UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
8,201
L
299.3
331.888889
1,426
42.4
0
0
8,202
M
299.3
332.259259
1,826
25.1
2
0
8,203
L
299.3
332.259259
1,669
32.4
5
0
8,204
M
299.4
332.259259
1,473
40.1
7
0
8,205
L
299.4
332.259259
1,751
27.8
10
0
8,206
M
299.4
332.259259
1,446
47.3
12
0
8,207
L
299.3
331.888889
1,483
43.5
15
0
8,208
L
299.2
331.518519
1,535
42.6
17
0
8,209
L
299.2
331.518519
1,477
44
19
0
8,210
L
299.3
331.888889
1,391
46.9
21
0
8,211
H
299.2
331.518519
1,636
29.4
23
0
8,212
L
299.2
331.148148
1,675
33.3
28
0
8,213
H
299.2
330.777778
1,329
48.9
30
0
8,214
M
299.2
330.777778
1,548
33.5
35
0
8,215
L
299.2
330.777778
1,391
45.8
38
0
8,216
L
299.1
330.777778
1,437
43.1
40
0
8,217
L
299.2
331.148148
1,370
61.9
42
0
8,218
L
299.1
331.148148
1,577
37.1
44
0
8,219
L
299.1
330.777778
1,485
37.8
46
0
8,220
L
299
330.407407
1,504
34.3
48
0
8,221
M
298.9
330.037037
1,551
35.2
50
0
8,222
M
299.1
330.777778
1,428
43
53
0
8,223
L
299
330.777778
1,755
27.9
56
0
8,224
L
299.1
330.777778
1,329
54.9
58
0
8,225
L
299.1
330.777778
1,496
35.2
60
0
8,226
L
299.1
330.777778
1,532
36.6
62
0
8,227
L
299.1
330.777778
1,389
61.4
64
0
8,228
M
299.1
330.407407
1,524
51.4
66
0
8,229
M
299.1
330.407407
1,422
49.3
69
0
8,230
L
299.1
330.777778
1,739
27.4
72
0
8,231
L
299.1
330.777778
1,736
26.9
74
0
8,232
L
299.1
330.777778
1,419
48.8
76
0
8,233
L
299.1
331.148148
1,326
49.7
78
0
8,234
M
299.1
331.148148
1,449
43.2
80
0
8,235
L
299.2
331.148148
1,534
39.7
83
0
8,236
M
299.2
331.148148
1,443
50.9
85
0
8,237
L
299.2
331.148148
1,498
41.1
88
0
8,238
L
299.1
331.148148
1,796
26
90
0
8,239
L
299.1
330.407407
1,519
45.3
92
0
8,240
L
299
330.407407
1,339
49.6
94
0
8,241
L
299
330.407407
1,483
41.5
96
0
8,242
M
298.9
329.666667
2,099
20
98
0
8,243
M
299
330.037037
1,689
29.7
101
0
8,244
H
299.1
330.407407
1,369
54.5
104
0
8,245
L
299
330.407407
1,512
38.8
109
0
8,246
M
299
330.037037
1,303
68.6
111
1
8,247
L
299
330.037037
1,552
39.9
114
0
8,248
L
299
330.407407
1,713
28
116
0
8,249
L
298.9
330.037037
1,456
44.1
118
0
8,250
L
299
330.407407
1,524
39.8
120
0
8,251
M
299
330.407407
1,394
45.2
122
0
8,252
L
299
330.407407
1,981
21.2
125
0
8,253
L
299
330.407407
1,565
36.1
127
0
8,254
L
299.1
330.407407
1,657
31
129
0
8,255
M
299
330.407407
1,625
37.1
131
0
8,256
L
299
330.407407
1,606
31.1
134
0
8,257
H
299
330.777778
1,336
56.8
136
0
8,258
M
299
331.148148
1,587
34.2
141
0
8,259
L
299.1
331.148148
1,602
39.7
144
0
8,260
L
299.1
330.777778
1,471
38.4
146
0
8,261
H
299.1
331.148148
1,332
48
148
0
8,262
H
299.2
331.148148
1,434
48.4
153
0
8,263
L
299.1
331.148148
1,921
23.9
158
0
8,264
H
299.2
331.148148
1,704
30.6
160
0
8,265
M
299.1
331.148148
1,397
49.5
165
0
8,266
H
299.1
331.148148
1,791
28
168
0
8,267
L
299.1
331.148148
1,818
24.1
173
0
8,268
L
299.2
331.518519
1,540
36.3
175
0
8,269
M
299.2
331.888889
1,502
39.8
177
0
8,270
H
299.2
331.888889
1,761
30.4
180
0
8,271
M
299.1
331.888889
1,517
38.4
185
0
8,272
L
299.1
331.518519
1,309
51.1
188
0
8,273
L
298.9
331.148148
1,363
52.6
190
0
8,274
M
299
331.148148
1,787
22.2
192
0
8,275
L
298.9
330.777778
1,640
29.2
195
0
8,276
M
298.9
331.148148
1,720
25.3
197
0
8,277
L
298.8
330.777778
1,384
52.8
200
0
8,278
H
298.8
330.777778
1,294
55.8
202
0
8,279
L
298.8
330.777778
1,464
46.4
207
0
8,280
L
298.8
331.148148
1,803
25.4
209
0
8,281
L
298.8
331.148148
1,602
39.1
211
0
8,282
H
298.9
331.148148
1,519
38.8
213
0
8,283
M
298.9
331.518519
1,638
33.6
218
0
8,284
H
298.9
331.148148
1,615
33
221
0
8,285
L
298.8
331.148148
1,651
33.3
0
0
8,286
L
298.9
331.148148
1,387
52.7
2
0
8,287
M
298.8
330.777778
1,678
32.8
4
0
8,288
L
298.9
331.148148
1,585
38.1
7
0
8,289
M
298.8
331.148148
1,640
33.8
9
0
8,290
L
298.9
331.148148
1,406
43.8
12
0
8,291
M
298.9
331.148148
1,679
35.8
14
0
8,292
L
298.9
330.777778
1,717
26.9
17
0
8,293
H
298.9
330.777778
1,429
39.9
19
0
8,294
M
298.9
330.407407
1,533
44.4
24
0
8,295
M
298.9
330.777778
1,525
38.5
27
0
8,296
L
298.9
330.407407
1,739
26.3
30
0
8,297
L
298.9
330.037037
1,436
39
32
0
8,298
M
298.8
329.666667
1,595
33.1
34
0
8,299
H
298.7
329.296296
1,435
45.6
37
0
8,300
L
298.7
328.925926
1,637
31.8
42
0