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@netzschleuder@social.skewed.de
2025-10-29 02:00:04

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 3870 nodes and 469544 edges.
Tags: Social, Online, Unweighted, Metadata

ego_social: Ego networks in social media (2012). 3870 nodes, 469544 edges. https://networks.skewed.de/net/ego_social#gplus_106724181552911298818

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

@geant@mstdn.social
2025-11-27 13:22:44

This month, the Network Performing Arts Production Workshop (NPAPW) 2025 brought together performing artists, technologists, educators, and students from around the world.
A joint initiative of GÉANT and Internet2, NPAPW25 explored what happens when creativity meets advanced networks.
From history of network-enabled performances to MVTP uses cases, and the distributed concert linking New York & Miami, it was a success.
🔗 Read the full recap by Domenico Vicinanza:

the Network Performing Arts Production Workshop (NPAPW) 2025 in The New School in New York City
the Network Performing Arts Production Workshop (NPAPW) 2025 in The New School in New York City
the Network Performing Arts Production Workshop (NPAPW) 2025 in The New School in New York City
@Techmeme@techhub.social
2026-01-27 13:10:49

Chinese-language crypto laundering networks processed ~$16.1B in 2025, or $44M per day on average across 1,799 wallets, representing 20% of laundering activity (Chainalysis)
chainalysis.com/blog/2026-cryp

The Chinese-language Underground Crypto Money Laundering Ecosystem
Chinese-language money laundering networks processed $16.1 billion in illicit funds in 2025, dominating over 20% of crypto money laundering activity.

@netzschleuder@social.skewed.de
2025-11-29 06:00:30

livejournal_aminer: Livejournal social graph
This network contains the social graph of Livejournal, a free on-line social network where users can keep a blog, journal or diary, where a directed edge (i,j) means that user i follows user j.
This network has 3017286 nodes and 87037567 edges.
Tags: Social, Online, Unweighted

livejournal_aminer: Livejournal social graph. 3017286 nodes, 87037567 edges. https://networks.skewed.de/net/livejournal_aminer

livejournal_aminer — Livejournal social graph
This network contains the social graph of Livejournal, a free on-line social network where users can keep a blog, journal or diary, where a directed edge (i,j) means that user i follows user j.

@netzschleuder@social.skewed.de
2026-01-27 09:00:04

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 568 nodes and 24333 edges.
Tags: Social, Offline, Unwe…

copenhagen: Copenhagen Networks Study. 568 nodes, 24333 edges. https://networks.skewed.de/net/copenhagen#sms

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.

@Techmeme@techhub.social
2025-11-28 02:50:49

Sources: Vietnam's recent Huawei and ZTE 5G equipment deals bolster its ties with China following US tariffs, but could undermine US trust in Vietnam's networks (Francesco Guarascio/Reuters)
reuters.com/world/china/huawei

@netzschleuder@social.skewed.de
2025-10-29 00:00:08

flickr_aminer: Flickr social graph
This network contains the social graph of flickr, a popular photo sharing network for users to upload photos and share photos, where a directed edge (i,j) means that user i follows user j.
This network has 214626 nodes and 9114557 edges.
Tags: Social, Online, Unweighted

flickr_aminer: Flickr social graph. 214626 nodes, 9114557 edges. https://networks.skewed.de/net/flickr_aminer

flickr_aminer — Flickr social graph
This network contains the social graph of flickr, a popular photo sharing network for users to upload photos and share photos, where a directed edge (i,j) means that user i follows user j.

@netzschleuder@social.skewed.de
2025-11-27 14:00:04

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). 206 nodes, 4988 edges. https://networks.skewed.de/net/faculty_hiring#computer_science

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
2025-12-28 16:00:04

eu_procurements_alt: EU national procurement networks (2008-2016)
These 234 networks represent the annual national public procurement markets of 26 European countries from 2008-2016, inclusive. Data is sourced from Tenders Electronic Daily (TED), the official procurement portal of the European Union.
This network has 4339 nodes and 5472 edges.
Tags: Economic, Commerce, Weighted, Temporal

eu_procurements_alt: EU national procurement networks (2008-2016). 4339 nodes, 5472 edges. https://networks.skewed.de/net/eu_procurements_alt#CZ_2016

eu_procurements_alt — EU national procurement networks (2008-2016)
These 234 networks represent the annual national public procurement markets of 26 European countries from 2008-2016, inclusive. Data is sourced from Tenders Electronic Daily (TED), the official procurement portal of the European Union.

@netzschleuder@social.skewed.de
2026-01-27 17:00:16

citeulike: CiteULike
Three bipartite networks that make up the CiteULike folksonomy, representing the tag-publication, user-publication, and user-tag networks. The date of this snapshot is uncertain.
This network has 885046 nodes and 2411819 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph, Timestamps

citeulike: CiteULike. 885046 nodes, 2411819 edges. https://networks.skewed.de/net/citeulike

citeulike — CiteULike
Three bipartite networks that make up the CiteULike folksonomy, representing the tag-publication, user-publication, and user-tag networks. The date of this snapshot is uncertain.

@netzschleuder@social.skewed.de
2025-11-28 01:00:13

libimseti: Libimseti.cz social network (2012)
A network of ratings given between users at Libimseti.cz, a Czech online dating website. A directed edge (i,j) means that user i rate user j, and the corresponding edge weight is the given rating, on a scale of 1-10.
This network has 220970 nodes and 17359346 edges.
Tags: Social, Online, Weighted

libimseti: Libimseti.cz social network (2012). 220970 nodes, 17359346 edges. https://networks.skewed.de/net/libimseti

libimseti — Libimseti.cz social network (2012)
A network of ratings given between users at Libimseti.cz, a Czech online dating website. A directed edge (i,j) means that user i rate user j, and the corresponding edge weight is the given rating, on a scale of 1-10.

@netzschleuder@social.skewed.de
2025-12-29 05:00:04

moviegalaxies: Moviegalaxies, movies 410-466 (2018)
Social graphs for over 700 movies from the moviegalaxies.com website. Each node represents a character in a movie and each edge is a same-scene appearance between two characters in that movie. The weight gives the number of same-scene appearances. Networks are extracted from movie scripts automatically.
This network has 56 nodes and 160 edges.
Tags: Social, Fictional, Weighted

moviegalaxies: Moviegalaxies, movies 410-466 (2018). 56 nodes, 160 edges. https://networks.skewed.de/net/moviegalaxies#321

moviegalaxies — Moviegalaxies, movies 410-466 (2018)
Social graphs for over 700 movies from the moviegalaxies.com website. Each node represents a character in a movie and each edge is a same-scene appearance between two characters in that movie. The weight gives the number of same-scene appearances. Networks are extracted from movie scripts automatically.

