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    प्रतिक्रिया
  1. 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()
    प्रतिलिपि बनाई गई!
    • Control Output Type — Return results as Excel values or Python objects for further processing.

    प्रतिक्रिया
  2. Get started with Python in Excel - Microsoft Support

    To begin using Python in Excel, select a cell and on the Formulas tab, select Insert Python. This tells Excel that you want to write a Python formula in the selected cell.
    Overview

    Don’t have Insider access? Sign up with your Microsoft, work, or school account to be notified about future availability for Python in Excel.
    New to Python in Excel? Start with Introduction to Python in Excel.

    Formula bar

    Use the formula bar for code-like editing behavior, like using the Enter key to create new lines. Expand the formula bar using the down arrow icon to view multiple lines of code at once. You can also use the keyboard shortcut Ctrl+Shift+U to expand …

    Output types

    Use the Python output menu in the formula bar to control how Python calculations are returned. Return calculations as Python objects or convert calculations to Excel values and output them directly to a cell. The following screenshot shows the Pyth…

    External data

    To import external data, use the Get & Transform feature in Excel. Get & Transform uses Power Query to import external data. All the data you process with Python in Excel must come from your worksheet or through Power Query. For m…

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