nealrichardson commented on pull request #9615:
URL: https://github.com/apache/arrow/pull/9615#issuecomment-833924620


   I'm a little skeptical, with the exception of the big change on the 
data.frames of factor columns, that this isn't just noise. I don't think 
there's been any other changes in the data.frame to Arrow code between latest 
master and where this branch is based. 
   
   For the sake of argument, let's assume that "a little better or a little 
worse" is really just no change. I'm more surprised that there seems only to be 
that one improvement. The fannie mae dataset has 31 columns: with 8 cores, why 
is essentially the same performance as before/with 1 core?


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