Tootfinder

@netzschleuder@social.skewed.de
2023-11-09 03:00:07

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
https://

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.

@underdarkGIS@fosstodon.org
2023-12-09 21:33:12

Mapping relationships between #Neo4j spatial nodes with #GeoPandas
Previously, we mapped neo4j spatial nodes. This time, we want to take it one step further and map relationships. A prime example, are the relationships between

@netzschleuder@social.skewed.de
2023-11-09 12:00:13

corporate_directors: Global corporate directors (2016)
Bipartite network of directors and the companies on whose boards they sit, spanning 54 countries worldwide, constructed from data collected by the Financial Times (c. Sept. 2016). Person nodes are annotated with age and gender. Company nodes are annotated with their country, sector, industry, and number of employees.
This network has 356638 nodes and 377060 edges.
Tags: Economic, Governance, Unweighted, Metadata

corporate_directors: Global corporate directors (2016). 356638 nodes, 377060 edges. https://networks.skewed.de/net/corporate_directors

corporate_directors — Global corporate directors (2016)
Bipartite network of directors and the companies on whose boards they sit, spanning 54 countries worldwide, constructed from data collected by the Financial Times (c. Sept. 2016). Person nodes are annotated with age and gender. Company nodes are annotated with their country, sector, industry, and number of employees.

@underdarkGIS@fosstodon.org
2023-12-09 21:33:12

Mapping relationships between #Neo4j spatial nodes with #GeoPandas
Previously, we mapped neo4j spatial nodes. This time, we want to take it one step further and map relationships. A prime example, are the relationships between

@netzschleuder@social.skewed.de
2023-09-10 18:00:05

crime: Rosenfeld crime network (1991)
A network of associations among suspects, victims, and/or witnesses involved in crimes in St. Louis in the 1990s. Data are derived from police records, via snowball sampling from five initial homicides. Left nodes are people, right nodes are crime events, and edges connect people to particular crimes events they were associated with. Metadata includes names, genders, and roles (suspects, victims, and/or witnesses).
This network has 1380 nodes…

crime: Rosenfeld crime network (1991). 1380 nodes, 1476 edges. https://networks.skewed.de/net/crime

crime — Rosenfeld crime network (1991)
A network of associations among suspects, victims, and/or witnesses involved in crimes in St. Louis in the 1990s. Data are derived from police records, via snowball sampling from five initial homicides. Left nodes are people, right nodes are crime events, and edges connect people to particular crimes events they were associated with. Metadata includes names, genders, and roles (suspects, victims, and/or witnesses).

@netzschleuder@social.skewed.de
2023-12-09 18:00:11

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
https://networks.skewe…

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
2023-12-09 15:00:14

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
https://networks.skewe…

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
2023-12-10 08:00:08

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
2023-12-09 14:00:09

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
2023-12-09 05:00:09

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
https://

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
2023-11-08 21:00:07

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 3310 nodes and 22370 edges.
Tags: Technological, Software, Unweighted
https://network…

software_dependencies: Software dependencies (2010). 3310 nodes, 22370 edges. https://networks.skewed.de/net/software_dependencies#javax

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
2023-12-10 09:00:09

interactome_stelzl: Stelzl human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents an interaction between two proteins, as inferred via high-throughput Y2H experiments using bait and prey methodology.
This network has 1706 nodes and 6207 edges.
Tags: Biological, Protein interactions, Unweighted

interactome_stelzl: Stelzl human interactome (2005). 1706 nodes, 6207 edges. https://networks.skewed.de/net/interactome_stelzl

interactome_stelzl — Stelzl human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents an interaction between two proteins, as inferred via high-throughput Y2H experiments using bait and prey methodology.

@netzschleuder@social.skewed.de
2023-12-09 00:00:11

fly_hemibrain: Fly hemibrain (2020)
A synaptic map of the hemibrain connectome of fruit fly Drosophila melanogaster. Nodes are neurons, and edges are synaptic connections, traced individually from brain image sections using EM reconstruction techniques. Neurons are labeled by their type. Edges are annotated by the connection strength between the neurons.
This network has 21739 nodes and 4259624 edges.
Tags: Biological, Connectome, Weighted, Metadata

fly_hemibrain: Fly hemibrain (2020). 21739 nodes, 4259624 edges. https://networks.skewed.de/net/fly_hemibrain

fly_hemibrain — Fly hemibrain (2020)
A synaptic map of the hemibrain connectome of fruit fly Drosophila melanogaster. Nodes are neurons, and edges are synaptic connections, traced individually from brain image sections using EM reconstruction techniques. Neurons are labeled by their type. Edges are annotated by the connection strength between the neurons.

