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@netzschleuder@social.skewed.de
2025-10-16 01:00:05

social_location: Location-based social networks
Two location-based online social networks, where nodes are accounts and edges are declared friendships. Networks includes checkins by these users.
This network has 58228 nodes and 428156 edges.
Tags: Social, Online, Spatial
networks.skewed…

social_location: Location-based social networks. 58228 nodes, 428156 edges. https://networks.skewed.de/net/social_location#brightkite

social_location — Location-based social networks
Two location-based online social networks, where nodes are accounts and edges are declared friendships. Networks includes checkins by these users.

@Techmeme@techhub.social
2025-10-16 11:01:06

The US FCC announces proceedings to potentially bar Hong Kong telecom HKT and its subsidiaries from accessing domestic US networks, citing its ties to China (Dylan Butts/CNBC)
cnbc.com/2025/10/16/us-block-h

FCC moves to expel one of Hong Kong’s largest telco companies from U.S. networks
The U.S. has taken steps to block one of Hong Kong’s largest phone companies from accessing the country's domestic telecom networks over national security concerns.

@netzschleuder@social.skewed.de
2026-01-15 19:00:06

social_location: Location-based social networks
Two location-based online social networks, where nodes are accounts and edges are declared friendships. Networks includes checkins by these users.
This network has 58228 nodes and 428156 edges.
Tags: Social, Online, Spatial
networks.skewed…

social_location: Location-based social networks. 58228 nodes, 428156 edges. https://networks.skewed.de/net/social_location#brightkite

social_location — Location-based social networks
Two location-based online social networks, where nodes are accounts and edges are declared friendships. Networks includes checkins by these users.

@midtsveen@social.linux.pizza
2026-01-15 18:22:20

The working class is the fundamental force that produces the material conditions necessary for the reproduction of society, and through our collective labor we not only create food, shelter, healthcare, education, transportation, and communication networks, but we also sustain and reproduce the conditions that allow every aspect of social life to continue functioning, so that even those who do not work, whether they are managers, bureaucrats, or capitalists, depend entirely on our labor for …

Black-and-white portrait of Rudolf Rocker on the left. On the right, a quote reads: “We have come more and more under the dominance of mechanics and sacrificed living humanity to the dead rhythm of the machine without most of us even being conscious of the monstrosity of the procedure. Hence we frequently deal with such matters with indifference and in cold blood as if we handled dead things and not the destinies of men.” The quote is attributed to Rudolf Rocker.
@Mediagazer@mstdn.social
2025-11-14 18:39:56

JTN Networks, parent company of Just the News, acquires The Post Millennial and Human Events, which has been featuring columns and podcasts from Jack Posobiec (Ted Johnson/Deadline)
deadline.com/2025/11/right-win

JTN Networks Acquires Post Millennial And Human Events In Union Of Brands On The Right
JTN Networks, the parent company of Just the News, has acquired the Human Events and The Post Millennial, uniting news brands on the right. Human Events, which was founded in 1944 and has more recently featured columns and podcasts from Jack Posobiec, the MAGA influencer, will end daily publication this month and will be transformed […]

@netzschleuder@social.skewed.de
2025-11-16 15:00:06

social_location: Location-based social networks
Two location-based online social networks, where nodes are accounts and edges are declared friendships. Networks includes checkins by these users.
This network has 58228 nodes and 428156 edges.
Tags: Social, Online, Spatial
networks.skewed…

social_location: Location-based social networks. 58228 nodes, 428156 edges. https://networks.skewed.de/net/social_location#brightkite

social_location — Location-based social networks
Two location-based online social networks, where nodes are accounts and edges are declared friendships. Networks includes checkins by these users.

@Techmeme@techhub.social
2025-10-16 09:10:39

A look at efforts in Sweden to make its banking systems and payment networks resilient to hybrid warfare attacks; 90% of Sweden's transactions are digital (Evelina Youcefi/Bloomberg)
bloomberg.com/news/articles/20

@Mediagazer@mstdn.social
2025-11-15 01:31:09

Google and Disney's agreement gives YouTube TV users access to ESPN's full lineup of sports, including ESPN Unlimited, at no additional cost by the end of 2026 (Todd Spangler/Variety)
variety.com/2025/tv/news/youtu

YouTube TV and Disney Reach Deal Ending Two-Week Blackout of ESPN, ABC
ESPN, ABC and other Disney TV networks are coming back to YouTube TV, after the media conglomerate and Google reached a deal on pricing and terms for a renewed carriage deal.

@netzschleuder@social.skewed.de
2026-01-15 07:00:29

myspace_aminer: MySpace social graph
This network contains the social graph of MySpace, a social networking website which also has a strong music emphasis. A directed edge (i,j) means that user i follows user j.
This network has 854498 nodes and 6489736 edges.
Tags: Social, Online, Unweighted
netwo…

myspace_aminer: MySpace social graph. 854498 nodes, 6489736 edges. https://networks.skewed.de/net/myspace_aminer

myspace_aminer — MySpace social graph
This network contains the social graph of MySpace, a social networking website which also has a strong music emphasis. A directed edge (i,j) means that user i follows user j.

@netzschleuder@social.skewed.de
2026-01-16 06:00:04

copenhagen: Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.
This network has 800 nodes and 6429 edges.
Tags: Social, Offline, Unwei…

copenhagen: Copenhagen Networks Study. 800 nodes, 6429 edges. https://networks.skewed.de/net/copenhagen#fb_friends

copenhagen — Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.

@netzschleuder@social.skewed.de
2026-01-15 06:00:04

dolphins: Dolphin social network (1994-2001)
An undirected social network of frequent associations observed among 62 dolphins (Tursiops) in a community living off Doubtful Sound, New Zealand, from 1994-2001.
This network has 62 nodes and 159 edges.
Tags: Social, Animal, Unweighted
networks.skewed.de/net/dolphins…

dolphins: Dolphin social network (1994-2001). 62 nodes, 159 edges. https://networks.skewed.de/net/dolphins

dolphins — Dolphin social network (1994-2001)
An undirected social network of frequent associations observed among 62 dolphins (Tursiops) in a community living off Doubtful Sound, New Zealand, from 1994-2001.

@netzschleuder@social.skewed.de
2026-01-16 07:00:11

petster: Pet owner social networks (2016)
A network of friendships among users on catster.com and dogster.com. Node represents a user, and edge exists if two users self-identify as friends on either website. The dogster/catster network also contains family links between dog and dog, cat and cat, as well as dog and cat.
This network has 623766 nodes and 15699276 edges.
Tags: Social, Online, Unweighted

petster: Pet owner social networks (2016). 623766 nodes, 15699276 edges. https://networks.skewed.de/net/petster

petster — Pet owner social networks (2016)
A network of friendships among users on catster.com and dogster.com. Node represents a user, and edge exists if two users self-identify as friends on either website. The dogster/catster network also contains family links between dog and dog, cat and cat, as well as dog and cat.

@netzschleuder@social.skewed.de
2026-01-14 19:00:05

anybeat: Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.
This network has 12645 nodes and 67053 edges.
Tags: Social, Online, Unweighted
ne…

anybeat: Anybeat social network (2013). 12645 nodes, 67053 edges. https://networks.skewed.de/net/anybeat

anybeat — Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.

@netzschleuder@social.skewed.de
2025-11-15 17:00:04

anybeat: Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.
This network has 12645 nodes and 67053 edges.
Tags: Social, Online, Unweighted
ne…

anybeat: Anybeat social network (2013). 12645 nodes, 67053 edges. https://networks.skewed.de/net/anybeat

anybeat — Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.

@netzschleuder@social.skewed.de
2025-12-14 19:00:04

anybeat: Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.
This network has 12645 nodes and 67053 edges.
Tags: Social, Online, Unweighted
ne…

anybeat: Anybeat social network (2013). 12645 nodes, 67053 edges. https://networks.skewed.de/net/anybeat

anybeat — Anybeat social network (2013)
A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.

