UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
null
1
300.7
328.555556
1,383
44.5
176
null
null
1
297.4
322.62963
1,475
40.5
222
null
null
0
298.6
322.62963
1,377
52.1
181
null
null
2
300.5
336.333333
1,867
23
103
null
null
1
297.6
322.62963
1,502
43.2
139
null
null
1
301.1
337.444444
1,682
29.7
83
null
null
1
297.9
320.777778
1,365
46.9
73
null
null
1
297.4
326.333333
1,759
24.8
81
null
null
1
297.5
324.481482
1,360
50.7
190
null
null
2
300.9
336.703704
1,297
48.6
76
null
null
2
302
331.148148
1,392
60.5
10
null
null
1
300.7
329.666667
1,387
50.6
83
null
null
2
301.7
331.888889
1,502
34.4
157
null
null
1
298.5
327.074074
1,428
43.5
87
null
null
1
300.9
330.407407
1,427
47
65
null
null
1
299.6
325.592593
2,266
15.3
79
null
null
2
303.8
340.037037
1,514
45
113
null
null
1
301
328.555556
1,507
41.8
19
null
null
0
303.3
333.37037
1,607
31.7
34
null
null
0
302.1
332.259259
1,452
42.5
198
null
null
2
297.6
318.555556
1,470
42.6
44
null
null
2
298.1
323.740741
1,415
46.3
27
null
null
1
300.8
327.444444
1,680
28.7
22
null
null
2
300.4
327.444444
1,563
34
6
null
null
1
297.9
320.777778
1,538
38.5
123
null
null
1
301.6
331.148148
1,621
33.7
137
null
null
1
301.8
331.148148
1,522
43.8
70
null
null
2
299.3
331.888889
1,523
40.9
141
null
null
2
298.1
320.407407
1,445
48
73
null
null
1
302.1
331.888889
1,622
36.8
45
null
null
1
301.5
331.888889
1,350
58.5
13
null
null
0
300.1
329.296296
1,426
42.7
64
null
null
1
299.3
330.407407
1,365
53.9
171
null
null
2
304
341.518519
1,389
45.8
123
null
null
1
300.7
332.259259
1,356
65.3
66
null
null
1
297.3
323
1,459
39.4
59
null
null
1
298.1
325.222222
1,437
36.2
95
null
null
1
299
323.740741
1,329
60.5
120
null
null
1
300.6
331.888889
1,378
51.2
119
null
null
1
302.6
335.592593
1,627
31.8
23
null
null
1
302.5
330.037037
1,549
40.9
170
null
null
1
300.3
328.185185
1,466
41.2
156
null
null
2
301.9
332.259259
1,641
33.2
3
null
null
1
296.5
318.925926
1,501
42.1
162
null
null
1
300.1
334.111111
1,729
29.3
71
null
null
1
296.3
318.185185
1,419
48.6
142
null
null
1
300.3
334.481482
1,667
28.8
56
null
null
1
299.1
323.37037
1,647
35
74
null
null
1
298.1
325.222222
1,592
33.9
85
null
null
1
297.5
322.62963
1,585
32.9
32
null
null
2
296.8
319.666667
1,470
45.9
132
null
null
0
300.9
331.518519
1,403
40.6
207
null
null
1
301.6
333
1,680
29.2
111
null
null
2
299.4
325.222222
1,381
44.9
88
null
null
2
296.8
321.148148
1,683
31.8
76
null
null
2
301
334.851852
1,448
43.9
145
null
null
1
299.7
326.333333
1,546
37.2
4
null
null
1
299
324.851852
1,622
31.9
42
null
null
1
302.1
331.518519
1,359
49.3
41
null
null
1
302.3
333
1,546
33.1
156
null
null
1
300.6
327.444444
1,682
30.7
78
null
null
1
299.3
323.37037
1,409
44.8
91
null
null
2
297.5
321.148148
1,544
37.9
136
null
null
1
300.5
326.333333
1,475
46.8
94
null
null
2
300.5
335.962963
1,511
44.5
30
null
null
1
300.1
328.185185
1,430
56.7
44
null
null
1
298
324.851852
1,607
37.7
49
null
null
2
299.9
330.777778
1,335
52.9
180
null
null
1
300.6
332.259259
1,472
47.6
75
null
null
1
297.9
320.407407
1,567
34.7
74
null
null
1
303
333.740741
2,194
16.5
148
null
null
0
299.9
327.074074
1,547
38.5
148
null
null
1
299.2
323
1,465
35
201
null
null
2
302.9
337.444444
1,809
25
180
null
null
1
299.2
323
1,434
46.8
2
null
null
1
295.6
314.851852
1,424
42.5
58
null
null
0
296.6
320.407407
1,654
31
91
null
null
2
299.7
325.592593
1,352
46.1
102
null
null
2
297.3
322.62963
1,501
38.2
2
null
null
2
295.5
313.740741
1,380
52.4
202
null
null
2
297.5
324.481482
1,471
52.3
152
null
null
1
302.6
337.814815
1,628
33
15
null
null
1
301.8
334.481482
1,443
43.3
134
null
null
1
302.3
335.222222
1,414
47
11
null
null
1
300.6
335.222222
1,528
43.9
185
null
null
2
302.5
336.333333
1,445
54.8
0
null
null
1
299.6
332.62963
1,554
36.3
62
null
null
2
297
321.888889
1,355
51.4
76
null
null
1
301.7
333.740741
1,708
30.5
77
null
null
1
298.8
328.555556
1,525
39.7
77
null
null
2
297.9
320.037037
1,202
67
129
null
null
2
302
331.888889
1,783
23.1
190
null
null
2
302
333.37037
1,625
30.7
189
null
null
1
298.3
321.888889
1,672
41.3
0
null
null
1
302.1
331.888889
1,772
27.1
233
null
null
1
297.2
323.740741
1,489
40.2
214
null
null
1
299.6
325.222222
1,472
48.8
72
null
null
0
299.7
325.962963
1,302
55.5
87
null
null
2
299.6
325.592593
1,471
44.3
67
null
null
1
303.2
334.111111
1,610
35.5
63
null