@netzschleuder@social.skewed.de
2025-11-28 00:00:04

gnutella: Gnutella p2p networks (2002)
A sequence of 9 snapshots of the Gnutella peer-to-peer file sharing network from 5-31 August 2002. Nodes are hosts in the Gnutella network topology and edges are connections between them.
This network has 8717 nodes and 31525 edges.
Tags: Technological, Peer-to-peer, Unweighted

gnutella: Gnutella p2p networks (2002). 8717 nodes, 31525 edges. https://networks.skewed.de/net/gnutella#06

gnutella — Gnutella p2p networks (2002)
A sequence of 9 snapshots of the Gnutella peer-to-peer file sharing network from 5-31 August 2002. Nodes are hosts in the Gnutella network topology and edges are connections between them.

@netzschleuder@social.skewed.de
2025-11-27 07:00:03

sp_colocation: Social co-locations (2018)
Network of colocations between peoople, based on the information on which RFID readers received information from the RFID tags. Namely, we define two individuals to be in co-presence if the same exact set of readers have received signals from both individuals during a 20s time window.
This network has 232 nodes and 1283194 edges.
Tags: Social, Offline, Unweighted, Weighted, Temporal, Metadata

sp_colocation: Social co-locations (2018). 232 nodes, 1283194 edges. https://networks.skewed.de/net/sp_colocation#InVS15

sp_colocation — Social co-locations (2018)
Network of colocations between peoople, based on the information on which RFID readers received information from the RFID tags. Namely, we define two individuals to be in co-presence if the same exact set of readers have received signals from both individuals during a 20s time window. We release here 6 co-presence data sets. The contexts in which these data were collected are: a workplace, with data collected in two different years (InVS13, InVS15), a hospital (LH10), a primary school (LyonSch…

@netzschleuder@social.skewed.de
2025-11-28 05:00:07

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 40254 nodes and 190279 edges.
Tags: Social, Communication, Unweighted, Multigraph…

wiki_talk: Wikipedia talk networks. 40254 nodes, 190279 edges. https://networks.skewed.de/net/wiki_talk#el

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
2025-11-27 12:01:03

roadnet: U.S. roads (CA, PA, TX)
Road networks from three US states (CA, PA, TX), in which edges are stretches of road and vertices are intersections of roads.
This network has 1971281 nodes and 5533214 edges.
Tags: Transportation, Roads, Unweighted
networks.skewed.de/net/roadnet

roadnet: U.S. roads (CA, PA, TX). 1971281 nodes, 5533214 edges. https://networks.skewed.de/net/roadnet#CA

roadnet — U.S. roads (CA, PA, TX)
Road networks from three US states (CA, PA, TX), in which edges are stretches of road and vertices are intersections of roads.

@netzschleuder@social.skewed.de
2026-01-28 01:00:06

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
2025-12-27 22:00:03

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
2025-10-29 01:00:04

software_dependencies: Software dependencies (2010)
Several networks of software dependencies. Nodes represent libraries and a directed edge denotes a library dependency on another.
This network has 799 nodes and 7895 edges.
Tags: Technological, Software, Unweighted
networks.skewed.de/ne…

software_dependencies: Software dependencies (2010). 799 nodes, 7895 edges. https://networks.skewed.de/net/software_dependencies#org

software_dependencies — Software dependencies (2010)
Several networks of software dependencies. Nodes represent libraries and a directed edge denotes a library dependency on another.

@netzschleuder@social.skewed.de
2025-12-28 08:00:03

software_dependencies: Software dependencies (2010)
Several networks of software dependencies. Nodes represent libraries and a directed edge denotes a library dependency on another.
This network has 838 nodes and 3088 edges.
Tags: Technological, Software, Unweighted
networks.skewed.de/…

software_dependencies: Software dependencies (2010). 838 nodes, 3088 edges. https://networks.skewed.de/net/software_dependencies#guava

software_dependencies — Software dependencies (2010)
Several networks of software dependencies. Nodes represent libraries and a directed edge denotes a library dependency on another.

@netzschleuder@social.skewed.de
2025-10-29 04:00:06

facebook_wall: Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.
This network has 46952 nodes and 876993 edges.
Tags: Social, Online, Temporal, Multigraph

facebook_wall: Facebook wall posts (2009). 46952 nodes, 876993 edges. https://networks.skewed.de/net/facebook_wall

facebook_wall — Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.

@netzschleuder@social.skewed.de
2025-12-28 12:00:05

facebook_wall: Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.
This network has 46952 nodes and 876993 edges.
Tags: Social, Online, Temporal, Multigraph

facebook_wall: Facebook wall posts (2009). 46952 nodes, 876993 edges. https://networks.skewed.de/net/facebook_wall

facebook_wall — Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.

@netzschleuder@social.skewed.de
2025-12-28 14:00:05

facebook_wall: Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.
This network has 46952 nodes and 876993 edges.
Tags: Social, Online, Temporal, Multigraph

facebook_wall: Facebook wall posts (2009). 46952 nodes, 876993 edges. https://networks.skewed.de/net/facebook_wall

facebook_wall — Facebook wall posts (2009)
Friendship relationships and interactions (wall posts) for a subset of the Facebook social network in 2009, recorded over a 2 year period. Edge directed edge represents a post by one user on another user's FB wall.

@netzschleuder@social.skewed.de
2025-11-28 07:00:05

arxiv_citation: arXiv citation networks (1993-2003)
Citations among papers posted on arxiv.org under the hep-ph and hep-th categories, between 1993 and 2003. This time begins a few months after axiv was launched. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) These data were originally released as part of the 2003 KDD Cup.
This network has 34546 nodes and 421578 edges.
Tags: Informational,…

arxiv_citation: arXiv citation networks (1993-2003). 34546 nodes, 421578 edges. https://networks.skewed.de/net/arxiv_citation#HepPh

arxiv_citation — arXiv citation networks (1993-2003)
Citations among papers posted on arxiv.org under the hep-ph and hep-th categories, between 1993 and 2003. This time begins a few months after axiv was launched. If a paper i cites a paper j also in this data set, then a directed edge connects i to j. (Papers not in the data set are excluded.) These data were originally released as part of the 2003 KDD Cup.

