Reference Table: Summary of Library Contents

The table below will help those looking for a specific type of dataset (e.g. bi-partite networks only) or a particular size (e.g. networks with less than 5,000 nodes) quickly filter to their specification. For those who would like to drill down into more detail the (raw) csv of all the data is available here.

ID Dataset Name Dataset Overview Node Count Multimodal Bipartite Multiplex Edge Directed Edge Weighted Edge Signed Communities Dynamic Events Parallel Events
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2 Zachary's karate club Social network of friendships between 34 members of a karate club at a US university in the 1970s 34 3 3 3 3 1 3 1 3 3
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16 soc-LiveJournal1 LiveJournal online social network 4847571 3 3 2 3 1 3 1 3 3
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24 EIES data sets The Electronic Information Exchange System (EIES) data were collected by Freeman and Freeman (1980). This data set is discussed also in Wasserman and Faust (1994). This is a network of 32 researchers who participated in an early study on the effects of electronic information exchange, a precursor of email communication. 32 3 3 1 1 1 3 3 1 3
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35 Online Social Network 1899 nodes - Opsahl, T., Panzarasa, P., 2009. Clustering in weighted networks. Social Networks 31 (2), 155-163 1899 3 3 3 1 1 3 3 3 3
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51 13: Southern Women Network This dataset was collected by Davis and colleague in the 1930s. It contains the observed attendance at 14 social events by 18 Southern women. 18 3 3 3 1 3 3 3 1 3
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78 Highland tribes This is the signed social network of tribes of the Gahuku–Gama alliance structure of the Eastern Central Highlands of New Guinea, from Kenneth Read (1954). The network contains sixteen tribes connected by friendship ("rova") and enmity ("hina"). 16 3 3 1 1 3 1 3 3 3
79 Filmtipset This is the social network from Filmtipset.se, a Swedish movie rating website. Nodes in the network are users of the website and links denote friendship. The network is undirected and simple, i.e. each node pair can only be connected by a single link. 39199 3 3 3 3 3 3 3 3 3
80 Dogster Friendships This Network contains friendships between users of the website dogster.com. 426820 3 3 3 3 3 3 3 3 3
81 KONECT-YouTube This is the social network of YouTube users and their friendship connections., , Data from our WOSN 2008 paper and Alan Mislove's PhD Thesis is available from the links below. Each of the data sets has been anonymized to protect the privacy of the users themselves. Included is information about the evolving link structure from the networks., , Note that we are unable to release any non-anonymized data., We are aware that properly anonymizing online social network data is very challenging. Clever schemes have been found to break seemingly well anonymized data sets (e.g., the NetFlix data set). For the data we make available, we use a "best effort" anonymization. We do not offer any strong guarantees and we suspect that our anonymization scheme can likely be broken by clever comparisons to other real-world data. We encourage people to help bring problems and fixes to our notice, should they find any. 3223643 3 3 3 3 3 3 3 1 3
82 Twitter (MPI) This asymmetric network contains Twitter follow data based on a snapshot taken in 2009. A node represents a user. A directed edge indicates that a user follows another user. 52579682 3 3 3 1 3 3 3 3 3
83 Orkut This is the social network of Orkut users and their connections. 3072441 3 3 3 1 3 3 3 3 3
84 Hamsterster Friendships This Network contains friendships between users of the website hamsterster.com. 1858 3 3 3 1 3 3 3 3 3
85 Catster/Dogster Familylinks/Friendships This Network contains familylinks between cats and cats, cats and dogs, as well as dogs and dogs from the social websites catster.com and dogster.com. Also included are cat-cat and dog-dog friendships. 624127 3 3 3 1 3 3 3 3 3
86 WikiSigned This asymmetric, signed network contains interpreted interactions between the users of the English Wikipedia. Each interaction, such as text editing, reverts, restores and votes are given a positive or negative value. The result can be interpreted as a web of trust. An edge represents an interaction and a node represents a user. 138592 3 3 3 1 3 1 3 3 3
87 Twitter (ICWSM) 465017 3 3 3 1 3 3 3 3 3
88 Hamsterster Friendships/Familylinks This Network contains friendships and familylinks between users of the website hamsterster.com. 2426 3 3 3 1 3 3 3 3 3
89 Facebook Social Graph This network describes friendship relations between users of the social network Facebook. It was collected in April of 2009 through data scraping from Facebook. 0 3 3 3 1 3 3 3 3 3
90 Catster Friendships This Network contains friendships between users of the website catster.com. 149700 3 3 3 1 3 3 3 3 3
91 Twitter This is the follower network from Twitter, containing 1.4 billion directed follow edges between 41 million Twitter users. 41652230 3 3 3 1 3 3 3 3 3
92 Libimseti.cz Libimseti.cz (also spelled Líbímseti.cz; from Czech Líbím se ti, "Do you like me") is a Czech dating site. This is the network of ratings given by users of Libimseti.cz to other users. The network is unipartite, directed, and edges represent ratings on a scale from 1 to 10. 220970 3 3 3 1 1 3 3 3 3
93 Flickr This is the social network of Flickr users and their friendship connections. 2302925 3 3 3 1 3 3 3 3 3
94 BlogCatalog BlogCatalog is the social blog directory which manages the bloggers and their blogs. 88784 3 3 3 1 3 3 3 3 3
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105 Hyves Hyves is the most popular social networking site in the Netherlands with mainly Dutch visitors and members and competes in this country with sites such as Facebook and MySpace. 2 2 2 3 3 3 2 2 2
