[irfan]

Right now they are based on person's location but we can extract the location from content only if content has this information. In case of tweets, not all tweets contain this information.

[svigraham]

Yeah, you are right. But, you can use foursquare/gowalla checkins and pair it up with content. But, it might not be worth doing.