@netzschleuder@social.skewed.de
2025-11-28 22:00:24

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
2025-12-29 00:00:04

baseball: Baseball steroid use (2008)
Two networks representing steroid use among baseball players. First, a bipartite network of players and their steroid providers (of illegal performance-enhancing substances). Second, a one-mode projection of players, which are linked if they have a common supplier.
This network has 84 nodes and 84 edges.
Tags: Social, Offline, Weighted, Projection

baseball: Baseball steroid use (2008). 84 nodes, 84 edges. https://networks.skewed.de/net/baseball#user-provider

baseball — Baseball steroid use (2008)
Two networks representing steroid use among baseball players. First, a bipartite network of players and their steroid providers (of illegal performance-enhancing substances). Second, a one-mode projection of players, which are linked if they have a common supplier.

@netzschleuder@social.skewed.de
2025-11-27 18:00:05

terrorists_911: 9-11 terrorist network
Network of individuals and their known social associations, centered around the hijackers that carried out the September 11th, 2001 terrorist attacks. Associations extracted after-the-fact from public data. Metadata labels say which plane a person was on, if any, on 9/11.
This network has 62 nodes and 152 edges.
Tags: Social, Offline, Unweighted, Metadata

terrorists_911: 9-11 terrorist network. 62 nodes, 152 edges. https://networks.skewed.de/net/terrorists_911

terrorists_911 — 9-11 terrorist network
Network of individuals and their known social associations, centered around the hijackers that carried out the September 11th, 2001 terrorist attacks. Associations extracted after-the-fact from public data. Metadata labels say which plane a person was on, if any, on 9/11.

@netzschleuder@social.skewed.de
2025-12-27 23:00:04

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 1671 nodes and 2861 edges.
Tags: Informational, Web graph, Multigraph, Timestamps
<…

edit_wikibooks: Wikipedia book edits (2010). 1671 nodes, 2861 edges. https://networks.skewed.de/net/edit_wikibooks#tt

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
2025-12-28 01:00:17

visualizeus: vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.
This network has 577437 nodes and 2298816 edges.
Tags: Informational, Folksonomy, Unweighted, Multigraph

visualizeus: vi.sualize.us picture tagging network. 577437 nodes, 2298816 edges. https://networks.skewed.de/net/visualizeus

visualizeus — vi.sualize.us picture tagging network
Three bipartite networks of tag-picture, user-picture, and user-tag linkages that represent the folksonomy of the picture tagging network of vi.sualize.us. The date of this snapshot is uncertain.

@netzschleuder@social.skewed.de
2025-11-28 11:00:08

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted

dbpedia_recordlabel: DBpedia artist-label affiliations. 186758 nodes, 233286 edges. https://networks.skewed.de/net/dbpedia_recordlabel

dbpedia_recordlabel — DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.

@netzschleuder@social.skewed.de
2025-11-27 22:00:06

foursquare: Foursquare NYC restaurants (2012)
Two bipartite networks of users and restaurant locations in New York City on Foursquare, from 24 October 2011 to 20 February 2012. In one network, an edge denotes a check-in event of a user at a restaurant. In the other, an edge exists if a user left a tip/comment on a restaurant. Metadata include comments.
This network has 4936 nodes and 27149 edges.
Tags: Social, Online, Unweighted, Metadata

foursquare: Foursquare NYC restaurants (2012). 4936 nodes, 27149 edges. https://networks.skewed.de/net/foursquare#NYC_restaurant_checkin

foursquare — Foursquare NYC restaurants (2012)
Two bipartite networks of users and restaurant locations in New York City on Foursquare, from 24 October 2011 to 20 February 2012. In one network, an edge denotes a check-in event of a user at a restaurant. In the other, an edge exists if a user left a tip/comment on a restaurant. Metadata include comments.

@netzschleuder@social.skewed.de
2026-01-28 14:00:04

moreno_taro: Papuan gift-giving (1970)
A network of gift-giving relationships (taro exchange) among households in a Papuan village. Data collected by survey c.1970.
This network has 22 nodes and 78 edges.
Tags: Social, Offline, Unweighted
networks.skewed.de/net/moreno_

moreno_taro: Papuan gift-giving (1970). 22 nodes, 78 edges. https://networks.skewed.de/net/moreno_taro

moreno_taro — Papuan gift-giving (1970)
A network of gift-giving relationships (taro exchange) among households in a Papuan village. Data collected by survey c.1970.

@netzschleuder@social.skewed.de
2026-01-29 02:00:04

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
2026-01-28 16:00:04

kidnappings: Abu Sayyaf kidnappings (2014)
Bipartite network of members of the Abu Sayyaf Group in the Philippines, and the kidnapping events they were involved in.
This network has 351 nodes and 402 edges.
Tags: Social, Offline, Unweighted
networks.skewed.de/net/kidnapp

kidnappings: Abu Sayyaf kidnappings (2014). 351 nodes, 402 edges. https://networks.skewed.de/net/kidnappings

kidnappings — Abu Sayyaf kidnappings (2014)
Bipartite network of members of the Abu Sayyaf Group in the Philippines, and the kidnapping events they were involved in.

@netzschleuder@social.skewed.de
2026-01-28 09:00:05

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
2025-11-27 17:00:09

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
2026-01-27 19:00:05

sp_kenyan_households: Kenyan households contacts (2012)
A network of proximity contacts measured between members of 5 households of rural Kenya, between April 24 and May 12, 2012.
This network has 47 nodes and 32643 edges.
Tags: Social, Offline, Unweighted, Temporal, Metadata
networks.skewed.…

sp_kenyan_households: Kenyan households contacts (2012). 47 nodes, 32643 edges. https://networks.skewed.de/net/sp_kenyan_households

sp_kenyan_households — Kenyan households contacts (2012)
A network of proximity contacts measured between members of 5 households of rural Kenya, between April 24 and May 12, 2012.

@netzschleuder@social.skewed.de
2025-12-28 10:00:06

prosper: Prosper user loans (2016)
A network of loans between users on prosper.com, a pear-to-pear lending marketplace. Edge direction (i, j) denotes person i loaned money to person j.
This network has 89269 nodes and 3394979 edges.
Tags: Social, Online, Unweighted
networks.skewed.de/net/prosper

prosper: Prosper user loans (2016). 89269 nodes, 3394979 edges. https://networks.skewed.de/net/prosper

prosper — Prosper user loans (2016)
A network of loans between users on prosper.com, a pear-to-pear lending marketplace. Edge direction (i, j) denotes person i loaned money to person j.

