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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more - pandas-dev/pandas Specify by column number. Delete multiple rows and columns at once. See the following post for removing duplicate rows. Delete columns from DataFrame. Specify by column name (column label). Specifying with the first parameter labels and the second parameter axis.