@netzschleuder@social.skewed.de
2023-12-10 12:00:10

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
2023-11-09 01:00:17

bitcoin: Bitcoin transactions (2009-2013)
A network of Bitcoin transactions spanning January 2009 to April 2013. Nodes are public-key "addresses" at some time within the given period, and each edge is marked with the time (at a resolution of seconds) of the transaction.
This network has 6336770 nodes and 16057711 edges.
Tags: Economic, Cryptocurrency, Unweighted, Timestamps

bitcoin: Bitcoin transactions (2009-2013). 6336770 nodes, 16057711 edges. https://networks.skewed.de/net/bitcoin

bitcoin — Bitcoin transactions (2009-2013)
A network of Bitcoin transactions spanning January 2009 to April 2013. Nodes are public-key "addresses" at some time within the given period, and each edge is marked with the time (at a resolution of seconds) of the transaction.

@netzschleuder@social.skewed.de
2023-11-10 12:00:05

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
https://…

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
2023-12-09 10:00:52

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
2023-11-09 07:00:47

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
h…

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
2023-12-10 02:00:07

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
2023-11-09 13:00:07

foodweb_little_rock: Little Rock Lake food web (1991)
A food web among the species found in Little Rock Lake in Wisconsin. Nodes are taxa (like species), either autotrophs, herbivores, carnivores or decomposers. Edges represent feeding (nutrient transfer) of one taxon on another.
This network has 183 nodes and 2494 edges.
Tags: Biological, Food web, Unweighted

foodweb_little_rock: Little Rock Lake food web (1991). 183 nodes, 2494 edges. https://networks.skewed.de/net/foodweb_little_rock

foodweb_little_rock — Little Rock Lake food web (1991)
A food web among the species found in Little Rock Lake in Wisconsin. Nodes are taxa (like species), either autotrophs, herbivores, carnivores or decomposers. Edges represent feeding (nutrient transfer) of one taxon on another.

@netzschleuder@social.skewed.de
2023-11-09 16:00:05

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
2023-12-10 06:00:08

ugandan_village: Ugandan village networks (2013)
Complete friendship and health advice social networks among households in 17 rural villages bordering Lake Victoria in Mayuge District, Uganda in 2013. Nodes are households and edges represent either a close friendship or a trusted health advisor connection, obtained via a name generator questionnaire.
This network has 65 nodes and 300 edges.
Tags: Social, Offline, Unweighted, Multilayer

ugandan_village: Ugandan village networks (2013). 65 nodes, 300 edges. https://networks.skewed.de/net/ugandan_village#friendship-17

ugandan_village — Ugandan village networks (2013)
Complete friendship and health advice social networks among households in 17 rural villages bordering Lake Victoria in Mayuge District, Uganda in 2013. Nodes are households and edges represent either a close friendship or a trusted health advisor connection, obtained via a name generator questionnaire.

@netzschleuder@social.skewed.de
2023-11-09 04:00:37

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
2023-10-10 13:00:06

interactome_vidal: Vidal human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents a binding interaction between two proteins, as tested using a high-throughput yeast two-hybrid (Y2H) system.
This network has 3133 nodes and 6726 edges.
Tags: Biological, Protein interactions, Unweighted

interactome_vidal: Vidal human interactome (2005). 3133 nodes, 6726 edges. https://networks.skewed.de/net/interactome_vidal

interactome_vidal — Vidal human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents a binding interaction between two proteins, as tested using a high-throughput yeast two-hybrid (Y2H) system.

@netzschleuder@social.skewed.de
2023-10-10 08:00:07

interactome_yeast: Coulomb yeast interactome (2005)
A network of protein-protein binding interactions among yeast proteins. Nodes represent proteins found in yeast (Saccharomyces cerevisiae) and an edge represents a binding interaction between two proteins.
This network has 1870 nodes and 2277 edges.
Tags: Biological, Protein interactions, Unweighted

interactome_yeast: Coulomb yeast interactome (2005). 1870 nodes, 2277 edges. https://networks.skewed.de/net/interactome_yeast

interactome_yeast — Coulomb yeast interactome (2005)
A network of protein-protein binding interactions among yeast proteins. Nodes represent proteins found in yeast (Saccharomyces cerevisiae) and an edge represents a binding interaction between two proteins.

@netzschleuder@social.skewed.de
2023-10-09 09:00:07

interactome_stelzl: Stelzl human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents an interaction between two proteins, as inferred via high-throughput Y2H experiments using bait and prey methodology.
This network has 1706 nodes and 6207 edges.
Tags: Biological, Protein interactions, Unweighted

interactome_stelzl — Stelzl human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents an interaction between two proteins, as inferred via high-throughput Y2H experiments using bait and prey methodology.