@netzschleuder@social.skewed.de
2025-12-28 09:00:05

hens: White Leghorn hens (1946)
Dominance interactions (pecking) among a group of White Leghorn hens, observed in 1946. Edge weights represent the frequency of interaction. The two versions below are equivalent.
This network has 32 nodes and 496 edges.
Tags: Social, Animal, Weighted
networks.skewed.de/net/hens

hens: White Leghorn hens (1946). 32 nodes, 496 edges. https://networks.skewed.de/net/hens

hens — White Leghorn hens (1946)
Dominance interactions (pecking) among a group of White Leghorn hens, observed in 1946. Edge weights represent the frequency of interaction. The two versions below are equivalent.

@netzschleuder@social.skewed.de
2025-11-28 04:00:04

sp_hypertext: Hypertext 2009 dynamic contact network
The temporal network of contacts among attendees of the ACM Hypertext 2009 conference, which spanned 2.5 days of time.
This network has 113 nodes and 2196 edges.
Tags: Social, Offline, Unweighted, Temporal
networks.skewed.de/net/sp_hype

sp_hypertext: Hypertext 2009 dynamic contact network. 113 nodes, 2196 edges. https://networks.skewed.de/net/sp_hypertext#intervals

sp_hypertext — Hypertext 2009 dynamic contact network
The temporal network of contacts among attendees of the ACM Hypertext 2009 conference, which spanned 2.5 days of time.

@netzschleuder@social.skewed.de
2025-11-27 20:00:09

facebook_friends: Maier Facebook friends (2014)
A small anonymized Facebook ego network, from April 2014. Nodes are Facebook profiles, and an edge exists if the two profiles are "friends" on Facebook. Metadata gives the social context for the relationship between ego and alter.
This network has 362 nodes and 1988 edges.
Tags: Social, Online, Unweighted, Metadata

facebook_friends: Maier Facebook friends (2014). 362 nodes, 1988 edges. https://networks.skewed.de/net/facebook_friends

facebook_friends — Maier Facebook friends (2014)
A small anonymized Facebook ego network, from April 2014. Nodes are Facebook profiles, and an edge exists if the two profiles are "friends" on Facebook. Metadata gives the social context for the relationship between ego and alter.

@netzschleuder@social.skewed.de
2025-10-29 05:00:04

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
2026-01-28 17:00:15

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
2026-01-28 23:00:05

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). 2452 nodes, 17736 edges. https://networks.skewed.de/net/us_agencies#newyork

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
2025-12-27 12:00:07

wiki_link_dyn: Wikipedia link dynamics (2011)
Six networks of the evolving hyperlink structure among wikipedia articles, for simple English (en), German (de), Dutch (nl), Polish (pl), Italian (it), French (fr), taken in August 2011. Each edge is timestamped, and an edge (i,j) indicates that article i hyperlinks to j. The edge sign indicates the addition ( 1) or deletion (-1) of that link at the specified time.
This network has 100312 nodes and 1627472 edges.
Tags: Informati…

wiki_link_dyn: Wikipedia link dynamics (2011). 100312 nodes, 1627472 edges. https://networks.skewed.de/net/wiki_link_dyn

wiki_link_dyn — Wikipedia link dynamics (2011)
Six networks of the evolving hyperlink structure among wikipedia articles, for simple English (en), German (de), Dutch (nl), Polish (pl), Italian (it), French (fr), taken in August 2011. Each edge is timestamped, and an edge (i,j) indicates that article i hyperlinks to j. The edge sign indicates the addition (+1) or deletion (-1) of that link at the specified time.

@netzschleuder@social.skewed.de
2025-12-27 19:00:07

wiki_link_dyn: Wikipedia link dynamics (2011)
Six networks of the evolving hyperlink structure among wikipedia articles, for simple English (en), German (de), Dutch (nl), Polish (pl), Italian (it), French (fr), taken in August 2011. Each edge is timestamped, and an edge (i,j) indicates that article i hyperlinks to j. The edge sign indicates the addition ( 1) or deletion (-1) of that link at the specified time.
This network has 100312 nodes and 1627472 edges.
Tags: Informati…

wiki_link_dyn: Wikipedia link dynamics (2011). 100312 nodes, 1627472 edges. https://networks.skewed.de/net/wiki_link_dyn

wiki_link_dyn — Wikipedia link dynamics (2011)
Six networks of the evolving hyperlink structure among wikipedia articles, for simple English (en), German (de), Dutch (nl), Polish (pl), Italian (it), French (fr), taken in August 2011. Each edge is timestamped, and an edge (i,j) indicates that article i hyperlinks to j. The edge sign indicates the addition (+1) or deletion (-1) of that link at the specified time.

@netzschleuder@social.skewed.de
2025-12-28 15:00:05

foodweb_baywet: Florida cypress wetlands food web (1998)
Networks of carbon exchanges among species in the cypress wetlands of South Florida. One network covers the wet and the other the dry season. Each node represents a taxon (similar to a species), and a directed edge indicates that one taxon uses another as food.
This network has 128 nodes and 2106 edges.
Tags: Biological, Food web, Weighted

foodweb_baywet: Florida cypress wetlands food web (1998). 128 nodes, 2106 edges. https://networks.skewed.de/net/foodweb_baywet

foodweb_baywet — Florida cypress wetlands food web (1998)
Networks of carbon exchanges among species in the cypress wetlands of South Florida. One network covers the wet and the other the dry season. Each node represents a taxon (similar to a species), and a directed edge indicates that one taxon uses another as food.

@netzschleuder@social.skewed.de
2025-12-29 02:00:03

fullerene_structures: Fullerene molecular structures
Fifteen networks of carbon atoms and the atomic bonds that connect them within molecules of fullerenes, from 60 atoms up to 6000 atoms. A bond is defined to exist whenever the distance of two atoms is less than 1.5 angstrom.
This network has 320 nodes and 480 edges.
Tags: Biological, Chemical, Unweighted, Spatial

fullerene_structures: Fullerene molecular structures. 320 nodes, 480 edges. https://networks.skewed.de/net/fullerene_structures#C320

fullerene_structures — Fullerene molecular structures
Fifteen networks of carbon atoms and the atomic bonds that connect them within molecules of fullerenes, from 60 atoms up to 6000 atoms. A bond is defined to exist whenever the distance of two atoms is less than 1.5 angstrom.

