UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
2,801
M
300.2
327.074074
1,500
45.7
89
0
2,802
M
300.2
327.074074
1,642
28.8
92
0
2,803
M
300.3
327.444444
1,509
46.6
95
0
2,804
L
300.2
327.074074
1,343
50.2
98
0
2,805
L
300.1
327.074074
1,450
40.1
100
0
2,806
L
300
326.703704
1,460
43.5
102
0
2,807
L
300
326.333333
1,364
41.2
104
0
2,808
M
299.9
326.333333
1,452
41.9
106
0
2,809
L
299.9
326.333333
1,471
41.8
109
0
2,810
L
299.9
325.962963
1,598
34.6
111
0
2,811
L
299.8
325.592593
1,772
24.8
113
0
2,812
L
299.9
325.962963
1,761
25.6
115
0
2,813
M
300
326.333333
1,413
40.7
117
0
2,814
L
300
326.333333
1,887
22.6
120
0
2,815
L
300
326.333333
1,395
56.5
122
0
2,816
M
300.1
326.703704
1,569
31.6
124
0
2,817
L
300.1
326.703704
1,434
47.3
127
0
2,818
L
300.2
327.074074
1,417
41.1
129
0
2,819
L
300.2
327.074074
1,729
28.4
131
0
2,820
L
300.2
327.074074
1,356
51.1
133
0
2,821
L
300.2
327.074074
1,436
48.8
135
0
2,822
M
300.3
327.444444
1,419
42.5
137
0
2,823
L
300.3
327.444444
1,593
38.1
140
0
2,824
M
300.3
327.074074
1,320
62.2
142
0
2,825
M
300.3
327.074074
1,448
42.4
145
0
2,826
L
300.3
326.703704
1,470
33.5
148
0
2,827
M
300.3
326.703704
1,612
33.1
150
0
2,828
L
300.4
326.703704
1,412
51.6
153
0
2,829
M
300.4
326.703704
1,875
23.9
155
0
2,830
L
300.3
326.333333
1,612
36
158
0
2,831
M
300.4
326.333333
1,411
41.6
160
0
2,832
M
300.3
325.962963
1,490
47.9
163
0
2,833
M
300.4
326.333333
1,467
40.3
166
0
2,834
L
300.3
325.962963
1,807
26.4
169
0
2,835
L
300.3
325.592593
1,368
46
171
0
2,836
L
300.3
325.962963
1,572
32
173
0
2,837
M
300.3
325.592593
1,458
44.3
175
0
2,838
L
300.3
325.592593
1,699
30.3
178
0
2,839
L
300.3
326.333333
1,478
39.5
180
0
2,840
M
300.4
326.703704
1,362
42.1
182
0
2,841
H
300.4
326.703704
1,487
38.9
185
0
2,842
L
300.3
326.703704
1,705
29.4
190
0
2,843
L
300.3
326.333333
1,345
53.5
192
0
2,844
L
300.3
325.962963
1,532
40.2
194
0
2,845
L
300.3
325.962963
1,650
35.2
196
0
2,846
L
300.3
325.962963
1,398
54.4
198
0
2,847
L
300.3
325.962963
1,412
44.8
200
0
2,848
L
300.4
326.333333
1,525
39.6
202
0
2,849
M
300.3
326.333333
1,391
57.9
204
0
2,850
L
300.4
326.333333
1,766
28.2
207
0
2,851
L
300.4
326.333333
1,671
35
209
0
2,852
L
300.5
326.333333
1,373
48.8
211
0
2,853
M
300.5
326.703704
1,347
50.1
213
0
2,854
M
300.5
326.333333
1,539
39.1
216
0
2,855
L
300.5
326.333333
1,470
40.8
219
0
2,856
L
300.5
326.333333
1,528
37
221
0
2,857
H
300.5
326.333333
1,471
45.2
223
0
2,858
M
300.4
325.962963
1,528
37.2
228
0
2,859
L
300.5
326.333333
1,417
51.5
231
1
2,860
L
300.6
326.703704
1,549
43.4
233
0
2,861
H
300.6
326.703704
1,463
49.2
235
0
2,862
L
300.7
327.074074
1,479
43.6
240
0
2,863
L
300.6
327.074074
1,867
23
242
0
2,864
L
300.6
326.703704
1,471
44.1
244
0
2,865
H
300.6
326.703704
1,380
47.6
246
1
2,866
H
300.7
327.814815
1,623
32.7
0
0
2,867
L
300.8
327.814815
1,997
20.7
5
0
2,868
H
300.7
327.444444
1,390
48.5
7
0
2,869
L
300.8
327.814815
1,418
46.6
12
0
2,870
L
300.8
327.814815
1,519
35.8
14
0
2,871
M
300.8
327.814815
1,519
39.7
16
0
2,872
M
300.7
327.444444
1,536
37.2
19
0
2,873
L
300.8
327.444444
1,680
28.7
22
0
2,874
H
300.6
326.703704
1,555
37.9
24
0
2,875
L
300.6
327.074074
1,471
49.6
29
0
2,876
M
300.5
326.703704
1,877
23.8
31
0
2,877
M
300.5
326.333333
1,578
30.5
34
0
2,878
M
300.5
326.703704
1,655
32.1
37
0
2,879
H
300.5
326.703704
1,502
34.3
40
0
2,880
M
300.6
326.703704
1,367
63.2
45
1
2,881
L
300.7
327.074074
1,541
37.2
48
0
2,882
M
300.6
327.444444
1,588
37
50
0
2,883
L
300.6
327.444444
1,684
32.8
53
0
2,884
L
300.6
327.074074
1,437
40
55
0
2,885
L
300.6
327.444444
1,409
42.4
57
0
2,886
M
300.5
327.074074
1,320
49.9
59
0
2,887
H
300.5
327.074074
1,635
34.2
62
0
2,888
M
300.5
327.074074
1,691
27.6
67
0
2,889
M
300.6
327.444444
1,365
50
70
0
2,890
M
300.7
327.814815
1,523
38.2
73
0
2,891
L
300.6
327.814815
1,593
32.4
76
0
2,892
L
300.6
327.444444
1,682
30.7
78
0
2,893
L
300.7
327.444444
1,329
54.3
80
0
2,894
M
300.7
327.444444
1,568
35.2
82
0
2,895
L
300.7
327.444444
1,733
24.8
85
0
2,896
M
300.7
327.444444
1,473
48.1
87
0
2,897
M
300.7
327.074074
1,633
31.3
90
0
2,898
M
300.6
327.074074
1,530
40.2
93
0
2,899
M
300.6
327.074074
1,550
40.2
96
0
2,900
L
300.6
326.703704
1,410
40.6
99
0