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123 Goodreau's Faux Mesa High School The network is named faux.mesa.high because the school community on which it is based is in the rural western United States, with a student body that is largely Hispanic and Native American. The data set is based upon a model to fit data from one school community from the National Longitudinal Study on Adolescent Health (Resnick et al., 1997). This network was originally distributed as part of the Statnet package. 2 2 2 3 3 3 2 2 2
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128 Mexican Power In Mexico, political power has been in the hands of a relatively small set of people who are connected by business relations, family ties, friendship, and membership of political institutions throughout most of the 20th century. A striking case in point is the succession of presidents, especially the nomination of the candidates for the presidential election. Since 1929, each new president was a secretary in the previous cabinet, which means that he worked closely together with the previous president. Moreover, the candidates always entertained close ties with former presidents and their closest collaborators. In this way, a political elite has maintained control over the country., , The network contains the core of this political elite: the presidents and their closest collaborators. In this network, edges represent significant political, kinship, friendship, or business ties., , Notwithstanding the fact that one political party (the Partido Revolucionario Institutional) won all elections in the period under consideration, two (or more) groups within this party have been competing for power. The main opposition seems to be situated between civilians and members of the military. After the revolution, the political elite was dominated by the military but gradually the civilians have assumed power. 2 2 2 3 3 3 2 2 2
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138 Stranke94 Relations between Slovene parliamentary political parties: , , SKD - Slovene Christian Democrats;, ZLSD - Associated List of Social Democrats;, SDSS - Social Democratic Party of Slovenia;, LDS - Liberal Democratic Party;, ZSESS - first of two Green Parties, separated after 1992 elections;, ZS - second Green Party;, DS - Democratic Party;, SLS - Slovene People's Party;, SNS - Slovene National Party;, SPS SNS - a group of deputies, former members of SNS, separated after 1992 elections, were estimated by the members of the Slovene National Parliament. So the respondents were well informed and competent to give such estimations. In the questionnaire designed by a group of experts on Parliament activities, some questions about the political space and its dimensions were included and the following question about relations between parliamentary political parties: , , If various criteria (or various dimensions of the political space) are taken into account, some parties are by average closer than others. How would you personally estimate distances between pairs of parties in the political space? , , Please, estimate the distance between each pair of parties on the scale from -3 to +3, where: , , -3 means that parties are very dissimilar;, -2 means that parties are quite dissimilar;, -1 means that parties are dissimilar;, 0 means that parties are neither dissimilar nor similar (somewhere in between);, +1 means that parties are similar;, +2 means that parties are quite similar;, +3 means that parties are very similar., , To collect estimations each respondent was given a 10-party by 10-party table with empty cells in the upper triangle. The diagonal and the lower triangle were coloured in black. Each respondent had to estimate relations between 45 pairs of parties., The measures of central tendency were computed on the basis of the estimations given by 72 out of 90 members of the Parliament. 17 members of the Parliament were not available at the time of interviewing and one refused respond. 64 respondents out of the 72 estimated all 45 requested party relations. Only two out of 8 respondents with missing values have a large number of missing values (namely 40), the rest of them have 5 to 10 missing values. As far as the parties (variables) are considered, there are from 0 to 8 missing values and a recognisable pattern: relations involving ZS (which had no representatives in the Parliament at the time of interviewing) include from 6 to 8 missing values, others from 0 to 3 missing values., , The weights of arcs in the network are averages of values multiplied by 100 and rounded. The missing values were excluded. 2 2 2 3 3 3 2 2 2
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140 Szcid These data come from a six-year research project, concluded in 1976, on corporate power in nine European countries and the United States. Each matrix represents corporate interlocks among the major business entities of two countries - the Netherlands (SZCID) and West Germany (SZCIG)., , The volume describing this study, referenced below, includes six chapters on network theoretical and analytical issues related to data of this type. 2 2 2 3 3 3 2 2 2
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148 10 MILLION INTERNATIONAL DYADIC EVENTS When the Palestinians launch a mortar attack into Israel, the Israeli army does not wait until the end of the calendar year to react. Yet, most modern data collections are aggregated to the month or year. The data available here include almost 10 million individual events, each coded to the exact day they occur or become known. Each event is summarized in the data as "Actor A does something to Actor B", with Actors A and B recording about 450 countries and other (within-country) actors and "does something to" coded in an ontology of about 200 types of actions. The data are coded by computer from millions of Reuters news reports. The software system (produced by VRA) that performs this task has been independently evaluated by King and Lowe (2003). This article found that for the numbers of events it was possible to convince humans (trained Harvard undergraduates) to code by hand, the machine did as well as the humans. For much larger numbers of events for which no expert coder could keep up, the machine dominates. 2 2 2 3 3 3 2 2 2
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