This is a linkpost for https://stanforddatascience.github.io/best-practices/
This handbook is a guide to conducting open, high-quality research; it was written by Dallas Card, Yan Min, and Stylianos Serghiou for the Stanford Data Science Initiative. I'm sharing it here because I think it's a valuable resource for anyone trying to do high-impact research.
The handbook can also be accessed at this page on the Stanford Data Science website, where it's embedded in an iframe.