Higher-order organization of complex networks
Datasets
All of the data used in the main text and supplementary material of our paper is publicly available and downloadable from the SNAP collection.
Datasets used for analysis:
| Name | Type | Nodes | Edges | Description | Metadata |
|---|---|---|---|---|---|
| C-elegans-frontal | Directed | 131 | 764 | Frontal neuronal connections in C. elegans | Spatial coordinates of neurons |
| reachability | Directed | 456 | 71,959 | City reachability through air travel | City metropolitan populations, latitude and longitude |
| Florida-bay | Directed | 128 | 2,106 | Florida Bay food web | Species group classifications |
| S-cerevisiae | Directed, Signed | 690 | 1,094 | Transcriptional regulation in the yeast S. cerevisiae | Functional units of coherent feedforward loops |
| enwiki-2013 | Directed | 4,203,323 | 101,311,614 | Hyperlinks in English Wikipedia | Web page names |
| twitter-2010 | Directed | 41,652,230 | 1,468,364,884 | Twitter followers from 2010 snapshot | Twitter ids |
| web-Stanford | Directed | 281,903 | 2,312,497 | Web graph of Stanford.edu | N/A |
| ca-HepTh | Undirected | 9,877 | 25,998 | Collaboration network of Arxiv High Energy Physics Theory | N/A |
| ca-CondMat | Undirected | 23,133 | 93,497 | Collaboration network of Arxiv Condensed Matter | N/A |
Datasets used for scalability experiments:
| Name | Type | Nodes | Edges | Description |
|---|---|---|---|---|
| wiki-RfA | Directed | 10,835 | 159,388 | Wikipedia Requests for Adminship |
| email-EuAll | Directed | 265,214 | 420,045 | Email network from a EU research institution |
| cit-HepPh | Directed | 34,546 | 421,578 | Arxiv High Energy Physics paper citation network |
| soc-Slashdot0811 | Directed | 77,360 | 905,468 | Slashdot social network from November 2008 |
| web-NotreDame | Directed | 325,729 | 1,497,134 | Web graph of Notre Dame |
| amazon0601 | Directed | 403,394 | 3,387,388 | Amazon product co-purchasing network from June 1 2003 |
| wiki-Talk | Directed | 2,394,385 | 5,021,410 | Wikipedia talk (communication) network |
| ego-Gplus | Directed | 107,614 | 13,673,453 | Social circles from Google+ |
| uk-2014-tpd | Directed | 1,766,010 | 16,861,750 | Top private domain links on .uk web |
| soc-Pokec | Directed | 1,632,803 | 30,622,564 | Pokec online social network |
| uk-2014-host | Directed | 4,769,354 | 46,769,679 | Host links on .uk web |
| soc-LiveJournal1 | Directed | 4,847,571 | 68,993,773 | LiveJournal online social network |
| enwiki-2013 | Directed | 4,203,323 | 101,311,614 | Hyperlinks on English Wikipedia |
| uk-2002 | Directed | 18,484,117 | 292,243,663 | Hyperlinks on .uk web |
| arabic-2005 | Directed | 22,743,881 | 631,153,669 | Hyperlinks on arabic-language web pages |
| twitter-2010 | Directed | 41,652,230 | 1,468,364,884 | Twitter followers from 2010 snapshot |
| sk-2005 | Directed | 50,636,073 | 1,930,292,948 | Hyperlinks on .sk web |
| ego-Facebook | Undirected | 4,039 | 88,234 | Social circles from Facebook (anonymized) |
| ca-AstroPh | Undirected | 18,772 | 198,110 | Collaboration network of Arxiv Astro Physics |
| com-DBLP | Undirected | 317,080 | 1,049,866 | DBLP collaboration network |
| com-Youtube | Undirected | 1,134,890 | 2,987,624 | Youtube online social network |