That file contains a real dataset of poker players, edges are weighted with the amount of $ a player took to another. There several standard poker measure for each player.
This file contains a small graph showing the multiple possibilities of graph elements decoration. Various shapes can be used to render nodes or edges. Customs textures can be applied too.