Proper data management and sharing is essential for improving rigor and reproducibility in scientific research data. Benefits of sharing scientific data include: expediting the translation of research results into knowledge, products and improvements to human health and the environment. Various federal agencies have implemented requirements at the proposal and award stage in order to promote the sharing of scientific data, samples, physical collections and other supporting materials.