UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
4,101
L
302
330.407407
1,895
23.2
161
0
4,102
L
301.9
330.407407
1,884
23.4
163
0
4,103
L
302
330.407407
1,450
46.6
165
0
4,104
L
302
330.407407
1,448
43.4
167
0
4,105
L
302.1
330.777778
1,389
49.6
169
0
4,106
L
302
331.148148
1,583
35.2
171
0
4,107
L
301.9
330.777778
1,425
51.1
173
0
4,108
L
302
330.777778
1,809
27.1
175
0
4,109
L
301.9
330.777778
1,892
21.8
177
0
4,110
M
301.9
331.148148
1,475
47.8
179
0
4,111
L
302
331.148148
1,361
46.7
182
0
4,112
M
302
331.148148
1,563
41
184
0
4,113
H
301.9
330.777778
1,472
39.7
187
0
4,114
L
302
331.148148
1,325
55.3
192
0
4,115
L
302
331.148148
1,358
53.1
194
0
4,116
H
302
331.148148
1,346
54.7
196
0
4,117
M
302
330.777778
1,381
58.4
201
0
4,118
L
301.9
330.777778
1,340
55.7
204
1
4,119
L
302
331.148148
1,366
47.7
206
0
4,120
L
302.1
331.518519
1,325
45.1
208
1
4,121
M
302.1
331.518519
1,376
46.3
210
1
4,122
M
302.1
331.518519
1,364
47.8
213
1
4,123
L
302.2
331.148148
1,462
43.6
0
0
4,124
M
302.1
331.148148
1,517
38.9
2
0
4,125
L
302.1
331.148148
1,385
53.6
5
0
4,126
L
302.1
331.148148
1,439
40
7
0
4,127
M
302
331.148148
1,623
34.3
9
0
4,128
H
302
331.148148
1,438
43.2
12
0
4,129
L
301.9
330.407407
1,708
24.8
17
0
4,130
M
301.8
330.037037
1,666
32.7
19
0
4,131
L
301.9
330.407407
1,286
62.8
22
1
4,132
L
301.9
330.037037
1,485
46.3
24
0
4,133
M
301.8
330.037037
1,409
52.5
26
0
4,134
L
301.8
330.037037
1,765
27.3
29
0
4,135
L
301.8
330.037037
1,688
28.8
31
0
4,136
M
301.7
330.037037
1,787
26.7
33
0
4,137
L
301.7
329.296296
1,487
48
36
0
4,138
L
301.7
329.296296
1,384
50.5
38
0
4,139
L
301.7
329.666667
1,311
57.4
40
1
4,140
H
301.7
329.666667
1,620
30.8
42
0
4,141
L
301.7
329.666667
1,331
61.2
47
1
4,142
H
301.7
329.296296
1,462
38.3
49
0
4,143
L
301.7
329.296296
1,424
50.2
54
0
4,144
L
301.7
329.296296
1,500
39.6
56
0
4,145
L
301.8
329.296296
1,738
28
58
0
4,146
M
301.8
330.037037
1,465
46.5
60
0
4,147
L
301.8
330.037037
1,482
41.4
63
0
4,148
L
301.9
330.037037
1,398
44
65
0
4,149
L
301.9
330.037037
1,972
21.3
67
0
4,150
L
301.9
330.407407
1,603
37.6
69
0
4,151
L
301.9
330.407407
1,610
34.8
71
0
4,152
M
301.9
330.407407
1,373
48
73
1
4,153
M
302
330.777778
1,425
44.7
76
0
4,154
M
302
330.407407
1,212
55.6
79
1
4,155
M
302
330.407407
1,828
26.3
82
0
4,156
L
302
330.777778
1,370
44.4
85
1
4,157
M
302
330.777778
1,823
25.1
87
0
4,158
L
302
330.777778
1,263
60.6
90
1
4,159
L
301.9
330.407407
1,889
21.5
92
0
4,160
M
302
330.777778
1,639
32.9
94
0
4,161
M
302
330.407407
1,608
33.1
97
0
4,162
H
301.9
330.037037
1,653
32.4
100
0
4,163
L
302
330.407407
1,591
29.8
105
0
4,164
L
302.1
330.777778
1,696
30.9
107
0
4,165
L
302.2
331.148148
1,346
47.5
109
1
4,166
M
302.2
330.777778
1,507
40.4
111
0
4,167
H
302.3
331.148148
1,525
48.7
114
0
4,168
M
302.3
331.518519
1,559
33.9
119
0
4,169
L
302.2
331.148148
1,632
30.5
122
0
4,170
L
302.1
330.777778
1,559
36
124
0
4,171
M
302.2
331.148148
1,355
51.5
126
1
4,172
M
302.2
330.777778
1,832
23.7
129
0
4,173
L
302.2
331.148148
1,386
50
132
0
4,174
M
302.2
331.148148
1,346
49.2
134
1
4,175
L
302.3
331.518519
1,499
37.8
137
0
4,176
L
302.3
331.518519
1,612
33.4
139
0
4,177
M
302.3
331.518519
1,544
39.7
141
0
4,178
L
302.5
332.259259
1,477
39.2
144
0
4,179
L
302.5
332.259259
1,624
34.4
146
0
4,180
L
302.4
332.259259
1,349
46.1
148
1
4,181
L
302.4
331.888889
1,686
28.8
150
0
4,182
M
302.4
331.518519
1,521
40.4
152
0
4,183
L
302.4
331.518519
1,362
54.8
155
1
4,184
L
302.3
331.518519
1,402
50.9
157
0
4,185
L
302.2
331.148148
1,334
53.2
159
1
4,186
L
302.2
331.148148
1,348
48.4
161
1
4,187
M
302.2
331.148148
1,570
34.6
163
0
4,188
M
302.2
331.518519
1,601
33
166
0
4,189
M
302.3
331.888889
1,611
31.8
169
0
4,190
L
302.4
332.259259
1,560
31.8
172
0
4,191
H
302.4
332.259259
1,444
40.7
174
0
4,192
L
302.4
332.62963
1,317
59.4
179
0
4,193
M
302.5
332.62963
1,463
43.1
181
0
4,194
L
302.4
333
1,634
34.2
184
0
4,195
L
302.4
332.62963
1,423
46.2
186
0
4,196
L
302.5
332.62963
1,548
38.4
188
0
4,197
M
302.5
332.62963
1,563
35.6
190
0
4,198
L
302.4
332.62963
1,573
36.5
193
0
4,199
M
302.4
333
1,432
44.5
195
0
4,200
M
302.5
333
1,638
32
198
0