0
2,055
M
299.6
326.703704
1,605
29.8
142
0
2,056
L
299.6
326.703704
1,643
32.9
145
0
2,057
L
299.5
326.333333
1,333
54.1
147
0
2,058
L
299.5
326.333333
1,520
42.3
149
0
2,059
M
299.5
326.333333
1,902
24
151
0
2,060
H
299.5
326.703704
1,386
44.4
154
0
2,061
L
299.6
327.074074
1,803
27.7
159
0
2,062
L
299.7
327.444444
1,359
50.7
161
0
2,063
M
299.7
327.444444
1,477
42.7
163
0
2,064
L
299.7
327.444444
1,321
53.4
166
0
2,065
L
299.6
327.074074
1,453
41.4
168
0
2,066
L
299.7
327.444444
1,419
45.1
170
0
2,067
L
299.7
327.444444
1,512
36.2
172
0
2,068
L
299.7
327.444444
1,553
36.8
174
0
2,069
M
299.7
327.444444
1,534
39.1
176
0
2,070
H
299.7
327.444444
1,553
41
179
0
2,071
L
299.7
327.074074
1,352
49.7
184
0
2,072
M
299.7
327.444444
1,313
60
186
0
2,073
L
299.6
327.074074
1,570
35.5
189
0
2,074
L
299.6
326.703704
1,677
31.1
191
0
2,075
L
299.5
326.703704
1,602
31.5
193
0
2,076
L
299.5
326.703704
1,390
58.8
195
1
2,077
L
299.4
326.333333
1,544
36
197
0
2,078
L
299.4
326.703704
1,701
31.2
199
0
2,079
M
299.4
326.333333
1,692
28.4
201
0
2,080
M
299.3
326.333333
1,523
37.9
204
0
2,081
L
299.3
325.962963
2,280
15.4
207
0
2,082
M
299.4
326.333333
1,485
47.1
209
0
2,083
H
299.4
325.962963
1,513
36.1
212
0
2,084
H
299.4
326.333333
1,743
28.2
0
0
2,085
L
299.5
326.333333
1,442
46.2
5
0
2,086
L
299.5
326.333333
1,462
46.7
7
0
2,087
H
299.4
326.333333
1,439
49.7
9
0
2,088
L
299.5
326.333333
1,577
36.6
14
0
2,089
L
299.6
326.703704
1,331
46.4
16
0
2,090
L
299.5
326.333333
1,941
22.5
18
0
2,091
L
299.5
325.962963
1,393
47.3
20
0
2,092
L
299.4
325.962963
1,433
42.1
22
0
2,093
L
299.4
325.962963
1,444
48.2
24
0
2,094
L
299.4
325.962963
1,564
39
26
0
2,095
L
299.4
326.333333
1,377
43.6
28
0
2,096
L
299.4
326.333333
1,525
41.5
30
0
2,097
M
299.5
326.703704
1,387
56.2
32
0
2,098
M
299.4
326.703704
1,326
47.5
35
0
2,099
L
299.4
326.333333
1,401
59
38
0
2,100
L
299.4
326.333333
1,596
31.8
40
0