SNAP (Stanford Large Network Dataset Collection)

Introduced by Leskovec et al. in SNAP Datasets: Stanford large network dataset collection

SNAP is a collection of large network datasets. It includes graphs representing social networks, citation networks, web graphs, online communities, online reviews and more.

Social networks : online social networks, edges represent interactions between people

Networks with ground-truth communities : ground-truth network communities in social and information networks

Communication networks : email communication networks with edges representing communication

Citation networks : nodes represent papers, edges represent citations

Collaboration networks : nodes represent scientists, edges represent collaborations (co-authoring a paper)

Web graphs : nodes represent webpages and edges are hyperlinks

Amazon networks : nodes represent products and edges link commonly co-purchased products

Internet networks : nodes represent computers and edges communication

Road networks : nodes represent intersections and edges roads connecting the intersections

Autonomous systems : graphs of the internet

Signed networks : networks with positive and negative edges (friend/foe, trust/distrust)

Location-based online social networks : social networks with geographic check-ins

Wikipedia networks, articles, and metadata : talk, editing, voting, and article data from Wikipedia

Temporal networks : networks where edges have timestamps

Twitter and Memetracker : memetracker phrases, links and 467 million Tweets

Online communities : data from online communities such as Reddit and Flickr

Online reviews : data from online review systems such as BeerAdvocate and Amazon

User actions : actions of users on social platforms.

Face-to-face communication networks : networks of face-to-face (non-online) interactions

Graph classification datasets : disjoint graphs from different classes


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