Github user BryanCutler commented on the issue:

    https://github.com/apache/spark/pull/21427
  
    I think it's pretty common that users will construct a pd.DataFrame from a 
dict and see this issue.  So I think we have to use the column name instead of 
index.  I can't remember if this was previously discussed or not.  cc 
@icexelloss @HyukjinKwon @ueshin 


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