Datasets › SNAP
SNAP (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
Image Source: https://snap.stanford.edu/data/
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 174 papers for it but never published that list.
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SNAP
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections