As of the census of 2010 there were 8,969 residents of Glenwood. The median age was 39.5. The racial composition of the population was 66.7% Black or African-American, 27.3% White or European-American, 0.1% Native American, 0.3% Asian, 0.1% Pacific Islander, 3.3% from some other race and 2.2% reporting two or more races. 7.4% of the population was Hispanic or Latino of any race. As of the census of 2000, there were 9,000 people, 3,373 households, and 2,472 families residing in the village. The population density was 3,350.1 people per square mile. There were 3,461 housing units at an average density of 1,288.3 per square mile. The racial makeup of the village was 51.28% White, 44.53% African American, 0.10% Native American, 0.62% Asian, 0.10% Pacific Islander, 2.26% from other races, and 1.11% from two or more races. Hispanic or Latino of any race were 5.02% of the population. There were 3,373 households out of which 31.7% had children under the age of 18 living with them, 53.3% were married couplesliving together, 15.7% had a female householder with no husband present, and 26.7% were non-families. 23.7% of all households were made up of individuals and 9.7% had someone living alone who was 65 years of age or older. The average household size was 2.67 and the average family size was 3.16. In the village, the population was spread out with 25.4% under the age of 18, 7.4% from 18 to 24, 27.1% from 25 to 44, 27.1% from 45 to 64, and 13.0% who were 65 years of age or older. The median age was 39 years. For every 100 females, there were 87.2 males. For every 100 females age 18 and over, there were 82.3 males. The median income for a household in the village was $53,894, and the median income for a family was $67,161. Males had a median income of $46,439 versus $32,358 for females. The per capita income for the village was $24,356. About 3.3% of families and 3.7% of the population were below the poverty line, including 5.4% of those under age 18 and 3.4% of those age 65 or over.
Public schools in Glenwood include Longwood Elementary School, Hickory Bend Elementary School, Brookwood Middle School, and Brookwood Junior High School. Glenwood Academy is also located in Glenwood.
Places of worship
St. Andrews Church, St. John Catholic Church, The Spiritual Israel Temple of Glenwood, Calvary Baptist Church of Glenwood and Glenwood Bible Church.