Look a little further south in S. America and you find a lot of Arabs. Paraguay has the largest population, or so I'm told.
The region is called La Triple Frontera. It is a hotbed of drug production, Al Qaeda and Hizbollah activity, outlawry, smuggling, etc. What government there is there is open to corruption by criminal and terrorist elements. The perfect place to establish a jihadistan.