This document discusses the advantages of scientific data publication and open sharing, as well as perceptions and barriers around data publishing. It notes that while 90% of scientists think data should be freely shared, only 10% actually do so. Common reasons for not publishing data include concerns about privacy, competition, effort required, and retaining exclusive rights. The document then introduces some data publication tools and frameworks to help standardize, upload, publish, and incentivize high-quality data sharing, including the Integrated Publishing Toolkit, AntaBIF, data papers, and scholarly credit and citation for data publishers.