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column_operations.rst

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pandas provides similar vectorized operations by specifying the individual Series in the DataFrame. New columns can be assigned in the same way. The :meth:`DataFrame.drop` method drops a column from the DataFrame.

.. ipython:: python

   tips["total_bill"] = tips["total_bill"] - 2
   tips["new_bill"] = tips["total_bill"] / 2
   tips

   tips = tips.drop("new_bill", axis=1)