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  1. 123

    Python can be integrated with Excel in two main ways — directly inside Excel using Python in Excel or externally via Python libraries like openpyxl. Both approaches enable advanced analytics, automation, and visualization.

    Python Inside Excel (Microsoft 365 Integration)

    This method allows you to write Python code directly in Excel cells without leaving the spreadsheet.

    Steps:

    • Enable Python in Excel Go to Formulas → Insert Python or type =PY() in a cell.

    • Write Python Code Example: =PY("sum([1, 2, 3])")

    • Reference Excel Data Use the xl() function to pull data from cells: import pandas as pd df = xl("A1:C5", headers=True) df.describe()

    • Visualize Data (e.g., Matplotlib, Seaborn)

    import matplotlib.pyplot as plt
    data = xl("Sales[#All]", headers=True)
    plt.plot(data["Month"], data["Revenue"])
    plt.show()
    Copied!

    • Control Output Type — Return results as Excel values or Python objects for further processing.

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  2. DataCamp
    https://www.datacamp.com › tutorial › python-in-excel

    Python in Excel: Advanced Analysis in Your Excel Spreadsheet

    Jul 15, 2025 · Learn how to use Python in Excel to run advanced analytics, create visuals, and apply machine learning within your existing Excel spreadsheet workflows.

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  3. XDA Developers
    https://www.xda-developers.com › perform-advanced...

    Here’s how I perform advanced data analysis using Python in Excel

    Apr 29, 2025 · With a recent Python integration in Excel, Microsoft has enabled the leading language for data science right within your familiar spreadsheet interface. Let me show you …

  4. Spreadsheet Point
    https://spreadsheetpoint.com › excel › python-in-excel

    How To Use Python in Excel [Easy Guide] for 2025

    Nov 12, 2020 · Python is widely used for data analysis, automation, and machine learning, making its integration with Excel a game-changer for …

  5. Microsoft Support
    https://support.microsoft.com › en-us › office › get-an...

    Get an advanced data analysis using Copilot in Excel with Python

    Use natural language to describe the analysis you want to perform, and Copilot will automatically generate, explain, and insert Python code into your Excel spreadsheet.

  6. Geeky Gadgets
    https://www.geeky-gadgets.com › python-in-excel-da…

    Python in Excel : Easily Unlock Advanced Data …

    Jun 29, 2025 · Leila Gharani breaks down what Python in Excel brings to the table and whether it’s worth your attention. From streamlined data analysis …

  7. The Knowledge Academy
    https://www.theknowledgeacademy.com › blog › pyt…

    Python in Excel with PyXLL: Advanced Data …

    Dec 1, 2025 · Python in Excel allows users to integrate Python code directly into Excel spreadsheets for data analysis, leveraging the power of Python …

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  9. Simplilearn
    https://www.simplilearn.com › python-in-excel-article

    Python in Excel: Enhance Your Data Analysis Skills

    Aug 23, 2025 · Whether handling large datasets, automating repetitive tasks, or performing deep analysis, Python in Excel simplifies complex …

  10. ExcelDemy
    https://www.exceldemy.com › combining-excel-with...

    Combining Excel with Python for Powerful Data …

    In this tutorial, we will show how to combine Excel with Python for a powerful data science workflow. Excel is a go-to tool for many data analysts …

  11. DataCamp
    https://www.datacamp.com › tutorial › python-excel...

    Python Excel: A Guide With Examples - DataCamp

    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.

  12. Xelplus
    https://www.xelplus.com › course › python-in-excel

    Python in Excel For the Real World - Xelplus - Leila …

    Python in Excel is a must-have for serious analysts. This course is your shortcut. Why Python? The course is incredible. The topics are superb, and …