@netzschleuder@social.skewed.de
2025-11-15 15:00:04

marvel_universe: Marvel Universe social network
The Marvel Universe collaboration network, where two Marvel characters are considered linked if they jointly appear in the same Marvel comic book.
This network has 19428 nodes and 95497 edges.
Tags: Social, Fictional, Unweighted
networks.skewed.de/ne…

marvel_universe: Marvel Universe social network. 19428 nodes, 95497 edges. https://networks.skewed.de/net/marvel_universe

marvel_universe — Marvel Universe social network
The Marvel Universe collaboration network, where two Marvel characters are considered linked if they jointly appear in the same Marvel comic book

@netzschleuder@social.skewed.de
2025-12-15 03:00:04

marvel_universe: Marvel Universe social network
The Marvel Universe collaboration network, where two Marvel characters are considered linked if they jointly appear in the same Marvel comic book.
This network has 19428 nodes and 95497 edges.
Tags: Social, Fictional, Unweighted
networks.skewed.de/ne…

marvel_universe: Marvel Universe social network. 19428 nodes, 95497 edges. https://networks.skewed.de/net/marvel_universe

marvel_universe — Marvel Universe social network
The Marvel Universe collaboration network, where two Marvel characters are considered linked if they jointly appear in the same Marvel comic book

@netzschleuder@social.skewed.de
2025-12-14 20:00:13

flickr_groups: OSN user groups (2007)
Bipartite networks of the affiliations between users and groups on several online social network sites, including Flickr, YouTube, LiveJournal, and Orkut, extracted in 2007.
This network has 499610 nodes and 8545307 edges.
Tags: Social, Online, Unweighted
networ…

flickr_groups: OSN user groups (2007). 499610 nodes, 8545307 edges. https://networks.skewed.de/net/flickr_groups

flickr_groups — OSN user groups (2007)
Bipartite networks of the affiliations between users and groups on several online social network sites, including Flickr, YouTube, LiveJournal, and Orkut, extracted in 2007.

@netzschleuder@social.skewed.de
2026-01-16 10:00:04

faculty_hiring: Faculty hiring networks (Comp. Sci., Business, History)
Three networks of faculty hiring in Computer Science Departments, Business Schools, and History Departments. Each node is a PhD-granting institution in the respective field, and a directed edge (i,j) indicates that a person received their PhD from node i and was tenure-track faculty at node j during time of collection (2011-2013). All data collected from faculty public rosters at the sampled institutions.
Thi…

faculty_hiring: Faculty hiring networks (Comp. Sci., Business, History). 145 nodes, 4538 edges. https://networks.skewed.de/net/faculty_hiring#history

faculty_hiring — Faculty hiring networks (Comp. Sci., Business, History)
Three networks of faculty hiring in Computer Science Departments, Business Schools, and History Departments. Each node is a PhD-granting institution in the respective field, and a directed edge (i,j) indicates that a person received their PhD from node i and was tenure-track faculty at node j during time of collection (2011-2013). All data collected from faculty public rosters at the sampled institutions

@netzschleuder@social.skewed.de
2025-12-16 12:00:04

faculty_hiring: Faculty hiring networks (Comp. Sci., Business, History)
Three networks of faculty hiring in Computer Science Departments, Business Schools, and History Departments. Each node is a PhD-granting institution in the respective field, and a directed edge (i,j) indicates that a person received their PhD from node i and was tenure-track faculty at node j during time of collection (2011-2013). All data collected from faculty public rosters at the sampled institutions.
Thi…

faculty_hiring: Faculty hiring networks (Comp. Sci., Business, History). 145 nodes, 4538 edges. https://networks.skewed.de/net/faculty_hiring#history

faculty_hiring — Faculty hiring networks (Comp. Sci., Business, History)
Three networks of faculty hiring in Computer Science Departments, Business Schools, and History Departments. Each node is a PhD-granting institution in the respective field, and a directed edge (i,j) indicates that a person received their PhD from node i and was tenure-track faculty at node j during time of collection (2011-2013). All data collected from faculty public rosters at the sampled institutions

@netzschleuder@social.skewed.de
2026-01-16 05:00:04

zebras: Zebras (2002)
Social interactions among a group of wild Grevy's zebras (Equus grevyi), observed in Mpala Ranch in Kenya in 2002. Metadata (UCINET version) provides animal sex and lactation status.
This network has 27 nodes and 111 edges.
Tags: Social, Animal, Unweighted, Metadata
networks.skewed.de/net…

zebras: Zebras (2002). 27 nodes, 111 edges. https://networks.skewed.de/net/zebras

zebras — Zebras (2002)
Social interactions among a group of wild Grevy's zebras (Equus grevyi), observed in Mpala Ranch in Kenya in 2002. Metadata (UCINET version) provides animal sex and lactation status.

@netzschleuder@social.skewed.de
2025-10-16 12:00:08

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 83803 nodes and 122078 edges.
Tags: Social, Communication, Unweighted, Multigraph…

wiki_talk: Wikipedia talk networks. 83803 nodes, 122078 edges. https://networks.skewed.de/net/wiki_talk#bn

wiki_talk — Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.

@netzschleuder@social.skewed.de
2025-10-16 05:00:41

lastfm: last.fm listening habits (2007)
Two bipartite networks from the music website last.fm, giving the user-song and user-band interactions. Nodes are users and songs/bands, and an edge (i,j) denotes that a user i listens to the song/band j.
This network has 1085612 nodes and 19150868 edges.
Tags: Social, Online, Unweighted

lastfm: last.fm listening habits (2007). 1085612 nodes, 19150868 edges. https://networks.skewed.de/net/lastfm#song

lastfm — last.fm listening habits (2007)
Two bipartite networks from the music website last.fm, giving the user-song and user-band interactions. Nodes are users and songs/bands, and an edge (i,j) denotes that a user i listens to the song/band j.

@netzschleuder@social.skewed.de
2025-10-16 03:00:08

marker_cafe: The Marker Cafe (2011)
Snapshot of connections among users of the Israeli social network Marker Cafe, collected in 2011. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.
This network has 69413 nodes and 1644849 edges.
Tags: Social, Online, Unweighted

marker_cafe: The Marker Cafe (2011). 69413 nodes, 1644849 edges. https://networks.skewed.de/net/marker_cafe

marker_cafe — The Marker Cafe (2011)
Snapshot of connections among users of the Israeli social network Marker Cafe, collected in 2011. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.

@netzschleuder@social.skewed.de
2025-12-16 08:00:04

movielens_100k: MovieLens 100K (1998)
Three bipartite networks that make up the MovieLens 100K Dataset, a stable benchmark dataset of 100,000 ratings from 1000 users on 1700 movies. These data capture the tag-movie, user-movie, and user-tag networks. (Also available from MovieLens are 1M, 10M and 20M folksonomy datasets.).
This network has 24129 nodes and 95580 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps

movielens_100k: MovieLens 100K (1998). 24129 nodes, 95580 edges. https://networks.skewed.de/net/movielens_100k

movielens_100k — MovieLens 100K (1998)
Three bipartite networks that make up the MovieLens 100K Dataset, a stable benchmark dataset of 100,000 ratings from 1000 users on 1700 movies. These data capture the tag-movie, user-movie, and user-tag networks. (Also available from MovieLens are 1M, 10M and 20M folksonomy datasets.)

@netzschleuder@social.skewed.de
2025-12-15 15:00:03

ceo_club: CEO Club Memberships
A bipartite network of the memberships of chief executive officers and the social organizations (clubs) to which they belong, from the Minneapolis-St. Paul area. Data originally collected by Galaskiewicz in 1985.
This network has 40 nodes and 95 edges.
Tags: Social, Affiliation, Unweighted

ceo_club: CEO Club Memberships. 40 nodes, 95 edges. https://networks.skewed.de/net/ceo_club

ceo_club — CEO Club Memberships
A bipartite network of the memberships of chief executive officers and the social organizations (clubs) to which they belong, from the Minneapolis-St. Paul area. Data originally collected by Galaskiewicz in 1985.