@netzschleuder@social.skewed.de
2023-12-10 15:00:14

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
2023-11-09 17:00:05

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 1 edges.
Tags: Social, Offline, Weighted, Temporal

ambassador: Philippines Ambassador bombing (2000). 16 nodes, 1 edges. https://networks.skewed.de/net/ambassador#2004

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
2023-10-10 17:00:05

marvel_partnerships: Marvel character partnerships (2018)
A network of partnerships among characters in the Marvel comic book universe. Nodes are either heroes or villains, and edges represent partnerships between such characters. The partnership network was extracted from Wikipedia pages of these characters, which indicate partnership relations with other such pages.
This network has 350 nodes and 346 edges.
Tags: Social, Fictional, Unweighted

marvel_partnerships: Marvel character partnerships (2018). 350 nodes, 346 edges. https://networks.skewed.de/net/marvel_partnerships

marvel_partnerships — Marvel character partnerships (2018)
A network of partnerships among characters in the Marvel comic book universe. Nodes are either heroes or villains, and edges represent partnerships between such characters. The partnership network was extracted from Wikipedia pages of these characters, which indicate partnership relations with other such pages.

@netzschleuder@social.skewed.de
2023-09-10 06:00:06

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
ht…

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
2023-10-09 08:00:06

montreal: Montreal street gangs (2007)
Network representing relationships between gangs, obtained from Montreal Police’s central intelligence database, spanning 2004 to 2007. Nodes are gangs, and an edge represents some kind of relationship between two gangs (as elicited from interviews with gang members).
This network has 35 nodes and 78 edges.
Tags: Social, Affiliation, Unweighted

montreal: Montreal street gangs (2007). 35 nodes, 78 edges. https://networks.skewed.de/net/montreal

montreal — Montreal street gangs (2007)
Network representing relationships between gangs, obtained from Montreal Police’s central intelligence database, spanning 2004 to 2007. Nodes are gangs, and an edge represents some kind of relationship between two gangs (as elicited from interviews with gang members).

@netzschleuder@social.skewed.de
2023-09-10 10:00:09

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
2023-09-10 17:00:06

interactome_vidal: Vidal human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents a binding interaction between two proteins, as tested using a high-throughput yeast two-hybrid (Y2H) system.
This network has 3133 nodes and 6726 edges.
Tags: Biological, Protein interactions, Unweighted
<…

interactome_vidal — Vidal human interactome (2005)
A network of human proteins and their binding interactions. Nodes represent proteins and an edge represents a binding interaction between two proteins, as tested using a high-throughput yeast two-hybrid (Y2H) system.

@netzschleuder@social.skewed.de
2023-10-10 06:00:07

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
2023-09-10 16:00:07

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)
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
2023-09-10 12:00:06

ugandan_village: Ugandan village networks (2013)
Complete friendship and health advice social networks among households in 17 rural villages bordering Lake Victoria in Mayuge District, Uganda in 2013. Nodes are households and edges represent either a close friendship or a trusted health advisor connection, obtained via a name generator questionnaire.
This network has 139 nodes and 709 edges.
Tags: Social, Offline, Unweighted, Multilayer

ugandan_village: Ugandan village networks (2013). 139 nodes, 709 edges. https://networks.skewed.de/net/ugandan_village#friendship-6

ugandan_village — Ugandan village networks (2013)
Complete friendship and health advice social networks among households in 17 rural villages bordering Lake Victoria in Mayuge District, Uganda in 2013. Nodes are households and edges represent either a close friendship or a trusted health advisor connection, obtained via a name generator questionnaire.

@netzschleuder@social.skewed.de
2023-09-10 19:00:25

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
2023-12-08 06:00:08

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
https://

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
2023-09-10 15:00:08

paris_transportation: Paris Transportation (2016)
A multiplex transportation network of Ile-de-France, jointly representing the road network, train network, and subway network. Nodes are intersections, rail stations or metro stations. Different modes of transportation are given by different layers. Within-layer edges represent direct transference by a particular mode of transportation, and between-layer edges represent the conjunction of those layers at that node.
This network ha…

paris_transportation: Paris Transportation (2016). 42678 nodes, 51931 edges. https://networks.skewed.de/net/paris_transportation

paris_transportation — Paris Transportation (2016)
A multiplex transportation network of Ile-de-France, jointly representing the road network, train network, and subway network. Nodes are intersections, rail stations or metro stations. Different modes of transportation are given by different layers. Within-layer edges represent direct transference by a particular mode of transportation, and between-layer edges represent the conjunction of those layers at that node.

@netzschleuder@social.skewed.de
2023-11-09 00:00:08

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). 1133 nodes, 8161 edges. https://networks.skewed.de/net/us_agencies#illinois

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
2023-12-07 09:00:09

new_zealand_collab: New Zealand scientific collaborations (2015)
A network of scientific collaborations among institutions in New Zealand. Nodes are institutions (universities, organizations, etc.), and two nodes i,j are connected if Scopus lists at least one publication with authors at institutions i and j, in the period 2010-2015. Edges are weighted by the number of such collaborations. Nodes are annotated with the categorical type of institution.
This network has 1511 nodes an…

new_zealand_collab: New Zealand scientific collaborations (2015). 1511 nodes, 4273 edges. https://networks.skewed.de/net/new_zealand_collab

new_zealand_collab — New Zealand scientific collaborations (2015)
A network of scientific collaborations among institutions in New Zealand. Nodes are institutions (universities, organizations, etc.), and two nodes i,j are connected if Scopus lists at least one publication with authors at institutions i and j, in the period 2010-2015. Edges are weighted by the number of such collaborations. Nodes are annotated with the categorical type of institution.

