You can read the first sheet, specific sheets, multiple sheets or all sheets. Pandas converts this to the DataFrame structure, which is a tabular like structure.

Feb 12, 2025 · In this tutorial, I explained how to read an Excel file in Python. I discussed an example of reading an Excel file, how to read multiple sheets, handling missing data, reading specific columns, …

Sep 17, 2025 · pandas is the most popular library for data analysis in Python. It can quickly load Excel files into a DataFrame, making it easy to explore and manipulate tabular data.

Nov 12, 2024 · This article shows how to create and read Excel files in Python using the pandas, xlsxwriter, and openpyxl modules.

Oct 30, 2025 · Learn how to use Excel with Python. Follow our step-by-step tutorial to read and import Excel files with Pandas and openpyxl.

Nov 29, 2025 · First, make sure Python is installed. Enter the following command in a terminal or command prompt to check the Python version. The recommended version is 3.7 or higher. The two …

May 21, 2025 · In this comprehensive guide, I‘ll walk you through everything you need to know about reading Excel files with Python—from basic operations to advanced techniques that will impress your …

Aug 9, 2022 · To import the Excel spreadsheet into a pandas DataFrame, first, we need to import the pandas package and then use the read_excel() method: If you want to load only a limited number of …

Jun 25, 2024 · Reading an Excel file in Python is a breeze with the right tools. By following a few simple steps, you can open, read, and manipulate Excel files using Python’s powerful libraries. This article …

Supports xls, xlsx, xlsm, xlsb, odf, ods and odt file extensions read from a local filesystem or URL. Supports an option to read a single sheet or a list of sheets.