The Victorian name generator uses data sourced from actual historical records, including census documents, birth registries, and death certificates from the 1837-1901 period. The names reflect genuine Victorian-era naming patterns and social customs, including the popularity of biblical names, family names, and royal names that were common during Queen Victoria’s reign.