According to the United States Census Bureau, the village has a total area of 1.10 square miles (2.85 km2), of which 1.02 square miles (2.64 km2) is land and 0.08 square miles (0.21 km2) is water.
As of the census of 2010, there were 1,282 people, 516 households, and 345 families residing in the village. The population density was 1,256.9 inhabitants per square mile (485.3/km2). There were 575 housing units at an average density of 563.7 per square mile (217.6/km2). The racial makeup of the village was 96.2% White, 0.6% African American, 0.2% Native American, 0.2% Asian, 0.6% from other races, and 2.2% from two or more races. Hispanic or Latino of any race were 1.7% of the population.
There were 516 households of which 34.3% had children under the age of 18 living with them, 45.7% were married couples living together, 15.5% had a female householder with no husband present, 5.6% had a male householder with no wife present, and 33.1% were non-families. 27.9% of all households were made up of individuals and 14.1% 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 3.01.
The median age in the village was 35.4 years. 26.1% of residents were under the age of 18; 9.8% were between the ages of 18 and 24; 24.7% were from 25 to 44; 25.6% were from 45 to 64; and 13.9% were 65 years of age or older. The gender makeup of the village was 46.2% male and 53.8% female.
Annual Memorial Day Parade. The parade is sponsored by Bellevue's American Legion Post 280 and the Township of Bellevue.
Independence Day Fireworks, 4 July, every year. The fireworks are launched from the athletic fields between the Bellevue Middle School and the Bellevue Elementary School.
Each summer the Bellevue Athletic Boosters hosts the Bellevue Car, Truck, and Motorcycle Show in downtown Bellevue. The 2017 show was the 23rd annual and was held from 7–8 July. In addition to the car show, there are garage sales, vendor booths, a pancake & sausage breakfast held at the Bellevue United Methodist Church, hotdog lunches at the Bellevue Fire Station, and on 9 July a 3 on 3 basketball tournament was held.
Bellevue's Spooky Saturday Halloween Special is held each year in Washington Park, downtown Bellevue, and kicks off with a 40 foot pumpkin drop. The event also features a carved pumpkin contest, family-fun games, 50/50 drawing, bicycle raffle, DJ, and pets in the park. In 2017, the event will be held on 28 October from 4PM-6PM.