Microsoft Excel is one of the most widely used spreadsheet applications in the world. It’s a powerful tool for storing and analyzing data. When working with data in Python, you often need to import data from Excel files. Aspose.Cells for Python is a reliable and feature-rich library that allows you to read and manipulate Excel files in Python. In this blog post, we’ll explore how to read data from Excel files in Python.
Python Library to Read Excel Files
Aspose.Cells for Python is a Python library that provides a set of powerful and easy-to-use APIs for working with Excel files. It allows you to read, write, and manipulate Excel files in various formats, such as XLS, XLSX, CSV, and more. With Aspose.Cells for Python, you can extract data, perform calculations, apply formatting, and even create complex Excel reports programmatically. You can download the library or install it using the following pip command.
> pip install aspose-cells
Read an Excel File in Python
Before we start reading the data, let’s have an overview of how the data is managed in an Excel file. An Excel file is termed as a workbook that acts as a container. Each workbook contains one or more worksheets and every worksheet is composed of a number of cells. These cells are uniquely identified by the rows and columns. So, to read data from a cell, you need to know its row and column index.
The following are the steps to read an Excel file and print its data in Python.
- Load the Excel file using Workbook class.
- Get reference of the WorksheetCollection using Workbook.getWorksheets() method.
- Loop through worksheets in the collection and in each iteration, perform the following steps:
- Get a reference of the worksheet in an object.
- Get a count of data rows and columns in the worksheet.
- Start a loop for rows.
- Start a nested loop for columns.
- Read data from each cell using Worksheet.getCells().get(rowIndex, columnIndex).getValue() method.
The following code sample shows how to read an Excel file in Python.
The following is the output we get after running the code sample above.
Reading an Excel File in Python
Read a Specific Excel Sheet
You can also read a particular Excel sheet in Python by following the steps below.
- Load the Excel file using Workbook class.
- Get reference of desired worksheet using Workbook.getWorksheets().get(index) method.
- Get a count of data rows and columns in the worksheet.
- Start a loop for rows.
- Start a nested loop for columns.
- Read data from each cell using Worksheet.getCells().get(rowIndex, columnIndex).getValue() method.
The following code sample shows how to read data from a particular Excel sheet in Python.
Get Free Python Excel Reader
You can use Aspose.Cells for Python and read Excel data without evaluation limitations by getting a free temporary license.
Conclusion
Aspose.Cells for Python is a powerful library that makes working with Excel files in Python a breeze. In this blog post, we’ve covered the basics of reading data from Excel files or specific sheets in Java. Aspose.Cells for Python offers a wide range of features for handling Excel files, and you can explore its documentation to learn more about its capabilities and how to use them in your Python projects. In case you would have any questions or queries, feel free to let us know via our forum.