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Data Consolidation #1

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clara-kill opened this issue Oct 22, 2021 · 1 comment
Open

Data Consolidation #1

clara-kill opened this issue Oct 22, 2021 · 1 comment

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@clara-kill
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Combining the 4 individual csv files into one file, which we can call "unclean_input!
@clara-kill
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image
image

So some analysis of the unclean dataset:
27528 rows in total
19 columns (2 of which are ID columns and will not be used in classifiers)
14 numeric features, in the screenshots provided you can see some summary statistics on each of them and which ones have missing values (Vehicle Speed Instantaneous, Engine Load, Engine Coolant Temperature, Manifold Absolute Pressure, EngineRPM, Mass Airflow, Intake Air Temperature)

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@clara-kill