A new Data Science Association has been created. It is only a few months old. Currently, for a limited time, a one-year membership is free. The Data Science Association promises to offer networking possibilities, conference discounts, and other benefits.
One of the main contributions the Data Science Association has made so far is a Data Science Code of Conduct. It provides some solid definitions and guidelines for being a data scientist. It is worth reading through.