kosiew opened a new pull request, #1161:
URL: https://github.com/apache/datafusion-python/pull/1161

   ## Which issue does this PR close?
   
   - Closes #1158
   
   ## Rationale for this change
   
   Currently, the documentation includes redundant entries for "DataFrame" and 
"API", which causes confusion and reduces clarity. This change consolidates the 
DataFrame documentation, organizing the HTML rendering section as a dedicated 
subpage for better navigation and comprehension.
   
   ## What changes are included in this PR?
   
   - Merges duplicate `dataframe.rst` documents under a single structured 
`user-guide/dataframe/index.rst`
   - Moves the HTML rendering guide into a new subpage: 
`user-guide/dataframe/rendering.rst`
   - Updates all internal references to the relocated documentation paths
   - Cleans up and simplifies the `index.rst` and `api/index.rst` to reflect 
the new structure
   
   ## Are these changes tested?
   
   These changes pertain to documentation structure. Manual validation was done 
via running the documentation generator to confirm the new structure renders 
correctly without broken links or formatting errors.
   
   ## Are there any user-facing changes?
   
   Yes. Users will now see a more streamlined documentation layout:
   - A single, cohesive entry for "DataFrame" documentation
   - A dedicated subpage for HTML rendering in Jupyter
   - Improved navigation within the user guide via updated toctree structure
   
   <!--
   If there are any breaking changes to public APIs, please add the `api 
change` label.
   -->
   


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