One interesting trend we've noted recently is the proliferation of papers, articles and blog posts about data science that don't just tell the result--they include data and code that allow anyone to repeat the analysis. It's far from universal (for a timely counterpoint, read this article
Relevant links:
https://github.com/fivethirtyeight/data
https://blog.patricktriest.com/police-data-python/