@netzschleuder@social.skewed.de
2025-12-29 01:00:04

fullerene_structures: Fullerene molecular structures
Fifteen networks of carbon atoms and the atomic bonds that connect them within molecules of fullerenes, from 60 atoms up to 6000 atoms. A bond is defined to exist whenever the distance of two atoms is less than 1.5 angstrom.
This network has 2160 nodes and 3240 edges.
Tags: Biological, Chemical, Unweighted, Spatial

fullerene_structures: Fullerene molecular structures. 2160 nodes, 3240 edges. https://networks.skewed.de/net/fullerene_structures#C2160

fullerene_structures — Fullerene molecular structures
Fifteen networks of carbon atoms and the atomic bonds that connect them within molecules of fullerenes, from 60 atoms up to 6000 atoms. A bond is defined to exist whenever the distance of two atoms is less than 1.5 angstrom.

@netzschleuder@social.skewed.de
2025-11-28 15:00:03

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
2026-01-27 12:00:04

plant_pol_vazquez: Vazquez & Simberloff plant-pollinator webs
Eight bipartite networks of plants and pollinators, from the Nahuel Huapi National Park and surrounding areas in Rio Negro, Argentina, from September 1999 to Feburary 2000. Edge weights represent the frequency of species interaction, and there is a common set of vertices across all eight webs.
This network has 144 nodes and 39 edges.
Tags: Biological, Food web, Weighted, Multilayer

plant_pol_vazquez: Vazquez & Simberloff plant-pollinator webs. 144 nodes, 39 edges. https://networks.skewed.de/net/plant_pol_vazquez#Safariland

plant_pol_vazquez — Vazquez & Simberloff plant-pollinator webs
Eight bipartite networks of plants and pollinators, from the Nahuel Huapi National Park and surrounding areas in Rio Negro, Argentina, from September 1999 to Feburary 2000. Edge weights represent the frequency of species interaction, and there is a common set of vertices across all eight webs

@netzschleuder@social.skewed.de
2026-01-28 08:00:04

cattle: Dairy cattle (1955)
Dominance interactions among a group of dairy cattle at the Iberia Livestock Experiment Station in Jenerette, Louisiana. Edge weights represent the frequency of interaction. The two versions below are equivalent.
This network has 28 nodes and 217 edges.
Tags: Social, Animal, Weighted
ne…

cattle: Dairy cattle (1955). 28 nodes, 217 edges. https://networks.skewed.de/net/cattle

cattle — Dairy cattle (1955)
Dominance interactions among a group of dairy cattle at the Iberia Livestock Experiment Station in Jenerette, Louisiana. Edge weights represent the frequency of interaction. The two versions below are equivalent.

@netzschleuder@social.skewed.de
2026-01-27 21:00:05

law_firm: Lazega law firm network
Multiplex network with 3 edge types representing relationships (coworkers, friendship, advice) between partners and associates of a corporate law firm. Data hosted by Manlio De Domenico.
This network has 71 nodes and 2571 edges.
Tags: Social, Offline, Multilayer, Unweighted
net…

law_firm: Lazega law firm network. 71 nodes, 2571 edges. https://networks.skewed.de/net/law_firm

law_firm — Lazega law firm network
Multiplex network with 3 edge types representing relationships (coworkers, friendship, advice) between partners and associates of a corporate law firm. Data hosted by Manlio De Domenico.

@netzschleuder@social.skewed.de
2026-01-28 21:00:20

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
2026-01-27 23:00:04

jazz_collab: Jazz collaboration network
The network of collaborations among jazz musicians, and among jazz bands, extracted from The Red Hot Jazz Archive digital database, covering bands that performed between 1912 and 1940.
This network has 198 nodes and 2742 edges.
Tags: Social, Collaboration, Unweighted

jazz_collab: Jazz collaboration network. 198 nodes, 2742 edges. https://networks.skewed.de/net/jazz_collab

jazz_collab — Jazz collaboration network
The network of collaborations among jazz musicians, and among jazz bands, extracted from The Red Hot Jazz Archive digital database, covering bands that performed between 1912 and 1940.

@netzschleuder@social.skewed.de
2026-01-28 10:00:04

jazz_collab: Jazz collaboration network
The network of collaborations among jazz musicians, and among jazz bands, extracted from The Red Hot Jazz Archive digital database, covering bands that performed between 1912 and 1940.
This network has 198 nodes and 2742 edges.
Tags: Social, Collaboration, Unweighted

jazz_collab: Jazz collaboration network. 198 nodes, 2742 edges. https://networks.skewed.de/net/jazz_collab

jazz_collab — Jazz collaboration network
The network of collaborations among jazz musicians, and among jazz bands, extracted from The Red Hot Jazz Archive digital database, covering bands that performed between 1912 and 1940.

@netzschleuder@social.skewed.de
2026-01-28 18:00:04

dutch_criticism: Dutch literacy criticism (1976)
A network of criticisms among Dutch literary authors in 1976. The directed edge (i,j) denotes that an author i passed judgment on author j's work in an interview or review.
This network has 35 nodes and 81 edges.
Tags: Social, Offline, Unweighted

dutch_criticism: Dutch literacy criticism (1976). 35 nodes, 81 edges. https://networks.skewed.de/net/dutch_criticism

dutch_criticism — Dutch literacy criticism (1976)
A network of criticisms among Dutch literary authors in 1976. The directed edge (i,j) denotes that an author i passed judgment on author j's work in an interview or review.

@netzschleuder@social.skewed.de
2026-01-28 06:00:09

academia_edu: Academica.edu (2011)
Snapshot of the follower relationships among users of academia.edu, a platform for academics to share research papers, scraped in 2011. Nodes are users and a directed edge (i,j) denotes that user i follows j.
This network has 200169 nodes and 1398063 edges.
Tags: Social, Online, Unweighted

academia_edu: Academica.edu (2011). 200169 nodes, 1398063 edges. https://networks.skewed.de/net/academia_edu

academia_edu — Academica.edu (2011)
Snapshot of the follower relationships among users of academia.edu, a platform for academics to share research papers, scraped in 2011. Nodes are users and a directed edge (i,j) denotes that user i follows j.

@netzschleuder@social.skewed.de
2025-12-27 20:00:11

notre_dame_web: Webgraph (Notre Dame)
The web graph of Notre Dame University (nd.edu), as collected in 1999.
This network has 325729 nodes and 1497134 edges.
Tags: Informational, Web graph, Unweighted
networks.skewed.de/net/notre_d
Ridiculogram…

notre_dame_web: Webgraph (Notre Dame). 325729 nodes, 1497134 edges. https://networks.skewed.de/net/notre_dame_web

notre_dame_web — Webgraph (Notre Dame)
The web graph of Notre Dame University (nd.edu), as collected in 1999.

