Seaborn 0.12: An Insightful Guide to the Objects Interface and Declarative Graphics

Streamlining your data visualization journey with Python's popular library

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This article aims to introduce the objects interface feature in [Seaborn 0.12](https://seaborn.pydata.org/whatsnew/index.html?ref=dataleadsfuture.com#v0-12), including the concept of declarative graphic syntax, and a practical visualization project to showcase the usage of the objects interface.

By the end of this article, you'll have a clear understanding of the advantages and limitations of [Seaborn's objects interface API](https://seaborn.pydata.org/tutorial/objects_interface.html?ref=dataleadsfuture.com). And you will be able to use Seaborn for data …

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