@netzschleuder@social.skewed.de
2026-01-15 18:00:50

hyves: Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.
This network has 1402673 nodes and 2777419 edges.
Tags: Social, Online, Unweighted

hyves: Hyves friendship network (2010). 1402673 nodes, 2777419 edges. https://networks.skewed.de/net/hyves

hyves — Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.

@netzschleuder@social.skewed.de
2025-11-14 18:00:44

hyves: Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.
This network has 1402673 nodes and 2777419 edges.
Tags: Social, Online, Unweighted

hyves: Hyves friendship network (2010). 1402673 nodes, 2777419 edges. https://networks.skewed.de/net/hyves

hyves — Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.

@netzschleuder@social.skewed.de
2025-12-15 05:00:50

hyves: Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.
This network has 1402673 nodes and 2777419 edges.
Tags: Social, Online, Unweighted

hyves: Hyves friendship network (2010). 1402673 nodes, 2777419 edges. https://networks.skewed.de/net/hyves

hyves — Hyves friendship network (2010)
A network of friendships among users of Hyves, an online social networking site in the Netherlands (comparable to Facebook at the time). Nodes represent users and an edge exists if two users are friends. These data were crawled in December 2010.

@netzschleuder@social.skewed.de
2025-12-14 18:00:35

flixster: Flixster friendship network (2009)
A network of friendships among users of Flixster, an online social movie website that allows users to share movie ratings and to connect each other. Nodes represent users and an edge exists if two users are friends.
This network has 2523386 nodes and 7918801 edges.
Tags: Social, Online, Unweighted

flixster: Flixster friendship network (2009). 2523386 nodes, 7918801 edges. https://networks.skewed.de/net/flixster

flixster — Flixster friendship network (2009)
A network of friendships among users of Flixster, an online social movie website that allows users to share movie ratings and to connect each other. Nodes represent users and an edge exists if two users are friends.

@netzschleuder@social.skewed.de
2025-11-14 14:00:04

ego_social: Ego networks in social media (2012)
Ego networks associated with a set of accounts of three social media platforms (Facebook, Google , and Twitter). Datasets include node features (profile metadata), circles, and ego networks, and were crawled from public sources in 2012.
This network has 4450 nodes and 1473709 edges.
Tags: Social, Online, Unweighted, Metadata

ego_social: Ego networks in social media (2012). 4450 nodes, 1473709 edges. https://networks.skewed.de/net/ego_social#gplus_105646458226420473639

ego_social — Ego networks in social media (2012)
Ego networks associated with a set of accounts of three social media platforms (Facebook, Google+, and Twitter). Datasets include node features (profile metadata), circles, and ego networks, and were crawled from public sources in 2012

@netzschleuder@social.skewed.de
2025-10-16 11:00:25

eu_procurements: EU procurement contract networks (2008-2016)
A bipartite network of public EU procurement contracts, from 2008 to 2016, between issuing buyers (public institutions such as a ministry or city hall) and supplying winners (a private firm). Contracts are aggregated into annual snapshots, edges are annotated with contract value information. Nodes are annotated with location information, including country of origin.
This network has 839824 nodes and 4098711 edges.

eu_procurements: EU procurement contract networks (2008-2016). 839824 nodes, 4098711 edges. https://networks.skewed.de/net/eu_procurements

eu_procurements — EU procurement contract networks (2008-2016)
A bipartite network of public EU procurement contracts, from 2008 to 2016, between issuing buyers (public institutions such as a ministry or city hall) and supplying winners (a private firm). Contracts are aggregated into annual snapshots, edges are annotated with contract value information. Nodes are annotated with location information, including country of origin.

@netzschleuder@social.skewed.de
2025-12-16 11:00:03

edit_wikibooks: Wikipedia book edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about books. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 971 nodes and 1487 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wikibooks: Wikipedia book edits (2010). 971 nodes, 1487 edges. https://networks.skewed.de/net/edit_wikibooks#af

edit_wikibooks — Wikipedia book edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about books. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.

@netzschleuder@social.skewed.de
2026-01-16 04:00:03

karate: Zachary Karate Club
Network of friendships among members of a university karate club. Includes metadata for faction membership after a social partition. Note: there are two versions of this network, one with 77 edges and one with 78, due to an ambiguous typo in the original study. (The most commonly used is the one with 78 edges.).
This network has 34 nodes and 78 edges.
Tags: Social, Offline, Unweighted

karate: Zachary Karate Club. 34 nodes, 78 edges. https://networks.skewed.de/net/karate#78

karate — Zachary Karate Club
Network of friendships among members of a university karate club. Includes metadata for faction membership after a social partition. Note: there are two versions of this network, one with 77 edges and one with 78, due to an ambiguous typo in the original study. (The most commonly used is the one with 78 edges.)

@netzschleuder@social.skewed.de
2025-12-16 01:00:04

bison: Bison dominance
Dominance relations among a group of American bisons in the National Bison Range in Moiese Montana, observed in 1972.
This network has 26 nodes and 314 edges.
Tags: Social, Animal, Weighted
networks.skewed.de/net/bison
Ridiculogram:

bison: Bison dominance. 26 nodes, 314 edges. https://networks.skewed.de/net/bison

bison — Bison dominance
Dominance relations among a group of American bisons in the National Bison Range in Moiese Montana, observed in 1972.

@netzschleuder@social.skewed.de
2025-10-16 10:00:03

sp_office: Workplace contacts (2013)
A temporal network of contacts between individuals, measured in an office building in France, from June 24 to July 3, 2013.
This network has 92 nodes and 9827 edges.
Tags: Social, Offline, Weighted, Temporal, Metadata
networks.skewed.de/net/sp_offi

sp_office: Workplace contacts (2013). 92 nodes, 9827 edges. https://networks.skewed.de/net/sp_office

sp_office — Workplace contacts (2013)
A temporal network of contacts between individuals, measured in an office building in France, from June 24 to July 3, 2013.

@netzschleuder@social.skewed.de
2026-01-15 03:00:04

windsurfers: Windsurfers network (1986)
A network of interpersonal contacts among windsurfers in southern California during the Fall of 1986. The edge weights indicate the perception of social affiliations majored by the tasks in which each individual was asked​ to sort cards with other surfer’s name in the order of closeness.
This network has 43 nodes and 336 edges.
Tags: Social, Offline, Weighted

windsurfers: Windsurfers network (1986). 43 nodes, 336 edges. https://networks.skewed.de/net/windsurfers

windsurfers — Windsurfers network (1986)
A network of interpersonal contacts among windsurfers in southern California during the Fall of 1986. The edge weights indicate the perception of social affiliations majored by the tasks in which each individual was asked​ to sort cards with other surfer’s name in the order of closeness.

@netzschleuder@social.skewed.de
2025-11-15 18:00:04

swingers: Swingers and parties (2013)
A bipartite sexual affiliation network representing “swing unit” couples (one node per couple) and the parties they attended.
This network has 96 nodes and 232 edges.
Tags: Social, Offline, Unweighted
networks.skewed.de/net/swingers<…

swingers: Swingers and parties (2013). 96 nodes, 232 edges. https://networks.skewed.de/net/swingers

swingers — Swingers and parties (2013)
A bipartite sexual affiliation network representing “swing unit” couples (one node per couple) and the parties they attended.

@netzschleuder@social.skewed.de
2025-10-16 14:00:03

sa_companies: South African companies (1919)
A bipartite network of the affiliations between a small group of individuals and five important companies in South African finance, around 1919.
This network has 11 nodes and 13 edges.
Tags: Social, Affiliation, Unweighted
networks.skewed.de/net/sa_comp

sa_companies: South African companies (1919). 11 nodes, 13 edges. https://networks.skewed.de/net/sa_companies

sa_companies — South African companies (1919)
A bipartite network of the affiliations between a small group of individuals and five important companies in South African finance, around 1919.

