As of the census of 2010, there were 1,077 people, 434 households, and 299 families residing in the town. The population density was. There were 491 housing units at an average density of. The racial makeup of the town was 65.3% White, 28.1% African American, 0.6% Native American, 1.3% Asian, 2.4% from other races, and 2.2% from two or more races. Hispanic or Latino of any race were 6.3% of the population. There were 434 households of which 32.0% had children under the age of 18 living with them, 48.4% were married couplesliving together, 14.5% had a female householder with no husband present, 6.0% had a male householder with no wife present, and 31.1% were non-families. 23.7% of all households were made up of individuals and 8.5% had someone living alone who was 65 years of age or older. The average household size was 2.48 and the average family size was 2.91. The median age in the town was 39.5 years. 22.5% of residents were under the age of 18; 9.2% were between the ages of 18 and 24; 25.5% were from 25 to 44; 30% were from 45 to 64; and 12.6% were 65 years of age or older. The gender makeup of the town was 48.0% male and 52.0% female.
2000 census
As of the census of 2000, there were 1,146 people, 425 households, and 328 families residing in the town. The population density was 1,387.9 people per square mile. There were 450 housing units at an average density of 545.0 per square mile. The racial makeup of the town was 72.34% White, 23.39% African American, 0.44% Native American, 0.70% Asian, 1.05% from other races, and 2.09% from two or more races. Hispanic or Latino of any race were 2.62% of the population. There were 425 households out of which 41.4% had children under the age of 18 living with them, 57.2% were married couples living together, 15.1% had a female householder with no husband present, and 22.6% were non-families. 16.2% of all households were made up of individuals and 7.1% had someone living alone who was 65 years of age or older. The average household size was 2.70 and the average family size was 2.95. In the town, the population was spread out with 28.8% under the age of 18, 6.7% from 18 to 24, 32.5% from 25 to 44, 22.0% from 45 to 64, and 10.0% who were 65 years of age or older. The median age was 34 years. For every 100 females, there were 92.0 males. For every 100 females age 18 and over, there were 84.2 males. The median income for a household in the town was $40,625, and the median income for a family was $42,188. Males had a median income of $30,398 versus $26,302 for females. The per capita income for the town was $17,451. About 9.6% of families and 9.7% of the population were below the poverty line, including 10.9% of those under age 18 and 7.9% of those age 65 or over.
On April 4, 2007, a small plane crashed into a field in Trappe, killing the private pilot and his two passengers. The aircraft had left White Plains, New York and was heading for North Carolina, when it encountered an area of intense thunderstorm activity. The left wing departed the ship while deviating around the area of bad weather. The NTSB determined the cause of the crash was "The pilot's improper decision to fly into an area of thunderstorms, which resulted in a loss of aircraft control and subsequent in-flight breakup. Contributing to the accident was the thunderstorm."