A Ruby example demonstrating how to pull friend data from Twitter API and use Geokit gem to geocode their profile locations. Code retrieves friends list, checks for location data, queries Yahoo's Geocoding API for coordinates, noting API rate limits and that profile locations may not reflect actual posting locations.