@netzschleuder@social.skewed.de
2025-12-15 14:00:08

google_plus: Google (2013)
Snapshot of connections among users of Google , collected in 2012. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.
This network has 211187 nodes and 1506896 edges.
Tags: Social, Online, Unweighted
networks.skewed.de/net/google_

google_plus: Google+ (2013). 211187 nodes, 1506896 edges. https://networks.skewed.de/net/google_plus

google_plus — Google+ (2013)
Snapshot of connections among users of Google+, collected in 2012. Nodes are users and a directed edge (i,j) represents user i added user j to i's circle.

@netzschleuder@social.skewed.de
2025-12-14 21:00:05

macaques: Japanese macaques (1976)
Dominance interactions among a group of adult female Japanese macaques (Macaca fuscata fuscata), observed during a non-mating season in 1976. Edge weights represent the frequency of interaction.
This network has 62 nodes and 1187 edges.
Tags: Social, Animal, Weighted
networks.s…

macaques: Japanese macaques (1976). 62 nodes, 1187 edges. https://networks.skewed.de/net/macaques

macaques — Japanese macaques (1976)
Dominance interactions among a group of adult female Japanese macaques (Macaca fuscata fuscata), observed during a non-mating season in 1976. Edge weights represent the frequency of interaction.

@netzschleuder@social.skewed.de
2025-11-16 01:00:05

twitter_higgs: Twitter, Higgs boson (2012)
Data on tweets related to the announcement of the discovery of a new fundamental particle with the features of the Higgs boson on 4th July 2012. Data covers 1-7 July 2012, and includes four types of networks: followers, retweets, replies, and mentions.
This network has 38918 nodes and 32523 edges.
Tags: Social, Online, Weighted, Multilayer

twitter_higgs: Twitter, Higgs boson (2012). 38918 nodes, 32523 edges. https://networks.skewed.de/net/twitter_higgs#reply

twitter_higgs — Twitter, Higgs boson (2012)
Data on tweets related to the announcement of the discovery of a new fundamental particle with the features of the Higgs boson on 4th July 2012. Data covers 1-7 July 2012, and includes four types of networks: followers, retweets, replies, and mentions.

@netzschleuder@social.skewed.de
2026-01-15 09:00:08

jester: Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to 10. The two files differ by how many joke nodes are included, 100 or 150.
This network has 73521 nodes and 4136360 edges.
Tags: Economic, Preferences, Weighted

jester: Jester joke ratings (2001). 73521 nodes, 4136360 edges. https://networks.skewed.de/net/jester

jester — Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to +10. The two files differ by how many joke nodes are included, 100 or 150.

@netzschleuder@social.skewed.de
2025-12-16 16:00:08

jester: Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to 10. The two files differ by how many joke nodes are included, 100 or 150.
This network has 73521 nodes and 4136360 edges.
Tags: Economic, Preferences, Weighted

jester: Jester joke ratings (2001). 73521 nodes, 4136360 edges. https://networks.skewed.de/net/jester

jester — Jester joke ratings (2001)
Two bipartite networks of users and jokes, extracted from the online joke recommender system Jester. A user connects to all jokes for which that user entered a rating. Edge weights give the rating score, scaled from -10 to +10. The two files differ by how many joke nodes are included, 100 or 150.

@netzschleuder@social.skewed.de
2025-10-16 17:00:04

us_agencies: U.S. government agency websites (2018)
50 networks, one for each U.S. state, representing the web-based links between their associated government agencies websites. A node is an entire agency website and a directed edge (i,j) represents the existence of a hyperlink from any webpage in website i to some webpage in website j. Data was collected with a crawler. Nodes are annotated with the number of webpages per website, website name (related to its government function) and U…

us_agencies: U.S. government agency websites (2018). 1530 nodes, 16399 edges. https://networks.skewed.de/net/us_agencies#southcarolina

us_agencies — U.S. government agency websites (2018)
50 networks, one for each U.S. state, representing the web-based links between their associated government agencies websites. A node is an entire agency website and a directed edge (i,j) represents the existence of a hyperlink from any webpage in website i to some webpage in website j. Data was collected with a crawler. Nodes are annotated with the number of webpages per website, website name (related to its government function) and URL, and year the website was indexed by the Internet Archive …

@netzschleuder@social.skewed.de
2026-01-16 00:00:04

celegans_2019: Complete C. elegans neurons (2019)
Networks among neurons of both the adult male and adult hermaphrodite worms C. elegans, constructed from electron microscopy series, to include directed edges (chemical) and undirected (gap junction), and spanning including nodes for muscle and non-muscle end organs.
This network has 514 nodes and 2363 edges.
Tags: Biological, Connectome, Weighted

celegans_2019: Complete C. elegans neurons (2019). 514 nodes, 2363 edges. https://networks.skewed.de/net/celegans_2019#male_gap_junction_synapse

celegans_2019 — Complete C. elegans neurons (2019)
Networks among neurons of both the adult male and adult hermaphrodite worms C. elegans, constructed from electron microscopy series, to include directed edges (chemical) and undirected (gap junction), and spanning including nodes for muscle and non-muscle end organs.

@netzschleuder@social.skewed.de
2025-11-15 19:00:14

discogs_label: Discogs label affiliations
Two bipartite networks of the affiliations between musical labels and either musical genres or musical "styles," as given in the discogs.com database. Edges represent that a label was involved in a production of a musical release of a given genre or given style. The date of this snapshot is uncertain.
This network has 270786 nodes and 4147665 edges.
Tags: Informational, Relatedness, Unweighted, Multigraph

discogs_label: Discogs label affiliations. 270786 nodes, 4147665 edges. https://networks.skewed.de/net/discogs_label

discogs_label — Discogs label affiliations
Two bipartite networks of the affiliations between musical labels and either musical genres or musical "styles," as given in the discogs.com database. Edges represent that a label was involved in a production of a musical release of a given genre or given style. The date of this snapshot is uncertain.

@netzschleuder@social.skewed.de
2025-11-14 21:00:04

us_agencies: U.S. government agency websites (2018)
50 networks, one for each U.S. state, representing the web-based links between their associated government agencies websites. A node is an entire agency website and a directed edge (i,j) represents the existence of a hyperlink from any webpage in website i to some webpage in website j. Data was collected with a crawler. Nodes are annotated with the number of webpages per website, website name (related to its government function) and U…

us_agencies: U.S. government agency websites (2018). 560 nodes, 6460 edges. https://networks.skewed.de/net/us_agencies#virginia

us_agencies — U.S. government agency websites (2018)
50 networks, one for each U.S. state, representing the web-based links between their associated government agencies websites. A node is an entire agency website and a directed edge (i,j) represents the existence of a hyperlink from any webpage in website i to some webpage in website j. Data was collected with a crawler. Nodes are annotated with the number of webpages per website, website name (related to its government function) and URL, and year the website was indexed by the Internet Archive …

@netzschleuder@social.skewed.de
2026-01-15 12:00:04

genetic_multiplex: Multiplex genetic interactions (2014)
Multiplex networks representing different types of genetic interactions, for different organisms. Layers represent (i) physical, (ii) association, (iii) co-localization, (iv) direct, and (v) suppressive, (vi) additive or synthetic genetic interaction. Edge direction (i,j) indicates gene i interacting with gene j.
This network has 155 nodes and 188 edges.
Tags: Biological, Gene regulation, Protein interactions, Unweigh…

genetic_multiplex: Multiplex genetic interactions (2014). 155 nodes, 188 edges. https://networks.skewed.de/net/genetic_multiplex#DanioRerio

genetic_multiplex — Multiplex genetic interactions (2014)
Multiplex networks representing different types of genetic interactions, for different organisms. Layers represent (i) physical, (ii) association, (iii) co-localization, (iv) direct, and (v) suppressive, (vi) additive or synthetic genetic interaction. Edge direction (i,j) indicates gene i interacting with gene j.

