Web Reference: Explode a DataFrame from list-like columns to long format. This routine will explode list-likes including lists, tuples, sets, Series, and np.ndarray. The result dtype of the subset rows will be object. Scalars will be returned unchanged, and empty list-likes will result in a np.nan for that row. Feb 14, 2024 · Learn all you need to know about the pandas .explode () method, covering single and multiple columns, handling nested data, and common pitfalls with practical Python code examples. Sep 9, 2015 · In the code below, I first reset the index to make the row iteration easier. I create a list of lists where each element of the outer list is a row of the target DataFrame and each element of the inner list is one of the columns.
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