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Reddit
reddit.com โ€บ r/python โ€บ are there any actual use cases of python in excel?
r/Python on Reddit: Are there any actual use cases of Python in Excel?
January 11, 2025 -

Iโ€™m trying to understand how useful it really is/ having not really touched it at all, I imagine someone versed in Python could optimize some of their workflow were they forced to work in excel. But given the fundamental processing limitations of excel I canโ€™t imagine how scalable this is. Has anyone had practical experience using the Python - excel plugin to accomplish things easier than you could in either excel or Python alone and if so, what?

Discussions

What are some good resources to learn python for excel now that it exists?
u/IAmTheQuestionHere - Your post was submitted successfully. Once your problem is solved, reply to the answer(s) saying Solution Verified to close the thread. Follow the submission rules -- particularly 1 and 2. To fix the body, click edit. To fix your title, delete and re-post. Include your Excel version and all other relevant information Failing to follow these steps may result in your post being removed without warning. I am a bot, and this action was performed automatically. Please contact the moderators of this subreddit if you have any questions or concerns. More on reddit.com
๐ŸŒ r/excel
21
41
September 13, 2023
Tasks that can be automated by Python for excel users

An obligatory: https://automatetheboringstuff.com/chapter12/

He has an entire chapter on working with Excel, as well as PDFs.

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๐ŸŒ r/learnpython
41
215
July 23, 2019
People also ask