@netzschleuder@social.skewed.de
2023-12-07 09:00:09

new_zealand_collab: New Zealand scientific collaborations (2015)
A network of scientific collaborations among institutions in New Zealand. Nodes are institutions (universities, organizations, etc.), and two nodes i,j are connected if Scopus lists at least one publication with authors at institutions i and j, in the period 2010-2015. Edges are weighted by the number of such collaborations. Nodes are annotated with the categorical type of institution.
This network has 1511 nodes an…

new_zealand_collab — New Zealand scientific collaborations (2015)
A network of scientific collaborations among institutions in New Zealand. Nodes are institutions (universities, organizations, etc.), and two nodes i,j are connected if Scopus lists at least one publication with authors at institutions i and j, in the period 2010-2015. Edges are weighted by the number of such collaborations. Nodes are annotated with the categorical type of institution.

@netzschleuder@social.skewed.de
2023-12-09 22:00:15

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
https://networks.skewed.de/net/notre_dame_web

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
2023-12-09 12:00:10

celegansneural: C. elegans neurons (1986)
A network representing the neural connections of the Caenorhabditis elegans nematode.
This network has 297 nodes and 2359 edges.
Tags: Biological, Connectome, Weighted
https://networks.skewed.de/net/celegansneural…

celegansneural: C. elegans neurons (1986). 297 nodes, 2359 edges. https://networks.skewed.de/net/celegansneural

celegansneural — C. elegans neurons (1986)
A network representing the neural connections of the Caenorhabditis elegans nematode

@netzschleuder@social.skewed.de
2023-12-10 10:00:10

celegans_metabolic: Metabolic network (C. elegans)
List of edges comprising the metabolic network of the nematode C. elegans.
This network has 453 nodes and 4596 edges.
Tags: Biological, Metabolic, Unweighted
https://networks.skewed.de/net/celegans_metabolic

celegans_metabolic: Metabolic network (C. elegans). 453 nodes, 4596 edges. https://networks.skewed.de/net/celegans_metabolic

celegans_metabolic — Metabolic network (C. elegans)
List of edges comprising the metabolic network of the nematode C. elegans.

@netzschleuder@social.skewed.de
2023-11-09 02:00:12

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
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
2023-12-10 14:00:11

spanish_highschools: Spanish high schools (2023)
Directed networks of friendships obtained through a social survey of spanish high school students.
This network has 458 nodes and 7613 edges.
Tags: Social, Offline, Weighted, Metadata
https://networks.skewed.de/net/spanish

spanish_highschools: Spanish high schools (2023). 458 nodes, 7613 edges. https://networks.skewed.de/net/spanish_highschools#11_10

spanish_highschools — Spanish high schools (2023)
Directed networks of friendships obtained through a social survey of spanish high school students. The dataset comprises 13 high school networks that represent the diverse social relationships that exist between students within each school. The weight of each edge varies between -2, -1, +1, and +2. The sign indicates the nature of the friendship, while the number corresponds to its intensity. Node properties include the age level, group, sex, and psychological attributes such as CRT and pros…

@netzschleuder@social.skewed.de
2023-11-09 19:00:07

football: NCAA college football 2000
A network of American football games between Division IA colleges during regular season Fall 2000.
This network has 115 nodes and 613 edges.
Tags: Social, Sports, Unweighted
https://networks.skewed.de/net/football

football: NCAA college football 2000. 115 nodes, 613 edges. https://networks.skewed.de/net/football

football — NCAA college football 2000
A network of American football games between Division IA colleges during regular season Fall 2000

@netzschleuder@social.skewed.de
2023-11-09 14:00:05

urban_streets: Urban street networks (2017)
20 urban street networks, corresponding to 1-square-mile maps of 20 cities around the world.
This network has 179 nodes and 230 edges.
Tags: Transportation, Roads, Unweighted, Metadata
https://networks.skewed.de/net/urban_s

urban_streets: Urban street networks (2017). 179 nodes, 230 edges. https://networks.skewed.de/net/urban_streets#brasilia

urban_streets — Urban street networks (2017)
20 urban street networks, corresponding to 1-square-mile maps of 20 cities around the world.

