UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
null
2
297.8
321.148148
1,802
25.8
43
null
null
2
296.6
319.296296
1,544
42.3
170
null
null
2
302.4
334.111111
1,534
40.1
41
null
null
2
297.6
323.37037
1,360
48.6
77
null
null
1
302.8
331.148148
1,671
30.5
201
null
null
2
303.4
338.925926
1,594
32.8
79
null
null
1
300.4
335.962963
1,868
21.3
92
null
null
0
298
321.148148
1,482
37.8
132
null
null
2
301.9
331.518519
1,511
37.6
70
null
null
1
299.2
330.037037
1,610
33.3
233
null
null
1
300.4
327.074074
1,349
50.4
30
null
null
1
301.5
330.777778
2,289
16.4
112
null
null
0
300.3
327.814815
1,582
30.8
144
null
null
0
300.9
334.111111
1,387
42.7
121
null
null
2
303.9
340.777778
1,608
40.6
79
null
null
2
302.4
334.111111
1,508
41.2
60
null
null
2
298.9
322.259259
2,022
20
23
null
null
1
296.6
321.518519
1,978
22.3
208
null
null
1
303.6
340.037037
1,534
39.7
115
null
null
1
299.2
323
1,350
51.3
96
null
null
2
303.4
334.481482
1,817
24.7
125
null
null
2
298.8
328.185185
1,490
38.6
127
null
null
1
298.8
328.185185
1,634
33.6
27
null
null
1
299.8
329.666667
1,654
32.7
159
null
null
1
302
328.925926
1,664
28.6
190
null
null
1
301.2
331.148148
1,389
45.3
64
null
null
1
299.8
331.888889
1,409
51.9
154
null
null
2
297
321.148148
1,569
33.3
141
null
null
1
300.5
334.851852
1,444
49.3
92
null
null
1
299.4
323.740741
1,415
56.4
175
null
null
1
299.6
325.962963
1,540
36.7
221
null
null
2
303.8
339.296296
1,420
47.9
200
null
null
1
298.1
324.851852
2,136
15.9
78
null
null
2
298.1
324.481482
1,811
25.4
147
null
null
1
302.9
331.888889
1,610
32.2
17
null
null
1
298.2
323
1,452
43.5
158
null
null
2
298.1
321.518519
1,924
20.8
29
null
null
2
300.1
329.296296
1,501
39.3
195
null
null
1
299.5
326.333333
1,577
36.6
14
null
null
0
303.3
334.111111
1,651
30.6
50
null
null
0
302.7
331.888889
1,275
55
25
null
null
1
300.6
329.666667
1,622
34.1
3
null
null
2
301.4
331.518519
1,375
42
168
null
null
1
303.7
338.185185
1,641
36
125
null
null
1
299.8
326.703704
1,460
37.4
25
null
null
2
297.8
319.296296
1,330
51.7
183
null
null
1
298.4
326.333333
1,716
28.4
66
null
null
1
304.1
340.037037
1,566
37.2
7
null
null
1
297.6
323.740741
1,576
32.7
83
null
null
1
298.3
324.851852
1,708
28
42
null
null
1
302.6
330.777778
1,450
43.2
68
null
null
2
299.7
327.444444
1,540
34.4
91
null
null
1
298.8
327.074074
1,645
32.8
157
null
null
0
296.6
319.296296
1,333
50.2
177
null
null
2
300.8
331.148148
1,545
37.5
155
null
null
1
302.3
331.888889
1,465
43.8
7
null
null
1
297.2
321.518519
1,705
26
200
null
null
1
300.3
335.592593
1,746
26.3
187
null
null
1
301.5
330.777778
1,593
32.9
155
null
null
1
299
325.592593
1,394
45.1
179
null
null
2
300.7
327.444444
1,439
43
61
null
null
2
302.2
334.481482
1,479
39.5
36
null
null
1
297.3
321.148148
1,628
30.2
80
null
null
1
297.6
322.62963
1,658
34.3
59
null
null
0
300
334.111111
1,641
34.5
155
null
null
1
302
331.888889
2,143
17.3
227
null
null
2
298.6
327.074074
1,404
43.3
33
null
null
1
302.1
334.481482
1,444
44.9
97
null
null
1
301.7
333.37037
1,482
43.6
154
null
null
1
301.2
330.037037
1,548
38.6
59
null
null
0
302
331.148148
1,438
43.2
12
null
null
1
300.7
335.962963
1,486
35.8
32
null
null
1
303.6
335.962963
1,473
50.1
84
null
null
2
297.4
325.222222
1,497
41.8
144
null
null
2
302.4
332.62963
1,490
37.1
168
null
null
1
297.6
323.740741
1,529
45.3
15
null
null
1
301.8
331.148148
1,295
62.3
91
null
null
1
299.8
325.962963
1,400
42.6
210
null
null
2
295.8
315.962963
1,514
37.7
60
null
null
1
297.5
322.259259
1,610
33.6
115
null
null
1
297.1
323.37037
1,483
46.9
203
null
null
2
301.9
331.888889
1,563
39.2
39
null
null
1
301
332.259259
1,473
44.2
116
null
null
2
301
327.444444
1,397
48
135
null
null
2
303.3
335.592593
1,489
49.4
64
null
null
2
298.4
325.222222
1,507
36.1
191
null
null
1
302.6
336.703704
1,420
51.6
182
null
null
1
301.7
333.37037
1,517
42.4
113
null
null
1
298.6
327.074074
1,687
29.3
47
null
null
0
296.9
320.777778
1,345
54.5
172
null
null
1
300.8
327.444444
1,498
45.8
47
null
null
1
301.6
332.259259
1,706
29.5
193
null
null
1
297.4
323
1,421
46
124
null
null
1
300.2
330.037037
1,202
59.5
40
null
null
1
303.5
334.851852
1,361
46.5
62
null
null
1
303.5
336.703704
1,326
55.7
114
null
null
0
300.6
331.148148
1,448
44.7
55
null
null
1
300.4
334.111111
1,728
31.7
133
null
null
1
300.2
329.666667
1,440
42.9
191
null
null
1
299
325.592593
1,592
35
200
null