UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,301
L
300.2
331.148148
1,431
42.3
113
0
7,302
L
300.1
330.407407
1,554
39.4
115
0
7,303
L
300.1
330.777778
1,494
44.2
117
0
7,304
L
300.1
331.148148
1,374
45.4
119
0
7,305
L
300.1
330.777778
1,394
44.3
121
0
7,306
M
300
330.777778
1,790
25.7
123
0
7,307
L
300.1
330.777778
1,356
45.8
126
0
7,308
M
300
330.407407
1,385
52.1
128
0
7,309
L
300
330.407407
1,333
49.1
131
0
7,310
L
300
330.407407
1,505
44.9
133
0
7,311
L
300
330.777778
1,606
33.5
135
0
7,312
H
300
330.777778
1,558
36.7
137
0
7,313
L
300
330.777778
1,412
52.4
142
0
7,314
L
299.9
330.407407
1,408
38.4
144
0
7,315
L
299.9
330.037037
1,268
53.3
146
0
7,316
L
299.9
330.407407
1,470
50
148
0
7,317
L
299.9
330.407407
1,497
47
150
0
7,318
L
299.9
330.037037
1,638
29.1
152
0
7,319
H
299.9
330.037037
1,535
43.9
154
0
7,320
L
299.8
329.666667
1,654
32.7
159
0
7,321
H
299.8
329.666667
1,411
49.7
161
0
7,322
L
299.8
329.666667
1,911
23.5
166
0
7,323
H
299.8
329.666667
1,573
33.3
168
0
7,324
L
299.9
329.666667
1,479
46.3
173
0
7,325
M
299.9
330.407407
1,820
26.6
175
0
7,326
L
299.9
330.407407
1,419
45.7
178
0
7,327
M
299.9
330.777778
1,335
52.9
180
0
7,328
M
299.9
330.777778
1,576
39.4
183
0
7,329
L
300
330.777778
1,517
42.2
186
0
7,330
M
299.9
330.407407
1,576
34.3
188
0
7,331
H
299.8
329.666667
1,537
36.6
191
0
7,332
L
299.8
330.037037
1,524
34.2
196
0
7,333
M
299.8
330.037037
1,805
23.7
198
0
7,334
M
299.9
330.407407
1,367
53.3
201
0
7,335
L
299.8
330.407407
1,694
30.3
204
0
7,336
L
299.9
330.407407
1,328
49.9
206
0
7,337
H
299.9
330.777778
1,549
42.8
208
0
7,338
L
299.9
330.777778
1,539
32.8
213
0
7,339
L
299.8
330.777778
1,496
38.8
215
0
7,340
L
299.8
330.407407
1,579
36.4
0
0
7,341
L
299.7
330.037037
1,386
46.6
2
0
7,342
L
299.7
330.037037
1,505
37.7
4
0
7,343
M
299.7
330.037037
1,661
34.5
6
0
7,344
L
299.6
329.666667
1,468
48
9
0
7,345
L
299.6
329.296296
1,384
49.8
11
0
7,346
L
299.6
329.666667
1,381
60.5
13
0
7,347
L
299.6
329.666667
1,469
47
15
0
7,348
L
299.6
329.666667
1,627
36.6
17
0
7,349
H
299.7
330.037037
1,462
40.4
19
0
7,350
L
299.7
329.666667
1,633
36.5
24
0
7,351
L
299.7
329.666667
1,469
39.5
26
0
7,352
L
299.7
329.666667
1,458
43.4
28
0
7,353
M
299.7
329.666667
1,440
42.8
30
0
7,354
L
299.8
330.037037
1,687
30.4
33
0
7,355
M
299.7
330.037037
1,429
47.7
35
0
7,356
L
299.6
329.666667
1,588
34.1
38
0
7,357
L
299.6
329.666667
1,333
51.2
40
0
7,358
L
299.6
329.296296
1,487
42.9
42
0
7,359
M
299.5
329.296296
1,659
31.5
44
0
7,360
M
299.4
328.925926
1,512
43.2
47
0
7,361
L
299.5
329.296296
1,585
35.2
50
0
7,362
L
299.5
328.925926
1,502
38.5
52
0
7,363
L
299.5
328.925926
1,594
35.1
54
0
7,364
L
299.5
328.925926
1,412
48.9
56
0
7,365
L
299.5
328.555556
1,402
51.7
58
0
7,366
L
299.6
329.296296
2,057
20.4
60
0
7,367
H
299.6
329.296296
1,531
36.8
62
0
7,368
M
299.5
329.296296
1,359
61.1
67
0
7,369
M
299.6
329.666667
1,620
30
70
0
7,370
M
299.6
329.296296
1,646
29.6
73
0
7,371
M
299.6
329.296296
1,455
46.1
76
0
7,372
L
299.6
329.666667
1,512
44
79
0
7,373
L
299.6
329.666667
1,473
42.7
81
0
7,374
L
299.6
329.296296
1,553
38
83
0
7,375
L
299.5
328.925926
1,379
50.4
85
0
7,376
M
299.4
328.555556
1,567
40.6
87
0
7,377
L
299.5
328.925926
1,481
43.1
90
0
7,378
L
299.5
328.925926
1,349
52.7
92
0
7,379
L
299.5
328.925926
1,388
52.4
94
0
7,380
M
299.6
329.296296
1,357
48.7
96
0
7,381
L
299.6
329.666667
1,743
24.8
99
0
7,382
L
299.7
330.037037
1,495
43.1
101
0
7,383
L
299.8
330.407407
1,698
28.3
103
0
7,384
M
299.7
330.407407
1,410
44.5
105
0
7,385
L
299.7
330.407407
1,614
36.2
108
0
7,386
M
299.8
330.777778
1,375
53.9
110
0
7,387
M
299.8
331.148148
1,574
31.8
113
0
7,388
H
299.8
331.148148
1,423
44.6
116
0
7,389
M
299.8
331.148148
1,694
31.3
121
0
7,390
L
299.8
331.148148
1,707
32.5
124
0
7,391
M
299.7
330.777778
1,490
41.2
126
0
7,392
L
299.7
331.148148
1,675
31.3
129
0
7,393
M
299.7
330.777778
1,492
39.3
131
0
7,394
M
299.7
330.777778
1,594
35.4
134
0
7,395
L
299.7
331.148148
1,479
38
137
0
7,396
M
299.7
331.148148
1,572
38
139
0
7,397
L
299.7
331.148148
1,616
35.1
142
0
7,398
L
299.7
331.148148
1,737
26.1
144
0
7,399
M
299.7
331.518519
1,498
37.8
146
0
7,400
L
299.6
331.148148
1,642
35.1
149
0