UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
9,401
L
297.7
322.259259
1,446
43.9
172
0
9,402
M
297.7
322.259259
1,720
25.6
174
0
9,403
L
297.7
321.888889
1,734
30.7
177
0
9,404
L
297.7
321.888889
1,697
29.1
179
0
9,405
L
297.7
322.259259
2,007
19.3
181
0
9,406
M
297.7
321.888889
1,469
48.8
183
0
9,407
M
297.7
321.888889
2,189
15.6
186
0
9,408
L
297.8
322.62963
1,435
50.1
189
0
9,409
H
297.9
323
1,637
34.5
191
0
9,410
L
298
323.37037
1,664
28.3
196
0
9,411
M
298
323.37037
1,666
31
198
0
9,412
L
298
323.37037
1,404
46.6
201
0
9,413
L
298
323.37037
1,702
26.7
203
0
9,414
L
298.1
323.740741
1,439
44.9
205
0
9,415
L
298.1
323.740741
1,354
53.9
207
1
9,416
M
298.2
324.111111
1,361
44.2
0
0
9,417
M
298.1
323.37037
1,463
45.9
3
0
9,418
H
298.1
323
1,515
43.8
6
0
9,419
L
298
323
1,432
46.2
11
0
9,420
L
298
323
1,911
22
13
0
9,421
L
298
323
1,472
42
15
0
9,422
M
298.1
323.37037
1,382
54.5
17
0
9,423
L
298.1
323.37037
1,665
29.6
20
0
9,424
L
298.1
323.37037
1,676
30.5
22
0
9,425
M
298
323.37037
1,585
33
24
0
9,426
M
298.1
323.740741
1,415
46.3
27
0
9,427
L
298.1
324.111111
1,341
55.7
30
0
9,428
L
298.2
324.481482
1,540
34.8
32
0
9,429
H
298.2
324.481482
1,837
28.4
34
0
9,430
L
298.2
324.481482
1,498
36
39
0
9,431
L
298.1
324.111111
1,671
28.8
41
0
9,432
L
298
323.740741
1,430
57
43
0
9,433
L
298
324.111111
1,619
40.1
45
0
9,434
M
298
324.111111
1,430
51.9
47
0
9,435
L
298
323.740741
1,626
33.3
50
0
9,436
L
298
324.111111
1,443
49.3
52
0
9,437
L
298
323.740741
1,481
42.5
54
0
9,438
M
298.1
324.111111
1,527
43
56
0
9,439
M
298.1
324.111111
1,315
56.8
59
0
9,440
M
298.1
324.481482
1,433
48.2
62
0
9,441
M
298.1
324.481482
1,378
53.5
65
0
9,442
L
298.1
324.481482
1,432
43.4
68
0
9,443
M
298.1
324.481482
1,394
47.9
70
0
9,444
H
298
324.481482
1,411
53.8
73
0
9,445
L
298.1
324.851852
2,136
15.9
78
0
9,446
M
298.2
325.222222
1,446
45.8
80
0
9,447
H
298.1
324.851852
1,388
53.5
83
0
9,448
M
298.1
324.851852
1,323
51.7
88
0
9,449
L
298.2
325.222222
1,780
29.3
91
0
9,450
M
298.1
324.481482
1,434
41.8
93
0
9,451
M
298
324.111111
1,494
42.6
96
0
9,452
H
298
324.111111
1,536
39.6
99
0
9,453
M
298
324.111111
1,392
53.4
104
0
9,454
H
298.2
325.222222
1,360
56.8
107
0
9,455
L
298.4
325.962963
1,583
35.4
112
0
9,456
L
298.5
325.962963
1,983
20.2
114
0
9,457
L
298.5
326.333333
1,630
33.3
116
0
9,458
M
298.5
326.333333
1,692
26.7
118
0
9,459
L
298.4
325.592593
1,417
40.6
121
0
9,460
L
298.4
325.592593
1,579
36.1
123
0
9,461
M
298.4
325.962963
1,399
45.2
125
0
9,462
M
298.4
325.962963
1,414
46.4
128
0
9,463
L
298.5
326.333333
1,570
40.1
131
0
9,464
M
298.5
326.333333
1,552
36.8
133
0
9,465
L
298.6
326.703704
1,440
48.2
136
0
9,466
M
298.6
326.703704
1,460
43.8
138
0
9,467
L
298.6
326.703704
1,471
48
141
0
9,468
L
298.6
326.333333
1,702
27.6
143
0
9,469
L
298.6
326.703704
1,375
55.4
145
0
9,470
L
298.6
326.703704
1,698
33.2
147
0
9,471
H
298.6
326.703704
1,439
47.1
149
0
9,472
M
298.6
326.703704
1,774
27.5
154
0
9,473
M
298.7
326.703704
1,375
48.3
157
0
9,474
L
298.7
327.074074
1,446
40
160
0
9,475
M
298.7
327.444444
1,455
46.8
162
0
9,476
L
298.8
327.444444
1,523
41.9
165
0
9,477
M
298.8
327.444444
1,692
31.9
167
0
9,478
M
298.8
327.444444
1,693
33.3
170
0
9,479
L
298.8
327.444444
1,890
24
173
0
9,480
H
298.9
327.444444
1,600
33.5
175
0
9,481
M
298.9
327.444444
1,434
43.8
180
0
9,482
L
298.9
327.444444
1,365
50.9
183
0
9,483
H
298.8
327.444444
1,309
57.4
185
0
9,484
H
298.9
327.444444
1,546
35.3
190
0
9,485
L
298.9
327.444444
1,663
33.7
195
0
9,486
L
298.9
327.444444
1,589
34.2
197
0
9,487
M
298.9
327.444444
1,472
46
199
0
9,488
L
298.9
327.444444
1,583
39.8
202
0
9,489
M
298.9
327.444444
1,567
34.5
204
0
9,490
L
298.9
327.814815
1,407
41.9
207
0
9,491
M
299
327.814815
1,418
44.7
209
0
9,492
M
299
327.814815
1,489
40.7
212
0
9,493
L
299.1
328.555556
1,586
36.6
215
0
9,494
L
299.1
328.185185
1,398
55.4
217
1
9,495
L
299.2
328.555556
1,516
41.4
219
0
9,496
H
299.3
328.925926
1,373
44.8
221
0
9,497
M
299.2
328.925926
1,349
50.4
226
0
9,498
H
299.1
328.555556
1,443
40.3
0
0
9,499
H
299.2
329.296296
1,542
36.1
5
0
9,500
L
299.2
329.296296
1,534
37.7
10
0