UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
8,001
M
300.8
336.333333
1,443
53.3
151
0
8,002
L
300.8
336.333333
1,374
50.2
154
0
8,003
M
300.9
336.703704
1,851
23
156
0
8,004
M
300.8
336.333333
1,274
67.3
159
0
8,005
L
300.9
336.333333
1,533
44
162
0
8,006
L
300.8
336.333333
1,477
37.3
164
0
8,007
L
300.9
336.703704
1,462
46
166
0
8,008
M
301
336.703704
1,664
28.4
168
0
8,009
L
300.8
335.962963
1,414
41.1
171
0
8,010
H
300.9
336.333333
2,129
17.8
173
0
8,011
L
300.8
335.592593
1,323
61.1
178
0
8,012
L
300.8
335.592593
1,427
43.3
180
0
8,013
M
300.9
336.333333
1,375
56.1
182
0
8,014
M
300.9
336.333333
1,402
50.7
185
0
8,015
L
300.9
336.333333
1,500
44.2
188
0
8,016
M
301
336.333333
1,558
37.5
190
0
8,017
M
300.9
336.333333
1,447
41.4
193
0
8,018
L
301
336.333333
1,518
39.3
196
0
8,019
L
301
335.962963
1,889
23.5
198
0
8,020
L
301
336.703704
1,675
30.7
200
0
8,021
H
300.9
336.333333
1,720
27.9
202
0
8,022
M
301
336.333333
1,499
34.6
207
0
8,023
L
300.9
336.333333
1,441
43.8
210
0
8,024
H
300.9
336.333333
1,397
42.7
212
0
8,025
L
300.9
336.333333
1,493
38.7
217
0
8,026
M
300.8
336.333333
1,422
50.7
219
0
8,027
L
300.7
335.962963
1,399
50.2
222
1
8,028
L
300.6
335.962963
1,425
44.9
224
0
8,029
L
300.6
335.592593
1,501
44.8
226
0
8,030
M
300.6
335.962963
1,629
35.3
0
0
8,031
L
300.6
336.333333
1,490
42.2
3
0
8,032
L
300.7
336.333333
1,550
32.4
5
0
8,033
L
300.8
336.333333
1,416
46.5
7
0
8,034
L
300.7
335.962963
1,485
38.8
9
0
8,035
L
300.7
335.592593
1,564
36.8
11
0
8,036
L
300.7
335.222222
1,910
19.7
13
0
8,037
L
300.7
335.222222
1,460
46.1
15
0
8,038
L
300.7
335.592593
1,603
34.1
17
0
8,039
L
300.7
335.592593
1,486
47.3
19
0
8,040
L
300.8
335.962963
1,560
31.8
21
0
8,041
L
300.8
335.962963
1,498
39.3
23
0
8,042
H
300.8
335.962963
1,431
48.5
25
0
8,043
L
300.8
335.962963
1,486
45.1
30
0
8,044
L
300.7
335.962963
1,486
35.8
32
0
8,045
L
300.7
335.592593
1,441
38.1
34
0
8,046
M
300.7
335.962963
1,366
55.1
36
0
8,047
L
300.6
335.592593
1,471
41.4
39
0
8,048
L
300.6
335.962963
1,463
38.2
41
0
8,049
L
300.6
335.962963
1,413
41.3
43
0
8,050
H
300.6
335.962963
1,604
30.5
45
0
8,051
L
300.7
336.333333
1,401
51.1
50
0
8,052
L
300.6
335.592593
1,652
27.2
52
0
8,053
L
300.5
335.962963
1,403
45.7
54
0
8,054
L
300.5
335.962963
1,887
21.7
56
0
8,055
L
300.4
335.592593
1,405
47.9
58
0
8,056
H
300.2
334.851852
1,496
41.1
60
0
8,057
L
300.1
334.481482
1,499
43.4
65
0
8,058
L
300.2
334.481482
1,549
37.2
67
0
8,059
L
300.3
334.851852
1,515
44.9
69
0
8,060
L
300.2
334.851852
1,540
37.7
71
0
8,061
H
300.2
334.481482
1,426
44.3
73
0
8,062
M
300.2
334.851852
1,465
41.4
78
0
8,063
M
300.3
334.851852
1,359
54.1
81
0
8,064
M
300.3
335.222222
1,551
36.4
84
0
8,065
L
300.5
335.592593
1,596
34.8
87
0
8,066
M
300.5
335.962963
1,670
26.3
89
0
8,067
L
300.4
335.962963
1,868
21.3
92
0
8,068
M
300.6
336.333333
1,490
39.8
94
0
8,069
M
300.5
335.962963
1,676
35.2
97
0
8,070
M
300.5
335.962963
1,875
22.1
100
0
8,071
M
300.5
336.333333
1,867
23
103
0
8,072
L
300.5
336.333333
1,646
29.5
106
0
8,073
H
300.5
336.333333
1,375
43.2
108
0
8,074
L
300.5
336.333333
1,558
36.7
113
0
8,075
L
300.4
336.333333
1,631
34.9
115
0
8,076
L
300.4
336.333333
1,366
43
117
0
8,077
L
300.3
335.592593
1,360
48
119
0
8,078
L
300.3
335.592593
1,547
39.7
121
0
8,079
L
300.3
335.222222
1,571
31.2
123
0
8,080
L
300.2
334.481482
1,528
36.1
125
0
8,081
H
300.2
334.481482
1,432
43.6
127
0
8,082
L
300.2
334.851852
1,356
53.5
132
0
8,083
H
300.1
334.481482
1,422
46.2
134
0
8,084
L
300.1
334.111111
1,438
42.2
139
0
8,085
L
300.2
334.111111
1,483
44.4
141
0
8,086
L
300.2
334.111111
1,331
49.8
143
0
8,087
L
300.2
334.111111
1,463
37.5
145
0
8,088
L
300.1
334.111111
1,446
40.6
147
0
8,089
L
300.1
334.111111
1,356
45.7
149
0
8,090
L
300.1
333.740741
1,676
30.3
151
0
8,091
L
300.1
334.111111
1,910
23
153
0
8,092
L
300.2
334.851852
1,375
56.9
155
0
8,093
M
300.2
334.851852
1,513
40.8
157
0
8,094
L
300.2
334.851852
1,511
35.7
160
0
8,095
H
300.2
334.851852
1,662
28.8
162
0
8,096
L
300.2
335.222222
1,493
48.3
167
0
8,097
M
300.2
335.222222
1,555
37.4
169
0
8,098
L
300.3
335.222222
1,452
41.5
172
0
8,099
L
300.2
334.851852
1,500
39
174
0
8,100
L
300.2
335.222222
1,603
30.5
176
0