PageRank Datasets and Code

- Kenneth Massey's Information Retrieval webpage: look under the "Data" section in the middle of the page.

- Panayiotis Tsaparas' University of Toronto Dissertation webpages1 2

- Jon Kleinberg's
*The Structure of Information Networks*Course webpage: look under the "Network Datasets" section at the bottom of the page.

- sample m-file for importing adjacency list into Matlab as PageRank matrix

- Albert Barabasi's
*Center for Complex Networks Research*webpage: look under the "Resources" section of the menu.

- sample m-file for importing adjacency list into Matlab as PageRank matrix

- Sep Kamvar's Stanford webpage: look under the "Data" and "Teaching" sections at the bottom of the page.

- sample m-file for importing adjacency list into Matlab as PageRank matrix

- David Gleich's Stanford webpage: the "Publications" and "Programs" sections contain papers and code for the PageRank problem.

- Mike Thelwall's
*Statistical Cybermetrics Research Group*webpage: look under the "Resources" tab at the top of the page.

Crawlers: smaller ----> larger-scale implementation

*surfer.m*: from Cleve Moler's new book,*Numerical Computing with Matlab*

*Webbot*: from Ken Massey's work

*SocSciBot 3*: from Mike Thelwall's Statistical Cybermetrics Research Group

*WebBase*: Stanford WebBase Project

*WebGraph*: Graph Compression Tools

Algorithms

- Various Matlab implementations of vanilla-flavored PageRank power algorithm: by Kamvar, by Moler, by Massey, by Langville

- Matlab implementation of Personalized PageRank power algorithm: by Langville

- Matlab implementation of Personalized PageRank power algorithm with Aitken Extrapolation: by Langville

- Matlab implementation of Personalized PageRank power algorithm with Quadratic Extrapolation: by Langville

- Matlab suite of m-files containing PageRank power, PageRank Gauss-Seidel, PageRank BiCGSTAB, PageRank GMRES, PageRank Arnoldi, and Personalized PageRank algorithms: by Gleich