UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
9,601
M
298.9
328.925926
1,561
45.3
58
0
9,602
L
298.9
329.296296
2,109
18
61
0
9,603
L
298.9
329.666667
1,705
32.5
63
0
9,604
M
298.9
329.296296
1,549
40.2
65
0
9,605
H
299
329.666667
1,637
38
68
0
9,606
M
298.9
329.296296
1,484
37.9
73
0
9,607
L
298.9
329.296296
1,401
44.4
76
0
9,608
L
298.9
329.296296
1,571
36.8
78
0
9,609
M
298.9
329.296296
1,513
41.5
80
0
9,610
L
299
329.296296
1,470
40.3
83
0
9,611
L
299
329.296296
1,505
41.3
85
0
9,612
L
299
329.666667
1,432
42.2
87
0
9,613
M
299
329.666667
1,625
31.8
89
0
9,614
L
299
329.666667
1,377
62.5
92
1
9,615
M
299.1
330.037037
1,441
43.9
94
0
9,616
M
299
329.666667
1,564
39.9
97
0
9,617
L
298.9
329.296296
1,580
37.3
100
0
9,618
L
299
329.666667
1,516
35.3
102
0
9,619
L
299
329.296296
1,447
42.8
104
0
9,620
M
298.9
328.925926
1,323
52.9
106
0
9,621
L
298.9
328.925926
1,470
45.9
109
0
9,622
M
299
328.925926
2,049
19.5
111
0
9,623
L
298.9
328.925926
1,794
27.2
114
0
9,624
L
298.9
329.296296
1,356
47.8
116
0
9,625
H
299
329.296296
1,555
38.6
118
0
9,626
M
299
329.296296
1,487
47.5
123
0
9,627
M
299
328.925926
1,341
58.9
126
0
9,628
M
298.9
328.925926
1,487
36.6
129
0
9,629
H
299
328.925926
1,569
34.3
132
0
9,630
H
299
329.296296
2,053
19.7
137
0
9,631
L
299
329.296296
1,583
35.8
142
0
9,632
L
299
328.925926
1,672
33.2
144
0
9,633
M
299
328.925926
1,337
57.4
146
0
9,634
H
299.1
329.296296
1,421
41.2
149
0
9,635
L
299.1
329.666667
1,425
52.7
154
0
9,636
L
299.2
329.666667
1,609
33.2
156
0
9,637
L
299.2
330.037037
1,507
41.3
158
0
9,638
L
299.2
330.037037
1,463
38.9
160
0
9,639
H
299.3
330.407407
1,393
44.9
162
0
9,640
L
299.3
330.407407
1,725
26.8
167
0
9,641
L
299.4
330.777778
1,514
36.1
169
0
9,642
L
299.3
330.407407
1,365
53.9
171
0
9,643
L
299.4
330.777778
1,372
46.3
173
0
9,644
L
299.4
330.407407
1,509
40.6
175
0
9,645
L
299.3
330.407407
1,629
32.6
177
0
9,646
L
299.4
330.777778
1,749
28.1
179
0
9,647
L
299.4
330.407407
1,582
31.7
181
0
9,648
L
299.2
329.666667
1,458
47
183
0
9,649
L
299.1
329.296296
1,416
41.2
185
0
9,650
H
299.1
328.925926
1,657
33.1
187
0
9,651
M
299.1
328.925926
1,437
41.1
192
0
9,652
M
299.1
328.925926
1,580
36
195
0
9,653
M
299
328.925926
1,488
46.3
198
0
9,654
L
299
328.555556
1,373
55.7
201
1
9,655
L
299.1
328.925926
1,367
56.3
203
1
9,656
H
299.1
328.925926
1,431
49.5
205
0
9,657
L
299
329.296296
1,623
33
210
0
9,658
L
299
328.925926
1,484
39.6
212
0
9,659
L
299
328.555556
1,548
34.5
214
0
9,660
L
298.9
328.185185
1,287
61.9
216
1
9,661
M
298.9
328.185185
1,392
43.1
218
0
9,662
H
299
328.925926
1,458
44.9
221
0
9,663
M
299.1
329.296296
1,570
30.9
226
0
9,664
L
299.1
329.296296
1,435
48.8
229
1
9,665
L
299.1
329.666667
1,317
54.8
231
1
9,666
L
299.2
330.037037
1,610
33.3
233
0
9,667
M
299.1
330.037037
1,838
24
235
0
9,668
L
299.2
330.037037
1,352
48.9
238
1
9,669
L
299.1
330.037037
1,619
35.2
240
0
9,670
L
299.1
330.037037
1,619
31.1
242
0
9,671
L
299
329.666667
1,690
30.7
244
0
9,672
L
299
329.666667
1,412
44.1
246
0
9,673
H
299
329.666667
1,744
31.5
0
0
9,674
M
299
329.296296
1,593
35.4
5
0
9,675
L
299.1
329.666667
1,695
29.6
8
0
9,676
M
299
329.666667
1,298
57.2
10
0
9,677
L
299
329.296296
1,886
21.2
13
0
9,678
L
299
329.296296
2,033
19.3
15
0
9,679
M
299.1
329.666667
1,711
28.1
17
0
9,680
L
299.1
329.666667
1,598
33.4
20
0
9,681
L
299.1
329.296296
1,894
24.2
22
0
9,682
M
299.1
329.296296
1,412
44.4
24
0
9,683
L
299.1
328.925926
1,394
46.6
27
0
9,684
M
299
328.925926
1,338
56.4
29
0
9,685
H
298.9
328.555556
1,376
51
32
0
9,686
L
299
328.925926
1,360
48.1
37
0
9,687
L
299.1
329.296296
1,486
40.7
39
0
9,688
M
299.1
329.296296
1,649
31.6
41
0
9,689
L
299.1
329.296296
1,367
45.6
44
0
9,690
L
299
329.296296
1,362
59.5
46
0
9,691
M
298.9
328.925926
1,520
35.6
48
0
9,692
L
299
328.925926
1,582
31.9
51
0
9,693
M
299
328.925926
1,667
30
53
0
9,694
L
298.9
328.925926
1,693
28.8
56
0
9,695
L
298.9
328.925926
1,559
33.4
58
0
9,696
L
298.9
328.555556
1,592
32
60
0
9,697
L
298.9
328.555556
1,404
39.8
62
0
9,698
M
298.8
328.185185
1,413
45.5
64
0
9,699
L
298.8
328.185185
1,663
28.2
67
0
9,700
L
298.8
328.185185
1,508
36.3
69
0