Python in Excel: The Smarter Way to Use External Data

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Can you use Python in Excel and connect to external data? That's what this tutorial is about.
If you're trying to use Python in Excel with CSV or other files—and nothing shows up—don’t worry. You don’t need to load the data into Excel. You just need to connect it the right way.

🐍 In this video, you’ll learn:
-How to connect to external files without bloating your workbook
-How to use Python to pull in, analyze, and visualize your data
-How to spot patterns with heatmaps and find insights for real decisions
-How to refresh everything in one click—without repeating your steps
This works with CSVs, Excel files, and more. No extra tools needed.

⬇️ Download the files I use in the video from here: https://pages.xelplus.com/python-data...

🎯 Use this if:
-You want cleaner, faster Excel files
-You need real data insights for reports or meetings
-You’re tired of repeating the same steps every time your data updates

00:00 The Right Way to Use Python in Excel on External Files
00:21 Importing CSVs the Wrong Way
01:43 How to Connect External Data Without Loading It
02:23 Using Python in Excel to Preview External Data
03:22 Summary Stats with .describe() in Python
04:18 Finding Patterns with .corr() for Correlation
05:12 Visualizing Data with Seaborn Heatmaps
07:09 Build a Data-Backed Recommendation with lmplot
08:45 Refresh Data Automatically with Power Query
10:03 Wrap-up: Why Python in Excel Is Worth It

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Introducing Python in Excel:    • Introducing Python in Excel  

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