Online Social Networks Data Collection

Summary

Most datasets in my library are from SNAP. Since my research focuses on undirected graph, I convert all the networks into undirected versions and both undirected and original graphs download links are provided.

Random Walk(RW) sampling method involves connected graph, in the "Inflated" paper, I used weakly connected component instead of original graph to do the experiment.

Datasets

Networks Amazon Berkley-Stanford Citation Patent DBLP EmailEu Facebook-Orleans Flickr Gnutella Google Gowalla
Degree Distribution
Nodes 410,236 685,230 3,774,768 511,163 265,009 63,731 105,936 62,561 875,713 196,591
Average Degree 11.89 19.41 8.75 7.32 2.75 25.64 43.43 4.73 9.87 9.67
γ Value 1.27 14.69 1.20 1.61 13.93 1.56 2.65 1.21 4.02 5.54
Graph Conductance

Networks IMDB Facebook-2 RoadNetCA NotreDame Skitter Slashdot Epinions Stanford WikiTalk Youtube
Degree Distribution
Nodes 374,511 2,937,612 1,965,206 325,729 1,696,415 82,168 75,879 281,903 2,394,385 1,138,499
Average Degree 80.18 14.27 2.82 5.25 13.08 12.27 10.69 14.14 3.89 5.25
γ Value 2.05 3.14 0.35 6.40 10.46 3.35 4.02 11.79 26.34 9.65
Graph Conductance