How to get data from WordPress.

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I tried to pull some data from one WordPress to another WordPress installation. As I normally do, first I checked if some fancy plugin or widget exist in enormous WordPress plugin repository. After a while, I did not find (did not conform all my needs) any nice and easy solution.