UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
8,501
L
298.3
327.074074
1,711
30.3
148
0
8,502
L
298.4
327.814815
1,581
34.6
150
0
8,503
H
298.6
328.185185
1,279
55.9
152
0
8,504
L
298.5
328.185185
1,468
40.9
157
0
8,505
L
298.4
327.814815
1,419
41.3
159
0
8,506
L
298.4
327.814815
1,530
38.6
161
0
8,507
L
298.4
327.444444
1,710
27.3
163
1
8,508
L
298.4
327.814815
1,518
39.8
165
0
8,509
M
298.4
327.814815
1,679
33.3
167
0
8,510
M
298.4
327.814815
1,870
22.5
170
0
8,511
L
298.3
327.814815
1,484
44.3
173
0
8,512
L
298.4
327.814815
1,457
44.2
175
0
8,513
H
298.3
327.444444
1,546
36.2
177
0
8,514
M
298.2
327.074074
1,478
36.5
182
0
8,515
L
298.2
326.703704
1,447
47.1
185
0
8,516
L
298.2
326.703704
1,443
45.4
187
0
8,517
L
298.3
327.444444
1,527
30.9
189
0
8,518
M
298.3
327.444444
1,469
54.8
191
0
8,519
M
298.3
327.444444
1,681
27.1
194
0
8,520
L
298.3
327.444444
1,420
44.1
197
0
8,521
M
298.3
327.074074
1,543
49.9
199
0
8,522
L
298.4
327.074074
1,376
50.4
202
0
8,523
H
298.3
326.703704
1,631
29.8
0
0
8,524
H
298.3
326.333333
1,529
41.7
5
0
8,525
L
298.3
326.703704
1,468
46.2
10
0
8,526
L
298.3
326.703704
1,378
52.3
12
0
8,527
L
298.3
326.333333
1,401
51.9
14
0
8,528
L
298.4
326.333333
1,531
37.4
16
0
8,529
L
298.4
326.333333
1,512
35.8
18
0
8,530
M
298.5
326.703704
1,522
47.4
20
0
8,531
M
298.5
326.333333
1,615
31.8
23
0
8,532
L
298.6
326.333333
1,449
46.5
26
0
8,533
L
298.6
326.703704
1,315
55.5
28
0
8,534
M
298.6
326.703704
1,465
41.1
30
0
8,535
M
298.6
327.074074
1,404
43.3
33
0
8,536
L
298.6
327.074074
1,547
44.8
36
0
8,537
M
298.6
327.074074
1,426
45.4
38
0
8,538
L
298.6
327.074074
1,730
30.2
41
0
8,539
L
298.5
326.703704
1,548
37.7
43
0
8,540
L
298.5
326.703704
1,517
40.2
45
0
8,541
L
298.6
327.074074
1,687
29.3
47
0
8,542
L
298.5
327.074074
1,738
25.2
49
0
8,543
H
298.4
326.703704
1,512
35.3
51
0
8,544
M
298.5
326.703704
1,365
48.7
56
0
8,545
H
298.5
326.703704
2,011
21
59
0
8,546
L
298.4
326.333333
1,806
27.6
64
0
8,547
L
298.4
326.333333
1,716
28.4
66
0
8,548
M
298.4
326.703704
1,666
24.3
68
0
8,549
L
298.5
326.703704
1,578
36.3
71
0
8,550
L
298.3
326.333333
1,558
37.2
73
0
8,551
L
298.3
325.962963
1,456
45.5
75
0
8,552
M
298.2
325.592593
1,457
49
77
0
8,553
L
298.2
325.592593
1,467
44.5
80
0
8,554
M
298.1
325.222222
1,661
38.2
82
0
8,555
L
298.1
325.222222
1,592
33.9
85
0
8,556
L
298.2
325.222222
1,596
37.2
87
0
8,557
L
298.2
325.222222
1,489
40.6
89
0
8,558
L
298.3
325.222222
1,471
48.3
91
0
8,559
M
298.3
325.222222
1,505
41.3
93
0
8,560
L
298.3
325.222222
1,519
40
96
0
8,561
L
298.3
325.222222
1,408
45.4
98
0
8,562
L
298.2
324.851852
1,332
44.4
100
0
8,563
L
298.1
324.851852
1,351
52.4
102
0
8,564
L
298
324.851852
1,500
36.7
104
0
8,565
M
298
324.111111
1,614
30.7
106
0
8,566
L
298
324.481482
1,489
36.5
109
0
8,567
M
297.9
324.111111
1,751
26.6
111
0
8,568
L
298
324.111111
1,511
45.8
114
0
8,569
L
297.9
323.740741
1,691
29.6
116
0
8,570
L
297.9
323.740741
1,757
27.5
118
0
8,571
H
297.9
324.111111
1,545
35.9
120
0
8,572
L
297.9
323.740741
2,262
15.7
125
0
8,573
M
297.7
323.37037
1,559
35.2
127
0
8,574
L
297.6
323
1,626
32.4
130
0
8,575
L
297.6
322.62963
1,424
53.9
132
0
8,576
M
297.6
322.62963
1,648
29.1
134
0
8,577
L
297.6
322.62963
1,523
39.5
137
0
8,578
L
297.6
322.62963
1,502
43.2
139
0
8,579
L
297.5
322.259259
1,489
40.7
141
0
8,580
M
297.4
321.888889
1,620
31.2
143
0
8,581
L
297.5
321.888889
1,631
30.6
146
0
8,582
M
297.5
321.518519
1,429
45.8
148
0
8,583
M
297.5
321.888889
1,334
72
151
1
8,584
L
297.4
321.518519
1,423
38
154
0
8,585
L
297.4
321.148148
1,390
47.7
156
0
8,586
M
297.4
321.148148
1,338
48.5
158
0
8,587
H
297.3
321.148148
1,461
37.5
161
0
8,588
M
297.4
321.148148
1,627
34.3
166
0
8,589
L
297.3
320.777778
1,385
44.4
169
0
8,590
M
297.3
320.777778
1,538
48
171
0
8,591
L
297.4
321.148148
1,557
35.5
174
0
8,592
L
297.4
321.148148
1,606
33.4
176
0
8,593
M
297.5
321.518519
1,430
44.5
178
0
8,594
M
297.4
321.518519
1,601
34.6
181
0
8,595
L
297.4
321.518519
1,356
51.9
184
0
8,596
M
297.5
322.259259
1,624
30.9
186
0
8,597
L
297.5
322.259259
1,327
56.5
189
0
8,598
L
297.6
322.62963
1,410
47
191
0
8,599
L
297.6
322.62963
1,478
42.3
193
0
8,600
L
297.6
323
1,460
40.3
195
0