@netzschleuder@social.skewed.de
2025-12-16 09:00:04

edit_wikinews: Wikipedia news edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about news events. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.
This network has 10072 nodes and 235204 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wikinews: Wikipedia news edits (2010). 10072 nodes, 235204 edges. https://networks.skewed.de/net/edit_wikinews#tr

edit_wikinews — Wikipedia news edits (2010)
Two bipartite user-page networks extracted from Wikipedia, about news events. A user connects to a page if that user edited that page. Edits (edges) are timestamped. Edge weights represent counts of the number of edits.

@netzschleuder@social.skewed.de
2025-12-16 15:00:04

celegans_2019: Complete C. elegans neurons (2019)
Networks among neurons of both the adult male and adult hermaphrodite worms C. elegans, constructed from electron microscopy series, to include directed edges (chemical) and undirected (gap junction), and spanning including nodes for muscle and non-muscle end organs.
This network has 453 nodes and 4879 edges.
Tags: Biological, Connectome, Weighted

celegans_2019: Complete C. elegans neurons (2019). 453 nodes, 4879 edges. https://networks.skewed.de/net/celegans_2019#hermaphrodite_chemical

celegans_2019 — Complete C. elegans neurons (2019)
Networks among neurons of both the adult male and adult hermaphrodite worms C. elegans, constructed from electron microscopy series, to include directed edges (chemical) and undirected (gap junction), and spanning including nodes for muscle and non-muscle end organs.

@netzschleuder@social.skewed.de
2025-12-15 22:00:04

product_space: Atlas of Economic Complexity export network
Two networks of economic products, where a pair of products are connected if they are exported at similar rates by the same countries. The data are a projection from a bipartite network of nations and the products they export. Edges weights represent a similarity score (called "proximity"). Data based on UN Comtrade worldwide trade patterns. SITC network based on the Standard International Trade Classification and HS …

product_space: Atlas of Economic Complexity export network. 774 nodes, 1779 edges. https://networks.skewed.de/net/product_space#SITC

product_space — Atlas of Economic Complexity export network
Two networks of economic products, where a pair of products are connected if they are exported at similar rates by the same countries. The data are a projection from a bipartite network of nations and the products they export. Edges weights represent a similarity score (called "proximity"). Data based on UN Comtrade worldwide trade patterns. SITC network based on the Standard International Trade Classification and HS network based on the Harmonized Commodity Description and Coding System.

@netzschleuder@social.skewed.de
2025-12-15 13:00:06

genetic_multiplex: Multiplex genetic interactions (2014)
Multiplex networks representing different types of genetic interactions, for different organisms. Layers represent (i) physical, (ii) association, (iii) co-localization, (iv) direct, and (v) suppressive, (vi) additive or synthetic genetic interaction. Edge direction (i,j) indicates gene i interacting with gene j.
This network has 6570 nodes and 282755 edges.
Tags: Biological, Gene regulation, Protein interactions, Unw…

genetic_multiplex: Multiplex genetic interactions (2014). 6570 nodes, 282755 edges. https://networks.skewed.de/net/genetic_multiplex#Sacchcere

genetic_multiplex — Multiplex genetic interactions (2014)
Multiplex networks representing different types of genetic interactions, for different organisms. Layers represent (i) physical, (ii) association, (iii) co-localization, (iv) direct, and (v) suppressive, (vi) additive or synthetic genetic interaction. Edge direction (i,j) indicates gene i interacting with gene j.

@netzschleuder@social.skewed.de
2025-11-16 13:00:04

add_health: Adolescent health (ADD HEALTH) (1994)
A directed network of friendships obtained through a social survey of high school students in 1994. The ADD HEALTH data are constructed from the in-school questionnaire; 90,118 students representing 84 communities took this survey in 1994-95. Some communities had only one school; others had two. Where there are two schools in a community students from one school were allowed to name friends in the other, the "sister school".

add_health: Adolescent health (ADD HEALTH) (1994). 1107 nodes, 3713 edges. https://networks.skewed.de/net/add_health#comm54

add_health — Adolescent health (ADD HEALTH) (1994)
A directed network of friendships obtained through a social survey of high school students in 1994. The ADD HEALTH data are constructed from the in-school questionnaire; 90,118 students representing 84 communities took this survey in 1994-95. Some communities had only one school; others had two. Where there are two schools in a community students from one school were allowed to name friends in the other, the "sister school".

@netzschleuder@social.skewed.de
2025-10-16 06:00:18

twitter: Twitter followers (2010)
A directed network of following relationships from Twitter, from a snowball sample crawl across "quality" users in 2009. A directed edge (i, j) indicates that user i follows user j.
This network has 465017 nodes and 834797 edges.
Tags: Social, Online, Unweighted
network…

twitter: Twitter followers (2010). 465017 nodes, 834797 edges. https://networks.skewed.de/net/twitter

twitter — Twitter followers (2010)
A directed network of following relationships from Twitter, from a snowball sample crawl across "quality" users in 2009. A directed edge (i, j) indicates that user i follows user j.

@netzschleuder@social.skewed.de
2026-01-16 02:00:06

livemocha: Livemocha friendship network (2010)
A network of friendships among users on Livemocha, a large online language learning community. Nodes represent users and edges represent a mutual declaration of friendship.
This network has 104103 nodes and 2193083 edges.
Tags: Social, Online, Unweighted
ne…

livemocha: Livemocha friendship network (2010). 104103 nodes, 2193083 edges. https://networks.skewed.de/net/livemocha

livemocha — Livemocha friendship network (2010)
A network of friendships among users on Livemocha, a large online language learning community. Nodes represent users and edges represent a mutual declaration of friendship.

@netzschleuder@social.skewed.de
2026-01-14 23:00:04

florentine_families: Padgett Florentine families
Multiplex network with 2 edge types representing marriage alliances and business relationships between Florentine families during the Italian Renaissance. Data hosted by Manlio De Domenico.
This network has 16 nodes and 35 edges.
Tags: Social, Relationships, Multilayer, Unweighted

florentine_families: Padgett Florentine families. 16 nodes, 35 edges. https://networks.skewed.de/net/florentine_families

florentine_families — Padgett Florentine families
Multiplex network with 2 edge types representing marriage alliances and business relationships between Florentine families during the Italian Renaissance. Data hosted by Manlio De Domenico.

@netzschleuder@social.skewed.de
2025-10-16 04:00:22

google_web: Old Google web graph (2002)
A web graph representing a crawl of a portion of the general WWW, from a 2002 Google Programming contest.
This network has 916428 nodes and 5105039 edges.
Tags: Informational, Web graph, Unweighted
networks.skewed.de/net/google_

google_web: Old Google web graph (2002). 916428 nodes, 5105039 edges. https://networks.skewed.de/net/google_web

google_web — Old Google web graph (2002)
A web graph representing a crawl of a portion of the general WWW, from a 2002 Google Programming contest.

@netzschleuder@social.skewed.de
2025-11-15 13:00:04

fediverse: Fediverse network (2018)
An early snapshot of the federation network among web publishers using the ActivityPub protocol. Nodes are instances, and a directed edge exists if an instance follows another instance.
This network has 4860 nodes and 484164 edges.
Tags: Social, Online, Information
ne…

fediverse: Fediverse network (2018). 4860 nodes, 484164 edges. https://networks.skewed.de/net/fediverse

fediverse — Fediverse network (2018)
An early snapshot of the federation network among web publishers using the ActivityPub protocol. Nodes are instances, and a directed edge exists if an instance follows another instance.

@netzschleuder@social.skewed.de
2025-11-16 10:00:05

fediverse: Fediverse network (2018)
An early snapshot of the federation network among web publishers using the ActivityPub protocol. Nodes are instances, and a directed edge exists if an instance follows another instance.
This network has 4860 nodes and 484164 edges.
Tags: Social, Online, Information
ne…

fediverse: Fediverse network (2018). 4860 nodes, 484164 edges. https://networks.skewed.de/net/fediverse

fediverse — Fediverse network (2018)
An early snapshot of the federation network among web publishers using the ActivityPub protocol. Nodes are instances, and a directed edge exists if an instance follows another instance.

