The paper "A Measurement-driven Analysis of Information Propagation in the Flickr Social Network" provides an answer: the propagation is quite slow, and each published photo "jumps" no more than 1-2 hops in Flicker social network.
I wonder how what would be the result for a similar study applied to social network more newsworthy such as Facebook or Twitter.
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