The names produced by this generator are based on actual historical data from the 1920s, including census records and Social Security Administration statistics. The generator draws from popular names of the Roaring Twenties era, ensuring authenticity for your historical fiction, research, or creative projects. Common names like Mary, John, Elizabeth, and Charles are weighted according to their real-world frequency during that period.