@netzschleuder@social.skewed.de
2026-01-28 00:00:11

dblp_coauthor_snap: DBLP authors (2012)
A coauthorship network extracted from the DBLP computer science manuscript database, in 2012. This network is a one-mode projection from the bipartite graph of computer scientists and their publications.
This network has 425957 nodes and 1049866 edges.
Tags: Social, Collaboration, Unweighted, Metadata, Projection

dblp_coauthor_snap: DBLP authors (2012). 425957 nodes, 1049866 edges. https://networks.skewed.de/net/dblp_coauthor_snap

dblp_coauthor_snap — DBLP authors (2012)
A coauthorship network extracted from the DBLP computer science manuscript database, in 2012. This network is a one-mode projection from the bipartite graph of computer scientists and their publications.

@netzschleuder@social.skewed.de
2026-01-28 19:00:09

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
2026-01-28 05:00:05

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
2026-01-28 15:00:04

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
2026-01-28 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
2026-01-27 10:00:04

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
2025-11-28 08:00:23

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
2025-11-27 19:00:04

plant_pol_robertson: Robertson plant-pollinator web
A bipartite network of plants and pollinators, from southwestern Illinois, USA.
This network has 1884 nodes and 15265 edges.
Tags: Biological, Food web, Unweighted
networks.skewed.de/net/plant_p

plant_pol_robertson: Robertson plant-pollinator web. 1884 nodes, 15265 edges. https://networks.skewed.de/net/plant_pol_robertson

plant_pol_robertson — Robertson plant-pollinator web
A bipartite network of plants and pollinators, from southwestern Illinois, USA

@netzschleuder@social.skewed.de
2025-10-29 03:00:40

reuters: Reuters news stories (1987, 2000)
A bipartite network of Reuters news stories and words. Edges connect each story to all the words it contains.
This network has 1065176 nodes and 60569726 edges.
Tags: Informational, Language, Unweighted
networks.skewed.de/net/reuters…

reuters: Reuters news stories (1987, 2000). 1065176 nodes, 60569726 edges. https://networks.skewed.de/net/reuters

reuters — Reuters news stories (1987, 2000)
A bipartite network of Reuters news stories and words. Edges connect each story to all the words it contains.

@netzschleuder@social.skewed.de
2025-12-27 21:00:04

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
2025-12-28 04:00:04

google: Google internal webpages (2007)
A directed network of webpages from Google's own sites, and the hyperlinks among them. Edge direction indicates that i hyperlinks to j.
This network has 15763 nodes and 171206 edges.
Tags: Informational, Web graph, Unweighted
networks.skewed.de/net/google

google: Google internal webpages (2007). 15763 nodes, 171206 edges. https://networks.skewed.de/net/google

google — Google internal webpages (2007)
A directed network of webpages from Google's own sites, and the hyperlinks among them. Edge direction indicates that i hyperlinks to j.

@netzschleuder@social.skewed.de
2025-11-28 10:00:08

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
2025-11-28 03:00:05

linux: Linux source inclusions (v3.16)
A network of Linux (v3.16) source code file inclusion. Nodes represent source files and a directed edge indicates if one file includes another.
This network has 30837 nodes and 213954 edges.
Tags: Technological, Software, Unweighted
networks.skewed.de/net/linux

linux: Linux source inclusions (v3.16). 30837 nodes, 213954 edges. https://networks.skewed.de/net/linux

linux — Linux source inclusions (v3.16)
A network of Linux (v3.16) source code file inclusion. Nodes represent source files and a directed edge indicates if one file includes another.

@netzschleuder@social.skewed.de
2025-11-27 16:00:06

slashdot_zoo: Slashdot Zoo friend-foe network (2009)
A network of interactions among users on Slashdot (slashdot.org), a technology news website. Users name each other as friends or foe. The friend label increases the scores of post, and the foe label decreases the score.
This network has 79120 nodes and 515397 edges.
Tags: Social, Online, Signed

slashdot_zoo: Slashdot Zoo friend-foe network (2009). 79120 nodes, 515397 edges. https://networks.skewed.de/net/slashdot_zoo

slashdot_zoo — Slashdot Zoo friend-foe network (2009)
A network of interactions among users on Slashdot (slashdot.org), a technology news website. Users name each other as friends or foe. The friend label increases the scores of post, and the foe label decreases the score.

@netzschleuder@social.skewed.de
2025-12-28 03:00:06

slashdot_zoo: Slashdot Zoo friend-foe network (2009)
A network of interactions among users on Slashdot (slashdot.org), a technology news website. Users name each other as friends or foe. The friend label increases the scores of post, and the foe label decreases the score.
This network has 79120 nodes and 515397 edges.
Tags: Social, Online, Signed

slashdot_zoo: Slashdot Zoo friend-foe network (2009). 79120 nodes, 515397 edges. https://networks.skewed.de/net/slashdot_zoo

slashdot_zoo — Slashdot Zoo friend-foe network (2009)
A network of interactions among users on Slashdot (slashdot.org), a technology news website. Users name each other as friends or foe. The friend label increases the scores of post, and the foe label decreases the score.

@netzschleuder@social.skewed.de
2025-11-28 18:00:04

london_transport: London Transport Network
Multiplex network with 3 edge types representing links within the three layers of London train stations: Underground, Overground and DLR.
This network has 369 nodes and 441 edges.
Tags: Transportation, Public Transport, Multilayer, Weighted
networks.skew…

london_transport: London Transport Network. 369 nodes, 441 edges. https://networks.skewed.de/net/london_transport

london_transport — London Transport Network
Multiplex network with 3 edge types representing links within the three layers of London train stations: Underground, Overground and DLR.

@netzschleuder@social.skewed.de
2025-11-28 09:00:04

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
2025-12-27 08:00:05

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
2026-01-27 20:00:30

yahoo_ads: Yahoo! advertisement words
A network of words extracted from phrases on which advertisers bid, in Yahoo! advertisements. A node is a word and a directed edge (i, j) denotes word i comes after the word j.
This network has 653260 nodes and 2931708 edges.
Tags: Informational, Language, Unweighted

yahoo_ads: Yahoo! advertisement words. 653260 nodes, 2931708 edges. https://networks.skewed.de/net/yahoo_ads

yahoo_ads — Yahoo! advertisement words
A network of words extracted from phrases on which advertisers bid, in Yahoo! advertisements. A node is a word and a directed edge (i, j) denotes word i comes after the word j.

