UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
4,901
L
303.6
337.814815
1,388
41.9
221
0
4,902
M
303.6
337.444444
1,630
32.4
223
0
4,903
L
303.6
337.444444
1,616
29.3
226
0
4,904
L
303.6
337.814815
2,232
16.8
0
0
4,905
H
303.6
337.814815
1,480
50.7
2
0
4,906
L
303.6
337.814815
1,363
53.1
7
0
4,907
H
303.6
337.814815
1,436
45.6
9
0
4,908
M
303.6
338.185185
1,607
33.7
14
0
4,909
M
303.6
338.185185
1,459
48.2
17
0
4,910
L
303.5
337.814815
1,481
43.7
20
0
4,911
M
303.5
337.814815
1,606
31.7
22
0
4,912
L
303.5
337.444444
1,681
29.8
25
0
4,913
L
303.5
337.074074
1,511
37.1
27
0
4,914
M
303.5
337.444444
1,593
35.2
29
0
4,915
M
303.5
337.444444
1,532
41.7
32
0
4,916
H
303.5
337.444444
1,386
49
35
0
4,917
H
303.4
337.444444
1,769
27.9
40
0
4,918
M
303.4
337.074074
1,561
38.2
45
0
4,919
L
303.3
337.074074
1,457
40.7
48
0
4,920
L
303.3
337.074074
1,506
40
50
0
4,921
L
303.4
337.074074
1,337
69.4
52
1
4,922
L
303.4
337.444444
1,287
54.8
54
0
4,923
M
303.4
337.074074
1,615
35.7
56
0
4,924
M
303.4
337.074074
1,972
23.5
59
0
4,925
H
303.4
337.444444
1,522
42.1
62
0
4,926
L
303.4
337.444444
1,680
30.6
67
0
4,927
L
303.4
337.444444
1,502
36
69
0
4,928
M
303.5
337.444444
1,543
33.3
71
0
4,929
L
303.5
337.444444
1,584
35.2
74
0
4,930
L
303.5
337.814815
1,340
44.5
76
0
4,931
L
303.4
337.444444
1,663
33.9
78
0
4,932
M
303.3
336.703704
1,693
30
80
0
4,933
L
303.3
336.703704
1,418
44.7
83
0
4,934
H
303.4
337.074074
1,554
36.8
85
0
4,935
L
303.4
337.074074
1,580
35.8
90
0
4,936
L
303.4
337.444444
1,479
42.8
92
0
4,937
L
303.5
337.814815
1,284
70.6
94
1
4,938
L
303.4
337.444444
1,540
38.7
96
0
4,939
M
303.5
337.814815
1,606
30.1
98
0
4,940
L
303.6
338.185185
1,286
62.4
101
0
4,941
L
303.6
338.555556
1,502
39.5
103
0
4,942
M
303.6
338.925926
1,699
31.5
105
0
4,943
L
303.5
338.555556
1,602
34.2
108
0
4,944
H
303.6
338.555556
1,436
42
110
0
4,945
M
303.6
338.925926
1,765
27.5
115
0
4,946
L
303.6
338.925926
1,418
44.1
118
0
4,947
M
303.7
338.925926
1,669
31.7
120
0
4,948
L
303.7
338.925926
1,395
53.9
123
0
4,949
M
303.8
338.925926
1,500
41.7
125
0
4,950
M
303.8
338.925926
1,555
33.4
128
0
4,951
M
303.8
338.925926
1,919
20.2
131
0
4,952
L
303.8
338.925926
1,596
36.6
134
0
4,953
M
303.8
338.925926
1,374
53.6
136
0
4,954
L
303.7
338.185185
1,670
26.1
139
0
4,955
L
303.7
338.555556
1,702
29.1
141
0
4,956
M
303.8
338.185185
1,366
45.1
143
0
4,957
M
303.8
338.185185
2,344
15.2
146
0
4,958
M
303.8
338.555556
1,768
23.9
149
0
4,959
L
303.8
338.185185
1,523
47
152
0
4,960
L
303.8
338.555556
1,735
25.9
154
0
4,961
L
303.9
338.925926
1,339
62.3
156
0
4,962
L
303.9
338.925926
1,800
24.3
158
0
4,963
M
304
338.925926
1,456
51.2
160
0
4,964
L
303.9
338.925926
1,789
24.4
163
0
4,965
L
303.9
338.925926
1,602
33.9
165
0
4,966
M
303.8
338.925926
1,364
49.3
167
0
4,967
L
303.8
338.555556
1,793
28.1
170
0
4,968
L
303.9
338.555556
1,426
53.4
172
0
4,969
M
303.9
338.925926
1,485
43.3
174
0
4,970
L
303.9
338.925926
1,528
38.4
177
0
4,971
L
303.8
338.555556
1,565
36
179
0
4,972
L
303.8
338.925926
1,838
27.8
181
0
4,973
H
303.8
338.555556
1,811
24.9
183
0
4,974
L
303.8
338.925926
1,461
38.2
188
0
4,975
L
303.8
338.925926
1,414
41.7
190
0
4,976
L
303.7
338.925926
1,426
45.5
192
0
4,977
L
303.7
338.925926
1,359
56.8
194
1
4,978
L
303.7
338.925926
1,540
44.8
196
0
4,979
L
303.6
338.925926
1,429
47.7
198
0
4,980
M
303.7
338.925926
1,612
36.3
200
0
4,981
M
303.7
339.296296
1,685
31.8
203
0
4,982
M
303.7
339.296296
1,558
37.7
206
0
4,983
L
303.7
340.037037
1,811
24.3
209
0
4,984
L
303.8
340.407407
1,869
25.8
211
0
4,985
L
303.8
340.407407
1,256
58.7
213
1
4,986
M
303.8
340.037037
1,789
23.5
215
0
4,987
L
303.7
339.666667
1,502
40.5
0
0
4,988
M
303.7
340.037037
1,303
54.4
2
0
4,989
L
303.8
340.407407
2,497
13
5
1
4,990
L
303.9
340.777778
1,499
37.4
7
0
4,991
L
303.9
340.777778
1,393
46.5
9
0
4,992
M
303.9
340.037037
1,475
41
11
0
4,993
L
303.8
339.666667
1,573
34.6
14
0
4,994
L
303.8
339.666667
1,819
23.7
16
0
4,995
M
303.5
338.555556
1,642
29.4
18
0
4,996
L
303.6
338.555556
1,540
39.8
21
0
4,997
M
303.6
339.296296
1,400
43.2
23
0
4,998
M
303.6
339.296296
2,659
11.4
26
1
4,999
M
303.6
339.296296
1,825
25.2
29
0
5,000
M
303.7
339.666667
1,532
41.3
32
0