UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
6,101
M
300.8
331.518519
1,886
21.1
44
0
6,102
L
300.7
331.148148
1,616
29.6
47
0
6,103
L
300.7
331.518519
1,442
43.2
49
0
6,104
L
300.8
331.888889
1,407
45.1
51
0
6,105
M
300.8
331.888889
1,461
41.3
53
0
6,106
M
300.8
332.259259
1,522
46.2
56
0
6,107
L
300.9
332.62963
1,432
48.1
59
0
6,108
L
300.9
332.62963
1,438
49
61
0
6,109
M
300.8
332.259259
1,678
28.1
63
0
6,110
M
300.8
332.259259
1,514
38.7
66
0
6,111
L
300.7
331.888889
1,534
41.3
69
0
6,112
M
300.7
331.888889
1,486
41.2
71
0
6,113
L
300.7
331.888889
1,925
22
74
0
6,114
M
300.7
331.888889
1,724
30
76
0
6,115
M
300.8
331.888889
1,549
35.5
79
0
6,116
L
300.8
332.259259
1,457
47.7
82
0
6,117
L
300.8
332.259259
1,453
43.9
84
0
6,118
L
300.8
332.62963
1,578
44.4
86
0
6,119
M
300.9
333
1,325
61.4
88
0
6,120
L
300.9
333
1,471
39.3
91
0
6,121
M
300.9
333.37037
1,472
40
93
0
6,122
L
300.9
333
1,457
37.4
96
0
6,123
L
301
332.62963
1,402
55.3
98
0
6,124
L
300.9
332.259259
1,477
41.5
100
0
6,125
M
300.9
332.259259
1,727
30.1
102
0
6,126
L
300.9
332.259259
1,995
20.2
105
0
6,127
L
300.9
332.259259
1,370
52.5
107
0
6,128
L
300.9
332.259259
1,228
66.4
109
0
6,129
L
300.9
332.62963
1,499
38
111
0
6,130
M
301
332.62963
1,508
46.9
113
0
6,131
L
301
332.259259
1,473
44.2
116
0
6,132
H
301
332.62963
1,640
37.6
118
0
6,133
L
301.1
333
1,429
42.5
123
0
6,134
L
301.1
333
1,470
40.9
125
0
6,135
L
301
332.62963
1,581
37
127
0
6,136
L
301
332.259259
1,740
28.9
129
0
6,137
H
300.9
331.888889
1,390
40.6
131
0
6,138
M
300.9
331.888889
1,988
19.7
136
0
6,139
M
300.8
331.518519
1,452
43
139
0
6,140
L
300.8
331.518519
1,586
33.4
142
0
6,141
L
300.8
331.518519
1,589
34.3
144
0
6,142
L
300.8
331.888889
1,486
45.7
146
0
6,143
L
300.9
332.259259
1,755
27.9
148
0
6,144
M
301
332.259259
1,575
34.6
150
0
6,145
M
301.1
333
1,615
37.7
153
0
6,146
M
301.1
333
1,436
41.8
156
0
6,147
M
301.1
333
1,470
40.6
159
0
6,148
M
301.1
333
2,089
19.8
162
0
6,149
L
301.1
333.37037
1,564
37
165
0
6,150
M
301
333
1,420
47.4
167
0
6,151
L
301.1
333
1,711
29.1
170
0
6,152
L
301.1
333.37037
1,555
35.3
172
0
6,153
M
301.1
333
1,592
35.7
174
0
6,154
L
301
333
1,236
64.4
177
1
6,155
M
301
332.259259
1,765
24.2
179
0
6,156
L
301
332.62963
1,634
31.2
182
0
6,157
L
301.1
333
1,508
41.5
184
0
6,158
L
301.1
333.37037
1,774
29.6
186
0
6,159
L
301.1
332.62963
1,677
29.1
188
0
6,160
L
301
332.62963
1,399
58
190
1
6,161
L
301
332.259259
1,570
34
192
0
6,162
L
301
332.259259
1,479
44.3
194
0
6,163
L
301
331.888889
1,558
34.9
196
0
6,164
L
300.8
331.518519
1,358
48.1
198
0
6,165
H
300.9
331.518519
1,656
30.7
200
0
6,166
L
300.9
331.518519
1,523
35.8
205
0
6,167
H
300.9
331.518519
1,403
40.6
207
0
6,168
M
300.9
331.518519
1,362
51.6
212
0
6,169
M
300.7
331.148148
1,778
27.1
215
0
6,170
L
300.7
330.777778
1,448
38.2
218
0
6,171
H
300.8
330.777778
1,559
40.1
220
0
6,172
L
300.8
331.148148
1,416
42.2
225
0
6,173
L
300.8
331.148148
1,577
37.9
227
1
6,174
L
300.8
331.518519
1,633
27.8
0
0
6,175
L
300.9
331.518519
1,573
31.2
2
0
6,176
L
300.9
331.888889
1,517
44.3
4
0
6,177
L
301
332.259259
1,515
37.3
6
0
6,178
L
301
331.888889
1,527
45.3
8
0
6,179
L
301.1
332.259259
1,282
67.9
10
1
6,180
M
301.1
332.259259
1,396
45.1
12
0
6,181
L
301
332.259259
1,492
44.6
15
0
6,182
L
301
331.888889
1,975
19.7
17
0
6,183
L
301
331.888889
1,475
35.3
19
0
6,184
H
301
332.259259
1,495
37.3
21
0
6,185
L
301
332.62963
1,553
35.8
26
0
6,186
L
301.1
332.62963
1,918
21.7
28
0
6,187
M
301.1
332.62963
1,413
46.6
30
0
6,188
L
301
332.62963
1,437
56
33
0
6,189
L
301
332.259259
1,450
45.9
35
0
6,190
M
301
332.259259
1,910
21.9
37
0
6,191
L
300.9
332.259259
1,749
26.4
40
0
6,192
H
301
332.259259
1,916
22
42
0
6,193
L
301
332.259259
1,428
45.3
47
0
6,194
L
301
332.259259
1,578
38.4
49
0
6,195
L
300.9
331.888889
1,571
39.9
51
0
6,196
L
300.9
331.888889
1,729
30.2
53
0
6,197
L
300.9
331.888889
1,701
30.4
55
0
6,198
L
300.9
331.888889
1,493
45.8
57
0
6,199
M
301
332.259259
1,554
32.7
59
0
6,200
L
300.9
332.259259
1,497
43.2
62
0