Remove rows or columns by specifying label names and corresponding axis, or by directly specifying index or column names. When using a multi-index, labels on different levels can be …

Nov 1, 2025 · When working with datasets, we need to remove unnecessary columns to simplify the analysis. In Python, the Pandas library provides several simple ways to drop one or more …

Nov 16, 2012 · Viewed from a general Python standpoint, del obj.column_name makes sense if the attribute column_name can be deleted. It needs to be a regular attribute - or a property …

2 days ago · Learn how to delete columns in a Pandas DataFrame using drop(), del, pop(), and more. Master data cleaning with these simple, real-world Python examples.

Feb 9, 2026 · Before any meaningful analysis, you need to remove the irrelevant columns. Getting this wrong -- accidentally dropping the wrong column or modifying the original DataFrame …

Nov 14, 2025 · To remove a column, we need to specify the column label and set the axis parameter to 1 (since axis = 0 represents rows and axis = 1 represents columns). Here is an …

Mar 9, 2023 · Drop single or multiple columns from pandas DataFrame. Covers functions to delete the columns from simple to multi-index DataFrame.

Oct 6, 2024 · In this pandas drop columns article, you have learned how to remove or delete a column, two or more columns from DataFrame by name, labels, and index. Also, you have …

Dec 4, 2024 · In this article, we will explore how to use the drop () method effectively. What is the drop () Method in Pandas? The drop () method in Pandas is used to remove rows or columns …

Jul 28, 2021 · This tutorial explains several methods you can use to drop columns from a pandas DataFrame, including examples.