Downloadable computer software for the collection, editing, organizing, modifying, transmission, storage, and sharing of anonymized data and information; Downloadable computer software to de-identify information for secure privacy-preserving data collaboration, for use in secure and regulatory compliant database management and electronic storage of data that leverages new consumer data sources.