UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
501
M
297.5
325.962963
1,804
27.4
215
0
502
M
297.6
326.333333
1,464
46.2
218
0
503
L
297.6
325.962963
1,390
43.3
221
0
504
M
297.6
325.962963
1,442
48.1
0
0
505
M
297.6
326.333333
1,529
41.9
3
0
506
L
297.6
326.333333
1,610
35
6
0
507
L
297.6
326.333333
1,543
34.3
8
0
508
H
297.8
326.703704
1,445
48.2
10
0
509
L
297.7
326.333333
1,893
24.6
15
0
510
M
297.6
326.333333
1,415
41.3
17
0
511
L
297.5
326.333333
1,564
37.5
20
0
512
L
297.5
326.333333
1,479
39.4
22
0
513
L
297.5
325.962963
1,426
44.8
24
0
514
L
297.4
325.962963
1,428
38.8
26
0
515
L
297.4
325.962963
1,620
33.2
28
0
516
L
297.5
325.962963
1,715
28
30
0
517
L
297.5
326.333333
1,732
29.9
32
0
518
M
297.5
326.703704
1,391
58.2
34
0
519
L
297.6
327.074074
1,924
20.6
37
0
520
M
297.7
327.074074
2,027
19.8
39
0
521
L
297.6
327.074074
1,617
36.2
42
0
522
L
297.5
326.703704
1,497
35.8
44
0
523
M
297.5
327.074074
1,448
43.7
46
0
524
L
297.4
326.703704
1,401
45.9
49
0
525
L
297.4
326.703704
1,620
35.4
51
0
526
L
297.4
326.703704
1,466
45.5
53
0
527
L
297.6
327.074074
1,373
50.6
55
0
528
M
297.6
327.444444
1,592
35.8
57
0
529
M
297.5
327.074074
1,553
42.4
60
0
530
L
297.6
327.074074
1,569
36.2
63
0
531
M
297.6
327.074074
1,709
32.2
65
0
532
L
297.6
327.074074
1,549
34.9
68
0
533
L
297.5
326.703704
1,443
45.4
70
0
534
L
297.5
326.333333
1,675
29.8
72
0
535
L
297.5
326.333333
1,623
33.4
74
0
536
H
297.4
326.333333
1,365
52.4
76
0
537
L
297.4
326.333333
1,759
24.8
81
0
538
H
297.4
326.333333
1,516
43
83
0
539
M
297.4
326.333333
1,499
36.8
88
0
540
M
297.4
326.333333
1,775
25.8
91
0
541
L
297.4
326.703704
1,473
45.5
94
0
542
L
297.4
326.703704
1,296
52.3
96
0
543
L
297.5
326.703704
1,803
24.7
98
0
544
H
297.5
326.333333
1,563
36.1
100
0
545
M
297.5
326.703704
1,831
26.6
105
0
546
L
297.6
326.703704
1,958
22.1
108
0
547
L
297.5
326.703704
1,809
24.3
110
0
548
M
297.5
326.703704
1,482
39.3
112
0
549
L
297.4
326.333333
1,332
53.2
115
0
550
L
297.4
325.962963
1,437
40.4
117
0
551
L
297.4
325.962963
1,698
29.4
119
0
552
L
297.4
325.962963
1,274
54.3
121
0
553
M
297.4
326.333333
1,622
35
123
0
554
M
297.4
326.333333
1,564
36
126
0
555
H
297.5
326.703704
1,368
45.3
129
0
556
M
297.4
326.703704
1,539
42.2
134
0
557
L
297.5
326.703704
1,357
50.1
137
0
558
M
297.5
326.703704
1,433
48.3
139
0
559
L
297.5
326.703704
1,650
34.6
142
0
560
L
297.5
326.703704
1,503
40.6
144
0
561
L
297.5
326.703704
1,318
58.2
146
0
562
M
297.5
326.703704
1,678
34.4
148
0
563
L
297.6
327.074074
1,574
30.9
151
0
564
L
297.7
327.444444
1,529
35.2
153
0
565
H
297.6
327.444444
1,669
32.1
155
0
566
H
297.7
327.814815
1,570
35.8
160
0
567
M
297.6
327.814815
1,541
33.7
165
0
568
M
297.7
327.814815
1,680
30.2
168
0
569
L
297.8
327.814815
1,935
22.1
171
0
570
M
297.7
327.444444
1,596
35.2
173
0
571
L
297.7
327.814815
1,498
41
176
0
572
M
297.8
328.185185
1,676
29
178
0
573
L
297.8
328.555556
1,351
49
181
0
574
L
297.9
328.555556
1,472
45
183
0
575
M
297.9
328.925926
1,439
41.7
185
0
576
M
297.9
328.555556
1,410
55.4
188
0
577
H
297.7
327.814815
1,440
51.1
191
0
578
L
297.7
327.814815
1,591
37.7
196
0
579
L
297.8
328.185185
1,533
36.8
198
0
580
M
297.8
327.814815
1,700
31.3
200
0
581
M
297.8
328.185185
1,798
25.5
203
0
582
L
297.8
327.814815
1,394
42.9
206
0
583
L
297.8
327.814815
1,341
49.2
208
0
584
H
297.7
327.444444
1,697
32.2
210
0
585
H
297.6
327.444444
1,419
48.2
215
0
586
L
297.6
327.074074
2,001
20.5
220
0
587
L
297.6
327.444444
1,501
49.8
222
1
588
H
297.6
327.074074
1,623
33.1
224
0
589
L
297.6
326.703704
1,628
33.4
229
0
590
L
297.6
326.703704
1,491
40.2
231
0
591
L
297.5
326.703704
1,517
36.7
233
0
592
H
297.5
326.333333
1,525
41.7
235
0
593
H
297.5
327.074074
1,668
27.9
240
0
594
L
297.5
327.444444
1,312
50.7
0
0
595
H
297.6
327.444444
1,278
50.4
2
0
596
M
297.6
327.444444
1,330
53.1
7
0
597
M
297.6
327.444444
1,530
37.3
10
0
598
H
297.6
327.444444
1,428
46.6
13
0
599
L
297.7
327.444444
1,480
47.9
18
0
600
H
297.7
327.814815
1,616
31.1
20
0