PDF said:
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Blue dot = country
Source - I recommend you read the section titled "studies comparing religious beliefs and I.Q."
I personally believe there may not be a clear correlation either way as other factors interfere. But I'm posting this stuff just to show you that there are plenty of studies that disagree with the one you posted.