Web Reference: pandas.DataFrame.columns # DataFrame.columns # The column labels of the DataFrame. This property holds the column names as a pandas Index object. It provides an immutable sequence of column labels that can be used for data selection, renaming, and alignment in DataFrame operations. Returns: pandas.Index The column labels of the DataFrame. Jul 11, 2025 · In Pandas, DataFrame.columns attribute returns the column names of a DataFrame. It gives access to the column labels, returning an Index object with the column labels that may be used for viewing, modifying, or creating new column labels for a DataFrame. Jul 23, 2025 · In this article we will explore various techniques to access a column in a dataframe with pandas with concise explanations and practical examples. Bracket notation is the most straightforward method to access a column. Use the syntax df['column_name'] to retrieve the column as a Pandas Series.
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