@netzschleuder@social.skewed.de
2023-12-09 09:00:13

twitter_events: Twitter, 5 events (2013-2014)
Various multiplex networks of retweets, mentions, and replies among Twitter users during specific events or occasions in 2013 and 2014.
This network has 102439 nodes and 353495 edges.
Tags: Social, Online, Multilayer, Unweighted
https://

twitter_events: Twitter, 5 events (2013-2014). 102439 nodes, 353495 edges. https://networks.skewed.de/net/twitter_events#NYClimateMarch2014

twitter_events — Twitter, 5 events (2013-2014)
Various multiplex networks of retweets, mentions, and replies among Twitter users during specific events or occasions in 2013 and 2014.

@netzschleuder@social.skewed.de
2023-12-10 00:00:08

kangaroo: Grey kangaroo dominance
Dominance relations among a group of free-ranging grey kangaroos (Macropus giganteus). Edge weights represent the frequency of interaction. The two versions below are equivalent.
This network has 17 nodes and 91 edges.
Tags: Social, Animal, Weighted
https://networks.sk…

kangaroo: Grey kangaroo dominance. 17 nodes, 91 edges. https://networks.skewed.de/net/kangaroo

kangaroo — Grey kangaroo dominance
Dominance relations among a group of free-ranging grey kangaroos (Macropus giganteus). Edge weights represent the frequency of interaction. The two versions below are equivalent.

@netzschleuder@social.skewed.de
2023-12-07 23:00:29

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 3310 nodes and 22370 edges.
Tags: Technological, Software, Unweighted
https://network…

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
2023-12-07 23:00:29

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 3310 nodes and 22370 edges.
Tags: Technological, Software, Unweighted
https://network…

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
2023-12-09 23:00:44

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
https://

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

@netzschleuder@social.skewed.de
2023-12-09 03:00:19

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
https://

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
2023-12-10 03:00:17

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
2023-12-08 21:00:42

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
2023-11-10 18:00:06

ecoli_transcription: E. coli transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the bacteria Escherichia coli.
This network has 423 nodes and 578 edges.
Tags: Biological, Gene regulation, Unweighted
https://…

ecoli_transcription: E. coli transcription network (2002). 423 nodes, 578 edges. https://networks.skewed.de/net/ecoli_transcription#v1.1

ecoli_transcription — E. coli transcription network (2002)
Network of operons and their pairwise interactions, via transcription factor-based regulation, within the bacteria Escherichia coli

@netzschleuder@social.skewed.de
2023-12-09 16:00:15

dbtropes_feature: Artistic works and their tropes
A bipartite network of artistic works (movies, novels, etc.) and their tropes (stylistic conventions or devices), as extracted from tvtropes.org. The date of this snapshot is uncertain.
This network has 152093 nodes and 3232134 edges.
Tags: Informational, Relatedness, Unweighted

dbtropes_feature: Artistic works and their tropes. 152093 nodes, 3232134 edges. https://networks.skewed.de/net/dbtropes_feature

dbtropes_feature — Artistic works and their tropes
A bipartite network of artistic works (movies, novels, etc.) and their tropes (stylistic conventions or devices), as extracted from tvtropes.org. The date of this snapshot is uncertain.

@netzschleuder@social.skewed.de
2023-12-09 08:00:19

citeseer: CiteSeer citations (2014)
Citations among papers indexed by the CiteSeer digital library. 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.) Self-loops may be present.
This network has 384413 nodes and 1751463 edges.
Tags: Informational, Citation, Unweighted

citeseer: CiteSeer citations (2014). 384413 nodes, 1751463 edges. https://networks.skewed.de/net/citeseer

citeseer — CiteSeer citations (2014)
Citations among papers indexed by the CiteSeer digital library. 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.) Self-loops may be present.

@netzschleuder@social.skewed.de
2023-11-10 16:00:27

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
https://

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
2023-12-09 13:00:12

twitter_15m: Twitter 15-M movement (2011)
A network representing follower-following relations among Twitter users associated with the 15-M Movement or Anti-austerity movement in Spain, in the period April-May 2011. Metadata include hashtags in the tweets.
This network has 87569 nodes and 6030459 edges.
Tags: Social, Online, Unweighted, Metadata

twitter_15m: Twitter 15-M movement (2011). 87569 nodes, 6030459 edges. https://networks.skewed.de/net/twitter_15m

twitter_15m — Twitter 15-M movement (2011)
A network representing follower-following relations among Twitter users associated with the 15-M Movement or Anti-austerity movement in Spain, in the period April-May 2011. Metadata include hashtags in the tweets.

