rOpenSci creates technical infrastructure in the form of carefully vetted, staff- and community-contributed R software tools that lower barriers to working with scientific data sources on the web, creates social infrastructure through a welcoming and diverse community, makes the right data, tools and best practices more discoverable, builds capacity of software users and developers and fostering a sense of pride in their work, and promotes advocacy for a culture of data sharing and reusable software.