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| # one hot encoding | |
| sf_onehot = pd.get_dummies(sf_venues[['Venue Category']], prefix = "", prefix_sep = "") | |
| # add neighborhood column back to dataframe | |
| sf_onehot['Neighborhood'] = sf_venues['Neighborhood'] | |
| # move neighborhood column to the first column | |
| fixed_columns = [sf_onehot.columns[-1]] + list(sf_onehot.columns[:-1]) | |
| sf_onehot = sf_onehot[fixed_columns] | |
| sf_onehot.head() |
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