UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,401
H
298.9
329.296296
1,366
62.7
161
0
1,402
H
298.9
329.666667
1,532
37.7
166
0
1,403
M
298.9
329.296296
1,313
56.8
171
0
1,404
L
299
329.666667
1,372
48
174
0
1,405
M
298.9
329.296296
1,555
40.6
176
0
1,406
L
298.9
329.296296
1,394
42.7
179
0
1,407
L
298.9
329.296296
1,442
48
181
0
1,408
L
298.9
328.925926
1,564
33.8
183
0
1,409
L
298.9
328.925926
1,452
48.9
185
0
1,410
L
298.9
329.296296
1,466
42.5
187
0
1,411
M
298.9
329.296296
1,469
53.2
189
0
1,412
L
298.9
329.296296
1,944
23.4
192
0
1,413
M
298.8
328.555556
1,415
53.2
194
0
1,414
M
298.7
328.185185
1,528
36.7
197
0
1,415
M
298.7
328.185185
1,570
42.1
200
0
1,416
L
298.7
328.555556
1,617
33
203
0
1,417
M
298.7
328.555556
2,083
18.2
205
0
1,418
L
298.7
328.555556
1,541
38.5
208
0
1,419
L
298.8
328.555556
1,320
47.4
210
0
1,420
L
298.7
328.185185
1,354
53.3
212
1
1,421
M
298.8
328.555556
1,495
35.2
214
0
1,422
L
298.7
328.185185
1,589
31.8
217
0
1,423
L
298.7
328.185185
1,530
35.5
0
0
1,424
L
298.7
328.185185
1,539
33.4
2
0
1,425
L
298.7
327.814815
1,462
46.8
4
0
1,426
L
298.6
327.814815
1,356
54
6
0
1,427
M
298.7
327.814815
1,622
34.6
8
0
1,428
L
298.7
328.185185
1,394
40.3
11
0
1,429
L
298.8
328.555556
1,568
33.7
13
0
1,430
M
298.9
328.925926
1,456
43.8
15
0
1,431
L
298.9
328.925926
1,378
49.3
18
0
1,432
M
298.9
328.555556
1,404
41.4
20
0
1,433
L
298.8
328.185185
1,437
42.8
23
0
1,434
L
298.8
328.185185
1,363
44
25
0
1,435
M
298.8
328.185185
1,377
49.6
27
0
1,436
H
298.8
328.555556
1,526
42.1
30
0
1,437
H
298.8
328.185185
1,510
44.2
35
0
1,438
H
298.8
328.555556
1,439
45.2
40
1
1,439
L
298.8
328.555556
1,482
39.1
45
0
1,440
M
298.8
328.185185
1,534
37
47
0
1,441
M
298.8
328.555556
1,741
27.7
50
0
1,442
L
298.8
328.555556
1,550
38.8
53
0
1,443
M
298.8
328.925926
1,486
38.5
55
0
1,444
L
298.9
329.296296
1,602
38.2
58
0
1,445
L
299
329.666667
1,477
37.9
60
0
1,446
L
299
329.296296
1,618
29.2
62
0
1,447
M
299
329.666667
1,628
35.8
64
0
1,448
M
299
330.037037
1,662
33.6
67
0
1,449
M
299
330.037037
1,657
31
70
0
1,450
H
299
330.407407
1,677
30.8
73
0
1,451
M
299
330.037037
1,447
39.9
78
0
1,452
L
298.9
330.407407
1,831
25.4
81
0
1,453
L
299
330.037037
1,584
34.4
83
0
1,454
L
299.1
330.407407
1,450
40.9
85
0
1,455
L
299.1
330.407407
1,428
46.9
87
0
1,456
L
299
330.407407
1,382
53
89
0
1,457
L
299
330.037037
1,501
43
91
0
1,458
L
299
330.037037
1,475
42.4
93
0
1,459
L
298.9
330.037037
1,364
54
95
0
1,460
L
299
330.037037
1,472
36.1
97
0
1,461
L
299
330.037037
1,437
47.8
99
0
1,462
L
298.9
329.666667
1,491
45.1
101
0
1,463
L
298.9
329.666667
1,706
27.6
103
0
1,464
L
298.8
329.296296
1,607
39.5
105
0
1,465
L
298.8
328.925926
1,412
46.3
107
0
1,466
L
298.7
328.185185
1,546
40.9
109
0
1,467
L
298.7
328.185185
1,365
50.5
111
0
1,468
L
298.6
328.185185
1,544
30.2
113
0
1,469
M
298.6
328.185185
1,419
44.9
115
0
1,470
L
298.6
328.185185
1,497
41.6
118
0
1,471
L
298.5
327.814815
1,437
42.6
120
0
1,472
L
298.5
327.444444
1,421
53.6
122
0
1,473
M
298.5
327.444444
1,438
44.5
124
0
1,474
M
298.5
327.074074
1,315
48.9
127
0
1,475
M
298.5
327.074074
1,366
61.9
130
0
1,476
M
298.4
327.074074
1,519
35.4
133
0
1,477
L
298.4
327.074074
1,692
28.3
136
0
1,478
L
298.3
326.703704
1,570
35.6
138
0
1,479
L
298.3
326.703704
1,568
35.8
140
0
1,480
L
298.2
326.333333
1,355
43.8
142
0
1,481
M
298.2
326.333333
2,056
18.7
144
0
1,482
M
298.2
325.962963
1,332
60.2
147
0
1,483
M
298.1
325.592593
1,448
52.5
150
0
1,484
L
298
324.851852
1,578
35.6
153
0
1,485
M
298
325.222222
1,562
39.2
155
0
1,486
M
298.1
325.222222
1,976
19.3
158
0
1,487
M
298.2
325.962963
1,524
34.6
161
0
1,488
L
298.2
325.592593
1,429
48.5
164
0
1,489
L
298.2
325.592593
1,568
36.3
166
0
1,490
M
298.2
325.222222
1,723
26.6
168
0
1,491
L
298.2
325.222222
1,341
43.8
171
0
1,492
M
298.1
324.851852
1,353
46.2
173
0
1,493
M
298
324.111111
1,479
58.5
176
1
1,494
L
298
324.481482
1,496
44.9
179
0
1,495
M
298
324.111111
1,377
48.5
181
0
1,496
H
297.9
323.37037
1,383
44.6
184
0
1,497
L
298
324.111111
1,268
69.4
189
1
1,498
L
298
324.111111
1,629
34.3
191
0
1,499
L
298
324.481482
1,790
27.2
193
0
1,500
M
298.1
324.481482
2,206
16.3
195
0