UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
7,101
L
300.7
329.666667
1,569
32.8
31
0
7,102
L
300.8
329.666667
1,850
22.8
33
0
7,103
M
300.8
330.037037
1,494
42.2
35
0
7,104
H
300.8
330.037037
1,777
30.1
38
0
7,105
L
300.9
330.407407
1,454
43.1
43
0
7,106
L
300.9
330.407407
1,536
34.2
45
0
7,107
L
300.8
330.777778
1,482
39
47
0
7,108
H
300.9
330.777778
1,512
41.2
49
0
7,109
M
300.8
330.777778
1,511
35.8
54
0
7,110
L
300.9
330.777778
1,599
40.5
57
0
7,111
M
300.8
330.407407
1,518
36
59
0
7,112
M
300.8
330.407407
1,450
39.4
62
0
7,113
L
300.9
330.407407
1,427
47
65
0
7,114
L
300.9
330.407407
1,561
32.7
67
0
7,115
H
300.9
330.407407
1,457
43.8
69
0
7,116
M
301
331.148148
1,460
53.6
74
0
7,117
L
301
330.777778
1,601
33.2
77
0
7,118
L
300.9
330.777778
1,570
40.1
79
0
7,119
L
300.9
330.777778
1,565
35.9
81
0
7,120
L
301
330.777778
1,378
44.4
83
0
7,121
L
300.9
330.777778
2,288
16.1
85
0
7,122
M
300.9
330.407407
1,375
44.7
87
0
7,123
L
300.9
330.407407
1,788
27.8
90
0
7,124
M
300.9
330.407407
1,576
40.4
92
0
7,125
M
300.8
330.037037
1,868
24.5
95
0
7,126
L
300.7
329.296296
1,261
56.6
98
0
7,127
M
300.6
328.925926
1,542
33.9
100
0
7,128
L
300.6
328.925926
1,438
53.8
103
0
7,129
L
300.6
328.925926
1,511
36.9
105
0
7,130
L
300.6
328.925926
1,635
31
107
0
7,131
L
300.6
328.555556
1,428
48.8
109
0
7,132
M
300.5
328.185185
1,410
44.4
111
0
7,133
L
300.5
328.555556
1,423
47.9
114
0
7,134
M
300.5
328.555556
1,552
41.3
116
0
7,135
M
300.5
328.925926
1,406
50.2
119
0
7,136
L
300.5
328.555556
1,443
48.3
122
0
7,137
M
300.5
328.555556
1,343
63.7
124
0
7,138
M
300.6
328.925926
1,486
41.2
127
0
7,139
L
300.6
329.296296
1,297
50
130
0
7,140
L
300.6
329.296296
1,495
42.3
132
0
7,141
L
300.5
328.555556
1,382
46.5
134
0
7,142
M
300.4
328.185185
1,356
44.4
136
0
7,143
H
300.3
327.814815
1,452
41.5
139
0
7,144
H
300.3
327.814815
1,582
30.8
144
0
7,145
M
300.4
328.185185
1,517
40.3
149
0
7,146
L
300.5
328.925926
1,413
44.5
152
0
7,147
L
300.4
328.555556
1,496
31.8
154
0
7,148
L
300.3
328.185185
1,466
41.2
156
0
7,149
M
300.3
328.185185
1,617
40.8
158
0
7,150
L
300.2
328.185185
1,506
41.8
161
0
7,151
L
300.2
328.185185
1,401
49.3
163
0
7,152
H
300.2
328.555556
1,906
22.9
165
0
7,153
L
300.2
328.555556
1,566
36.4
170
0
7,154
L
300.2
328.925926
1,493
47.3
172
0
7,155
L
300.3
329.296296
1,483
39.9
174
0
7,156
M
300.2
328.555556
1,569
31.2
176
0
7,157
M
300.2
328.925926
1,664
30.7
179
0
7,158
L
300.2
328.925926
1,486
40.1
182
0
7,159
L
300.2
328.925926
1,389
53.6
184
0
7,160
L
300.1
328.925926
1,511
41.7
186
0
7,161
M
300.2
329.296296
1,485
40.5
188
0
7,162
L
300.2
329.666667
1,440
42.9
191
0
7,163
L
300.2
329.666667
1,378
43.9
193
0
7,164
M
300.1
329.296296
1,501
39.3
195
0
7,165
M
300.2
329.296296
1,474
44
198
0
7,166
L
300.2
329.296296
1,392
47.9
201
0
7,167
M
300.3
329.666667
1,429
44.7
203
0
7,168
L
300.3
330.037037
1,362
60.3
206
1
7,169
L
300.3
330.037037
1,704
29.5
0
0
7,170
L
300.3
329.666667
1,492
52.3
2
0
7,171
M
300.3
329.666667
1,442
39.5
4
0
7,172
M
300.2
329.666667
1,438
51.5
7
0
7,173
M
300.1
329.296296
1,402
46.6
10
0
7,174
L
300.1
329.296296
1,684
30.8
13
0
7,175
L
300.2
329.666667
1,530
48.5
15
0
7,176
L
300.1
329.296296
1,569
43.5
17
0
7,177
L
300.1
329.296296
1,650
31.6
19
0
7,178
L
300.2
329.666667
1,415
49.6
21
0
7,179
L
300.2
329.666667
1,600
31.5
23
0
7,180
L
300.2
329.296296
1,523
42.3
25
0
7,181
M
300.2
329.666667
1,628
30.3
27
0
7,182
L
300.2
330.037037
1,331
52.1
30
0
7,183
L
300.3
330.037037
2,158
16.8
32
0
7,184
L
300.2
330.037037
1,445
50.9
34
0
7,185
M
300.2
330.037037
1,593
36.1
36
0
7,186
L
300.3
330.407407
1,672
29.2
39
0
7,187
M
300.4
330.777778
1,644
31.4
41
0
7,188
L
300.4
330.777778
1,402
54.3
44
0
7,189
L
300.4
330.407407
1,286
56.8
46
0
7,190
L
300.4
330.407407
1,486
46.3
48
0
7,191
L
300.3
330.037037
1,345
46.3
50
0
7,192
L
300.3
330.037037
1,629
34.1
52
0
7,193
M
300.2
329.666667
1,429
43.8
54
0
7,194
L
300.1
329.296296
1,306
64.7
57
0
7,195
L
300.1
329.296296
1,380
52.6
59
0
7,196
M
300.1
329.296296
1,443
49.3
61
0
7,197
H
300.1
329.296296
1,426
42.7
64
0
7,198
L
300
328.925926
1,486
41.8
69
0
7,199
M
300
328.555556
1,530
34.5
71
0
7,200
L
300
328.555556
1,507
41.4
74
0