The subject disclosure pertains to systems and methods that generate a simulation database based upon a source database. The simulation database can be populated using a schema and statistics obtained from the source database. After population, the simulation database can be statistically similar to the source database, facilitating testing, analysis, support and database design. More particularly, data distribution histograms can be used to generate data to populate the simulation database. At the same time, the referential integrity can be maintained.