UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,401
M
299.6
331.148148
1,633
34.2
151
0
7,402
L
299.8
331.888889
1,409
51.9
154
0
7,403
M
299.8
331.888889
1,463
43.5
156
0
7,404
L
299.8
331.888889
1,376
48.6
159
0
7,405
L
299.8
331.888889
1,553
32.2
161
0
7,406
M
299.8
331.888889
1,530
35.2
163
0
7,407
L
299.8
332.259259
1,545
40.7
166
0
7,408
H
299.8
332.259259
1,427
47.2
168
0
7,409
L
299.9
332.259259
1,292
51.1
173
0
7,410
L
299.8
332.259259
2,084
17.6
175
0
7,411
L
299.9
332.62963
1,747
27.6
177
0
7,412
L
300
333
1,425
47.8
179
0
7,413
L
300
332.62963
1,637
33.6
181
0
7,414
M
300.1
333
1,616
35.2
183
0
7,415
L
300.1
333
1,619
33.4
186
0
7,416
L
300.1
333.37037
1,489
39.1
188
0
7,417
M
300.1
333.37037
1,452
42.4
190
0
7,418
M
300.1
333.740741
1,495
41
193
0
7,419
M
300.2
334.111111
1,427
39.7
196
0
7,420
L
300.1
334.111111
1,572
36.2
199
0
7,421
L
300.1
333.740741
1,547
40
201
0
7,422
M
300.1
334.111111
1,342
48.5
203
0
7,423
L
300
333.37037
1,351
44.1
206
0
7,424
L
300
333.740741
1,407
47.3
208
0
7,425
M
300.1
334.111111
1,575
29.8
210
0
7,426
M
300
334.111111
1,791
24.1
213
0
7,427
M
300
334.111111
1,692
29
216
1
7,428
L
300
334.111111
1,634
31.9
0
0
7,429
M
300
334.111111
1,864
23.3
2
0
7,430
L
300
334.111111
1,590
33.6
5
0
7,431
M
300
334.111111
1,384
46.1
7
0
7,432
M
300
334.111111
1,352
61.8
10
0
7,433
L
300.1
334.111111
1,484
43.1
13
0
7,434
M
300.1
334.111111
1,913
21.9
15
0
7,435
L
300
334.111111
1,508
38.2
18
0
7,436
L
299.9
333.740741
1,504
40.7
20
0
7,437
L
300
334.111111
1,487
41.2
22
0
7,438
L
299.8
333.740741
1,727
30
24
0
7,439
L
299.9
333.740741
1,647
27.5
26
0
7,440
L
300
333.740741
1,493
41.4
28
0
7,441
L
300
334.111111
1,655
29.6
30
0
7,442
M
299.9
334.111111
1,337
54.8
32
0
7,443
L
300
334.481482
1,601
36.9
35
0
7,444
H
300.1
334.851852
1,589
37.9
37
0
7,445
L
300.2
335.222222
1,286
55.1
42
0
7,446
L
300.2
335.222222
1,553
41.3
44
0
7,447
L
300.2
335.592593
1,379
51
46
0
7,448
M
300.3
335.962963
1,677
30.8
48
0
7,449
L
300.3
335.592593
1,488
38.4
51
0
7,450
L
300.3
335.592593
1,418
45.9
53
0
7,451
L
300.3
335.592593
1,451
41
55
0
7,452
L
300.3
335.592593
1,508
43.1
57
0
7,453
L
300.3
335.222222
1,579
33.6
59
0
7,454
H
300.3
335.222222
1,432
47.7
61
0
7,455
L
300.2
334.851852
1,446
47.3
66
0
7,456
M
300.2
335.222222
1,597
39.5
68
0
7,457
M
300.2
335.222222
1,397
50.2
71
0
7,458
L
300.1
334.851852
1,530
36.6
74
0
7,459
M
300.1
334.851852
1,433
51.4
76
0
7,460
L
300
334.481482
1,591
32
79
0
7,461
L
300
334.481482
1,445
41.6
81
0
7,462
L
300
334.481482
1,749
28.3
83
0
7,463
L
300
333.740741
1,703
30.4
85
0
7,464
H
300.1
334.111111
1,518
46.9
87
0
7,465
L
300.1
333.740741
1,535
42.3
92
0
7,466
M
300.1
334.111111
1,390
52.1
94
0
7,467
H
300.3
334.851852
1,801
23.6
97
0
7,468
H
300.3
334.851852
1,463
41.6
102
0
7,469
L
300.3
334.851852
1,560
37.7
107
0
7,470
L
300.3
334.851852
1,607
33.5
109
0
7,471
L
300.4
334.851852
1,332
54.6
111
0
7,472
L
300.3
335.222222
1,365
53.3
113
0
7,473
M
300.3
334.851852
1,617
32.5
115
0
7,474
M
300.3
334.851852
1,304
62.8
118
0
7,475
L
300.3
335.222222
1,989
22.3
121
0
7,476
H
300.3
334.851852
1,339
53.4
123
0
7,477
L
300.2
334.481482
1,492
41.8
128
0
7,478
M
300.1
333.740741
1,518
40.2
130
0
7,479
L
300.1
333.740741
1,479
39.5
133
0
7,480
M
300.1
333.740741
1,523
34.1
135
0
7,481
M
300.2
334.111111
1,570
35.3
138
0
7,482
H
300.2
334.111111
1,506
36.1
141
0
7,483
M
300.2
334.851852
1,510
47.5
146
0
7,484
L
300.2
334.851852
1,671
28.8
149
0
7,485
M
300.3
334.851852
1,312
53.4
151
0
7,486
L
300.3
334.851852
1,595
38.8
154
0
7,487
L
300.3
335.222222
1,635
31.8
156
0
7,488
L
300.3
335.222222
1,707
33.6
158
0
7,489
L
300.3
335.222222
1,545
43.5
160
0
7,490
M
300.2
334.851852
1,751
28
162
0
7,491
M
300.4
335.592593
1,707
30
165
0
7,492
L
300.4
335.592593
1,320
57.9
168
0
7,493
M
300.3
335.222222
1,319
51.4
170
0
7,494
L
300.2
335.222222
1,448
54.2
173
0
7,495
L
300.2
335.592593
1,436
48.2
175
0
7,496
L
300.3
335.962963
1,609
34
177
0
7,497
L
300.2
335.592593
1,464
44.5
179
0
7,498
M
300.3
335.592593
1,483
45.1
181
0
7,499
M
300.2
335.592593
1,748
28.5
184
0
7,500
L
300.3
335.592593
1,746
26.3
187
0