UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,301
L
298.7
328.185185
1,322
57
140
0
1,302
L
298.7
328.555556
1,483
32.8
142
0
1,303
L
298.6
328.185185
1,505
45.7
144
0
1,304
L
298.7
328.555556
1,593
42.5
146
0
1,305
L
298.8
328.925926
2,098
19.6
148
0
1,306
L
298.8
328.925926
1,672
30.4
150
0
1,307
L
298.8
328.925926
1,487
41.4
152
0
1,308
L
298.8
328.925926
1,423
42.1
154
0
1,309
L
298.9
329.296296
1,750
25
156
0
1,310
L
298.9
329.666667
1,654
31.1
158
0
1,311
L
298.9
329.666667
1,498
50.2
160
0
1,312
L
298.9
329.296296
1,587
30.2
162
0
1,313
L
298.9
329.296296
1,473
42.6
164
0
1,314
L
298.9
329.666667
1,359
56.9
166
0
1,315
M
299
330.037037
1,635
34.5
168
0
1,316
L
299
330.037037
1,520
45
171
0
1,317
L
299
330.037037
1,507
36.7
173
0
1,318
L
299
330.037037
1,428
46.3
175
0
1,319
M
299
330.037037
1,582
33.3
177
0
1,320
L
299
330.037037
1,929
24.4
180
0
1,321
M
299
330.037037
1,540
38.1
182
0
1,322
L
298.9
329.666667
1,362
53
185
0
1,323
H
298.9
329.296296
1,452
49.9
187
0
1,324
L
298.9
329.296296
1,361
51.7
192
0
1,325
M
298.8
329.296296
1,243
74.5
194
1
1,326
H
298.8
329.296296
1,567
36.8
197
0
1,327
L
298.9
329.666667
1,411
46.5
202
0
1,328
L
298.8
329.666667
1,814
26.8
204
0
1,329
M
298.8
329.296296
1,719
28.8
206
0
1,330
H
298.8
329.666667
1,663
30.4
209
0
1,331
L
298.9
329.666667
1,696
30.2
214
0
1,332
H
298.9
329.666667
1,771
26.8
216
0
1,333
L
299
330.037037
1,868
24
221
0
1,334
M
299
330.037037
1,558
35.4
223
0
1,335
L
299
330.407407
1,365
49.1
226
1
1,336
L
299
330.407407
1,371
53.8
228
1
1,337
L
298.9
330.037037
1,583
32.6
230
0
1,338
H
298.7
329.666667
1,613
36
0
0
1,339
L
298.6
329.296296
1,721
27.2
5
0
1,340
M
298.6
329.666667
1,668
31.5
7
0
1,341
L
298.6
329.666667
1,569
36.3
10
0
1,342
M
298.6
329.666667
1,328
50.5
12
0
1,343
M
298.6
329.296296
1,596
33
15
0
1,344
L
298.5
329.666667
1,676
32.7
18
0
1,345
L
298.5
329.296296
1,809
28.9
20
0
1,346
L
298.5
328.925926
1,804
26.1
22
0
1,347
L
298.6
329.296296
1,533
33.9
24
0
1,348
L
298.7
329.666667
1,717
27.3
26
0
1,349
L
298.7
329.666667
1,363
45.5
28
0
1,350
L
298.7
329.666667
1,402
45.9
30
0
1,351
L
298.7
329.666667
1,436
47.5
32
0
1,352
L
298.7
329.666667
1,525
43.7
34
0
1,353
M
298.7
329.666667
1,598
33.3
36
0
1,354
M
298.6
329.296296
1,444
48.1
39
0
1,355
L
298.6
328.925926
1,334
48
42
0
1,356
M
298.6
328.925926
1,681
35.5
44
0
1,357
L
298.6
328.555556
1,593
37.4
47
0
1,358
L
298.6
328.555556
1,461
45.7
49
0
1,359
M
298.7
329.296296
1,693
31.9
51
0
1,360
L
298.7
329.666667
1,404
50.3
54
0
1,361
H
298.8
329.666667
1,707
27.6
56
0
1,362
M
298.6
329.296296
1,458
41.9
61
0
1,363
L
298.6
328.925926
1,517
41.2
64
0
1,364
L
298.7
329.296296
1,433
54.6
66
0
1,365
L
298.7
329.666667
1,566
33.1
68
0
1,366
L
298.7
329.296296
1,676
33.5
70
0
1,367
M
298.7
329.296296
1,368
56.8
72
0
1,368
M
298.8
329.666667
1,581
37.5
75
0
1,369
H
298.8
330.037037
1,708
27.1
78
0
1,370
M
298.7
330.037037
1,481
41.5
83
0
1,371
L
298.7
330.037037
1,451
40
86
0
1,372
M
298.7
330.037037
1,495
38.7
88
0
1,373
M
298.8
330.037037
1,573
41.8
91
0
1,374
M
298.8
330.037037
1,366
59
94
0
1,375
L
298.8
330.037037
1,553
36.8
97
0
1,376
M
298.8
330.037037
1,528
37.1
99
0
1,377
M
298.8
329.666667
1,527
31.2
102
0
1,378
L
298.8
329.666667
1,461
46.7
105
0
1,379
H
298.8
329.666667
1,455
44.9
107
0
1,380
L
298.7
329.296296
1,620
34.8
112
0
1,381
L
298.7
329.296296
1,786
27.7
114
0
1,382
M
298.8
329.666667
1,583
35.7
116
0
1,383
L
298.8
329.296296
1,653
30.3
119
0
1,384
M
298.9
329.666667
1,331
49
121
0
1,385
L
298.9
330.037037
1,484
43.8
124
0
1,386
M
298.9
329.666667
1,603
36.1
126
0
1,387
L
298.9
329.666667
1,445
40
129
0
1,388
L
298.9
329.296296
1,823
26.1
131
0
1,389
H
298.9
329.296296
1,491
45.3
133
0
1,390
L
298.9
329.666667
1,533
42.8
138
0
1,391
L
298.9
329.666667
1,409
54.8
140
0
1,392
L
298.9
329.666667
2,737
8.8
142
1
1,393
M
299
330.037037
1,494
46.6
144
0
1,394
L
299.1
330.407407
1,594
33.3
147
0
1,395
L
299.1
330.407407
1,527
44
149
0
1,396
L
299.1
330.407407
1,452
39.7
151
0
1,397
L
299
330.037037
1,483
39.2
153
0
1,398
L
299.1
329.666667
1,569
38.2
155
0
1,399
L
299.1
330.037037
1,472
46.6
157
0
1,400
L
299
329.666667
1,533
43.5
159
0