@netzschleuder@social.skewed.de
2023-12-08 22:00:08

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 171 nodes and 187 edges.
Tags: Informational, Web graph, Multigraph, Timestamps

edit_wikibooks: Wikipedia book edits (2010). 171 nodes, 187 edges. https://networks.skewed.de/net/edit_wikibooks#wa

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
2023-12-08 23:00:40

dbpedia_genre: DBpedia work-genre network
A bipartite network of the affiliations between artists and their works on one side and genre classifications on the other, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 266717 nodes and 463497 edges.
Tags: Informational, Relatedness, Unweighted
<…

dbpedia_genre: DBpedia work-genre network. 266717 nodes, 463497 edges. https://networks.skewed.de/net/dbpedia_genre

dbpedia_genre — DBpedia work-genre network
A bipartite network of the affiliations between artists and their works on one side and genre classifications on the other, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.

@netzschleuder@social.skewed.de
2023-12-09 19:00:23

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
2023-12-09 02:00:25

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
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
2023-12-09 06:00:09

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
2023-12-09 01:00:08

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
2023-11-10 10:00:06

elite: Barnes-Burkett elite affiliations (1962)
A small bipartite network of the affiliations among elite individuals and the corporate, museum, university boards, or social clubs to which they belonged, from 1962.
This network has 44 nodes and 99 edges.
Tags: Social, Affiliation, Unweighted
https://networks.skew…

elite: Barnes-Burkett elite affiliations (1962). 44 nodes, 99 edges. https://networks.skewed.de/net/elite

elite — Barnes-Burkett elite affiliations (1962)
A small bipartite network of the affiliations among elite individuals and the corporate, museum, university boards, or social clubs to which they belonged, from 1962.

@netzschleuder@social.skewed.de
2023-11-09 11:00:05

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
https://

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
2023-11-09 10:00:13

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
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
2023-12-08 20:00:10

physician_trust: Physician trust network (1966)
A network of trust relationships among physicians in four midwestern (USA) cities in 1966. Edge direction indicates that node i trusts or asks for advice from node j. Each of the four components represent the network within a given city.
This network has 241 nodes and 1098 edges.
Tags: Social, Offline, Unweighted

physician_trust: Physician trust network (1966). 241 nodes, 1098 edges. https://networks.skewed.de/net/physician_trust

physician_trust — Physician trust network (1966)
A network of trust relationships among physicians in four midwestern (USA) cities in 1966. Edge direction indicates that node i trusts or asks for advice from node j. Each of the four components represent the network within a given city.

@netzschleuder@social.skewed.de
2023-12-09 21:00:08

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
2023-10-10 18:00:26

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 1090920 nodes and 3083796 edges.
Tags: Transportation, Roads, Unweighted
https://networks.skewed.de/net/roadnet

roadnet: U.S. roads (CA, PA, TX). 1090920 nodes, 3083796 edges. https://networks.skewed.de/net/roadnet#PA

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
2023-12-10 13:00:11

email_company: Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.
This network has 167 nodes and 82927 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

email_company: Manufacturing company email (2010). 167 nodes, 82927 edges. https://networks.skewed.de/net/email_company

email_company — Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.

@netzschleuder@social.skewed.de
2023-10-10 04:00:07

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
https://networks.skewed.de/net/swinger

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
2023-12-08 03:00:20

dbpedia_all: DBpedia network (v3.6)
A network among all entries in DBpedia, a project that extracts structured information from Wikipedia. Nodes represent entities in DBpedia and an edge connects two entities based on DBpedia's notion of their relatedness. The data is extracted from the version 3.6 of the database.
This network has 3966924 nodes and 13820853 edges.
Tags: Informational, Relatedness, Unweighted, Multigraph

dbpedia_all: DBpedia network (v3.6). 3966924 nodes, 13820853 edges. https://networks.skewed.de/net/dbpedia_all

dbpedia_all — DBpedia network (v3.6)
A network among all entries in DBpedia, a project that extracts structured information from Wikipedia. Nodes represent entities in DBpedia and an edge connects two entities based on DBpedia's notion of their relatedness. The data is extracted from the version 3.6 of the database.

@netzschleuder@social.skewed.de
2023-10-10 07:00:45

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
https://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
2023-10-10 10:00:07

eu_airlines: European airline network
A multiplex network of airline routes among European airports, where each of the 37 edge types represents routes by a different airline.
This network has 450 nodes and 3588 edges.
Tags: Transportation, Airport, Multilayer, Unweighted
https://networks.skewed.de/n…

eu_airlines: European airline network. 450 nodes, 3588 edges. https://networks.skewed.de/net/eu_airlines

eu_airlines — European airline network
A multiplex network of airline routes among European airports, where each of the 37 edge types represents routes by a different airline.

@netzschleuder@social.skewed.de
2023-12-10 11:00:41

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
2023-12-10 04:00:23

dbpedia_country: Person-Country Affiliations (DBpedia, 2016)
A bipartite network of the affiliations between notable people and countries of the world, as extracted from Wikipedia via the DBpedia project. Countries include former countries, empires, kingdoms, and some country-like entities.
This network has 592414 nodes and 637134 edges.
Tags: Social, Affiliation, Unweighted

dbpedia_country: Person-Country Affiliations (DBpedia, 2016). 592414 nodes, 637134 edges. https://networks.skewed.de/net/dbpedia_country

dbpedia_country — Person-Country Affiliations (DBpedia, 2016)
A bipartite network of the affiliations between notable people and countries of the world, as extracted from Wikipedia via the DBpedia project. Countries include former countries, empires, kingdoms, and some country-like entities.

