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Creating country level heatmaps in Python

I’ve been working on creating country-level heatmaps in Python for visualizing geographic data. This is really useful for showing things like user distribution, revenue by country, or any metric that varies by geography. I’ll walk through the libraries and approach I used. Python’s matplotlib combined with basemap makes this surprisingly accessible even if you’re not a mapping expert.

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