UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
6,601
M
301.5
331.148148
1,424
47
26
0
6,602
M
301.5
331.518519
1,347
47.9
29
0
6,603
L
301.5
331.148148
1,374
46.7
32
0
6,604
M
301.5
331.148148
1,403
47.4
34
0
6,605
M
301.5
331.148148
1,573
37.4
37
0
6,606
M
301.6
331.148148
1,691
30.1
40
0
6,607
H
301.5
330.777778
1,538
44.3
43
0
6,608
L
301.5
330.777778
1,556
39.1
48
0
6,609
M
301.5
330.407407
1,593
36.8
50
0
6,610
L
301.5
330.407407
1,474
39.9
53
0
6,611
L
301.5
330.407407
1,543
34
55
0
6,612
H
301.5
330.777778
1,587
33.8
57
0
6,613
L
301.6
331.148148
1,222
70
62
0
6,614
L
301.7
331.148148
1,513
41.1
64
0
6,615
L
301.7
331.148148
1,660
28.7
66
0
6,616
L
301.7
331.148148
1,545
42.1
68
0
6,617
M
301.7
331.148148
1,380
45.8
70
0
6,618
L
301.6
331.148148
1,321
60.8
73
0
6,619
M
301.6
331.148148
1,309
65.8
75
1
6,620
M
301.7
331.518519
1,627
31.3
78
0
6,621
M
301.6
331.518519
1,791
23.8
81
0
6,622
M
301.7
331.518519
1,861
21.8
84
0
6,623
L
301.7
331.518519
1,493
51.1
87
0
6,624
M
301.7
331.518519
1,442
41.1
89
0
6,625
L
301.7
331.518519
1,532
39.8
92
0
6,626
M
301.6
331.518519
1,421
44.4
94
0
6,627
L
301.6
331.148148
1,613
42.5
97
0
6,628
M
301.7
331.148148
1,876
22.1
99
0
6,629
L
301.6
330.777778
1,593
34.5
102
0
6,630
L
301.6
330.777778
1,397
49.4
104
0
6,631
M
301.6
330.777778
1,414
49.3
106
0
6,632
M
301.5
330.407407
1,378
55.3
109
0
6,633
L
301.4
330.407407
1,301
51.2
112
0
6,634
M
301.5
330.777778
1,737
29.3
114
0
6,635
L
301.5
330.777778
1,396
44.5
117
0
6,636
L
301.5
330.777778
1,534
39.3
119
0
6,637
M
301.5
330.777778
1,774
25.5
121
0
6,638
H
301.5
330.777778
1,453
48
124
0
6,639
L
301.5
330.777778
1,453
44.2
129
0
6,640
L
301.4
330.777778
1,380
48.4
131
0
6,641
L
301.4
330.407407
1,334
43.2
133
0
6,642
L
301.5
330.777778
1,702
28.7
135
0
6,643
L
301.6
331.148148
1,431
37.5
137
0
6,644
M
301.5
330.777778
1,308
60.5
139
0
6,645
L
301.5
331.148148
1,565
43.9
142
0
6,646
M
301.5
330.407407
1,486
39.6
144
0
6,647
L
301.5
330.777778
1,479
34.2
147
0
6,648
L
301.5
330.777778
1,927
22.4
149
0
6,649
L
301.5
330.407407
1,488
41.1
151
0
6,650
M
301.5
330.407407
1,350
54.9
153
0
6,651
L
301.6
330.407407
1,561
35.3
156
0
6,652
M
301.5
330.407407
1,276
55.6
158
0
6,653
H
301.5
330.407407
1,580
35.7
161
0
6,654
M
301.4
330.037037
1,610
29.1
166
0
6,655
L
301.4
330.037037
2,203
16.6
169
0
6,656
L
301.4
330.037037
1,639
32.7
171
0
6,657
M
301.4
330.407407
1,553
44.7
173
0
6,658
L
301.4
330.037037
1,374
47.6
176
0
6,659
L
301.4
330.407407
1,430
50.9
178
0
6,660
L
301.3
330.037037
1,626
31.3
180
0
6,661
H
301.4
330.777778
1,421
43.8
182
0
6,662
M
301.3
330.407407
1,501
39.8
187
0
6,663
M
301.3
330.407407
2,093
18.7
190
0
6,664
L
301.3
330.407407
1,504
47.2
193
0
6,665
L
301.3
330.407407
1,538
38.4
195
0
6,666
L
301.3
330.407407
1,440
41.5
197
0
6,667
L
301.3
330.407407
1,414
51.4
199
0
6,668
H
301.4
330.777778
1,536
39.9
201
0
6,669
L
301.4
330.777778
1,476
39.2
206
0
6,670
L
301.4
330.777778
1,571
33.9
208
0
6,671
L
301.5
331.148148
1,998
20.2
210
0
6,672
L
301.5
331.148148
1,357
42.1
212
0
6,673
L
301.6
331.518519
1,424
50.5
214
0
6,674
L
301.6
331.518519
1,380
51.8
216
1
6,675
L
301.5
331.518519
1,618
35.5
218
0
6,676
L
301.5
331.148148
1,579
28
220
0
6,677
L
301.5
331.518519
1,423
44
222
0
6,678
L
301.5
331.518519
1,435
38.5
224
0
6,679
M
301.5
331.518519
1,336
65.6
0
1
6,680
L
301.6
331.888889
1,392
42.4
3
0
6,681
L
301.5
331.888889
1,417
49.7
5
0
6,682
L
301.4
331.518519
1,425
45.1
7
0
6,683
L
301.5
331.888889
1,512
38.9
9
0
6,684
L
301.5
332.259259
1,318
50.6
11
0
6,685
L
301.6
332.259259
1,538
40.4
13
0
6,686
L
301.6
332.259259
1,532
43.6
15
0
6,687
L
301.7
332.62963
1,715
24.8
17
0
6,688
L
301.7
332.62963
1,700
28.7
19
0
6,689
L
301.7
332.62963
1,548
40.3
21
0
6,690
L
301.7
332.62963
1,546
43
23
0
6,691
L
301.7
332.62963
1,343
49.2
25
0
6,692
M
301.7
332.62963
1,510
47.8
27
0
6,693
M
301.8
332.62963
1,839
23.6
30
0
6,694
M
301.8
332.62963
1,756
26.7
33
0
6,695
M
301.7
332.259259
1,300
62.7
36
0
6,696
M
301.7
332.62963
1,311
55.8
39
0
6,697
L
301.7
332.259259
1,636
31.3
42
0
6,698
L
301.6
332.259259
1,643
34.1
44
0
6,699
L
301.6
331.888889
1,418
44.7
46
0
6,700
M
301.7
331.888889
1,516
40.4
48
0