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The first 23 columns in each of the sample households and persons data are these unnamed: 0.n columns that are the result of not setting index = False in pd.DataFrame.to_csv(). In both cases these are actually a majority of the columns and make the data harder to read. These fields aren't needed to run the example and should be removed.