This study attempts to explore potential spatial association among PKK-KONGRA GEL (People's Congress of Kurdistan) terror incidents rates across the cities in Turkey from 2003 to 2004. To fill the possible deficiencies for traditional statistical analyses across the geography, the current research addresses the significant role of spatial dependency before finalizing any statistical model associated with the geography. It, therefore, realizes positive spatial autocorrelation by utilizing Moran's I and LISA statistics. Accordingly, it contends that any results with these models might more reliably direct the essential policy considerations about terrorism after understanding and coping with the possible spatial dependency in the incident distribution.