Youtube social network and ground-truth communities
Description
Description
The Youtube social network and ground-truth communities dataset, part of the Stanford Network Analysis Project (SNAP), captures a social network provided from the video-sharing site YouTube: users form friendships and can create groups which other users join, with each user-defined group treated as a ground-truth community. It includes the largest connected component of the friendship network, ground-truth community assignments (connected components per group with at least 3 nodes), and the top 5,000 highest-quality communities, with 1,134,890 nodes, 2,987,624 edges, an average clustering coefficient of 0.0808, a diameter of 20, and 8,385 communities with an average size of 13.50.
Use the following BibTeX citation for the SNAP network datasets:
@misc{snapnets,
author = {Jure Leskovec and Andrej Krevl},
title = {{SNAP Datasets}: {Stanford} Large Network Dataset Collection},
howpublished = {\url{http://snap.stanford.edu/data}},
month = jun,
year = 2014
}
Details
| Resource type | Open dataset |
| Title | Youtube social network and ground-truth communities |
| Creators |
|
| Publisher | Stanford Network Analysis Project (SNAP) |
| Year of publication | 2012 |
| Research fields | Business Administration Economics Psychology Sociology Political Science Economic & Social History Communication Sciences Educational Research Other |
| Companies | YouTube |
| Size | 0.01 GB |
| Formats | Text (generally ASCII or ISO 8859-n) (.txt) GZip Compressed Archive (.gz) |
| External resource | http://snap.stanford.edu/data/com-Youtube.html |
Additional details
Related works
- Is cited by
- Journal article: https://ieeexplore.ieee.org/iel7/5962385/6104215/09732192.pdf?casa_token=TDYkGMF7rtUAAAAA:k2o8sW-ZMU7rPxDFKuT4iwsdsjV6fI6H0YULqQh5S8WUHxrqsz7V160-7kqpOceO0PLEuVE_cSXD (URL)
- Is described by
- Conference paper: 10.1145/2350190.2350193 (DOI)