UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
4,501
L
302.6
330.407407
1,638
36.2
84
0
4,502
L
302.5
329.666667
1,307
54
86
1
4,503
L
302.4
329.666667
1,642
28.3
88
0
4,504
M
302.5
329.666667
1,751
30.5
90
0
4,505
L
302.4
329.296296
1,645
31.6
93
0
4,506
L
302.4
329.296296
1,426
46.8
95
0
4,507
M
302.4
329.296296
1,520
36.6
97
0
4,508
L
302.4
329.296296
1,709
31.8
100
0
4,509
L
302.4
328.925926
1,426
46.6
102
0
4,510
L
302.4
329.296296
1,429
43.7
104
0
4,511
L
302.4
329.666667
1,346
62.4
106
1
4,512
L
302.5
329.666667
1,454
43
108
0
4,513
M
302.5
330.037037
1,411
49.5
110
0
4,514
L
302.4
330.037037
1,900
24.4
113
0
4,515
L
302.4
330.037037
1,479
36.2
115
0
4,516
L
302.5
330.407407
1,415
48.2
117
0
4,517
L
302.5
330.037037
1,539
39
119
0
4,518
L
302.4
330.037037
1,520
31.6
121
0
4,519
L
302.4
330.037037
1,480
45.8
123
0
4,520
L
302.4
330.407407
1,666
29.7
125
0
4,521
L
302.4
330.407407
1,456
47.6
127
0
4,522
L
302.4
330.407407
1,865
23.9
129
0
4,523
M
302.5
330.777778
1,918
21.6
131
0
4,524
L
302.5
330.407407
1,488
48.4
134
0
4,525
M
302.5
330.777778
1,527
38.8
136
0
4,526
M
302.4
330.407407
1,463
42.2
139
0
4,527
L
302.4
330.407407
1,521
38.5
142
0
4,528
M
302.4
330.777778
1,372
45.7
144
1
4,529
L
302.5
330.777778
1,507
39.5
147
0
4,530
M
302.4
330.407407
1,586
34.3
149
0
4,531
L
302.5
330.407407
1,487
42
152
0
4,532
L
302.5
330.777778
1,520
41.2
154
0
4,533
H
302.5
330.407407
1,422
41.9
156
0
4,534
M
302.4
330.037037
1,375
52.5
161
1
4,535
L
302.4
329.666667
1,633
28
164
0
4,536
L
302.4
329.666667
1,503
36.2
166
0
4,537
L
302.4
329.666667
1,351
45.1
168
1
4,538
L
302.3
329.666667
1,548
35.3
170
0
4,539
L
302.4
330.037037
1,923
23.3
172
0
4,540
L
302.5
330.037037
1,592
32.6
174
0
4,541
M
302.5
330.407407
1,580
35.6
176
0
4,542
L
302.5
330.407407
1,427
46.8
179
0
4,543
M
302.5
330.407407
1,581
32.7
181
0
4,544
M
302.6
330.777778
1,542
39.9
184
0
4,545
L
302.5
330.407407
1,349
55.1
187
1
4,546
L
302.5
330.777778
1,463
43
189
0
4,547
M
302.5
330.407407
1,429
43.2
191
0
4,548
M
302.5
330.407407
1,451
53.6
194
0
4,549
L
302.6
330.777778
1,511
37.2
197
0
4,550
L
302.6
331.148148
1,549
37.5
199
0
4,551
M
302.5
330.777778
1,507
40.2
201
0
4,552
M
302.6
330.777778
1,524
33.7
204
0
4,553
M
302.7
330.777778
1,880
22.7
207
0
4,554
L
302.6
330.777778
1,461
45.4
0
0
4,555
L
302.6
330.777778
1,748
28.2
2
0
4,556
L
302.7
331.148148
1,690
26.7
4
0
4,557
M
302.7
331.148148
1,349
51.2
6
1
4,558
L
302.7
331.148148
1,686
26.3
9
0
4,559
L
302.7
331.518519
1,369
47.5
11
1
4,560
L
302.7
331.518519
1,433
43.7
13
0
4,561
L
302.7
331.518519
1,597
41.9
15
0
4,562
L
302.9
331.888889
1,610
32.2
17
0
4,563
L
302.7
331.518519
1,398
57.7
19
0
4,564
L
302.7
331.518519
1,977
20
21
0
4,565
L
302.8
331.888889
1,516
39.5
23
0
4,566
H
302.7
331.888889
1,275
55
25
1
4,567
L
302.8
331.888889
1,402
50.5
30
0
4,568
M
302.8
331.888889
1,451
44.7
32
0
4,569
M
302.7
331.888889
1,555
36.1
35
0
4,570
L
302.8
332.259259
1,636
35
38
0
4,571
L
302.8
332.259259
1,312
52.2
40
1
4,572
L
302.8
332.259259
1,708
29.8
42
0
4,573
M
302.9
332.62963
1,556
36.5
44
0
4,574
H
302.8
332.62963
1,436
43.5
47
0
4,575
M
302.9
332.62963
1,402
40.7
52
0
4,576
M
302.9
332.62963
1,437
49.9
55
0
4,577
M
302.9
333
1,926
21.8
58
0
4,578
L
303
333.37037
1,800
23.7
61
0
4,579
L
303
333.37037
1,641
32.6
63
0
4,580
L
303
333.37037
1,374
48.2
65
1
4,581
L
303
333.37037
1,494
37
67
0
4,582
L
303
333.37037
1,601
32.9
69
0
4,583
L
302.9
333.37037
1,634
36.9
71
0
4,584
M
302.9
333.37037
1,467
37.7
73
0
4,585
L
302.8
333
1,550
32.3
76
0
4,586
L
302.8
333
1,563
32.2
78
0
4,587
L
302.7
332.259259
1,395
48.3
80
0
4,588
M
302.8
332.62963
1,507
33.4
82
0
4,589
L
302.8
332.62963
1,564
38.5
85
0
4,590
L
302.8
333
1,721
30
87
0
4,591
L
302.8
333
1,456
36.1
89
0
4,592
H
302.9
333.37037
2,102
17.8
91
0
4,593
L
302.9
333
1,555
33.9
96
0
4,594
L
303
333.37037
1,409
41.9
98
0
4,595
M
303
333.37037
1,387
41.4
100
0
4,596
M
303
333.37037
1,460
43.9
103
0
4,597
L
303
333.37037
1,361
47.6
106
1
4,598
M
303
333
1,490
43
108
0
4,599
L
303.1
333.37037
1,399
49.2
111
0
4,600
L
303.1
333
1,420
55.8
113
0