UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,201
L
300
328.555556
1,608
33.4
76
0
7,202
L
300
328.185185
1,474
40.6
78
0
7,203
L
300
327.814815
1,326
61.9
80
0
7,204
M
299.8
327.444444
1,434
48
82
0
7,205
L
299.8
327.444444
1,526
41.7
85
0
7,206
L
299.8
327.814815
1,483
39.6
87
0
7,207
L
299.8
327.814815
1,457
51.9
89
0
7,208
M
299.7
327.444444
1,540
34.4
91
0
7,209
L
299.8
327.814815
1,707
29.1
94
0
7,210
L
299.8
327.814815
1,624
34.2
96
0
7,211
M
299.8
327.444444
1,331
50.2
98
0
7,212
L
299.8
327.814815
1,431
40.3
101
0
7,213
M
299.8
327.814815
1,705
28.5
103
0
7,214
M
299.8
328.185185
1,427
45.2
106
0
7,215
M
299.9
328.185185
1,625
41.2
109
0
7,216
L
299.9
328.185185
1,477
47.7
112
0
7,217
M
300
328.555556
1,651
28.1
114
0
7,218
L
299.9
328.185185
1,716
28.2
117
0
7,219
H
299.9
328.185185
1,400
48.7
119
0
7,220
M
299.8
327.814815
1,556
37.7
124
0
7,221
L
299.8
327.814815
1,429
42.6
127
0
7,222
H
299.7
327.444444
1,433
49.6
129
0
7,223
M
299.8
327.814815
1,320
61.7
134
0
7,224
L
299.8
327.444444
1,374
51.6
137
0
7,225
L
299.8
327.444444
1,598
31
139
0
7,226
M
299.8
327.814815
1,910
21.8
141
0
7,227
L
299.7
327.444444
1,399
51.3
144
0
7,228
L
299.7
327.444444
1,720
27.1
146
0
7,229
H
299.8
327.814815
1,368
47.4
148
0
7,230
L
299.8
328.185185
1,749
33.4
153
0
7,231
L
299.8
328.185185
1,542
39.4
155
0
7,232
L
299.8
328.555556
1,553
36.6
157
0
7,233
M
299.9
328.555556
1,639
42.1
159
0
7,234
L
299.9
328.925926
1,447
45.9
162
0
7,235
M
299.8
328.925926
1,397
48.1
164
0
7,236
L
299.8
328.925926
1,361
53.8
167
0
7,237
M
299.8
328.925926
1,460
37.1
169
0
7,238
M
299.8
328.925926
1,632
33.7
172
0
7,239
L
299.8
328.925926
1,697
36
175
0
7,240
L
299.8
329.296296
1,553
42
177
0
7,241
M
299.9
329.296296
1,362
56.3
179
0
7,242
M
299.9
328.925926
1,484
42.1
182
0
7,243
H
299.9
329.296296
1,447
51.4
185
0
7,244
M
300
329.666667
1,393
51.2
190
0
7,245
L
300
329.666667
1,760
26.9
193
0
7,246
L
300
329.296296
1,477
34.6
195
0
7,247
L
299.9
329.296296
1,681
29.1
197
0
7,248
M
300
329.296296
1,314
53.5
199
0
7,249
L
300
329.296296
1,762
28
202
0
7,250
L
299.9
328.925926
1,402
44.7
204
0
7,251
M
300.1
329.666667
1,429
42
206
0
7,252
M
300.2
330.037037
1,448
40.1
209
0
7,253
H
300.2
330.407407
1,501
42.9
212
0
7,254
L
300.3
330.777778
1,522
39.1
217
0
7,255
L
300.3
330.407407
1,493
37.5
219
0
7,256
M
300.2
330.037037
1,704
29.4
221
0
7,257
H
300.2
330.037037
1,408
42.5
0
0
7,258
L
300.2
330.407407
1,518
41.8
5
0
7,259
L
300.3
330.407407
1,742
25.9
7
0
7,260
M
300.4
330.777778
1,500
43
9
0
7,261
L
300.4
330.777778
2,424
14.5
12
0
7,262
L
300.4
330.777778
1,818
25.1
14
0
7,263
M
300.4
331.148148
1,545
35.6
16
0
7,264
L
300.4
331.148148
1,429
46.9
19
0
7,265
M
300.4
331.148148
1,448
44.9
21
0
7,266
L
300.4
331.148148
1,384
48.7
24
0
7,267
L
300.4
330.777778
1,578
32.8
26
0
7,268
L
300.5
330.777778
1,695
26.7
28
0
7,269
L
300.5
331.148148
1,543
36.2
30
0
7,270
M
300.4
330.777778
1,540
33.4
32
0
7,271
L
300.2
330.407407
1,808
25.8
35
0
7,272
M
300.3
330.407407
1,293
49.7
37
0
7,273
L
300.2
330.037037
1,202
59.5
40
0
7,274
M
300.2
330.037037
1,704
29.2
42
0
7,275
M
300.2
330.037037
1,478
38.1
45
0
7,276
L
300.2
330.037037
1,514
38.7
48
0
7,277
M
300.1
330.037037
1,350
48.8
50
0
7,278
L
300.1
329.666667
1,475
54.2
53
0
7,279
H
300
329.296296
1,714
28.7
55
0
7,280
L
300
329.296296
1,465
40.9
60
0
7,281
L
299.9
329.666667
1,288
69.6
62
1
7,282
L
300
329.666667
1,675
29.7
64
0
7,283
L
300
329.666667
1,486
36.4
66
0
7,284
M
300
329.666667
1,443
58.7
68
0
7,285
M
300.1
330.037037
1,345
57.1
71
0
7,286
M
300.2
330.407407
1,202
61.7
74
0
7,287
M
300.1
330.407407
1,480
37.1
77
0
7,288
M
300.2
330.407407
1,530
35.7
80
0
7,289
M
300.2
331.148148
1,983
20.8
83
0
7,290
L
300.3
331.148148
1,433
53.8
86
0
7,291
L
300.3
331.148148
1,806
24.4
88
0
7,292
L
300.2
330.777778
1,416
46.7
90
0
7,293
M
300.1
330.407407
1,556
38.1
92
0
7,294
L
300.1
330.777778
1,627
29.2
95
0
7,295
L
300.1
331.148148
1,809
24.3
97
0
7,296
M
300.1
330.777778
1,329
57.4
99
0
7,297
H
300
330.407407
1,881
21.9
102
0
7,298
L
300.1
330.777778
1,500
39.8
107
0
7,299
L
300.1
330.777778
1,532
36
109
0
7,300
L
300.1
330.777778
1,492
50.9
111
0