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jodie_wikipedia — Wikipedia page edits (JODIE, 2019)

Description

A bipartite network of Wikipedia editors and the pages they edited, compiled by Kumar, Zhang and Leskovec from one month of public Wikipedia edit records. Only the 1,000 most edited pages and the editors who made at least 5 edits to them are included. Each edit is a timestamped edge between an editor and a page; repeated edits of the same page by the same editor are separate edges. Edges are annotated with a feature vector computed from the text of the edit, using the categories of the Linguistic Inquiry and Word Count (LIWC) lexicon, and with a label marking the last edit of editors that were subsequently banned from Wikipedia (217 editors).

The network has the following properties:

  • Nodes: id, the identifier of the editor or page in the original data (editors and pages are numbered separately); is_page, whether the node is a page (otherwise it is an editor).
  • Edges: time, the time of the edit, in seconds since the first edit in the data; banned, 1 if this is the last edit of an editor who was then banned, otherwise 0; features, the 172-dimensional LIWC feature vector of the edit text.
Tags
Informational Web graph Multigraph Timestamps Metadata
Citation
  • S. Kumar, X. Zhang, J. Leskovec, "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks." Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (2019) 10.1145/3292500.3330895 Sci-Hub
Upstream URL OK
http://snap.stanford.edu/jodie/
Networks
Tip: hover over a column header for a description.
Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
jodie_wikipedia 9,227 157,474 34.13 86.40 24.32 719.63 0.18 0.00 11 0.99 Undirected Bipartite id is_page time banned features 5.2 MiB 8.1 MiB 8.1 MiB 22.0 MiB