For Ms. Williams the geo-tagging represents a new wave of information that can be culled from sites like Flickr and Twitter. “We’re going to see more research that’s using these types of finer-grained data sets, what I call data shadows, the traces that we leave behind as we go through the city,” she said. “They’re going to be important in uncovering what makes cities so dynamic.”