UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
5,401
L
302.7
337.814815
1,477
46.3
251
1
5,402
M
302.6
337.444444
1,454
54.8
253
1
5,403
L
302.7
337.444444
1,421
48.5
0
0
5,404
L
302.7
337.444444
1,858
25.4
2
0
5,405
H
302.8
338.185185
1,422
46.1
4
0
5,406
L
302.7
337.814815
1,444
48.7
9
0
5,407
L
302.7
337.814815
1,360
47.8
11
0
5,408
L
302.7
337.814815
1,954
24.8
13
0
5,409
L
302.6
337.814815
1,628
33
15
0
5,410
L
302.7
337.814815
1,433
44.2
17
0
5,411
M
302.7
338.185185
1,417
51.5
19
0
5,412
L
302.8
338.555556
1,462
39.4
22
0
5,413
L
302.9
338.555556
1,328
59.9
24
0
5,414
H
302.7
338.185185
1,527
36.4
26
0
5,415
L
302.6
337.444444
1,534
34.3
31
0
5,416
M
302.6
337.814815
1,410
50.3
33
0
5,417
L
302.6
337.444444
1,660
30.3
36
0
5,418
L
302.6
337.814815
1,386
45.8
38
0
5,419
L
302.6
337.814815
1,398
41.6
40
0
5,420
L
302.6
337.444444
1,321
53.4
42
0
5,421
L
302.6
337.444444
1,512
34.2
44
0
5,422
M
302.6
337.444444
1,566
36.6
46
0
5,423
M
302.7
337.814815
1,422
44.5
49
0
5,424
L
302.6
337.444444
1,647
31.8
52
0
5,425
L
302.6
337.074074
1,377
45.5
54
0
5,426
L
302.5
337.074074
1,775
27.9
56
0
5,427
L
302.6
337.444444
1,554
42
58
0
5,428
L
302.7
337.814815
1,423
51.9
60
0
5,429
L
302.7
337.814815
1,453
47.3
62
0
5,430
L
302.8
337.814815
1,590
34.4
64
0
5,431
L
302.8
338.185185
1,694
28.4
66
0
5,432
L
302.8
338.185185
1,462
43.4
68
0
5,433
L
302.8
337.814815
1,392
46.2
70
0
5,434
L
302.9
338.185185
1,550
45.5
72
0
5,435
L
302.9
338.185185
1,629
30.4
74
0
5,436
M
303
338.185185
1,524
42.1
76
0
5,437
M
302.9
338.185185
1,679
30.9
79
0
5,438
M
302.9
338.555556
1,394
46.4
82
0
5,439
L
302.9
338.185185
1,683
32.1
85
0
5,440
L
303
338.185185
1,626
30.5
87
0
5,441
H
303
338.185185
1,698
30
89
0
5,442
M
303
338.555556
1,392
42.9
94
0
5,443
L
303.1
338.925926
1,353
51.8
97
0
5,444
M
303
338.925926
1,426
46.8
99
0
5,445
L
303
338.925926
2,024
19.9
102
0
5,446
M
303
339.296296
1,648
32.1
104
0
5,447
L
303.1
339.666667
1,511
40.1
107
0
5,448
L
303.1
339.296296
1,465
44.1
109
0
5,449
L
303
338.925926
1,551
41.8
111
0
5,450
L
303.1
339.296296
2,329
15.1
113
0
5,451
H
303.1
339.296296
1,435
41.9
115
0
5,452
L
303
338.925926
1,361
48.8
120
0
5,453
M
303
338.925926
1,553
35.8
122
0
5,454
L
303
338.555556
1,451
42.1
125
0
5,455
L
303
338.185185
1,461
40.2
127
0
5,456
M
303.1
338.555556
1,895
23.5
129
0
5,457
M
303.1
338.555556
1,567
32.9
132
0
5,458
M
303
338.185185
1,602
33.7
135
0
5,459
L
303.1
338.555556
1,514
42.1
138
0
5,460
L
303.1
338.185185
1,453
49.1
140
0
5,461
M
303
337.814815
1,526
36.1
142
0
5,462
M
302.9
337.444444
1,339
52.1
145
0
5,463
L
302.9
337.444444
1,889
22.8
148
0
5,464
L
302.9
337.814815
1,561
34.8
150
0
5,465
M
302.9
337.814815
1,659
33.1
152
0
5,466
L
302.9
337.814815
1,424
49.5
155
0
5,467
M
302.9
337.444444
1,426
44.7
157
0
5,468
L
302.9
337.814815
1,383
51.4
160
0
5,469
L
302.8
337.444444
1,764
29.9
162
0
5,470
M
302.7
337.074074
1,439
42.5
164
0
5,471
M
302.7
337.074074
1,585
35.5
167
0
5,472
L
302.7
337.444444
1,346
61.2
170
0
5,473
L
302.8
337.444444
1,386
57.8
172
0
5,474
L
302.7
337.074074
1,369
51.8
174
0
5,475
M
302.7
336.703704
1,378
46.9
176
0
5,476
L
302.7
337.074074
1,336
46.8
179
0
5,477
M
302.6
336.703704
1,445
42
181
0
5,478
L
302.7
336.703704
1,763
26.5
184
0
5,479
L
302.7
337.074074
1,611
34.1
186
0
5,480
M
302.7
336.703704
1,564
32.1
188
0
5,481
H
302.7
336.703704
1,478
36
191
0
5,482
L
302.6
336.333333
1,781
28.5
196
0
5,483
L
302.6
336.703704
1,782
26.8
198
0
5,484
M
302.6
336.703704
2,000
21.9
200
0
5,485
M
302.5
336.333333
1,826
25.3
203
0
5,486
L
302.6
336.703704
1,344
51
206
0
5,487
L
302.6
337.074074
1,520
43
208
0
5,488
M
302.6
336.703704
1,611
39.9
210
0
5,489
L
302.7
337.074074
1,450
52.1
213
1
5,490
L
302.6
336.703704
1,499
35
215
0
5,491
L
302.6
336.703704
1,288
68.5
0
1
5,492
M
302.7
337.074074
1,350
58.6
2
0
5,493
M
302.9
337.814815
1,334
50.9
5
0
5,494
L
302.8
337.814815
1,376
57.1
8
0
5,495
L
302.8
337.814815
1,368
49.5
10
0
5,496
H
302.9
338.185185
1,357
55
12
0
5,497
M
302.9
338.185185
1,924
24
17
0
5,498
M
302.9
338.185185
1,551
40
20
0
5,499
M
302.9
338.185185
1,903
21.2
23
0
5,500
H
302.9
337.444444
1,417
48.7
26
0