UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
6,901
L
301
335.222222
1,670
31.3
150
0
6,902
L
301
335.222222
1,547
34.5
152
0
6,903
L
301
334.851852
1,461
40.6
154
0
6,904
M
301
334.851852
1,609
35.8
156
0
6,905
M
300.9
334.481482
1,704
31.3
159
0
6,906
M
301
334.481482
1,550
34.9
162
0
6,907
M
301
334.481482
1,530
43.9
165
0
6,908
L
300.9
333.740741
1,449
40.2
168
0
6,909
L
300.9
333.740741
1,613
32.7
170
0
6,910
L
300.8
333.37037
1,376
48.1
172
0
6,911
L
300.8
333.37037
1,434
45.6
174
0
6,912
L
300.8
333
1,480
41.1
176
0
6,913
M
300.8
333.37037
1,634
31.9
178
0
6,914
L
300.8
333.37037
1,481
38.5
181
0
6,915
H
300.9
333.740741
1,668
28.9
183
0
6,916
L
301
334.111111
1,484
36.2
188
0
6,917
M
300.9
333.740741
1,603
31.8
190
0
6,918
L
301
334.111111
1,481
37.5
193
0
6,919
L
301
334.481482
1,559
31.8
195
0
6,920
L
301
334.481482
1,444
39.8
197
0
6,921
M
301.2
334.851852
1,423
48
199
0
6,922
L
301.1
334.851852
1,432
48.1
202
0
6,923
L
301.2
335.222222
1,463
48.3
204
0
6,924
L
301.2
335.222222
1,433
49.3
206
0
6,925
L
301.2
334.851852
1,461
52.9
208
1
6,926
M
301.1
334.851852
1,266
55.5
210
0
6,927
H
301.1
334.851852
1,417
53.4
0
0
6,928
L
301.1
334.851852
1,488
43.4
5
0
6,929
L
301.1
335.222222
1,816
24.5
7
0
6,930
M
301
334.851852
1,301
55
9
0
6,931
M
300.9
334.481482
1,836
21.8
12
0
6,932
M
300.8
334.111111
1,521
39.9
15
0
6,933
L
300.8
334.111111
1,322
67.2
18
1
6,934
L
300.8
334.111111
1,492
40.6
20
0
6,935
L
300.8
334.111111
1,536
40.9
22
0
6,936
L
300.7
333.37037
1,878
24.3
24
0
6,937
L
300.6
333
1,471
40.7
26
0
6,938
H
300.6
333
1,452
40.2
28
0
6,939
L
300.7
333.37037
1,452
44.4
33
0
6,940
M
300.7
333.740741
1,348
53
35
0
6,941
H
300.8
334.111111
1,453
44.6
38
0
6,942
L
300.8
334.111111
1,316
57.6
43
0
6,943
M
300.8
334.111111
1,732
26.9
45
0
6,944
L
300.7
333.740741
1,522
35.2
48
0
6,945
M
300.7
333.740741
1,487
39.8
50
0
6,946
M
300.8
334.111111
1,852
22.2
53
0
6,947
L
300.7
333.37037
1,486
46.8
56
0
6,948
M
300.7
333.740741
1,562
37.1
58
0
6,949
L
300.7
333.37037
1,457
51.4
61
0
6,950
M
300.7
333.37037
1,769
26.5
63
0
6,951
H
300.7
333.740741
1,374
53.1
66
0
6,952
L
300.8
333.740741
1,524
43.5
71
0
6,953
L
300.8
333.740741
1,498
40.2
73
0
6,954
L
300.8
333.740741
1,462
41.4
75
0
6,955
M
300.8
333.37037
1,429
52.3
77
0
6,956
L
300.7
333.37037
1,399
47.9
80
0
6,957
M
300.8
333.37037
1,434
39.1
82
0
6,958
L
300.7
333
1,324
52.2
85
0
6,959
L
300.6
332.62963
1,563
40.7
87
0
6,960
L
300.6
332.62963
1,543
34.7
89
0
6,961
L
300.7
332.62963
1,413
52
91
0
6,962
M
300.7
332.62963
1,378
41.2
93
0
6,963
M
300.7
333
1,373
49.9
96
0
6,964
H
300.7
332.62963
1,981
19.9
99
0
6,965
M
300.7
332.62963
1,263
52.3
104
0
6,966
L
300.7
332.62963
1,312
52.1
107
0
6,967
L
300.7
332.62963
1,969
20.7
109
0
6,968
M
300.8
333.37037
1,365
51.7
111
0
6,969
L
300.9
333.37037
1,789
25.5
114
0
6,970
M
300.8
333
1,583
32.1
116
0
6,971
L
300.7
332.62963
1,436
44.9
119
0
6,972
M
300.7
332.62963
1,559
42.8
121
0
6,973
L
300.7
332.62963
1,377
49.9
124
0
6,974
L
300.7
332.62963
1,462
41.9
126
0
6,975
L
300.7
332.62963
1,318
48.2
128
0
6,976
M
300.7
332.62963
1,378
51.6
130
0
6,977
L
300.6
332.259259
1,344
46.7
133
0
6,978
L
300.7
333
2,377
14.3
135
0
6,979
L
300.7
333
1,427
50.3
137
0
6,980
L
300.9
333.37037
1,353
60.4
139
0
6,981
L
300.8
333.740741
1,505
45.5
141
0
6,982
H
300.8
333.37037
1,612
32.5
143
0
6,983
L
300.7
333
1,440
43
148
0
6,984
M
300.7
332.62963
1,334
53.9
150
0
6,985
M
300.7
332.62963
1,706
25
153
0
6,986
H
300.8
333
1,698
24.8
156
0
6,987
L
300.7
333
1,688
30.7
161
0
6,988
L
300.7
333
2,437
13.8
163
0
6,989
L
300.7
333
1,478
46.8
165
0
6,990
M
300.7
333
1,608
35.3
167
0
6,991
L
300.7
333
2,478
13.4
170
1
6,992
L
300.8
333
1,509
33.4
172
0
6,993
L
300.7
332.62963
1,596
36.9
174
0
6,994
M
300.7
332.62963
1,740
25.6
176
0
6,995
L
300.6
331.888889
1,375
53.2
179
0
6,996
M
300.6
331.518519
1,705
31.2
181
0
6,997
M
300.5
331.148148
1,621
32
184
0
6,998
M
300.6
331.518519
1,566
38.2
187
0
6,999
M
300.6
331.518519
1,388
42.9
190
0
7,000
M
300.6
331.518519
1,457
36.7
193
0