| # select only the columns we need | |
| cols = ['family', 'variants', 'subsets', 'category'] | |
| df = df[cols] | |
| # df.head(5) | |
| # Remove any space from family string so that it matchs with file name convention. | |
| df.family = [name.replace(' ', '') for name in df.family] | |
| df.head(5) |
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