@netzschleuder@social.skewed.de
2023-10-09 00:00:05

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
https://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
2023-11-09 18:00:06

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)
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
2023-12-09 04:00:13

sp_hospital: Hospital ward dynamic contacts (2010)
This dataset contains the temporal network of contacts between patients, patients and health-care workers (HCWs) and among HCWs in a hospital ward in Lyon, France, from Monday, December 6, 2010 at 1:00 pm to Friday, December 10, 2010 at 2:00 pm. The study included 46 HCWs and 29 patients.
This network has 75 nodes and 32424 edges.
Tags: Social, Offline, Unweighted, Temporal, Metadata

sp_hospital: Hospital ward dynamic contacts (2010). 75 nodes, 32424 edges. https://networks.skewed.de/net/sp_hospital

sp_hospital — Hospital ward dynamic contacts (2010)
This dataset contains the temporal network of contacts between patients, patients and health-care workers (HCWs) and among HCWs in a hospital ward in Lyon, France, from Monday, December 6, 2010 at 1:00 pm to Friday, December 10, 2010 at 2:00 pm. The study included 46 HCWs and 29 patients.

@netzschleuder@social.skewed.de
2023-11-08 22:00:13

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
2023-09-10 07:00:08

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
https://networks.skewed.de/net/macaque_neural

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
2023-11-10 17:00:06

cora: CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. 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.) Self-loops may be present. The dates of these snapshots are uncertain.
This network has 23166 nodes and 91500 edges.
Tags: Informational, Citation, Unweighted

cora: CORA citations (1998). 23166 nodes, 91500 edges. https://networks.skewed.de/net/cora

cora — CORA citations (1998)
Citations among papers indexed by CORA, from 1998, an early computer science research paper search engine. 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.) Self-loops may be present. The dates of these snapshots are uncertain.

@netzschleuder@social.skewed.de
2023-12-09 07:01:01

trec: TREC collection (2010)
A bipartite network of documents and the words they contain, extracted from NIST's Text Retrieval Conference (TREC) disks 4 and 5, from 2010. These archives contain material drawn from the Financial Times Ltd., the Congressional Record of the 103rd Congress, the Federal Register, the Foreign Broadcast Information Service, and the Los Angeles Times newspaper.
This network has 1729302 nodes and 83629405 edges.
Tags: Informational, Language, Un…

trec: TREC collection (2010). 1729302 nodes, 83629405 edges. https://networks.skewed.de/net/trec

trec — TREC collection (2010)
A bipartite network of documents and the words they contain, extracted from NIST's Text Retrieval Conference (TREC) disks 4 and 5, from 2010. These archives contain material drawn from the Financial Times Ltd., the Congressional Record of the 103rd Congress, the Federal Register, the Foreign Broadcast Information Service, and the Los Angeles Times newspaper.

@netzschleuder@social.skewed.de
2023-10-08 21:00:06

moreno_sociograms: Moreno's sociograms (1934)
Relationships between pupils in a classroom. A directed edge exists if the source wants to sit next to the target. Each child can only choose two others.
This network has 32 nodes and 64 edges.
Tags: Social, Offline, Weighted
https://ne…

moreno_sociograms: Moreno's sociograms (1934). 32 nodes, 64 edges. https://networks.skewed.de/net/moreno_sociograms#grade_7

moreno_sociograms — Moreno's sociograms (1934)
Relationships between pupils in a classroom. A directed edge exists if the source wants to sit next to the target. Each child can only choose two others.

@netzschleuder@social.skewed.de
2023-11-10 06:00:10

foursquare_friendships: Foursquare global friendships (2013)
A network of user friendships on Foursquare, from April 2012 to September 2013. The 'old' and 'new' dataset correspond to two snapshots taken before and after the check-in data collection period.
This network has 114324 nodes and 607333 edges.
Tags: Social, Online, Unweighted

foursquare_friendships: Foursquare global friendships (2013). 114324 nodes, 607333 edges. https://networks.skewed.de/net/foursquare_friendships#new

foursquare_friendships — Foursquare global friendships (2013)
A network of user friendships on Foursquare, from April 2012 to September 2013. The 'old' and 'new' dataset correspond to two snapshots taken before and after the check-in data collection period.

