UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
4,401
L
302.3
329.296296
1,353
50.9
36
1
4,402
H
302.2
328.925926
1,468
43.6
38
0
4,403
H
302.3
329.666667
1,506
33.8
43
0
4,404
L
302.3
329.296296
1,388
49.9
48
0
4,405
M
302.4
329.666667
1,485
45.9
50
0
4,406
L
302.4
329.666667
1,331
45.5
53
1
4,407
L
302.5
330.037037
1,326
58.5
55
1
4,408
L
302.3
329.666667
1,394
55.4
57
0
4,409
L
302.4
329.296296
2,009
18.9
59
0
4,410
M
302.4
329.296296
1,358
54.6
61
1
4,411
L
302.5
329.666667
1,586
32.2
64
0
4,412
L
302.5
330.037037
1,688
31.6
66
0
4,413
L
302.6
330.777778
1,450
43.2
68
0
4,414
M
302.7
330.777778
1,398
47.3
70
0
4,415
L
302.7
330.777778
1,520
39.3
73
0
4,416
L
302.6
330.407407
1,514
42.7
75
0
4,417
M
302.6
330.407407
1,532
36.1
77
0
4,418
L
302.6
330.407407
1,365
66.8
80
1
4,419
L
302.6
330.037037
1,642
33.2
82
0
4,420
M
302.6
329.666667
2,676
10.8
84
1
4,421
H
302.6
329.666667
1,873
21.3
87
0
4,422
L
302.6
329.666667
1,325
62.4
92
1
4,423
M
302.6
329.666667
2,157
17.2
94
0
4,424
M
302.6
329.666667
1,563
39
97
0
4,425
M
302.6
329.666667
1,631
31
100
0
4,426
L
302.5
329.666667
1,547
36.9
103
0
4,427
L
302.6
330.037037
1,479
40.4
105
0
4,428
M
302.4
329.296296
1,379
48.9
107
1
4,429
L
302.4
329.296296
1,906
21.2
110
0
4,430
M
302.3
329.296296
1,731
33.4
112
0
4,431
H
302.3
329.296296
1,688
30.4
115
0
4,432
H
302.3
329.666667
1,443
54.6
120
0
4,433
L
302.4
329.666667
1,445
46.4
125
0
4,434
H
302.4
329.666667
1,435
44.9
127
0
4,435
L
302.4
329.296296
1,556
32.9
132
0
4,436
L
302.3
329.296296
1,321
52.7
134
1
4,437
M
302.4
329.296296
1,577
35.8
136
0
4,438
L
302.4
329.666667
1,578
31.2
139
0
4,439
L
302.4
329.296296
1,418
52.3
141
0
4,440
M
302.4
329.666667
1,392
55.8
143
0
4,441
L
302.5
330.037037
1,446
44
146
0
4,442
L
302.5
329.666667
1,329
50.6
148
1
4,443
L
302.5
329.666667
1,563
34.8
150
0
4,444
L
302.5
330.037037
1,405
57.4
152
0
4,445
L
302.4
329.666667
2,224
16
154
0
4,446
L
302.5
329.666667
1,716
29.9
156
0
4,447
L
302.5
330.037037
1,584
35.5
158
0
4,448
M
302.5
330.037037
1,488
41.8
160
0
4,449
L
302.4
330.037037
1,374
51.2
163
1
4,450
M
302.4
330.037037
1,378
54.3
165
1
4,451
L
302.5
330.037037
1,551
37.3
168
0
4,452
L
302.5
330.037037
1,549
40.9
170
0
4,453
M
302.5
330.037037
1,447
39.2
172
0
4,454
L
302.4
329.666667
1,400
53.7
175
0
4,455
L
302.4
329.296296
1,401
48.8
177
0
4,456
H
302.4
329.296296
1,597
28.9
179
0
4,457
L
302.3
329.296296
1,487
46
184
0
4,458
M
302.5
330.037037
1,710
27.3
186
0
4,459
L
302.6
330.407407
1,478
47.7
189
0
4,460
L
302.6
330.407407
1,743
26.3
191
0
4,461
L
302.6
330.777778
1,596
32.8
193
0
4,462
L
302.7
330.777778
1,642
30.8
195
0
4,463
L
302.7
330.777778
1,263
67.8
197
1
4,464
L
302.8
331.148148
2,016
19.9
199
0
4,465
L
302.8
331.148148
1,671
30.5
201
0
4,466
L
302.8
331.148148
1,404
43.2
203
0
4,467
L
302.8
331.148148
1,470
41.1
205
0
4,468
L
302.8
331.148148
1,617
37.9
207
0
4,469
L
302.7
330.777778
1,725
29
209
0
4,470
L
302.7
330.777778
1,446
40.9
211
1
4,471
L
302.7
331.148148
1,564
34.3
0
0
4,472
L
302.8
331.148148
1,670
29.1
2
0
4,473
L
302.7
331.148148
1,501
48.7
4
0
4,474
L
302.7
330.777778
1,551
35.9
6
0
4,475
L
302.7
330.777778
1,563
35
8
0
4,476
L
302.7
330.777778
1,351
41.8
10
1
4,477
L
302.6
330.407407
1,415
52.1
12
0
4,478
L
302.6
330.037037
1,647
34.2
14
0
4,479
L
302.5
329.666667
1,477
41.6
16
0
4,480
L
302.6
329.666667
1,923
21.5
18
0
4,481
H
302.7
330.407407
1,305
55.2
20
1
4,482
M
302.6
330.407407
1,544
35.1
25
0
4,483
H
302.7
330.777778
1,568
36.9
28
0
4,484
L
302.7
330.407407
1,489
42.7
33
0
4,485
M
302.6
330.407407
1,451
43.1
35
0
4,486
L
302.7
330.407407
1,542
35.7
38
0
4,487
M
302.6
330.777778
1,965
20.2
40
0
4,488
L
302.5
330.777778
1,436
36.5
43
0
4,489
M
302.5
330.407407
1,509
37.6
45
0
4,490
L
302.5
330.407407
1,487
40.2
48
0
4,491
L
302.5
330.407407
1,967
20.3
50
0
4,492
H
302.6
330.407407
1,409
53.3
52
0
4,493
M
302.6
330.777778
1,420
56.4
57
0
4,494
L
302.7
330.777778
1,511
37.7
60
0
4,495
H
302.6
330.407407
1,649
30.1
62
0
4,496
L
302.6
330.407407
1,359
57.2
67
1
4,497
M
302.5
330.407407
1,605
36
69
0
4,498
L
302.5
330.037037
1,523
36
72
0
4,499
H
302.6
330.407407
1,614
36
74
0
4,500
H
302.6
330.037037
1,721
27.4
79
0