As researchers embrace open and transparent data sharing, they will need to provide information about their that effectively helps others understand sets’ contents. Without proper documentation, stored in online repositories such as OSF often be rendered unfindable unreadable by other indexing search engines. Data dictionaries codebooks a wealth of variables, collection, important facets set. T...