10 Ways to Add a Column to Pandas DataFrames

We often need to derive or create new columns

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DataFrame is a two-dimensional data structure with labeled rows and columns. We often need to add new columns as part of data analysis or feature engineering processes.

There are many different ways of adding new columns. What suits best to your need depends on the task at hand.