UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
3,101
L
299.8
325.592593
1,578
42.1
191
0
3,102
H
299.8
325.222222
1,467
37.3
193
0
3,103
L
299.9
325.592593
1,412
48.3
198
0
3,104
L
299.8
325.592593
1,668
30.3
200
0
3,105
M
299.8
325.962963
1,678
29.8
202
0
3,106
L
299.8
325.592593
1,612
35.4
205
0
3,107
L
299.8
325.592593
1,485
39.9
207
0
3,108
M
299.8
325.592593
1,456
39.4
209
0
3,109
L
299.8
325.962963
1,504
38.7
212
0
3,110
L
299.9
325.962963
1,491
44.3
214
0
3,111
H
299.9
325.962963
1,525
33.2
0
0
3,112
L
300
325.962963
1,759
27.9
5
0
3,113
M
299.8
325.592593
1,355
56.7
7
0
3,114
M
299.9
325.592593
1,345
56.8
10
0
3,115
M
299.9
325.962963
1,683
30.5
13
0
3,116
L
299.9
325.962963
1,658
34.8
16
0
3,117
L
300
325.962963
1,566
34.4
18
0
3,118
M
300.1
326.333333
1,469
43.9
20
0
3,119
M
300.2
327.074074
1,458
46.9
23
0
3,120
L
300.1
326.703704
1,858
23.6
26
0
3,121
H
300.1
326.703704
1,563
40.8
28
0
3,122
L
300.1
326.703704
2,141
17.9
33
0
3,123
L
300
326.333333
1,473
46
35
0
3,124
H
300
326.703704
1,498
38.5
37
0
3,125
L
300.1
326.703704
1,568
39.7
42
0
3,126
L
300.1
326.703704
1,694
27.4
44
0
3,127
L
300
326.703704
1,499
35.7
46
0
3,128
L
300
327.074074
1,717
28.3
48
0
3,129
M
300.1
327.074074
1,462
42.8
50
0
3,130
L
300.1
327.444444
1,642
34.5
53
0
3,131
L
300.1
327.444444
1,760
25.4
55
0
3,132
L
300.1
327.074074
1,660
32.7
57
0
3,133
L
300.1
327.074074
1,557
40.6
59
0
3,134
H
300.2
327.444444
1,442
49.2
61
0
3,135
L
300.2
327.444444
1,359
51.5
66
0
3,136
L
300.4
328.185185
1,342
52.5
68
0
3,137
L
300.4
328.555556
1,435
54.8
70
0
3,138
L
300.4
328.555556
1,567
36.5
72
0
3,139
L
300.4
328.555556
1,376
43.5
74
0
3,140
H
300.4
328.555556
1,513
38.7
76
0
3,141
H
300.4
328.555556
2,563
12.8
81
1
3,142
L
300.5
328.925926
1,521
45.1
86
0
3,143
L
300.6
328.925926
1,658
34.7
88
0
3,144
H
300.6
328.925926
1,419
42.4
90
0
3,145
M
300.6
328.925926
1,478
36.3
95
0
3,146
M
300.5
328.925926
1,415
43.5
98
0
3,147
M
300.5
328.555556
1,780
26.5
101
0
3,148
M
300.4
327.814815
1,440
42.8
104
0
3,149
H
300.4
328.185185
1,448
39.7
107
0
3,150
H
300.4
327.814815
1,500
35.2
112
0
3,151
L
300.4
328.185185
1,513
32.9
117
0
3,152
L
300.5
328.185185
1,428
43.8
119
0
3,153
M
300.5
328.185185
1,473
42.3
121
0
3,154
M
300.5
328.555556
1,483
49.3
124
0
3,155
L
300.4
327.814815
1,534
42.5
127
0
3,156
L
300.5
328.185185
1,367
54
129
0
3,157
L
300.4
327.814815
1,467
36.9
131
0
3,158
M
300.4
327.814815
1,488
42.2
133
0
3,159
L
300.4
327.814815
1,679
30.1
136
0
3,160
H
300.4
328.185185
1,409
47.5
138
0
3,161
M
300.4
327.814815
1,367
51.2
143
0
3,162
L
300.4
328.185185
1,314
63.1
146
0
3,163
L
300.5
328.555556
1,480
40
148
0
3,164
L
300.4
328.185185
1,549
38.9
150
0
3,165
L
300.4
327.814815
1,685
31.3
152
0
3,166
L
300.4
327.444444
1,536
34.5
154
0
3,167
M
300.4
327.814815
1,539
37.7
156
0
3,168
L
300.4
327.814815
1,384
45.1
159
0
3,169
M
300.4
327.444444
1,614
30.3
161
0
3,170
M
300.4
327.444444
1,675
35.5
164
0
3,171
M
300.4
327.814815
1,685
32.3
167
0
3,172
L
300.4
327.444444
1,386
56.9
170
0
3,173
M
300.3
327.444444
1,488
41.3
172
0
3,174
L
300.3
327.444444
1,624
32.6
175
0
3,175
L
300.3
327.444444
1,600
34.6
177
0
3,176
L
300.3
327.444444
1,468
44.7
179
0
3,177
L
300.3
327.444444
1,435
45.4
181
0
3,178
M
300.2
327.074074
1,564
33.4
183
0
3,179
M
300.2
326.703704
1,329
53.6
186
0
3,180
L
300.1
326.333333
1,570
36.8
189
0
3,181
M
300.2
326.703704
1,433
48.8
191
0
3,182
L
300.2
326.703704
1,527
37
194
0
3,183
M
300.1
326.333333
1,443
50.3
196
0
3,184
L
300.1
326.333333
1,616
32
199
0
3,185
L
300.1
326.333333
1,654
31
201
0
3,186
L
300.1
326.333333
1,685
27.1
203
0
3,187
M
300.2
326.703704
1,456
48.8
205
0
3,188
M
300.2
326.703704
1,752
27.8
208
0
3,189
M
300.1
325.962963
1,438
51
211
0
3,190
L
300.1
325.592593
1,551
33.7
214
0
3,191
L
300.1
325.962963
1,599
30.1
216
0
3,192
M
300.1
325.962963
1,732
33.7
218
0
3,193
M
300.1
325.962963
1,418
39.8
221
0
3,194
L
300
325.592593
1,401
44.5
0
0
3,195
L
300
325.222222
1,454
51.7
2
0
3,196
M
300
325.962963
1,635
32.4
4
0
3,197
L
300
325.592593
1,489
40.3
7
0
3,198
L
300
325.592593
1,465
40.6
9
0
3,199
M
300
325.592593
1,463
45.7
11
0
3,200
H
300.1
325.592593
1,560
35.4
14
0