@netzschleuder@social.skewed.de
2025-11-15 16:00:04

macaque_neural: Macaque cortical connectivity (Young)
A network of cortical regions in the Macaque cortex.
This network has 47 nodes and 505 edges.
Tags: Biological, Connectome, Unweighted
networks.skewed.de/net/macaque
Ridiculogram:

macaque_neural: Macaque cortical connectivity (Young). 47 nodes, 505 edges. https://networks.skewed.de/net/macaque_neural

macaque_neural — Macaque cortical connectivity (Young)
A network of cortical regions in the Macaque cortex

@netzschleuder@social.skewed.de
2026-01-16 14:00:04

rhesus_monkey: Rhesus monkey grooming (1963)
Grooming interactions among a group of wild adult rhesus monkeys (Macaca mulatta) in Cayo Santiago, during a two month period in 1963. Edge weights represent the frequency of interaction. The two versions below are equivalent.
This network has 16 nodes and 111 edges.
Tags: Social, Animal, Weighted

rhesus_monkey: Rhesus monkey grooming (1963). 16 nodes, 111 edges. https://networks.skewed.de/net/rhesus_monkey

rhesus_monkey — Rhesus monkey grooming (1963)
Grooming interactions among a group of wild adult rhesus monkeys (Macaca mulatta) in Cayo Santiago, during a two month period in 1963. Edge weights represent the frequency of interaction. The two versions below are equivalent.

@netzschleuder@social.skewed.de
2025-10-16 00:00:04

revolution: American Revolutionary groups (1765-1783)
A bipartite network of the memberships of notable people and organizations, from the American Revolution (1765-1783) between users and groups on YouTube, extracted from a larger YouTube network in 2007.
This network has 141 nodes and 160 edges.
Tags: Social, Affiliation, Unweighted

revolution: American Revolutionary groups (1765-1783). 141 nodes, 160 edges. https://networks.skewed.de/net/revolution

revolution — American Revolutionary groups (1765-1783)
A bipartite network of the memberships of notable people and organizations, from the American Revolution (1765-1783) between users and groups on YouTube, extracted from a larger YouTube network in 2007.

@netzschleuder@social.skewed.de
2026-01-15 20:00:08

github: GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.
This network has 177386 nodes and 440237 edges.
Tags: Economic, Production, Unweighted
networks.skewed.de/net/github

github: GitHub contest (2009). 177386 nodes, 440237 edges. https://networks.skewed.de/net/github

github — GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.

@netzschleuder@social.skewed.de
2025-10-16 08:00:04

football_tsevans: NCAA college football 2000 (corrected metadata)
A network of American football games between Division IA colleges during regular season Fall 2000. This version contains some corrections made by T. S. Evans, in particular:.
This network has 115 nodes and 613 edges.
Tags: Social, Sports, Unweighted

football_tsevans: NCAA college football 2000 (corrected metadata). 115 nodes, 613 edges. https://networks.skewed.de/net/football_tsevans

football_tsevans — NCAA college football 2000 (corrected metadata)
A network of American football games between Division IA colleges during regular season Fall 2000. This version contains some corrections made by T. S. Evans, in particular: There are are two issues with the original GN file. First three teams met twice in one season so the graph is not simple. This is easily dealt with if required. Secondly, the assignments to conferences, the node values, seem to be for the 2001 season and not the 2000 season. The games do appear to be for the 2000 season as…

@netzschleuder@social.skewed.de
2025-12-15 07:00:07

livemocha: Livemocha friendship network (2010)
A network of friendships among users on Livemocha, a large online language learning community. Nodes represent users and edges represent a mutual declaration of friendship.
This network has 104103 nodes and 2193083 edges.
Tags: Social, Online, Unweighted
ne…

livemocha: Livemocha friendship network (2010). 104103 nodes, 2193083 edges. https://networks.skewed.de/net/livemocha

livemocha — Livemocha friendship network (2010)
A network of friendships among users on Livemocha, a large online language learning community. Nodes represent users and edges represent a mutual declaration of friendship.

@netzschleuder@social.skewed.de
2026-01-15 23:00:54

trec_web: TREC WT10g (2003)
A web graph network originally constructed in 2003 as a testbed for information-retrieval techniques, including web search engines. Distributed by University of Glasgow.
This network has 1601787 nodes and 8063026 edges.
Tags: Informational, Web graph, Unweighted
networks.skewed.de/net…

trec_web: TREC WT10g (2003). 1601787 nodes, 8063026 edges. https://networks.skewed.de/net/trec_web

trec_web — TREC WT10g (2003)
A web graph network originally constructed in 2003 as a testbed for information-retrieval techniques, including web search engines. Distributed by University of Glasgow.

@netzschleuder@social.skewed.de
2026-01-14 22:00:39

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
networks.skewed.de/net/as_s…

as_skitter: Skitter IP graph (2005). 1696415 nodes, 11095298 edges. https://networks.skewed.de/net/as_skitter

as_skitter — Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.

@netzschleuder@social.skewed.de
2026-01-15 10:00:39

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
networks.skewed.de/net/as_s…

as_skitter: Skitter IP graph (2005). 1696415 nodes, 11095298 edges. https://networks.skewed.de/net/as_skitter

as_skitter — Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.

@netzschleuder@social.skewed.de
2026-01-16 03:00:08

dbpedia_producer: DBpedia producer network (2014)
A bipartite network of producers and the works they created, as extracted from Wikipedia by the DBpedia project.
This network has 187677 nodes and 207268 edges.
Tags: Economic, Production, Unweighted
networks.skewed.de/net/dbpedia

dbpedia_producer: DBpedia producer network (2014). 187677 nodes, 207268 edges. https://networks.skewed.de/net/dbpedia_producer

dbpedia_producer — DBpedia producer network (2014)
A bipartite network of producers and the works they created, as extracted from Wikipedia by the DBpedia project.

@netzschleuder@social.skewed.de
2026-01-15 13:00:05

plant_pol_kato: Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions.
This network has 772 nodes and 1206 edges.
Tags: Biological, Food web, Weighted
networks.skewed.d…

plant_pol_kato: Kato plant-pollinator web. 772 nodes, 1206 edges. https://networks.skewed.de/net/plant_pol_kato

plant_pol_kato — Kato plant-pollinator web
A bipartite network of plants and pollinators from Kyoto University Forest of Ashu, Japan, from 1984 to 1987. Edge weights represent frequency of interactions

@netzschleuder@social.skewed.de
2025-12-16 07:00:03

rhesus_monkey: Rhesus monkey grooming (1963)
Grooming interactions among a group of wild adult rhesus monkeys (Macaca mulatta) in Cayo Santiago, during a two month period in 1963. Edge weights represent the frequency of interaction. The two versions below are equivalent.
This network has 16 nodes and 111 edges.
Tags: Social, Animal, Weighted

rhesus_monkey: Rhesus monkey grooming (1963). 16 nodes, 111 edges. https://networks.skewed.de/net/rhesus_monkey

rhesus_monkey — Rhesus monkey grooming (1963)
Grooming interactions among a group of wild adult rhesus monkeys (Macaca mulatta) in Cayo Santiago, during a two month period in 1963. Edge weights represent the frequency of interaction. The two versions below are equivalent.

@netzschleuder@social.skewed.de
2025-12-16 10:00:04

sp_high_school: High school temporal contacts (2013)
These data sets correspond to the contacts and friendship relations between students in a high school in Marseilles, France, in December 2013, as measured through several techniques.
This network has 329 nodes and 668 edges.
Tags: Social, Offline, Unweighted, Weighted, Temporal, Metadata

sp_high_school: High school temporal contacts (2013). 329 nodes, 668 edges. https://networks.skewed.de/net/sp_high_school#survey

sp_high_school — High school temporal contacts (2013)
These data sets correspond to the contacts and friendship relations between students in a high school in Marseilles, France, in December 2013, as measured through several techniques.

