Large Network Visualizations

Interactive visualizations of large networks using community detection and force-directed layouts

How it works

MyAnimeList Recommendations

Nodes are anime, edges are user recommendations. (2022)
Original node count:4,843
Original edge count:21,646
GitHub: platers / MAL-Map
anime modularity
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anime cpm
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Ingredient Flavor Compounds

Nodes are ingredients, edges are shared flavor compounds.
Original node count:1,496
Original edge count:221,753
Ahn, Y. Y., Ahnert, S. E., Bagrow, J. P., & Barabási, A. L. (2011). Flavor network and the principles of food pairing. Scientific reports, 1(1), 1-7.
flavor modularity
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flavor cpm
View with CPM

Subreddit Hyperlinks

Nodes are subreddits, edges are hyperlinks between posts on subreddits. (2014-2017)
Original node count:65,648
Original edge count:308,838
SNAP: Kumar, S., Hamilton, W. L., Leskovec, J., & Jurafsky, D. (2018, April). Community interaction and conflict on the web. In Proceedings of the 2018 world wide web conference (pp. 933-943).
reddit modularity
View with modularity

California Roads

Nodes are intersections and endpoints, edges are roads.
Original node count:1,957,027
Original edge count:2,760,388
SNAP: Leskovec, J., Lang, K. J., Dasgupta, A., & Mahoney, M. W. (2009). Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters. Internet Mathematics, 6(1), 29-123.
roads-CA cpm
View with CPM

Pennsylvania Roads

Nodes are intersections and endpoints, edges are roads.
Original node count:1,087,562
Original edge count:1,541,514
SNAP: Leskovec, J., Lang, K. J., Dasgupta, A., & Mahoney, M. W. (2009). Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters. Internet Mathematics, 6(1), 29-123.
roads-PA cpm
View with CPM

Texas Roads

Nodes are intersections and endpoints, edges are roads.
Original node count:1,351,137
Original edge count:1,879,201
SNAP: Leskovec, J., Lang, K. J., Dasgupta, A., & Mahoney, M. W. (2009). Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters. Internet Mathematics, 6(1), 29-123.
roads-TX cpm
View with CPM

Twitch Streamers

Nodes are Twitch streamers, edges are shared viewers. (2021)
Original node count:1,669
Original edge count:20,915
GitHub: KiranGershenfeld / VisualizingTwitchCommunities
twitch modularity
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twitch cpm
View with CPM

Berkeley-Stanford Web Graph

Nodes are pages on berkeley.edu and stanford.edu, edges are hyperlinks. (2002)
Original node count:654,782
Original edge count:6,581,870
SNAP: Leskovec, J., Lang, K. J., Dasgupta, A., & Mahoney, M. W. (2009). Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters. Internet Mathematics, 6(1), 29-123.
web-BS modularity
View with modularity