Datasets:
Fitjv
/
Machine-Failure-Prediction

Dataset card Data Studio Files
xet
Community
1
UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
9,201
M
297.9
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297.8
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297.8
324.481482
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297.8
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297.8
324.481482
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297.8
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297.9
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297.9
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298
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298
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297.9
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297.8
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297.8
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297.9
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297.9
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297.9
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298
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298
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298
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298.1
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298.1
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298.2
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298.2
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134
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298.2
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136
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298.3
325.592593
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138
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298.3
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140
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298.2
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142
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298.1
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298.1
324.481482
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298.2
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150
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298.2
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153
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298.1
324.111111
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158
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298.1
324.111111
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161
0
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298.2
324.111111
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60.9
163
0
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L
298.3
324.481482
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49
166
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298.3
324.481482
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27.3
168
0
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L
298.3
324.851852
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27.3
170
0
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L
298.3
324.851852
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27
172
0
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298.3
324.851852
1,695
30.7
174
0
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M
298.3
325.592593
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40.6
176
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298.3
325.222222
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32.2
179
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298.3
325.222222
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181
0
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M
298.2
325.592593
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28.8
186
0
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M
298.1
325.222222
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36.1
189
0
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M
298.2
325.222222
1,508
40.5
192
0
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L
298.3
325.592593
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31.1
195
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298.2
325.222222
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31.5
197
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298.2
325.592593
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199
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M
298.3
325.592593
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201
0
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H
298.3
325.222222
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43.2
0
0
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M
298.2
325.222222
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28
5
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298.2
325.222222
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57.8
8
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298.3
325.222222
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38.4
10
0
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M
298.3
325.592593
1,404
47
15
0
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298.3
325.592593
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40.1
18
0
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298.3
325.222222
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36.9
20
0
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M
298.3
324.851852
1,390
49.7
23
0
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298.2
324.851852
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25.5
26
0
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L
298.2
324.481482
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57.3
28
0
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L
298.2
324.481482
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31.5
30
0
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298.2
324.481482
1,354
60.9
32
0
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298.2
324.481482
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34
0
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298.2
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20.5
36
0
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298.2
323.740741
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54.1
38
0
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H
298.2
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35.7
40
0
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298.2
324.111111
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54.9
45
0
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298.2
324.111111
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29.4
47
0
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298.1
324.111111
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30.3
49
0
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298.2
324.111111
1,447
48.4
51
0
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H
298.2
324.481482
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39.9
53
0
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298.2
324.481482
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28.2
58
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298.2
324.481482
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61
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298.2
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66
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298.2
324.851852
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44.3
68
0
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M
298.3
325.222222
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27.5
71
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L
298.2
324.851852
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31.7
74
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M
298.2
325.222222
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47.6
76
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298.2
324.851852
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32
79
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298.2
324.851852
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28.1
81
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298.2
324.851852
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83
0
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298.2
324.851852
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45
85
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298.2
325.222222
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L
298.2
325.222222
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89
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298.2
325.222222
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34.1
91
0
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L
298.3
325.592593
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93
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298.1
325.222222
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M
298.2
325.222222
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97
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H
298.2
325.222222
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39.1
100
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M
298.1
324.851852
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105
0
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298.1
324.851852
1,313
50.6
108
0
9,300
M
298.1
324.851852
1,335
50.4
110
0