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I would be surprised if this were really about the version of Python itself. You also have different versions of most dependencies. Do you have scipy installed, and if so, what version(s)?
Can you please also share a copy-paste-able example (using an example dataset) rather than a screenshot of code? That makes it much easier to help...
Hi, there. I am experiencing a very similar problem between Python 3.10.12 and 3.11.8. The exact same packages and code yield very different 2-D KDE plots. My package versions are attached.
We are running into an issue with Python 3.12 and Seaborn 0.13.0 that produces elongated jointplots. See screenshot below.
Here is what this should look like, running Python 3.11.4
![image](https://private-user-images.githubusercontent.com/407661/282513871-32e8dfb9-d0a3-42bd-84d1-439c71f1b93e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjEzMjk5NDYsIm5iZiI6MTcyMTMyOTY0NiwicGF0aCI6Ii80MDc2NjEvMjgyNTEzODcxLTMyZThkZmI5LWQwYTMtNDJiZC04NGQxLTQzOWM3MWYxYjkzZS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzE4JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcxOFQxOTA3MjZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1mZTVmOWM3Zjg3ZDVjNjc0YTMzZGM0ZWNmNDFkYTRkMmQyNmQ2OWE4ZTQ2MjUxZTViMzdhNzJmZGYwYzc2MjI2JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.gEiQFr89Z44AXS9Q1E_gi5ELHlt1EEFPi3zXdVF-amE)
![image](https://private-user-images.githubusercontent.com/407661/282513747-2d71bd3c-9e9e-497d-8742-e2b1e70c9d69.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjEzMjk5NDYsIm5iZiI6MTcyMTMyOTY0NiwicGF0aCI6Ii80MDc2NjEvMjgyNTEzNzQ3LTJkNzFiZDNjLTllOWUtNDk3ZC04NzQyLWUyYjFlNzBjOWQ2OS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzE4JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcxOFQxOTA3MjZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1jYzYyNmE4ZTVmOGI2ZmU1ZGYzMWYzN2E3N2NlMzU5ZThiNGU4ZDQ0ZWM3NTZkNGZiMmJiZjVmNmU1OTc1MzgxJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.YqWaQgLp_8SST_CMv7qi-ooXMVHyoruT2xT5U-1mQvA)
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