For me, the fun part would be extracting useful patterns from the commercial business and social media data. If you looked at the type of businesses that are usually around a sample of Peet’s coffee shops, how well could you predict their other locations? If you knew the patterns of social media geo tagged posts, how well could you infer foot traffic?
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