There is the city of Venice and there is Venice Township. Both are in Madison County. Venice Township is just a very small unincorporated area really located in the Granite City area. I live in Venice Township. The city of Venice is next to Madison and runs to the Mississippi River where the McKinley Bridge is located. I hope this helps Phyllis