@netzschleuder@social.skewed.de
2023-12-08 09:00:08

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)
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
2023-11-10 11:00:06

bitcoin_trust: Bitcoin OTC trust network (2017)
A network of who-trusts-whom relationships among users of the Bitcoin OTC platform. Each directed edge (i,j,w) represents the rating of user j by user i, in which i assigns j a weight w on a scale of -10 (total distrust) to 10 (total trust) in steps of 1.
This network has 5881 nodes and 35592 edges.
Tags: Social, Online, Weighted, Signed, Timestamps

bitcoin_trust: Bitcoin OTC trust network (2017). 5881 nodes, 35592 edges. https://networks.skewed.de/net/bitcoin_trust

bitcoin_trust — Bitcoin OTC trust network (2017)
A network of who-trusts-whom relationships among users of the Bitcoin OTC platform. Each directed edge (i,j,w) represents the rating of user j by user i, in which i assigns j a weight w on a scale of -10 (total distrust) to +10 (total trust) in steps of 1.

@netzschleuder@social.skewed.de
2023-11-10 19:00:09

wiki_users: Wikipedia user interaction (2011)
A network derived from interactions between editors of the English language Wikipedia, as derived from the edit histories of 563 wiki pages related to politics. A positive sign indicates positive links such as trust or similarities, and a negative sign indicates distrust or disagreement.
This network has 138592 nodes and 740397 edges.
Tags: Social, Online, Signed

wiki_users: Wikipedia user interaction (2011). 138592 nodes, 740397 edges. https://networks.skewed.de/net/wiki_users

wiki_users — Wikipedia user interaction (2011)
A network derived from interactions between editors of the English language Wikipedia, as derived from the edit histories of 563 wiki pages related to politics. A positive sign indicates positive links such as trust or similarities, and a negative sign indicates distrust or disagreement.

@netzschleuder@social.skewed.de
2023-11-08 20:00:42

pokec: Pokec online social network (2012)
The online social network of Pokec, a popular OSN in Slovakia, from 2012. Date covers about 10 years and more than 1.6 million people. Profile data contains gender, age, hobbies, interest, education etc. Profile metadata are in Slovak language. Friendships in Pokec are oriented.
This network has 1632804 nodes and 30622564 edges.
Tags: Social, Online, Metadata

pokec: Pokec online social network (2012). 1632804 nodes, 30622564 edges. https://networks.skewed.de/net/pokec

pokec — Pokec online social network (2012)
The online social network of Pokec, a popular OSN in Slovakia, from 2012. Date covers about 10 years and more than 1.6 million people. Profile data contains gender, age, hobbies, interest, education etc. Profile metadata are in Slovak language. Friendships in Pokec are oriented.

@netzschleuder@social.skewed.de
2023-12-08 05:00:07

kegg_metabolic: Metabolic networks from KEGG (2006)
109 metabolic networks of various species, as extracted from the Kyoto Encyclopedia of Genes and Genomes (KEGG) database in March 2006. Nodes are substances involved in enzymatic reactions present in the organism, and edges represent reactant-product pairs as extracted from the KEGG ligand database and matched against the present enzymes.
This network has 958 nodes and 2389 edges.
Tags: Biological, Metabolic, Unweighted

kegg_metabolic: Metabolic networks from KEGG (2006). 958 nodes, 2389 edges. https://networks.skewed.de/net/kegg_metabolic#pai

kegg_metabolic — Metabolic networks from KEGG (2006)
109 metabolic networks of various species, as extracted from the Kyoto Encyclopedia of Genes and Genomes (KEGG) database in March 2006. Nodes are substances involved in enzymatic reactions present in the organism, and edges represent reactant-product pairs as extracted from the KEGG ligand database and matched against the present enzymes.

@netzschleuder@social.skewed.de
2023-10-08 04:00:10

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
https://networks.skewe…

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
2023-10-10 03:00:15

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
2023-10-09 10:00:15

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
https://

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
2023-12-10 05:00:08

arxiv_collab: Scientific collaborations in physics (1995-2005)
Collaboration graphs for scientists, extracted from the Los Alamos e-Print arXiv (physics), for 1995-1999 for three categories, and additionally for 1995-2003 and 1995-2005 for one category. For copyright reasons, the MEDLINE (biomedical research) and NCSTRL (computer science) collaboration graphs from this paper are not publicly available.
This network has 40421 nodes and 175692 edges.
Tags: Social, Collaborati…

arxiv_collab: Scientific collaborations in physics (1995-2005). 40421 nodes, 175692 edges. https://networks.skewed.de/net/arxiv_collab#cond-mat-2005

arxiv_collab — Scientific collaborations in physics (1995-2005)
Collaboration graphs for scientists, extracted from the Los Alamos e-Print arXiv (physics), for 1995-1999 for three categories, and additionally for 1995-2003 and 1995-2005 for one category. For copyright reasons, the MEDLINE (biomedical research) and NCSTRL (computer science) collaboration graphs from this paper are not publicly available.

@netzschleuder@social.skewed.de
2023-10-09 07:00:08

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)
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.

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