@netzschleuder@social.skewed.de
2025-12-15 20:00:04

sp_high_school: High school temporal contacts (2013)
These data sets correspond to the contacts and friendship relations between students in a high school in Marseilles, France, in December 2013, as measured through several techniques.
This network has 329 nodes and 502 edges.
Tags: Social, Offline, Unweighted, Weighted, Temporal, Metadata

sp_high_school: High school temporal contacts (2013). 329 nodes, 502 edges. https://networks.skewed.de/net/sp_high_school#diaries

sp_high_school — High school temporal contacts (2013)
These data sets correspond to the contacts and friendship relations between students in a high school in Marseilles, France, in December 2013, as measured through several techniques.

@netzschleuder@social.skewed.de
2025-11-14 20:00:07

github: GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.
This network has 177386 nodes and 440237 edges.
Tags: Economic, Production, Unweighted
networks.skewed.de/net/github

github: GitHub contest (2009). 177386 nodes, 440237 edges. https://networks.skewed.de/net/github

github — GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.

@netzschleuder@social.skewed.de
2025-11-16 16:00:07

github: GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.
This network has 177386 nodes and 440237 edges.
Tags: Economic, Production, Unweighted
networks.skewed.de/net/github

github: GitHub contest (2009). 177386 nodes, 440237 edges. https://networks.skewed.de/net/github

github — GitHub contest (2009)
The bipartite project-user membership network of the software development hosting site GitHub. A user connects to a project if that user is a member of that project.

@netzschleuder@social.skewed.de
2025-10-16 13:00:04

yeast_transcription: Yeast transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the yeast Saccharomyces cerevisiae.
This network has 916 nodes and 1094 edges.
Tags: Biological, Gene regulation, Unweighted
networks.sk…

yeast_transcription: Yeast transcription network (2002). 916 nodes, 1094 edges. https://networks.skewed.de/net/yeast_transcription

yeast_transcription — Yeast transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the yeast Saccharomyces cerevisiae

@netzschleuder@social.skewed.de
2025-12-15 12:00:54

trec_web: TREC WT10g (2003)
A web graph network originally constructed in 2003 as a testbed for information-retrieval techniques, including web search engines. Distributed by University of Glasgow.
This network has 1601787 nodes and 8063026 edges.
Tags: Informational, Web graph, Unweighted
networks.skewed.de/net…

trec_web: TREC WT10g (2003). 1601787 nodes, 8063026 edges. https://networks.skewed.de/net/trec_web

trec_web — TREC WT10g (2003)
A web graph network originally constructed in 2003 as a testbed for information-retrieval techniques, including web search engines. Distributed by University of Glasgow.

@netzschleuder@social.skewed.de
2025-11-15 20:00:03

power: Western US Power Grid
A network representing the Western States Power Grid of the United States, in which nodes are transforms or power relay points and two nodes are connected if a power line runs between them.
This network has 4941 nodes and 6594 edges.
Tags: Technological, Power grid, Unweighted
networks.…

power: Western US Power Grid. 4941 nodes, 6594 edges. https://networks.skewed.de/net/power

power — Western US Power Grid
A network representing the Western States Power Grid of the United States, in which nodes are transforms or power relay points and two nodes are connected if a power line runs between them.

@netzschleuder@social.skewed.de
2025-11-16 14:00:36

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
networks.skewed.de/net/as_s…

as_skitter: Skitter IP graph (2005). 1696415 nodes, 11095298 edges. https://networks.skewed.de/net/as_skitter

as_skitter — Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.

@netzschleuder@social.skewed.de
2025-11-15 21:00:08

stanford_web: Webgraph (Stanford)
The web graph of Stanford University (stanford.edu), as collected in 2002. Nodes represent pages and directed edges represent hyperlinks between them.
This network has 281904 nodes and 2312497 edges.
Tags: Informational, Web graph, Unweighted
networks.skewed.de/net/s…

stanford_web: Webgraph (Stanford). 281904 nodes, 2312497 edges. https://networks.skewed.de/net/stanford_web

stanford_web — Webgraph (Stanford)
The web graph of Stanford University (stanford.edu), as collected in 2002. Nodes represent pages and directed edges represent hyperlinks between them.

@netzschleuder@social.skewed.de
2025-12-16 14:00:07

dbpedia_producer: DBpedia producer network (2014)
A bipartite network of producers and the works they created, as extracted from Wikipedia by the DBpedia project.
This network has 187677 nodes and 207268 edges.
Tags: Economic, Production, Unweighted
networks.skewed.de/net/dbpedia

dbpedia_producer: DBpedia producer network (2014). 187677 nodes, 207268 edges. https://networks.skewed.de/net/dbpedia_producer

dbpedia_producer — DBpedia producer network (2014)
A bipartite network of producers and the works they created, as extracted from Wikipedia by the DBpedia project.

@netzschleuder@social.skewed.de
2025-12-16 03:00:04

netscience: Scientific collaborations in network science (2006)
A coauthorship network among scientists working on network science, from 2006. This network is a one-mode projection from the bipartite graph of authors and their scientific publications.
This network has 1589 nodes and 2742 edges.
Tags: Social, Collaboration, Weighted, Projection

netscience: Scientific collaborations in network science (2006). 1589 nodes, 2742 edges. https://networks.skewed.de/net/netscience

netscience — Scientific collaborations in network science (2006)
A coauthorship network among scientists working on network science, from 2006. This network is a one-mode projection from the bipartite graph of authors and their scientific publications.

@netzschleuder@social.skewed.de
2025-10-16 15:00:04

ambassador: Philippines Ambassador bombing (2000)
A temporal network representing snapshots of relationships among individuals directly or indirectly associated with Philippines Ambassador Residence Bombing 2000, Jakarta. Nodes are people, and an edge exists if they are associated with each other. Definition of the edge weight is unknown.
This network has 16 nodes and 50 edges.
Tags: Social, Offline, Weighted, Temporal

ambassador: Philippines Ambassador bombing (2000). 16 nodes, 50 edges. https://networks.skewed.de/net/ambassador#2002

ambassador — Philippines Ambassador bombing (2000)
A temporal network representing snapshots of relationships among individuals directly or indirectly associated with Philippines Ambassador Residence Bombing 2000, Jakarta. Nodes are people, and an edge exists if they are associated with each other. Definition of the edge weight is unknown.

@netzschleuder@social.skewed.de
2025-12-15 19:00:05

polblogs: Political blogs network (2004)
A directed network of hyperlinks among a large set of U.S. political weblogs from before the 2004 election. Includes blog political affiliation as metadata.
This network has 1490 nodes and 19090 edges.
Tags: Informational, Web graph, Unweighted, Metadata
networks.skewed.d…

polblogs: Political blogs network (2004). 1490 nodes, 19090 edges. https://networks.skewed.de/net/polblogs

polblogs — Political blogs network (2004)
A directed network of hyperlinks among a large set of U.S. political weblogs from before the 2004 election. Includes blog political affiliation as metadata.

@netzschleuder@social.skewed.de
2025-11-16 09:00:04

yeast_transcription: Yeast transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the yeast Saccharomyces cerevisiae.
This network has 916 nodes and 1094 edges.
Tags: Biological, Gene regulation, Unweighted
networks.sk…

yeast_transcription: Yeast transcription network (2002). 916 nodes, 1094 edges. https://networks.skewed.de/net/yeast_transcription

yeast_transcription — Yeast transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the yeast Saccharomyces cerevisiae

@netzschleuder@social.skewed.de
2026-01-15 11:00:04

moreno_sheep: Bighorn sheep (1984)
Dominance interactions among a group of female bighorn sheep (Ovis canadensis) from the National Bison Range in western Montana USA, over a 27 month period ending in 1984. Edge weights represent the frequency of interaction. Metadata gives the sheep ages, roughly.
This network has 28 nodes and 250 edges.
Tags: Social, Animal, Weighted, Metadata

moreno_sheep: Bighorn sheep (1984). 28 nodes, 250 edges. https://networks.skewed.de/net/moreno_sheep

moreno_sheep — Bighorn sheep (1984)
Dominance interactions among a group of female bighorn sheep (Ovis canadensis) from the National Bison Range in western Montana USA, over a 27 month period ending in 1984. Edge weights represent the frequency of interaction. Metadata gives the sheep ages, roughly.

