2020 census

As of the 2020 United States census, there were 3,122 people, 1,126 households, and 756 families residing in the town.

2000 census

As of the census^[3] of 2000, there were 3,066 people, 1,103 households, and 788 families residing in the town. The population density was 947.1 inhabitants per square mile (365.7/km²). There were 1,211 housing units at an average density of 374.1 per square mile (144.4/km²). The racial makeup of the town was 48.76% White, 40.48% African American, 0.23% Native American, 9.95% from other races, and 0.59% from two or more races. Hispanic or Latino of any race were 19.37% of the population.

There were 1,103 households, out of which 33.6% had children under the age of 18 living with them, 40.8% were married couples living together, 24.6% had a female householder with no husband present, and 28.5% were non-families. 24.5% of all households were made up of individuals, and 11.4% had someone living alone who was 65 years of age or older. The average household size was 2.75 and the average family size was 3.21.

In the town, the population was spread out, with 28.0% under the age of 18, 12.2% from 18 to 24, 28.1% from 25 to 44, 18.6% from 45 to 64, and 13.1% who were 65 years of age or older. The median age was 31 years. For every 100 females, there were 97.9 males. For every 100 females age 18 and over, there were 93.9 males.

The median income for a household in the town was $26,964, and the median income for a family was $31,042. Males had a median income of $25,208 versus $19,921 for females. The per capita income for the town was $13,032. About 22.9% of families and 28.5% of the population were below the poverty line, including 37.4% of those under age 18 and 18.5% of those age 65 or over.