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Removing features without variance

A sample of the Pokemon dataset has been loaded as pokemon_df. To get an idea of which features have little variance you should use the IPython Shell to calculate summary statistics on this sample. Then adjust the code to create a smaller, easier to understand, dataset.

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Dimensionality Reduction in Python

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# Remove the feature without variance from this list
number_cols = ['HP', 'Attack', 'Defense', 'Generation']
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