The Village of Dexter is in the south part of the Town of Brownville and is west of Watertown.
As of the census of 2000, there were 1,120 people, 420 households, and 299 families residing in the village. The population density was 2,704.7 people per square mile (1,054.7/km). There were 455 housing units at an average density of 1,098.8/sq mi (428.5/km). The racial makeup of the village was 97.86% White, 0.27% African American, 0.27% Native American, 0.45% Asian, and 1.16% from two or more races. Hispanic or Latino of any race were 0.62% of the population.
There were 420 households out of which 37.4% had children under the age of 18 living with them, 48.6% were married couples living together, 17.9% had a female householder with no husband present, and 28.8% were non-families. 24.8% of all households were made up of individuals and 13.3% had someone living alone who was 65 years of age or older. The average household size was 2.62 and the average family size was 3.10.
In the village the population was distributed with 28.8% under the age of 18, 8.5% from 18 to 24, 26.7% from 25 to 44, 20.5% from 45 to 64, and 15.4% who were 65 years of age or older. The median age was 36 years. For every 100 females there were 78.3 males. For every 100 females age 18 and over, there were 74.4 males.
The median income for a household in the village was $33,482, and the median income for a family was $40,000. Males had a median income of $36,875 versus $19,706 for females. The per capita income for the village was $17,138. About 14.2% of families and 14.1% of the population were below the poverty line, including 11.7% of those under age 18 and 24.1% of those age 65 or over.