vi.sualize.us User–Picture Tagging Network
vi.sualize.us user–picture network, a network of the Koblenz Network Collection (KONECT) (User–picture assignment). KONECT's file for it has the header `% bip positive`, i.e. a bipartite network with weights marked `positive`. This copy holds 2,298,816 edges between 17,122 user nodes and 495,402 picture nodes.
Cite this dataset at
visualize-us-tagging.echo.directory
Analytics
The full graph has 512,524 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.
Computed over the full corpus.
Record
- Catalog key
pics- Authors
- Neubauer, Nicolas; Obermayer, Klaus
- Year
- 2010
- Source paper
- Analysis of the Visualize.us folksonomy
- License
- Unknown
- Records
- 2,298,816
- Nodes
- 512,524
- Edges
- 997,840
- Nodes are
- user / picture
- Edges are
- tag assignment
- Attributes
- nodes have no attributes; edges have no attributes
- Languages
- en
- Tasks
- Recommendation (ranking) inferred
From the graph: link prediction, community detection
Provenance
- Originally published at
- https://konect.cc/networks/pics_ui/ unverified
- Original files as received
- The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-19, 4.3 MB across 1 files. Checksums in MANIFEST.json. For use, start with the data package below.
- Data package
- Version 1.0.0 of this dataset as an ECHO Data Package: edges (2,298,816 rows).
- Structure
- Bipartite network, Multigraph (repeated links)
How to cite
BibTeX
@misc{echo2026,
title = {ECHO: Exploratory Compendium of Humanity Online},
author = {Switzer, Braden and Zafarani, Reza},
year = {2026},
url = {https://echo.directory},
note = {Syracuse University}
}
@misc{neubauer2010,
title = {Analysis of the Visualize.us folksonomy},
author = {Neubauer, Nicolas and Obermayer, Klaus},
year = {2010},
note = {Unpublished, 2010.}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Neubauer, N., & Obermayer, K. (2010). vi.sualize.us User–Picture Tagging Network [Data set]. https://visualize-us-tagging.echo.directory/
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Neubauer, Nicolas, and Klaus Obermayer. vi.sualize.us User–Picture Tagging Network. 2010, visualize-us-tagging.echo.directory/.