UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
4,301
M
301.7
329.296296
1,644
34.6
5
0
4,302
L
301.7
329.666667
1,471
51.1
8
0
4,303
L
301.7
329.296296
2,695
12.6
10
0
4,304
L
301.7
329.666667
1,435
48.1
12
0
4,305
L
301.6
329.296296
1,694
26.3
14
0
4,306
L
301.6
329.296296
1,687
26.6
16
0
4,307
L
301.6
328.925926
1,869
22.9
18
0
4,308
L
301.4
328.555556
1,259
63.9
20
1
4,309
H
301.4
328.555556
1,460
47.2
22
0
4,310
M
301.3
328.555556
1,501
39.5
27
0
4,311
L
301.4
328.925926
1,776
25.6
30
0
4,312
M
301.5
329.296296
1,468
40.8
32
0
4,313
L
301.5
329.296296
1,430
46.5
35
0
4,314
L
301.4
329.296296
1,502
46.6
37
0
4,315
H
301.4
329.296296
1,623
32.3
39
0
4,316
M
301.4
328.925926
1,651
29.8
44
0
4,317
L
301.5
329.296296
1,639
33.4
47
0
4,318
M
301.5
328.925926
1,417
44.6
49
0
4,319
L
301.5
329.296296
1,541
42.2
52
0
4,320
M
301.6
329.666667
1,411
45.1
54
0
4,321
L
301.7
330.037037
1,397
44.6
57
0
4,322
L
301.7
329.666667
1,686
28.9
59
0
4,323
M
301.7
329.296296
1,431
44
61
0
4,324
L
301.8
330.037037
1,341
50.5
64
1
4,325
L
301.7
329.666667
1,486
43
66
0
4,326
L
301.6
329.666667
1,384
57.1
68
0
4,327
L
301.6
329.296296
1,362
55.8
70
1
4,328
H
301.7
329.296296
1,660
29.3
72
0
4,329
L
301.6
329.296296
1,326
48.2
77
1
4,330
L
301.6
328.925926
1,566
30.3
79
0
4,331
L
301.5
328.185185
1,549
38.5
81
0
4,332
M
301.6
328.555556
1,746
31.1
83
0
4,333
M
301.7
328.555556
1,452
41.5
86
0
4,334
L
301.6
328.185185
1,588
33.9
89
0
4,335
L
301.6
328.185185
1,472
42.5
91
0
4,336
L
301.7
328.555556
1,607
37.7
93
0
4,337
H
301.6
328.555556
1,423
53.6
95
0
4,338
L
301.6
328.555556
1,440
43.4
100
0
4,339
L
301.6
328.555556
1,397
43.7
102
0
4,340
L
301.7
328.555556
1,524
46.6
104
0
4,341
M
301.7
328.555556
1,533
40.9
106
0
4,342
L
301.7
328.185185
1,398
46
109
0
4,343
M
301.7
328.185185
1,284
68.2
111
1
4,344
L
301.7
328.185185
1,491
39.3
114
0
4,345
H
301.8
328.555556
1,418
51.3
116
0
4,346
M
301.8
328.185185
1,546
39.8
121
0
4,347
L
301.8
327.814815
1,598
30.4
124
0
4,348
H
301.9
328.185185
1,724
27.5
126
0
4,349
L
301.9
328.185185
1,507
44.7
131
0
4,350
L
301.9
327.814815
1,595
31.4
133
0
4,351
M
301.9
327.814815
1,568
37.5
135
0
4,352
L
301.8
327.444444
1,432
43.7
138
0
4,353
L
301.9
327.814815
1,424
42.8
140
0
4,354
M
302
327.814815
1,386
62.7
142
1
4,355
L
302
328.185185
1,456
58.1
145
0
4,356
H
302
328.185185
1,280
57.3
147
1
4,357
L
302
328.185185
1,649
31
152
0
4,358
L
302
328.555556
1,407
52.8
154
0
4,359
H
302
328.555556
1,606
34.5
156
0
4,360
M
302.1
328.925926
1,531
38
161
0
4,361
L
302.1
329.296296
1,543
35.8
164
0
4,362
M
302.1
329.296296
1,379
48.2
166
1
4,363
L
302.1
329.296296
1,447
46.6
169
0
4,364
H
302.1
329.296296
1,844
24.6
171
0
4,365
H
302.1
329.296296
1,615
29.9
176
0
4,366
L
302
328.925926
1,449
48.8
181
0
4,367
L
302
328.555556
1,388
51.4
183
0
4,368
H
302
328.555556
1,447
42.8
185
0
4,369
L
302
328.925926
1,664
28.6
190
0
4,370
H
302
328.555556
1,735
27.2
192
0
4,371
L
302
328.555556
1,308
57.6
197
1
4,372
L
302
328.185185
1,480
40
199
0
4,373
M
301.9
327.444444
1,439
41.7
201
0
4,374
M
301.9
327.814815
1,533
35.9
204
0
4,375
L
302
327.814815
1,551
34.8
207
0
4,376
L
302
327.814815
1,414
36.3
209
0
4,377
M
301.9
327.444444
1,551
34.6
211
0
4,378
M
301.8
327.444444
1,436
49
214
0
4,379
M
301.9
327.444444
1,385
45.8
217
0
4,380
M
301.8
327.074074
1,732
30.1
220
0
4,381
L
301.9
327.444444
1,410
49
223
0
4,382
L
301.9
327.444444
1,446
43.2
225
0
4,383
L
301.8
327.074074
1,525
39.6
227
0
4,384
L
301.7
327.074074
1,298
65.5
229
1
4,385
L
301.8
327.444444
1,443
42.7
231
0
4,386
L
301.8
327.814815
1,442
45.3
233
1
4,387
L
301.9
327.814815
1,719
31.9
0
0
4,388
L
302
328.185185
1,532
39.4
2
0
4,389
L
302
328.185185
1,701
27.2
4
0
4,390
M
302.1
328.925926
1,355
45.1
6
1
4,391
M
302.2
329.296296
1,421
45.4
9
0
4,392
M
302.2
329.296296
1,368
51.6
12
1
4,393
L
302.2
329.296296
1,458
45.1
15
0
4,394
M
302.2
329.296296
1,572
34.6
17
0
4,395
L
302.2
328.925926
1,483
48.7
20
0
4,396
L
302.3
329.296296
1,513
40.4
22
0
4,397
H
302.3
329.296296
1,383
42.9
24
0
4,398
L
302.4
329.666667
1,539
37.7
29
0
4,399
M
302.3
329.296296
1,563
37.8
31
0
4,400
L
302.3
329.296296
1,653
29.7
34
0