@netzschleuder@social.skewed.de
2026-01-27 18:00:05

jdk: Java SE Dev Kit dependencies (1.6.0.7)
A network of class dependencies within the JDK (Java SE Development Kit) 1.6.0.7 framework. Nodes represent classes and a directed edge indicates a dependency of one class on another.
This network has 6434 nodes and 150985 edges.
Tags: Technological, Software, Unweighted, Multigraph

jdk: Java SE Dev Kit dependencies (1.6.0.7). 6434 nodes, 150985 edges. https://networks.skewed.de/net/jdk

jdk — Java SE Dev Kit dependencies (1.6.0.7)
A network of class dependencies within the JDK (Java SE Development Kit) 1.6.0.7 framework. Nodes represent classes and a directed edge indicates a dependency of one class on another.

@netzschleuder@social.skewed.de
2026-01-28 12:00:16

berkstan_web: Webgraph (Berkeley-Stanford)
The web graph of Berkeley and Stanford Universities (berkeley.edu and stanford.edu), as collected in 2002. Nodes represent pages and directed edges represent hyperlinks between them.
This network has 685231 nodes and 7600595 edges.
Tags: Informational, Web graph, Unweighted

berkstan_web: Webgraph (Berkeley-Stanford). 685231 nodes, 7600595 edges. https://networks.skewed.de/net/berkstan_web

berkstan_web — Webgraph (Berkeley-Stanford)
The web graph of Berkeley and Stanford Universities (berkeley.edu and stanford.edu), as collected in 2002. Nodes represent pages and directed edges represent hyperlinks between them.

@netzschleuder@social.skewed.de
2026-01-29 00:00:14

berkstan_web: Webgraph (Berkeley-Stanford)
The web graph of Berkeley and Stanford Universities (berkeley.edu and stanford.edu), as collected in 2002. Nodes represent pages and directed edges represent hyperlinks between them.
This network has 685231 nodes and 7600595 edges.
Tags: Informational, Web graph, Unweighted

berkstan_web: Webgraph (Berkeley-Stanford). 685231 nodes, 7600595 edges. https://networks.skewed.de/net/berkstan_web

berkstan_web — Webgraph (Berkeley-Stanford)
The web graph of Berkeley and Stanford Universities (berkeley.edu and stanford.edu), as collected in 2002. Nodes represent pages and directed edges represent hyperlinks between them.

@netzschleuder@social.skewed.de
2026-01-27 14:00:05

internet_as: Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006.
This network has 22963 nodes and 48436 edges.
Tags: Technological, Communication, Unweighted

internet_as: Internet AS graph (2006). 22963 nodes, 48436 edges. https://networks.skewed.de/net/internet_as

internet_as — Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006

@netzschleuder@social.skewed.de
2026-01-28 07:00:05

internet_as: Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006.
This network has 22963 nodes and 48436 edges.
Tags: Technological, Communication, Unweighted

internet_as: Internet AS graph (2006). 22963 nodes, 48436 edges. https://networks.skewed.de/net/internet_as

internet_as — Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006

@netzschleuder@social.skewed.de
2026-01-27 16:00:04

contact: Haggle human proximity network (2006)
A network of human proximities, as measured by carried wireless devices. Each node represents a person, and an edge denotes when two people were within a certain proximity of each other, as measured by a wireless protocol (Bluetooth or Wifi). The edges are timestamped.
This network has 274 nodes and 28244 edges.
Tags: Social, Offline, Unweighted, Timestamps

contact: Haggle human proximity network (2006). 274 nodes, 28244 edges. https://networks.skewed.de/net/contact

contact — Haggle human proximity network (2006)
A network of human proximities, as measured by carried wireless devices. Each node represents a person, and an edge denotes when two people were within a certain proximity of each other, as measured by a wireless protocol (Bluetooth or Wifi). The edges are timestamped.

@netzschleuder@social.skewed.de
2025-12-27 15:00:05

sp_baboons: Baboons' interactions (2020)
Network of interactions between a group of 20 Guinea baboons living in an enclosure of a Primate Center in France, between June 13th 2019 and July 10th 2019. The data set contains observational and wearable sensors data.
This network has 13 nodes and 63095 edges.
Tags: Social, Animal, Offline, Unweighted, Weighted, Temporal, Metadata

sp_baboons: Baboons' interactions (2020). 13 nodes, 63095 edges. https://networks.skewed.de/net/sp_baboons#sensor

sp_baboons — Baboons' interactions (2020)
Network of interactions between a group of 20 Guinea baboons living in an enclosure of a Primate Center in France, between June 13th 2019 and July 10th 2019. The data set contains observational and wearable sensors data. The observational data contains all the behavioral events registered by an observer, with 8 columns: - DateTime: Time stamp of the event, namely the moment the observed behavior was registered. In case of STATE events (events with duration > 0), it refers to the beginning of …

@netzschleuder@social.skewed.de
2025-12-27 10:00:03

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
2025-12-27 18:00:10

digg_votes: Digg story votes (2009)
A bipartite network between users and stories on digg.com from 2009. Each user node connects to all story nodes on which that user voted. Edges are timestamped.
This network has 142962 nodes and 3018197 edges.
Tags: Economic, Preferences, Multigraph, Timestamps
netwo…

digg_votes: Digg story votes (2009). 142962 nodes, 3018197 edges. https://networks.skewed.de/net/digg_votes

digg_votes — Digg story votes (2009)
A bipartite network between users and stories on digg.com from 2009. Each user node connects to all story nodes on which that user voted. Edges are timestamped.

@netzschleuder@social.skewed.de
2025-12-29 06:00:07

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
2025-12-28 22:00:24

yahoo_ads: Yahoo! advertisement words
A network of words extracted from phrases on which advertisers bid, in Yahoo! advertisements. A node is a word and a directed edge (i, j) denotes word i comes after the word j.
This network has 653260 nodes and 2931708 edges.
Tags: Informational, Language, Unweighted

yahoo_ads: Yahoo! advertisement words. 653260 nodes, 2931708 edges. https://networks.skewed.de/net/yahoo_ads

yahoo_ads — Yahoo! advertisement words
A network of words extracted from phrases on which advertisers bid, in Yahoo! advertisements. A node is a word and a directed edge (i, j) denotes word i comes after the word j.

@netzschleuder@social.skewed.de
2025-12-27 17:00:04

bible_nouns: Bible noun phrases
A network of noun phrases (places and names) in the King James Version of the Bible. Each node is a noun phrase, and an edge exists if the noun phrases co-occur in a Bible verse. Edge weight denotes how often the two words co-occur.
This network has 1773 nodes and 9131 edges.
Tags: Informational, Language, Weighted

bible_nouns: Bible noun phrases. 1773 nodes, 9131 edges. https://networks.skewed.de/net/bible_nouns

bible_nouns — Bible noun phrases
A network of noun phrases (places and names) in the King James Version of the Bible. Each node is a noun phrase, and an edge exists if the noun phrases co-occur in a Bible verse. Edge weight denotes how often the two words co-occur.

