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# Create df with zip code as index and mean latitude value for each zip code
no_index_zip_lat = df.groupby('zipcode', as_index=True)['lat'].mean()
# Convert the data frame to a dict, the zip is the key and mean latitude is the value
zip_lat_dict = no_index_zip_lat.to_dict()
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