Github user HyukjinKwon commented on the pull request:

    https://github.com/apache/spark/pull/12569#issuecomment-213280716
  
    @jaceklaskowski Because I thought obviously it is not clear. For me it 
sounds like adding whole documents for Accumulators. 
    As you just said, I think "Added screenshot and minor fixes to improve 
reading for Accumulators in the programming guide" would be better if this is 
grammatically correct.


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