@netzschleuder@social.skewed.de
2026-01-27 11:00:31

foursquare_global: Foursquare global check-ins (2013)
A bipartite network of users and locations, representing check-in events worldwide on Foursquare, from April 2012 to September 2013. Metadata include country, city name, city type (e.g. national capital), and vender's latitude and longitude.
This network has 3935215 nodes and 22809624 edges.
Tags: Social, Online, Unweighted, Metadata, Timestamps

foursquare_global: Foursquare global check-ins (2013). 3935215 nodes, 22809624 edges. https://networks.skewed.de/net/foursquare_global

foursquare_global — Foursquare global check-ins (2013)
A bipartite network of users and locations, representing check-in events worldwide on Foursquare, from April 2012 to September 2013. Metadata include country, city name, city type (e.g. national capital), and vender's latitude and longitude.

@netzschleuder@social.skewed.de
2025-11-27 23:00:04

contiguous_usa: Contiguous states (USA)
A network of contiguous states in the USA, in which each state is a node and two nodes are connected if they share a land-based geographic border. The dataset includes the lower 48 states, and the District of Columbia.
This network has 49 nodes and 107 edges.
Tags: Transportation, Roads, Unweighted

contiguous_usa: Contiguous states (USA). 49 nodes, 107 edges. https://networks.skewed.de/net/contiguous_usa

contiguous_usa — Contiguous states (USA)
A network of contiguous states in the USA, in which each state is a node and two nodes are connected if they share a land-based geographic border. The dataset includes the lower 48 states, and the District of Columbia.

@netzschleuder@social.skewed.de
2025-12-28 06:00:04

contiguous_usa: Contiguous states (USA)
A network of contiguous states in the USA, in which each state is a node and two nodes are connected if they share a land-based geographic border. The dataset includes the lower 48 states, and the District of Columbia.
This network has 49 nodes and 107 edges.
Tags: Transportation, Roads, Unweighted

contiguous_usa: Contiguous states (USA). 49 nodes, 107 edges. https://networks.skewed.de/net/contiguous_usa

contiguous_usa — Contiguous states (USA)
A network of contiguous states in the USA, in which each state is a node and two nodes are connected if they share a land-based geographic border. The dataset includes the lower 48 states, and the District of Columbia.

@netzschleuder@social.skewed.de
2025-12-29 04:00:05

slashdot_threads: Slashdot thread replies (2007)
A network of replies among users of the website Slashdot on the various discussion threads on the site. Nodes are user accounts and each directed edge represents a reply from user i to user j. Replies are timestamped.
This network has 51083 nodes and 140778 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

slashdot_threads: Slashdot thread replies (2007). 51083 nodes, 140778 edges. https://networks.skewed.de/net/slashdot_threads

slashdot_threads — Slashdot thread replies (2007)
A network of replies among users of the website Slashdot on the various discussion threads on the site. Nodes are user accounts and each directed edge represents a reply from user i to user j. Replies are timestamped.

@netzschleuder@social.skewed.de
2026-01-28 11:00:05

nematode_mammal: Global nematode–mammal interactions (2018)
A global interaction web of interactions between nematodes and their host mammal species, extracted from the helminthR package and dataset. Nodes are annotated with species-level information.
This network has 30516 nodes and 146683 edges.
Tags: Biological, Food web, Unweighted, Metadata

nematode_mammal: Global nematode–mammal interactions (2018). 30516 nodes, 146683 edges. https://networks.skewed.de/net/nematode_mammal

nematode_mammal — Global nematode–mammal interactions (2018)
A global interaction web of interactions between nematodes and their host mammal species, extracted from the helminthR package and dataset. Nodes are annotated with species-level information.

@netzschleuder@social.skewed.de
2025-10-29 06:00:04

edit_wikiquote: Wikiquote edits (2010)
A bipartite user-page network extracted from Wikiquotes. 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 24753 nodes and 323207 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wikiquote: Wikiquote edits (2010). 24753 nodes, 323207 edges. https://networks.skewed.de/net/edit_wikiquote#de

edit_wikiquote — Wikiquote edits (2010)
A bipartite user-page network extracted from Wikiquotes. 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
2025-12-28 05:00:04

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
2025-12-28 11:00:04

unicodelang: Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.
This network has 868 nodes and 1255 edges.
Tags: Informational, Relatedness, Weighted

unicodelang: Languages spoken by country (2015). 868 nodes, 1255 edges. https://networks.skewed.de/net/unicodelang

unicodelang — Languages spoken by country (2015)
A bipartite network of languages and the countries in which they are spoken, as estimated by Unicode. Edges are weighted by the proportion of the given country's population that is literate in a particular language.

@netzschleuder@social.skewed.de
2025-11-27 13:00:04

student_cooperation: Student cooperation (2012)
Network of cooperation among students in the "Computer and Network Security" course at Ben-Gurion University, in 2012. Nodes are students, and edges denote cooperation between students while doing their homework. The graph contains three types of links: Time, Computer, Partners.
This network has 185 nodes and 360 edges.
Tags: Social, Offline, Multigraph, Unweighted

student_cooperation: Student cooperation (2012). 185 nodes, 360 edges. https://networks.skewed.de/net/student_cooperation

student_cooperation — Student cooperation (2012)
Network of cooperation among students in the "Computer and Network Security" course at Ben-Gurion University, in 2012. Nodes are students, and edges denote cooperation between students while doing their homework. The graph contains three types of links: Time, Computer, Partners.

@netzschleuder@social.skewed.de
2025-11-28 20:00:22

epinions: Epinions product ratings (2005)
A bipartite network of users and the products they rated on the website Epinions.com. A user connects to all products on which that user entered a rating. Edge weight represents the rating score, and edges are timestamped.
This network has 876252 nodes and 13668320 edges.
Tags: Economic, Preferences, Timestamps, Weighted

epinions: Epinions product ratings (2005). 876252 nodes, 13668320 edges. https://networks.skewed.de/net/epinions

epinions — Epinions product ratings (2005)
A bipartite network of users and the products they rated on the website Epinions.com. A user connects to all products on which that user entered a rating. Edge weight represents the rating score, and edges are timestamped.