UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
2,301
L
299.3
323.740741
1,371
50.5
136
0
2,302
M
299.2
323.740741
1,586
35.7
138
0
2,303
L
299.2
323.37037
1,515
39.8
141
0
2,304
L
299.2
323.37037
1,374
53.6
143
0
2,305
L
299.1
323.37037
1,455
39.8
145
0
2,306
H
299.2
323.37037
1,342
47.5
147
0
2,307
L
299.1
323.740741
1,260
57.8
152
0
2,308
H
299
323.37037
1,623
33.5
154
0
2,309
L
299.1
323.37037
1,371
55.5
159
0
2,310
L
299.1
323.740741
1,611
31.4
161
0
2,311
M
299
323
1,535
47.5
163
0
2,312
M
299.1
323.740741
1,491
38.5
166
0
2,313
M
299.1
323.740741
1,441
36.2
169
0
2,314
M
299.1
324.481482
1,725
26.6
172
0
2,315
L
299.2
324.851852
1,368
47.2
175
0
2,316
L
299.2
324.851852
1,526
37.9
177
0
2,317
L
299.2
324.481482
1,542
39.2
179
0
2,318
L
299.2
324.481482
1,605
31.1
181
0
2,319
L
299.2
324.481482
1,405
51.4
183
0
2,320
M
299.2
324.481482
1,700
33.5
185
0
2,321
H
299.2
324.481482
1,440
39.1
188
0
2,322
M
299.2
324.481482
1,314
52.5
193
0
2,323
L
299.2
324.111111
1,514
41.9
196
0
2,324
M
299.2
324.111111
1,401
47
198
0
2,325
L
299.3
324.481482
1,636
29.9
201
0
2,326
L
299.3
324.481482
1,603
33.9
203
0
2,327
M
299.4
324.111111
1,487
52.6
205
0
2,328
M
299.3
324.111111
1,420
50.3
208
0
2,329
L
299.3
324.111111
1,579
36.3
211
0
2,330
L
299.3
324.111111
1,484
40.5
213
0
2,331
M
299.3
324.111111
1,390
49.3
215
0
2,332
L
299.3
323.740741
1,384
53.6
218
1
2,333
L
299.2
323.37037
1,378
50.4
220
1
2,334
L
299.2
323.37037
1,445
45.2
222
0
2,335
L
299.2
323
1,445
43.5
224
0
2,336
L
299.2
323
1,509
39.4
0
0
2,337
L
299.2
323
1,434
46.8
2
0
2,338
L
299.2
323
1,877
23.9
4
0
2,339
L
299.3
322.62963
1,651
28
6
0
2,340
L
299.2
322.259259
1,466
41.3
8
0
2,341
L
299.1
321.888889
1,479
40.7
10
0
2,342
L
299.1
322.259259
1,409
46.4
12
0
2,343
M
299.2
322.259259
1,674
28.2
14
0
2,344
L
299.1
322.62963
1,305
61.4
17
0
2,345
M
299.2
322.62963
1,755
26.4
19
0
2,346
L
299.2
323
1,475
38.7
22
0
2,347
L
299.2
323
1,402
47.7
24
0
2,348
L
299.2
322.62963
1,410
43
26
0
2,349
L
299.2
323
1,436
41.8
28
0
2,350
M
299.3
323.37037
1,386
42.2
30
0
2,351
L
299.3
323.740741
1,744
26.4
33
0
2,352
L
299.2
323
1,393
48.4
35
0
2,353
M
299.3
323.37037
1,422
45.4
37
0
2,354
L
299.2
323
1,841
22.8
40
0
2,355
L
299.3
323.740741
1,433
37.7
42
0
2,356
M
299.3
323.37037
1,305
60.6
44
0
2,357
H
299.3
323.740741
1,498
39.5
47
0
2,358
L
299.3
323.37037
1,772
26.1
52
0
2,359
M
299.2
323
1,381
42.5
54
0
2,360
L
299.3
323.37037
1,413
38.5
57
0
2,361
H
299.2
323
1,388
53.2
59
0
2,362
M
299.2
323.740741
1,631
35.4
64
0
2,363
H
299.3
323.740741
1,520
41.4
67
0
2,364
L
299.3
323.37037
1,510
45.4
72
0
2,365
L
299.2
323.37037
1,366
49.7
74
0
2,366
L
299.4
323.37037
1,845
22.9
76
0
2,367
L
299.3
323.37037
1,485
44.7
78
0
2,368
M
299.3
323.37037
1,496
39.4
80
0
2,369
M
299.3
323
1,468
42.2
83
0
2,370
M
299.2
323
1,856
22.7
86
0
2,371
L
299.2
323
1,620
34.1
89
0
2,372
L
299.3
323.37037
1,409
44.8
91
0
2,373
M
299.3
323.37037
1,404
49.4
93
0
2,374
L
299.2
323
1,350
51.3
96
0
2,375
M
299.2
323
1,538
38
98
0
2,376
M
299.2
323
1,476
32.7
101
0
2,377
M
299.2
322.62963
1,364
51.8
104
0
2,378
M
299.2
322.62963
1,582
45.5
107
0
2,379
L
299.1
322.259259
1,348
56.1
110
0
2,380
H
299.1
322.259259
1,450
46.1
112
0
2,381
L
299
321.888889
1,242
60.9
117
0
2,382
L
299.1
322.259259
1,493
34.9
119
0
2,383
L
299.1
322.62963
1,601
31.4
121
0
2,384
L
299.1
322.259259
1,568
33.3
123
0
2,385
M
299.1
322.62963
1,506
38
125
0
2,386
L
299.1
322.62963
1,524
34.1
128
0
2,387
L
299.1
323
1,543
37.9
130
0
2,388
M
299.2
323.37037
1,474
47.2
132
0
2,389
M
299.2
323.37037
1,526
37.3
135
0
2,390
L
299.2
323.37037
1,867
27
138
0
2,391
L
299.2
323.37037
1,487
41.2
140
0
2,392
L
299.2
323
1,580
32.6
142
0
2,393
L
299.2
323.37037
1,340
50
144
0
2,394
L
299.2
323.37037
1,544
41.6
146
0
2,395
L
299.2
323.37037
1,488
40.3
148
0
2,396
M
299.2
323.37037
1,742
28.9
150
0
2,397
M
299.1
323.37037
1,592
34.2
153
0
2,398
L
299.2
323.740741
1,582
38.8
156
0
2,399
L
299.2
323.37037
1,490
43.2
158
0
2,400
M
299.2
323.37037
1,594
35.8
160
0