The total number of families in the Town of Ulysses increased from 1,479 in 2020 to 1,528 in 2021. It further grew to 1,572 in 2022, before slightly declining to 1,499 in 2023. The number of married families decreased, while the number of single father and single mother families fluctuated over the years.