@netzschleuder@social.skewed.de
2026-01-16 01:00:04

chicago_road: Chicago road network
A transportation network of Chicago, USA, from an unknown date (probably late 20th century). Nodes represent intersections or endpoints and edge represent the road connecting these nodes.
This network has 12982 nodes and 39018 edges.
Tags: Transportation, Roads, Unweighted

chicago_road: Chicago road network. 12982 nodes, 39018 edges. https://networks.skewed.de/net/chicago_road

chicago_road — Chicago road network
A transportation network of Chicago, USA, from an unknown date (probably late 20th century). Nodes represent intersections or endpoints and edge represent the road connecting these nodes.

@netzschleuder@social.skewed.de
2026-01-16 09:00:07

lkml_reply: Linux kernel reply network
A network of replies among email address found on the Linux kernel mailing list. Nodes are email addresses and each directed edge represents a reply from email address i to email address j. The date of this snapshot is uncertain.
This network has 63399 nodes and 1096440 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

lkml_reply: Linux kernel reply network. 63399 nodes, 1096440 edges. https://networks.skewed.de/net/lkml_reply

lkml_reply — Linux kernel reply network
A network of replies among email address found on the Linux kernel mailing list. Nodes are email addresses and each directed edge represents a reply from email address i to email address j. The date of this snapshot is uncertain.

@netzschleuder@social.skewed.de
2026-01-15 08:00:07

bag_of_words: Bag of words (2008)
Five text collections in the form of bags-of-words, i.e. a bipartite document–word network. Left nodes are documents and right nodes are words. Edge weights are multiplicities. .
This network has 67963 nodes and 3710420 edges.
Tags: Informational, Text, Bipartite, Weighted, Metadata
…

bag_of_words: Bag of words (2008). 67963 nodes, 3710420 edges. https://networks.skewed.de/net/bag_of_words#enron

bag_of_words — Bag of words (2008)
Five text collections in the form of bags-of-words, i.e. a bipartite document–word network. Left nodes are documents and right nodes are words. Edge weights are multiplicities. After tokenization and removal of stopwords, the vocabulary of unique words was truncated by only keeping words that occurred more than ten times. Individual document names (i.e. a identifier for each docID) are not provided for copyright reasons.

@netzschleuder@social.skewed.de
2025-10-16 16:00:08

us_air_traffic: U.S. air traffic
Yearly snapshots of flights among all commercial airports in the United States from 1990 to today. Metadata include passengers, distance, carrier, airport located city, state, and month of the flight.
This network has 2278 nodes and 6390340 edges.
Tags: Transportation, Airport, Unweighted, Metadata, Temporal

us_air_traffic: U.S. air traffic. 2278 nodes, 6390340 edges. https://networks.skewed.de/net/us_air_traffic

us_air_traffic — U.S. air traffic
Yearly snapshots of flights among all commercial airports in the United States from 1990 to today. Metadata include passengers, distance, carrier, airport located city, state, and month of the flight.

@netzschleuder@social.skewed.de
2026-01-14 21:00:13

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
netwo…

dbpedia_team: DBpedia athlete-team affiliations. 935627 nodes, 1366466 edges. https://networks.skewed.de/net/dbpedia_team

dbpedia_team — DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.

@netzschleuder@social.skewed.de
2026-01-15 21:00:12

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
netwo…

dbpedia_team: DBpedia athlete-team affiliations. 935627 nodes, 1366466 edges. https://networks.skewed.de/net/dbpedia_team

dbpedia_team — DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.

@netzschleuder@social.skewed.de
2026-01-15 16:00:10

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

email_eu: Email network (EU research inst.). 265214 nodes, 420045 edges. https://networks.skewed.de/net/email_eu

email_eu — Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.

@netzschleuder@social.skewed.de
2025-10-16 07:00:03

interactome_pdz: PDZ-domain interactome (2005)
A network of PDZ-domain-mediated protein–protein binding interactions, extracted from the PDZBase database. Nodes represent proteins and an edge represents a binding interaction between two proteins.
This network has 212 nodes and 244 edges.
Tags: Biological, Protein interactions, Unweighted

interactome_pdz: PDZ-domain interactome (2005). 212 nodes, 244 edges. https://networks.skewed.de/net/interactome_pdz

interactome_pdz — PDZ-domain interactome (2005)
A network of PDZ-domain-mediated protein–protein binding interactions, extracted from the PDZBase database. Nodes represent proteins and an edge represents a binding interaction between two proteins.

@netzschleuder@social.skewed.de
2026-01-15 00:00:05

residence_hall: ANU Residence Hall network
A network of friendships among students living in a residence hall at Australian National University (date unknown). Edge direction indicates that resident i named resident j as a friend, and edge weight indicates the level of friendship: 5 (best friend), 4 (close friend), 3 (friend), 2, 1.
This network has 217 nodes and 2672 edges.
Tags: Social, Offline, Weighted

residence_hall: ANU Residence Hall network. 217 nodes, 2672 edges. https://networks.skewed.de/net/residence_hall

residence_hall — ANU Residence Hall network
A network of friendships among students living in a residence hall at Australian National University (date unknown). Edge direction indicates that resident i named resident j as a friend, and edge weight indicates the level of friendship: 5 (best friend), 4 (close friend), 3 (friend), 2, 1.

@netzschleuder@social.skewed.de
2026-01-15 14:00:46

wikipedia_growth: en-Wikipedia links (2007)
The network of hyperlinks among English wikipedia pages, in 2007. An edge (i,j) indicates that article i hyperlinks to article j, and each edge is timestamped with its creation.
This network has 1870709 nodes and 39953145 edges.
Tags: Informational, Web graph, Unweighted, Timestamps

wikipedia_growth: en-Wikipedia links (2007). 1870709 nodes, 39953145 edges. https://networks.skewed.de/net/wikipedia_growth

wikipedia_growth — en-Wikipedia links (2007)
The network of hyperlinks among English wikipedia pages, in 2007. An edge (i,j) indicates that article i hyperlinks to article j, and each edge is timestamped with its creation.

@netzschleuder@social.skewed.de
2026-01-16 13:00:04

advogato: Advogato trust network (2009)
A network of trust relationships among users on Advogato, an online community of open source software developers. Edge direction indicates that node i trusts node j, and edge weight denotes one of four increasing levels of declared trust from i to j: observer (0.4), apprentice (0.6), journeyer (0.8), and master (1.0).
This network has 6541 nodes and 51127 edges.
Tags: Social, Online, Weighted

advogato: Advogato trust network (2009). 6541 nodes, 51127 edges. https://networks.skewed.de/net/advogato

advogato — Advogato trust network (2009)
A network of trust relationships among users on Advogato, an online community of open source software developers. Edge direction indicates that node i trusts node j, and edge weight denotes one of four increasing levels of declared trust from i to j: observer (0.4), apprentice (0.6), journeyer (0.8), and master (1.0).

@netzschleuder@social.skewed.de
2025-12-16 17:00:08

us_air_traffic: U.S. air traffic
Yearly snapshots of flights among all commercial airports in the United States from 1990 to today. Metadata include passengers, distance, carrier, airport located city, state, and month of the flight.
This network has 2278 nodes and 6390340 edges.
Tags: Transportation, Airport, Unweighted, Metadata, Temporal

us_air_traffic: U.S. air traffic. 2278 nodes, 6390340 edges. https://networks.skewed.de/net/us_air_traffic

us_air_traffic — U.S. air traffic
Yearly snapshots of flights among all commercial airports in the United States from 1990 to today. Metadata include passengers, distance, carrier, airport located city, state, and month of the flight.

@netzschleuder@social.skewed.de
2026-01-15 05:00:06

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

email_enron: Email network (Enron corpus). 36692 nodes, 367662 edges. https://networks.skewed.de/net/email_enron

email_enron — Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.