joeramirez commented on issue #48057:
URL: https://github.com/apache/arrow/issues/48057#issuecomment-3492639276

   Hi @thisisnic .  Thanks for taking the time!
   I actually made a small reprex where I create a simulated dataframe similar 
to mine and then test reading from it with arrow and nanoparquet separately. 
Please see the attached R script for that.  Using that, I created the profviz 
profiles for the arrow and nano runs, which are also attached.  Lastly, there 
actually is a small difference in the objects from each run.  The arrow result 
looks to be a tibble I believe (class `"tbl_df"     "tbl"        "data.frame"`) 
while the nanoparquet result looks to be a dataframe (class `"tbl"        
"data.frame"`).  However, the data inside them matches.
   
   
[arrow_vs_nano.zip](https://github.com/user-attachments/files/23372192/arrow_vs_nano.zip)


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