Alexandria is a city in Monroe Township, Madison County, Indiana, United States. It is about 48 miles northeast of Indianapolis. According to th…Alexandria is a city in Monroe Township, Madison County, Indiana, United States. It is about 48 miles northeast of Indianapolis. According to the 2020 census, its population was 5,149, nearly unchanged from 2010.