Downloadable computer software for accessing and connecting to data assets, data files, data sources, data lakes, data warehouses, information directories, and software applications and programs; downloadable computer software for data discovery, data mining, data cataloguing, data asset management, and data governance; downloadable computer software for managing, organizing, publishing, hosting, running, automating, scheduling, discovering, sharing, and collaborating on workflows, analytic applications, macros, reports, dashboards, and data assets for data discovery, data mining, data cataloguing, data asset management, data governance, data cleansing, data blending, data preparation, data profiling, data science, data analytics, business analytics, diagnostic analytics, predictive analytics, predictive modeling, prescriptive analytics, spatial analytics, data visualization, process automation, process optimization, artificial intelligence, and machine learning; downloadable computer software for creating, administering, and managing multiple data and analytic workspaces within a multi-tenant architecture.