New Australia, South America

This is not really a question, I'm just wondering if any of you knew of this since the people i ask don't know ( all except one ), not even Aussies.

But in 1890, some communist Australians left Australia for Paraguay where they colonized a small part and named it New Australia, it didn't last long since the ring leader banned native girls , alcohol and was racist.
anyway there's a video of it here if you're interested or didn't know about it, but they interview the small community today that still exists.
It's not communist nowadays though.

http://www.youtube.com/watch?v=2Fbt9QiLWWc
the title reads Peru, but it's a mistake on the posters part.