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1. story645

   added

   Documentation: tutorialsfiles in galleries/tutorialsfiles in galleries/tutorials

   on Jan 8, 2024
2. harsha-mangena commented on Jan 9, 2024

   

   harsha-mangena

   on Jan 9, 2024

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   @story645, Can I work on this?
3. story645 commented on Jan 9, 2024

   

   story645

   on Jan 9, 2024

   MemberAuthor

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   Go for it, we don't really assign issues.
4. dstansby

   added

   Documentation

   on Aug 13, 2025
5. timhoffm commented on Mar 29, 2026

   

   timhoffm

   on Mar 29, 2026

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   Fundamental content issues:

   • pyplot vs. OO is out-of-scope. IMHO its mention here is historic and should be removed completely. The OO interface is our baseline and we should just use this here without any discussion.
   • The discussion of the terms figure/axes is also out of scope. The whole paragraph https://matplotlib.org/devdocs/tutorials/lifecycle.html#a-note-on-the-explicit-vs-implicit-interfaces should just be deleted.
   • I think the title is also misleading. Under "lifecycle" I would understand: create figue+Axes, add data, add "context" (title, labels, legend), customize, show/save. But with a focus on these categories. While the present code has these, it puts much stronger emphasis on demonstrating in-depth how a figure can be fine-tuned to a desired output. I think this should be rephrased to "Fine-tuning visualization" or similar.
     Likely part of this stems from the fact that the original blog post has a different intention and scope that our example, but content was not appropriately adapted/rephrased.

   I've addressed the first two bullet points in #31423, because this is independent of the other topics here, and should hopefully be general consensus so that we can get it out of the way quickly.

   @story645 please specify in more detail how you want to "use annotate and bar_label". I'm not clear where they should be employwed, and I believe that's also the core issue in #31364.