UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
1,101
H
296.8
319.666667
1,695
30
33
0
1,102
H
296.7
319.666667
1,607
33.6
38
0
1,103
L
296.8
319.666667
1,347
54.8
43
0
1,104
M
296.7
319.296296
1,540
38.7
45
0
1,105
L
296.6
319.296296
1,389
42.7
48
0
1,106
M
296.6
319.666667
1,734
27
50
0
1,107
L
296.7
320.037037
1,540
38.6
53
0
1,108
M
296.7
319.666667
1,515
42.1
55
0
1,109
L
296.6
319.296296
1,504
45.8
58
0
1,110
L
296.6
319.666667
1,557
35.1
60
0
1,111
L
296.5
319.296296
1,292
52.5
62
0
1,112
H
296.5
319.296296
1,432
49.2
64
0
1,113
M
296.5
319.296296
1,350
55.6
69
0
1,114
M
296.6
319.296296
1,790
25.8
72
0
1,115
H
296.4
318.925926
1,540
37.4
75
0
1,116
M
296.4
318.925926
2,077
19.1
80
0
1,117
L
296.4
318.925926
1,487
37.5
83
0
1,118
L
296.5
319.296296
1,523
40.7
85
0
1,119
L
296.5
319.666667
1,443
41.8
87
0
1,120
L
296.5
319.666667
1,340
59.1
89
0
1,121
H
296.6
320.407407
1,654
31
91
0
1,122
L
296.6
320.037037
1,459
40.2
96
0
1,123
L
296.5
320.037037
1,541
38.5
98
0
1,124
H
296.6
320.407407
1,386
62.3
100
1
1,125
M
296.7
320.777778
1,258
69
105
1
1,126
M
296.7
320.777778
1,375
51.4
108
0
1,127
L
296.8
321.148148
1,706
30.8
111
0
1,128
M
296.7
320.777778
1,672
32.4
113
0
1,129
M
296.8
321.148148
1,843
25.2
116
0
1,130
L
296.7
321.148148
1,690
29.6
119
0
1,131
L
296.8
321.148148
1,413
46.5
121
0
1,132
L
296.8
321.148148
1,489
33.4
123
0
1,133
L
296.8
321.148148
1,271
61.4
125
0
1,134
M
296.8
321.148148
1,418
47.9
127
0
1,135
M
296.9
320.777778
1,426
50.7
130
0
1,136
L
296.9
321.148148
1,535
39.2
133
0
1,137
L
296.9
320.777778
1,557
38.1
135
0
1,138
L
296.9
320.777778
1,653
29.7
137
0
1,139
L
296.9
321.148148
1,435
41.6
139
0
1,140
M
297
321.148148
1,569
33.3
141
0
1,141
M
296.9
321.148148
1,385
44.8
144
0
1,142
L
297
321.148148
1,635
31.6
147
0
1,143
L
296.9
321.148148
1,423
43.9
149
0
1,144
L
297
321.148148
1,479
39.2
151
0
1,145
L
297
321.148148
1,296
69.1
153
1
1,146
L
297
320.777778
1,553
33.3
155
0
1,147
L
297
321.148148
1,529
42.2
157
0
1,148
M
297.1
321.518519
1,690
25.6
159
0
1,149
L
297.1
321.518519
1,348
58
162
0
1,150
L
297.2
321.888889
1,446
38.5
164
0
1,151
L
297.1
321.148148
1,456
50
166
0
1,152
L
297
321.148148
1,350
47.7
168
0
1,153
L
297.1
321.148148
1,507
38.3
170
0
1,154
H
297
321.148148
1,448
45.6
172
0
1,155
L
296.9
321.148148
1,626
29.9
177
0
1,156
H
297
321.148148
1,846
27.3
179
0
1,157
H
297
320.777778
1,404
40.7
184
0
1,158
L
297
320.777778
1,583
37.2
189
0
1,159
L
297
321.148148
1,436
47.7
191
0
1,160
L
297
320.777778
1,609
35.6
193
0
1,161
H
297
320.407407
1,834
23.8
195
0
1,162
L
297
320.777778
1,316
61.2
200
1
1,163
L
296.9
320.777778
1,400
57.1
202
1
1,164
L
296.9
321.148148
1,367
47.1
204
0
1,165
L
297.1
321.888889
1,754
30.3
206
0
1,166
L
297.1
321.888889
1,487
34.6
208
0
1,167
M
297.1
321.888889
1,506
37.7
210
0
1,168
L
297
321.888889
1,362
52.5
213
1
1,169
L
297.1
321.888889
1,584
36.8
215
0
1,170
L
297
321.888889
1,355
43.7
217
0
1,171
M
297.1
321.888889
1,823
24.3
219
0
1,172
H
297
321.888889
1,517
41.4
222
0
1,173
L
297.1
321.888889
1,446
36.6
227
0
1,174
H
297.1
321.518519
1,559
38.8
229
0
1,175
M
297.1
321.888889
1,352
44.4
0
0
1,176
M
297.2
322.62963
1,578
37.8
3
0
1,177
M
297.2
322.62963
1,429
42
6
0
1,178
M
297.2
322.62963
1,604
39.4
9
0
1,179
L
297.3
323.37037
1,398
60.4
12
0
1,180
L
297.3
323
1,441
43.4
14
0
1,181
H
297.3
323
1,531
35.6
16
0
1,182
L
297.2
322.62963
1,379
52.1
21
0
1,183
L
297.3
322.62963
1,410
48.1
23
0
1,184
L
297.3
323
1,513
40.5
25
0
1,185
L
297.3
323.37037
1,497
47.5
27
0
1,186
L
297.3
323
1,491
46.5
29
0
1,187
L
297.3
323
1,417
47.8
31
0
1,188
M
297.4
323.740741
1,522
38
33
0
1,189
L
297.3
323
1,339
52.1
36
0
1,190
M
297.2
322.62963
1,794
27.5
38
0
1,191
L
297.2
323
1,460
42.1
41
0
1,192
M
297.2
322.62963
1,776
28
43
0
1,193
M
297.2
322.62963
1,431
43.7
46
0
1,194
L
297.1
322.259259
1,347
50.8
49
0
1,195
M
297
321.888889
1,507
43.1
51
0
1,196
M
297
321.518519
1,408
47.9
54
0
1,197
M
297
321.148148
1,493
34.7
57
0
1,198
M
296.9
321.148148
1,441
47.6
60
0
1,199
H
296.9
321.148148
1,557
36.5
63
0
1,200
M
296.9
321.148148
1,979
20.4
68
0