A method and system dynamically create aggregate tables. An aggregate table manager is instantiated that receives a plurality of aggregate table definitions, and generates aggregate tables based on the received aggregate table definitions. The aggregate table manager creates a view corresponding to each of the aggregate tables. The aggregate table manager creates and updates data entries in the aggregate tables based on their corresponding aggregate table definitions and data extracted from web site log files.