Reinbeck is host to a golf course, various sports fields, a bike trail and hunting range, and a swimming pool. The pool features a zero depth entry zone, a high board and a low board, a water slide, in addition to changing rooms and a concession stand.
As of the census of 2010, there were 1,664 people, 738 households, and 468 families living in the city. The population density was. There were 802 housing units at an average density of. The racial makeup of the city was 98.7% White, 0.2% African American, 0.1% Native American, 0.1% Asian, 0.5% from other races, and 0.4% from two or more races. Hispanic or Latino of any race were 1.1% of the population. There were 738 households of which 25.7% had children under the age of 18 living with them, 52.4% were married couplesliving together, 6.9% had a female householder with no husband present, 4.1% had a male householder with no wife present, and 36.6% were non-families. 32.0% of all households were made up of individuals and 18.7% had someone living alone who was 65 years of age or older. The average household size was 2.20 and the average family size was 2.72. The median age in the city was 45.1 years. 20.9% of residents were under the age of 18; 7.8% were between the ages of 18 and 24; 21.2% were from 25 to 44; 26% were from 45 to 64; and 24% were 65 years of age or older. The gender makeup of the city was 48.5% male and 51.5% female.
2000 census
As of the census of 2000, there were 1,751 people, 730 households, and 492 families living in the city. The population density was 962.5 people per square mile. There were 769 housing units at an average density of 422.7 per square mile. The racial makeup of the city was 99.60% White, 0.11% African American, 0.17% Asian, 0.06% from other races, and 0.06% from two or more races. Hispanic or Latino of any race were 0.40% of the population. There were 730 households out of which 28.2% had children under the age of 18 living with them, 58.8% were married couples living together, 6.7% had a female householder with no husband present, and 32.6% were non-families. 29.9% of all households were made up of individuals and 17.8% had someone living alone who was 65 years of age or older. The average household size was 2.33 and the average family size was 2.87. 23.5% were under the age of 18, 6.3% from 18 to 24, 25.3% from 25 to 44, 21.5% from 45 to 64, and 23.4% were 65 years of age or older. The median age was 42 years. For every 100 females, there were 90.5 males. For every 100 females age 18 and over, there were 84.6 males. The median income for a household in the city was $36,667, and the median income for a family was $45,938. Males had a median income of $32,829 versus $21,618 for females. The per capita income for the city was $19,814. About 3.3% of families and 4.0% of the population were below the poverty line, including 2.3% of those under age 18 and 6.1% of those age 65 or over.