Web Reference: To select a single column, use square brackets [] with the column name of the column of interest. For more explanation, see Brackets in Python and pandas. Each column in a DataFrame is a Series. As a single column is selected, the returned object is a pandas Series. We can verify this by checking the type of the output: Jul 15, 2025 · In Pandas, a DataFrame is like a table with rows and columns. Sometimes, we need to extract a single column to analyze or modify specific data. This helps in tasks like filtering, calculations or visualizations. When selecting a single column from a pandas DataFrame (say df.iloc[:, 0], df['A'], or df.A, etc), the resulting vector is automatically converted to a Series instead of a single-column DataFrame.
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