Epinions Signed Trust Network

Directed signed trust network from Epinions.com. Users express trust (+1) or distrust (-1) towards other users. Edge weights are ±1.

npx keepset fetch snap-epinions-signed

Fetch and preview this dataset on this page, or download the result as JSON. The command line fetches it without a browser.

Overview

#	URL	Status	Retrieved	Read by recipe	Pinned snapshot	SHA-256
0	https://snap.stanford.edu/data/soc-sign-epinions.txt.gz	live	2026-03-27	yes	20260324141226raw	`214513a32f13`

Leskovec, Jure, Huttenlocher, Daniel, Kleinberg, Jon (2010). Signed Networks in Social Media. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems.

keepset/topology to graph/v1, as a crossmap crosswalk.

Rule	From	To	Direction
move	`meta`	`meta`	both
move	`nodes[].id`	`nodes[].id`	both
move	`edges[].source`	`edges[].source`	both
move	`edges[].target`	`edges[].target`	both

Edges	841,372
Nodes	131,828