The article examines differences in agricultural economy across Beijing townships in 2005 using spatial data mining techniques. By analyzing the per capita agricultural output value, the researchers found strong spatial correlations and variations among townships. This study reveals that the agricultural economy in Beijing townships shows both spatial clustering and differences in economic performance.