UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
3,401
H
301.4
331.518519
1,536
44.4
96
0
3,402
M
301.4
331.518519
1,617
34.3
101
0
3,403
L
301.4
331.148148
1,347
53.3
104
0
3,404
L
301.3
330.777778
1,337
52.7
106
0
3,405
L
301.3
330.407407
1,695
30.9
108
0
3,406
M
301.3
330.407407
1,635
32.5
110
0
3,407
L
301.2
330.407407
1,470
44
113
0
3,408
L
301.2
330.407407
1,381
49.8
115
0
3,409
M
301.2
330.407407
1,382
41.6
117
0
3,410
M
301.2
330.407407
1,697
30
120
0
3,411
L
301.2
330.037037
1,451
39.7
123
0
3,412
L
301.3
330.037037
1,419
55.7
125
0
3,413
L
301.3
330.037037
1,313
55.6
127
0
3,414
L
301.3
330.037037
1,560
36.3
129
0
3,415
L
301.3
330.037037
1,555
41.2
131
0
3,416
L
301.4
330.407407
1,579
36.9
133
0
3,417
L
301.5
330.777778
1,435
44.6
135
0
3,418
L
301.6
331.148148
1,621
33.7
137
0
3,419
H
301.6
331.148148
1,555
40.4
139
0
3,420
L
301.5
330.777778
1,611
33.8
144
0
3,421
L
301.6
331.148148
1,834
23.5
146
0
3,422
M
301.5
330.777778
1,612
29.8
148
0
3,423
L
301.5
330.407407
1,629
34.1
151
0
3,424
L
301.4
330.407407
1,496
35.2
153
0
3,425
L
301.5
330.777778
1,593
32.9
155
0
3,426
M
301.5
330.777778
1,623
33.5
157
0
3,427
L
301.5
330.777778
1,380
48.7
160
0
3,428
L
301.6
331.148148
1,562
34.4
162
0
3,429
L
301.6
331.148148
1,391
49.4
164
0
3,430
H
301.5
330.777778
1,551
34.3
166
0
3,431
H
301.6
331.148148
1,821
26.2
171
0
3,432
L
301.6
331.518519
1,429
43.6
176
0
3,433
M
301.6
331.518519
2,012
20.7
178
0
3,434
M
301.6
331.148148
1,924
23.6
181
0
3,435
M
301.5
330.777778
1,412
44.1
184
0
3,436
L
301.5
330.777778
1,389
54.9
187
0
3,437
L
301.5
330.777778
1,466
48.1
189
0
3,438
L
301.5
330.777778
2,297
15.8
191
0
3,439
L
301.4
330.407407
1,471
37.5
193
0
3,440
L
301.4
330.037037
1,492
41.4
195
0
3,441
L
301.3
330.037037
1,460
41.5
197
0
3,442
L
301.4
330.407407
1,559
39.4
199
0
3,443
M
301.4
330.777778
1,495
52.5
201
0
3,444
L
301.5
330.777778
1,535
39
204
0
3,445
L
301.5
331.148148
1,381
50.7
206
0
3,446
M
301.6
331.148148
1,599
36.1
208
0
3,447
H
301.6
331.148148
1,400
49.5
211
0
3,448
L
301.7
331.148148
1,624
34.5
216
0
3,449
L
301.6
331.148148
1,478
36.6
218
0
3,450
L
301.7
331.518519
1,605
33.3
220
0
3,451
L
301.6
331.148148
1,506
43.4
222
0
3,452
L
301.6
331.148148
1,455
43.9
0
0
3,453
H
301.6
330.777778
1,602
32.3
2
0
3,454
L
301.5
330.407407
1,425
54.4
7
0
3,455
L
301.5
330.407407
1,918
21.8
9
0
3,456
H
301.4
330.037037
1,611
41.5
11
0
3,457
H
301.4
330.407407
1,610
38.6
16
0
3,458
M
301.5
330.407407
2,639
12
21
1
3,459
L
301.5
330.407407
1,329
46.6
24
0
3,460
L
301.5
330.407407
1,270
54.2
26
0
3,461
L
301.5
330.037037
1,415
41.6
28
0
3,462
H
301.6
330.407407
1,330
49.5
30
0
3,463
H
301.6
330.777778
1,786
27.1
35
0
3,464
L
301.6
330.777778
1,809
25.5
40
0
3,465
L
301.7
331.148148
1,303
59.7
42
0
3,466
M
301.8
331.518519
1,383
45.7
44
0
3,467
L
301.7
331.148148
1,447
56.9
47
0
3,468
L
301.8
331.518519
1,461
44.2
49
0
3,469
L
301.8
331.518519
2,092
18.6
51
0
3,470
M
301.8
331.518519
1,429
47.9
53
0
3,471
L
301.8
331.888889
1,736
26.5
56
0
3,472
L
301.8
331.518519
1,441
49.3
58
0
3,473
L
301.8
331.518519
1,523
43.3
60
0
3,474
M
301.8
331.888889
1,691
33.4
62
0
3,475
M
301.9
331.888889
1,557
35.3
65
0
3,476
L
301.8
331.518519
1,644
33.4
68
0
3,477
L
301.8
331.148148
1,522
43.8
70
0
3,478
L
301.8
331.518519
1,547
41.7
72
0
3,479
L
301.8
331.518519
1,597
30.8
74
0
3,480
M
301.8
331.888889
1,619
31
76
0
3,481
L
301.9
331.888889
1,400
58.2
79
0
3,482
L
302
332.259259
1,663
31.5
81
0
3,483
L
301.9
331.888889
1,540
37.6
83
0
3,484
H
301.9
331.888889
1,455
42.7
85
0
3,485
L
301.9
331.888889
1,519
39
90
0
3,486
L
301.9
331.888889
1,427
47.7
92
0
3,487
L
301.9
331.888889
1,650
29.8
94
0
3,488
M
301.8
331.888889
1,508
38.8
96
0
3,489
L
301.9
332.259259
1,379
54.8
99
0
3,490
L
301.9
332.259259
1,542
36.7
101
0
3,491
M
301.9
332.259259
1,763
28.4
103
0
3,492
H
301.9
332.259259
1,590
34.3
106
0
3,493
H
301.9
332.62963
1,336
63.6
111
0
3,494
M
301.9
332.62963
1,638
35.4
116
0
3,495
L
301.9
332.62963
1,356
45.7
119
0
3,496
M
301.9
332.62963
1,384
47.4
121
0
3,497
L
301.9
332.259259
1,309
48
124
0
3,498
L
301.9
332.62963
1,642
33.1
126
0
3,499
L
301.9
332.62963
1,289
54.9
128
0
3,500
L
301.9
332.62963
1,353
43.8
130
0