UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
8,301
L
298.7
329.296296
1,558
37.6
44
0
8,302
M
298.7
329.296296
1,644
34.1
46
0
8,303
L
298.7
329.296296
1,641
31.1
49
0
8,304
L
298.8
329.666667
1,504
41
51
0
8,305
M
298.7
329.296296
1,506
50.7
53
0
8,306
H
298.8
329.296296
1,380
44
56
0
8,307
M
298.7
329.296296
1,549
42.5
61
0
8,308
M
298.7
329.296296
1,402
69.7
64
1
8,309
L
298.7
329.296296
1,401
45.3
67
0
8,310
M
298.7
328.925926
1,459
40.2
69
0
8,311
L
298.7
328.555556
1,465
39.7
72
0
8,312
M
298.8
328.925926
1,295
52.7
74
0
8,313
M
298.8
328.925926
1,529
38.5
77
0
8,314
M
298.8
328.925926
1,484
44.9
80
0
8,315
L
298.8
328.555556
1,739
30.6
83
0
8,316
H
298.7
328.185185
1,422
40.7
85
0
8,317
L
298.8
328.185185
1,463
40
90
0
8,318
L
298.7
327.814815
1,667
30.4
92
0
8,319
H
298.7
327.814815
1,565
39.3
94
0
8,320
L
298.7
327.814815
1,393
45.7
99
0
8,321
M
298.8
327.814815
1,453
47.7
101
0
8,322
L
298.8
327.444444
1,442
50
104
0
8,323
L
298.7
327.444444
1,364
44.9
106
0
8,324
H
298.7
327.074074
1,453
40.4
108
0
8,325
M
298.7
327.074074
1,394
46
113
0
8,326
M
298.7
327.074074
1,500
38.8
116
0
8,327
H
298.6
327.074074
1,523
34.2
119
0
8,328
M
298.7
327.444444
1,254
57.1
124
0
8,329
L
298.6
327.074074
1,325
52.2
127
0
8,330
L
298.8
327.814815
1,424
49.6
129
0
8,331
L
298.8
327.814815
1,505
39
131
0
8,332
M
298.8
327.814815
1,392
48.7
133
0
8,333
L
298.8
327.814815
1,529
44
136
0
8,334
M
298.8
327.814815
1,477
48.5
138
0
8,335
M
298.8
327.814815
1,459
47.3
141
0
8,336
M
299
328.185185
2,240
15.9
144
0
8,337
L
298.9
327.814815
1,449
48.8
147
0
8,338
M
298.8
327.814815
1,589
35.3
149
0
8,339
L
298.8
327.814815
1,740
28.5
152
0
8,340
M
298.8
327.814815
1,499
40.3
154
0
8,341
M
298.8
327.814815
1,480
38.1
157
0
8,342
L
298.8
327.814815
1,751
29.6
160
0
8,343
L
298.7
327.814815
1,510
40.6
162
0
8,344
H
298.8
328.185185
1,437
48.2
164
0
8,345
L
298.8
327.814815
1,609
40.4
169
0
8,346
H
298.8
328.185185
1,490
35.9
171
0
8,347
L
298.7
327.814815
1,601
35.7
176
0
8,348
L
298.7
327.444444
1,665
31.1
178
0
8,349
M
298.7
327.444444
1,452
42.7
180
0
8,350
M
298.7
327.074074
1,487
33.6
183
0
8,351
M
298.7
327.444444
1,382
48.1
186
0
8,352
M
298.7
327.444444
1,686
26.2
189
0
8,353
L
298.6
327.444444
1,491
36.9
192
0
8,354
L
298.7
327.444444
1,442
55.6
194
0
8,355
L
298.6
327.444444
1,390
50.3
196
0
8,356
L
298.7
327.444444
1,502
46.7
198
0
8,357
M
298.6
327.444444
1,344
59.4
200
0
8,358
L
298.5
327.074074
1,385
46.3
203
1
8,359
L
298.7
327.814815
1,547
37.4
0
0
8,360
M
298.6
327.444444
1,525
42.4
2
0
8,361
L
298.6
327.444444
1,540
35.8
5
0
8,362
L
298.6
327.074074
1,450
44.3
7
0
8,363
L
298.6
327.444444
1,353
62.5
9
0
8,364
L
298.8
327.814815
1,582
45
11
0
8,365
L
298.9
328.185185
1,396
49
13
0
8,366
M
298.8
328.185185
1,551
36.6
15
0
8,367
M
298.9
328.185185
1,836
22.8
18
0
8,368
L
298.9
328.185185
1,390
49.9
21
0
8,369
L
298.9
328.185185
1,534
42.1
23
0
8,370
L
298.8
327.814815
1,953
20.6
25
0
8,371
L
298.8
328.185185
1,634
33.6
27
0
8,372
L
298.7
327.814815
1,881
21.7
29
0
8,373
M
298.8
327.814815
1,448
44.8
31
0
8,374
M
298.7
327.814815
1,362
50.5
34
0
8,375
L
298.8
327.814815
1,225
63.4
37
0
8,376
M
298.8
327.444444
1,384
48.2
39
0
8,377
L
298.8
328.185185
1,334
49.3
42
0
8,378
L
298.8
327.814815
1,336
50.3
44
0
8,379
M
298.8
328.555556
1,331
61.6
46
0
8,380
L
298.8
328.555556
1,629
31.9
49
0
8,381
L
298.9
328.925926
1,776
25.7
51
0
8,382
H
298.8
328.925926
1,530
38.3
53
0
8,383
L
298.9
328.925926
1,719
27.3
58
0
8,384
M
298.8
328.555556
1,495
35.2
60
0
8,385
L
298.8
327.814815
1,450
43.1
63
0
8,386
H
298.8
328.185185
1,563
38.8
65
0
8,387
M
298.9
328.555556
1,501
37.1
70
0
8,388
L
298.8
328.555556
1,351
47.2
73
0
8,389
L
298.9
328.555556
1,365
46.5
75
0
8,390
L
298.8
328.555556
1,525
39.7
77
0
8,391
M
298.8
328.185185
1,288
61.9
79
0
8,392
L
298.6
327.444444
1,423
42.7
82
0
8,393
M
298.5
327.444444
1,502
39.4
84
0
8,394
L
298.5
327.074074
1,428
43.5
87
0
8,395
M
298.6
327.074074
1,566
38.1
89
0
8,396
M
298.5
327.074074
1,483
44.8
92
0
8,397
H
298.6
327.444444
1,593
33.3
95
0
8,398
L
298.5
327.444444
1,724
26.4
100
0
8,399
L
298.5
327.814815
2,617
12.1
102
1
8,400
L
298.6
327.814815
1,294
59.4
104
0