UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
5,101
M
304.2
341.888889
1,437
47.2
102
0
5,102
M
304.1
341.518519
1,518
42.4
105
0
5,103
M
304.1
341.888889
1,587
33.6
108
0
5,104
L
304.1
341.518519
1,399
43.7
111
0
5,105
L
304.1
341.888889
1,469
44.6
113
0
5,106
L
304.1
341.518519
1,374
56.6
115
0
5,107
L
304
341.148148
1,519
36.7
117
0
5,108
L
303.9
340.777778
1,540
44.4
119
0
5,109
L
303.9
341.148148
1,394
51.6
121
0
5,110
M
304
341.518519
1,389
45.8
123
0
5,111
M
304
341.888889
1,732
26.2
126
0
5,112
L
304.1
342.259259
1,556
37.4
129
0
5,113
M
304.1
342.259259
1,441
43.7
131
0
5,114
L
304.1
342.259259
1,382
46.7
134
0
5,115
M
304.2
343
1,481
44.9
136
0
5,116
M
304.2
342.62963
2,113
18.4
139
0
5,117
L
304.2
343
1,401
53.9
142
0
5,118
L
304.1
342.259259
1,611
31.4
144
0
5,119
M
304.2
342.259259
1,512
33.4
146
0
5,120
L
304.2
342.259259
1,411
46
149
0
5,121
M
304.2
342.259259
1,424
43.7
151
0
5,122
L
304.2
342.259259
1,469
40
154
0
5,123
H
304.2
341.888889
1,684
29.8
156
0
5,124
M
304.2
341.888889
1,532
41.3
161
0
5,125
M
304.2
341.888889
1,557
37.3
164
0
5,126
M
304.3
341.888889
1,416
48.1
167
0
5,127
L
304.3
341.888889
1,802
25.4
170
0
5,128
M
304.3
341.888889
2,245
15.1
172
0
5,129
L
304.2
341.518519
1,434
42.5
175
0
5,130
M
304.1
341.148148
1,725
28.3
177
0
5,131
L
304.2
341.148148
1,668
35.7
180
0
5,132
L
304.1
341.148148
1,452
43.9
182
0
5,133
L
304.1
341.148148
1,415
50
184
0
5,134
L
304.1
340.777778
1,824
25.8
186
0
5,135
L
304.1
341.148148
1,438
45.5
188
0
5,136
L
304.1
341.148148
1,883
24.5
190
0
5,137
L
304.2
341.518519
1,735
28.9
192
0
5,138
L
304.3
341.888889
1,464
36.7
194
0
5,139
M
304.3
342.259259
1,489
40.3
196
0
5,140
M
304.4
342.259259
1,510
38.9
199
0
5,141
M
304.3
342.259259
1,585
32.1
202
0
5,142
L
304.4
342.62963
1,509
35
205
1
5,143
L
304.4
342.259259
1,568
39.1
0
0
5,144
M
304.3
341.888889
1,525
42
2
0
5,145
L
304.4
342.62963
1,607
33.5
5
0
5,146
L
304.5
342.62963
1,670
32.9
7
0
5,147
L
304.4
342.259259
1,585
38.9
9
0
5,148
L
304.4
342.259259
1,569
38.4
11
0
5,149
L
304.4
342.259259
1,507
43.1
13
0
5,150
L
304.3
341.888889
1,452
41.5
15
0
5,151
L
304.3
341.888889
1,590
29.8
17
0
5,152
L
304.3
342.259259
1,409
56
19
0
5,153
L
304.3
341.888889
2,643
12.7
21
0
5,154
L
304.2
341.518519
1,644
31.7
23
0
5,155
L
304.2
341.518519
1,568
37.6
25
0
5,156
H
304.2
341.148148
1,625
37.3
27
0
5,157
L
304.2
341.518519
1,482
41.4
32
0
5,158
H
304.1
341.148148
1,397
49.6
34
0
5,159
L
304.1
341.148148
1,459
50.3
39
0
5,160
L
304.2
341.518519
1,490
44
41
0
5,161
L
304.1
340.777778
1,434
50.1
43
0
5,162
M
304.1
340.777778
2,028
18.9
45
0
5,163
L
304.2
341.148148
1,464
45.9
48
0
5,164
M
304.2
341.518519
1,713
23.5
50
0
5,165
M
304.3
341.518519
1,624
32.1
53
0
5,166
L
304.2
341.518519
1,421
43.4
56
0
5,167
H
304.2
341.888889
1,546
41.4
58
0
5,168
L
304.2
341.518519
1,639
32.7
63
0
5,169
H
304.1
341.518519
1,696
29.6
65
0
5,170
L
304.1
341.148148
1,470
39.9
70
0
5,171
M
304.1
341.148148
1,480
38.4
72
0
5,172
M
304.2
341.518519
1,329
54.5
75
0
5,173
L
304.2
341.518519
1,740
28.2
78
0
5,174
M
304.2
341.888889
1,739
28.1
80
0
5,175
M
304.2
341.888889
1,390
47.8
83
0
5,176
L
304.2
341.518519
1,740
23.7
86
0
5,177
M
304
341.148148
1,844
27.1
88
0
5,178
H
304
340.407407
1,388
53.2
91
0
5,179
H
304
340.777778
1,517
43.1
96
0
5,180
M
304
340.407407
1,450
42.8
101
0
5,181
L
304
340.777778
1,584
38.7
104
0
5,182
L
304
340.407407
1,720
28.7
106
0
5,183
L
303.9
340.407407
1,586
31.9
108
0
5,184
M
303.9
340.037037
1,901
22.5
110
0
5,185
L
304
340.037037
1,397
42.4
113
0
5,186
L
304
340.037037
2,012
21.1
115
0
5,187
L
304
340.037037
2,354
15
117
0
5,188
L
304
340.407407
1,648
35.7
119
0
5,189
L
304
340.777778
1,632
30.6
121
0
5,190
M
304.1
340.777778
1,427
46.9
123
0
5,191
L
304.1
340.777778
1,452
48
126
0
5,192
L
304
340.777778
1,416
46
128
0
5,193
L
303.9
340.407407
1,310
62.9
130
0
5,194
H
304
340.407407
1,408
39.8
132
0
5,195
M
303.9
340.407407
1,668
34.4
137
0
5,196
L
303.9
340.037037
1,551
36.8
140
0
5,197
H
303.9
340.037037
1,517
36
142
0
5,198
H
303.8
339.666667
1,570
35.8
147
0
5,199
L
303.8
339.296296
1,428
53.3
152
0
5,200
L
303.8
339.296296
1,503
40
154
0