Publishing reproducible data analysis is an expectation in many domains and is growing in popularity. Here's a good overview of what that means exactly and how one news team is accomplishing it.
I would add to his article the following:
You can learn about Reproducible Research with R in this excellent free course from Coursera and Johns Hopkins University.
You can create a R markdown document (which merges R code into a document which is also a report of the analysis you have done. It can then be published on RPUBS for all to see.
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