Datasets:
harikbab02
/
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
5,801
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301.5
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301.5
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301.2
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301.3
332.62963
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301.3
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301.2
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301.3
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7
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301.3
333.740741
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50.7
10
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301.3
333.37037
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12
0
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301.3
333.37037
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14
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301.3
333.740741
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16
0
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301.3
333.37037
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18
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301.2
333
1,550
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20
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M
301.3
333
1,834
25.4
22
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M
301.4
333.37037
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25
0
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301.4
333.37037
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28
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301.3
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301.4
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37
0
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301.5
333.37037
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39
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301.4
333
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41
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301.4
333.37037
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43
0
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301.4
333.740741
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46
0
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301.4
333.740741
1,397
42.3
48
0
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301.4
333.740741
2,323
15.9
50
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301.4
333.37037
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52
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301.3
333
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55
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301.2
332.62963
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57
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301.2
332.259259
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59
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301.2
332.62963
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35.1
64
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301.2
332.259259
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301.2
332.259259
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68
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301.2
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71
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301.3
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76
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301.3
332.62963
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78
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301.3
332.62963
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80
0
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301.3
332.259259
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33.1
82
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301.3
332.62963
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84
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301.4
332.62963
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40.6
86
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301.4
333
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25.4
88
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301.4
332.62963
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91
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301.5
333
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301.5
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97
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301.5
332.62963
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99
0
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301.5
333
1,731
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101
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301.5
333
2,076
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301.5
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301.5
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301.5
332.62963
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301.5
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301.5
332.62963
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301.5
333
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301.5
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1,458
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301.4
332.62963
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125
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301.4
332.62963
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127
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301.5
333
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301.4
333
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301.4
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133
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301.4
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1,800
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301.3
333
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301.3
333
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140
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301.4
333
1,494
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301.4
333
1,445
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301.5
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301.4
332.62963
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301.4
332.62963
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301.4
332.62963
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301.4
333
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301.3
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301.2
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301.2
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301.1
331.888889
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301
331.518519
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301
331.518519
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300.9
331.148148
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176
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