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.pipe() in pandas changed how I write data pipelines

Reddit r/PythonΒ·u/Economy-Concert-641Β·about 1 month ago
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.pipe() in pandas changed how I write data pipelines **Been using** `.pipe()` **in pandas lately and it's been a game changer β€” anyone else?** I was writing some data transformation code the other day and stumbled across `.pipe()`. Honestly didn't expect much, but it completely changed how I structure my pipelines. Instead of this mess: `df_final = sort_by_total(calculate_total(filter_by_price(df)))` You just write it top to bottom like a recipe: `df_final = (` `df` `.pipe(filter_by_price)` `.pipe(calculate_total)` `.pipe(sort_by_total)` `)` Same result, way more readable. Each function takes a DataFrame and returns a DataFrame β€” that's the only rule.…

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