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.

To read an excel file as a DataFrame, use the pandas read_excel() method. You can read the first sheet, specific sheets, multiple sheets or all sheets. Pandas converts this to the DataFrame …

By file-like object, we refer to objects with a read() method, such as a file handle (e.g. via builtin open function) or StringIO. Deprecated since version 2.1.0: Passing byte strings is deprecated. …

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 …

Nov 19, 2025 · Xlrd is a Python library. It reads Excel files (.xls format). It extracts data and metadata. The library supports Excel 2003 format. It handles formulas and cell information. …

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 …

Oct 30, 2025 · Openpyxl is a Python library that allows users to read Excel files and write to them. This framework can help you write functions, format spreadsheets, create reports, and build …

Nov 12, 2024 · To get started with Pandas, you can read the documentation and find tutorials on the official Pandas website. It provides a comprehensive guide to all the functionalities …

This is a comprehensive Python Openpyxl Tutorial to read and write MS Excel files in Python. Openpyxl is a Python module to deal with Excel files without involving MS Excel application …

Jul 23, 2025 · In this example, a Python program uses the openpyxl module to read an Excel file ("gfg.xlsx"), opens the workbook, and retrieves the value of the cell in the first row and first …