Online Social Networks and Media Resources

Home Homework Slides & References Reading Material Resources

Data Sets Stanford Network Analysis Project Datasets from Mark Newman�s page Datasets from KAIST Datasets from ICWSM Twitter dataset from MPI Koblenz Network Collection (KONECT) Tools and Software NetworkX Python library for studying graphs and networks Jung Java Graph Library. The R Project for Statistical Computing Gephi Open Graph Viz Platform SNAP A general purpose system for the analysis and manipulation of large graphs Code on Marc Newman�s page for processing networks Graph Partitioning Software METIS Pregel: Parallel graph processing, open source implementation Apache Giraph Map-Reduce: open source implementation, Hadoop Tutorials � Tutorials on Python Libraries for Data Science (from the Data Mining class) � Tutorial on data collection from Twitter and Foursquare (thanks to K. Semertzidis and I. Kotrotsios) Other courses Networks (Jon Kleinberg and Eva Tardos) Social and Information Network Analysis (Jure Leskovec)