What is a DataFrame in Python in Excel?
A DataFrame is a table-like object with rows and columns, similar to an Excel range or a database table, used to store and manipulate two-dimensional data.
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xelplus.com
xelplus.com โ€บ home โ€บ tutorials โ€บ how to use python in excel
How to Use Python in Excel: Step-by-Step Guide (2026)
How do I turn on Python in Excel?
Go to the Formulas tab and click Insert Python, or type =PY in a cell and press Tab.
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xelplus.com
xelplus.com โ€บ home โ€บ tutorials โ€บ how to use python in excel
How to Use Python in Excel: Step-by-Step Guide (2026)
What's the difference between Python Object and Excel Value output?
Python Object keeps the result in Python format for reuse in further Python calculations. Excel Value converts the result into native Excel data so you can use it with formulas, charts, and conditional formatting.
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xelplus.com
xelplus.com โ€บ home โ€บ tutorials โ€บ how to use python in excel
How to Use Python in Excel: Step-by-Step Guide (2026)
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DataCamp
datacamp.com โ€บ tutorial โ€บ python-excel-tutorial
Python Excel Tutorial: Read, Write & Format Excel With openpyxl | DataCamp
June 3, 2026 - 340.8KLearn to import data into Python from various sources, such as Excel, SQL, SAS and right from the web. ... 151KLearn how to analyze data with PivotTables and intermediate logical functions before moving on to tools such as what-if analysis and forecasting. ... Learn how to read, write, and style Excel files using openpyxl. Discover practical examples for working with modern Excel formats (.xlsx) and advanced features.
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Chandoo.org
chandoo.org โ€บ home โ€บ latest articles & tips from chandoo.org โ€บ python is in excel! โ€“ here is a complete getting started guide for you
Python is in Excel! - Here is a complete getting started guide for you ยป Chandoo.org - Learn Excel, Power BI & Charting Online
September 5, 2023 - You can now write Python code natively in Excel cells and return the output as either Python objects or Excel values. For example, you want to perform quick statistical analysis of your sales data in the range A1:D10.
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Wise Owl
wiseowl.co.uk โ€บ excel โ€บ blogs โ€บ using-excel โ€บ python โ€บ py-function
Writing Python code within an Excel workbook to fill cells
October 27, 2025 - If your work involves analysing data in Excel, this ability to effortlessly call Python code from within a worksheet may well change your life. This blog will get you started, showing how to call basic code and how to work with dataframes, images, modules and custom functions. You can download an Excel workbook containing all of the examples here.
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Anaconda
anaconda.com โ€บ home โ€บ blog โ€บ a comprehensive list of python in excel resources
A Comprehensive List of Python in Excel Resources | Anaconda
September 18, 2025 - Throughout the course a handful of practical Python-in-Excel examples such as fixing dates with dateutil, generating a random sequence, creating a scatter plot with Seaborn, creating a Gantt chart, and extracting data using regular expressions will ...
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XelPlus
xelplus.com โ€บ home โ€บ tutorials โ€บ how to use python in excel
How to Use Python in Excel: Step-by-Step Guide (2026)
July 25, 2026 - Here are the steps to create a Python DataFrame in Excel: Type โ€œ=PYโ€ in a cell and press Tab. Select the data in your table (in our example A2:D98).
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Anaconda
anaconda.com โ€บ home โ€บ blog โ€บ python for excel analysts: the basics
Python for Excel Analysts: The Basics | Anaconda
March 10, 2026 - The AVERAGE() function performs the computation and returns the result. Fig 3 โ€“ The formula results The above is just one example of where you write Excel code to perform operations using objects. Unlike Microsoft Excel, Python doesnโ€™t come out of the box with objects representing data tables.
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XlsxWriter
xlsxwriter.readthedocs.io
Creating Excel files with Python and XlsxWriter โ€” XlsxWriter
XlsxWriter is a Python module that can be used to write text, numbers, formulas and hyperlinks to multiple worksheets in an Excel 2007+ XLSX file.
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GoSkills
goskills.com โ€บ course โ€บ python-excel
Best Python Excel Course - Python with Excel Tutorial | GoSkills
In 40 short lessons, you will combine the power of Python and Excel using openpxyl to create, manipulate, and present data.
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Coursera
coursera.org โ€บ courses
Best Python Excel Courses & Certificates [2026] | Coursera
Python Excel courses can help you learn data manipulation, automation of tasks, and data visualization techniques. You can build skills in using libraries like Pandas for data analysis, openpyxl for working with Excel files, and Matplotlib for creating charts.
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GitHub
github.com โ€บ pythonexcels โ€บ examples
GitHub - pythonexcels/examples: Example files illustrating Python and Excel ยท GitHub
This repository contains example Python scripts and Excel files described in the blog https://www.pythonexcels.com/.
Author: pythonexcels
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GeeksforGeeks
geeksforgeeks.org โ€บ working-with-excel-spreadsheets-in-python
Working with Excel Spreadsheets in Python - GeeksforGeeks
August 21, 2024 - 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 column, printing it to the console.
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Dataquest
dataquest.io โ€บ home โ€บ blog โ€บ using excel with python and pandas
Using Excel with Python and Pandas โ€“ Dataquest
December 13, 2024 - Pandas uses the xlwt Python module internally for writing to Excel files. The to_excel method is called on the DataFrame we want to export.We also need to pass a filename to which this DataFrame will be written. ... By default, the index is also saved to the output file. However, sometimes the index doesn't provide any useful information. For example, the movies DataFrame has a numeric auto-increment index, that was not part of the original Excel data.
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Real Python
realpython.com โ€บ openpyxl-excel-spreadsheets-python
A Guide to Excel Spreadsheets in Python With openpyxl โ€“ Real Python
July 17, 2026 - In this step-by-step tutorial, you'll learn how to handle spreadsheets in Python using the openpyxl package. You'll learn how to manipulate Excel spreadsheets, extract information from spreadsheets, create simple or more complex spreadsheets, including adding styles, charts, and so on.
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PyXLL
pyxll.com โ€บ docs โ€บ introduction.html
Getting Started with PyXLL - PyXLL Documentation
The PyXLL installation includes an examples folder with an Excel workbook and Python source files demonstrating all major features โ€” worksheet functions, macros, real-time data, plotting, ribbon toolbars, and more.
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Microsoft Support
support.microsoft.com โ€บ en-us โ€บ office โ€บ introduction-to-python-in-excel-55643c2e-ff56-4168-b1ce-9428c8308545
Introduction to Python in Excel | Microsoft Support
Python in Excel calculations run in the Microsoft Cloud with a standard version of the Python language. Python in Excel comes with a core set of Python libraries provided by Anaconda through a standard, secure distribution. To learn more, see Data security and Python in Excel. You don't need a local version of Python to use Python in Excel.
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YouTube
youtube.com โ€บ playlist
Python in excel tutorial | learn excel from beginner to ...
AboutPressCopyrightContact usCreatorsAdvertiseDevelopersTermsPrivacyPolicy & SafetyHow YouTube worksTest new featuresNFL Sunday Ticket ยท ยฉ 2026 Google LLC ยท Python in excel tutorial | learn excel from beginner to advanced - YouTube