According to the United States Census Bureau, East Hodge has a total area of 0.2 square miles (0.6 km2), of which 0.18 acres (734 m2), or 0.12%, are water. The village sits on high ground between the Dugdemona River to the northwest and the Little Dugdemona River to the south.
As of the census[5] of 2000, there were 366 people, 135 households, and 100 families residing in the village. The population density was 1,529.2 inhabitants per square mile (590.4/km2). There were 157 housing units at an average density of 656.0 per square mile (253.3/km2). The racial makeup of the village was 4.64% White, 95.08% African American, and 0.27% Native American.
There were 135 households, out of which 39.3% had children under the age of 18 living with them, 29.6% were married couples living together, 43.0% had a female householder with no husband present, and 25.2% were non-families. 24.4% of all households were made up of individuals, and 11.9% had someone living alone who was 65 years of age or older. The average household size was 2.71 and the average family size was 3.22.
In the village, the population was spread out, with 37.4% under the age of 18, 9.3% from 18 to 24, 21.3% from 25 to 44, 20.8% from 45 to 64, and 11.2% who were 65 years of age or older. The median age was 28 years. For every 100 females, there were 71.8 males. For every 100 females age 18 and over, there were 63.6 males.
The median income for a household in the village was $11,786, and the median income for a family was $14,432. Males had a median income of $25,250 versus $12,159 for females. The per capita income for the village was $7,616. About 46.6% of families and 51.1% of the population were below the poverty line, including 66.4% of those under age 18 and 37.0% of those age 65 or over.
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