Web Reference: But it comes in handy when you want to iterate over columns of your choosing only. We can use Python's list slicing easily to slice df.columns according to our needs. Jul 15, 2025 · Pandas DataFrames facilitate column-wise iteration, allowing convenient access to elements in each column. In this article, we will discuss how to loop or Iterate overall or certain columns of a DataFrame. In this article, we will use this Dataframe that we have created by using the Pandas package. Output. Pandas Iterate Over Columns of DataFrame. Jan 27, 2024 · This article explains how to iterate over a pandas.DataFrame with a for loop. When you simply iterate over a DataFrame, it returns the column names; however, you can iterate over its columns or rows using methods like items() (formerly iteritems()), iterrows(), and itertuples().
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