Characteristics and Origin of the Clydesdale Horse. The Clydesdale is a breed of heavy draft horse developed in and deriving its name from the district in Scotland where it was founded. Its type was evolved by the farmers of Lanarkshire, through which the River Clyde flows. The old name for Lanarkshire is Clydesdale.