Analytical researches and analyzes on distributed data are often needed with the need to aggregate distributed data sources into a data warehouse and perform various analyzes on them. The aggregation of information based on their type of information and its access policies is classified as difficult and difficult operating efficiency with very high computational costs and waste of resources. This paper provides a method for analyzing and distributing distributed data without the need for physical aggregation and real-time access.