IMine: A Customizable Framework for Influence Mining in Complex Networks

The dataset is a collection of 27 complex networks with varying properties. All networks are scale free and/or small-world in nature and are either small or medium sized. Therefore, this dataset is specifically gathered to perform experiments on complex networks which do NOT belong to the big data category. Below is the complete list of graphs included and their description.The dataset was collected to run experiments for IMine framework, which is in pre-publication stage. ReferenceDescriptionSizearxivCollaboration graph in topics of Physics from ArXiv.org.6794authorCo-authorship network of scientists working on network theory, assembled by M. Newman.379automataAward winning finite automaton graph in a NLP system presented by Emmanuel Roche.1096CaidaNetwork of an autonomous IoT systems connected with each other. This network was collected in 2007 in CAIDA project. Each node in this network is an Autonomous System and edges denote communication between these nodes.26475city2010Economic networks from years 2010 of economic ties between subsidiaries of multinational firms1209city2013Economic networks from years 20131358city2016Economic networks from years 20161405city2019Economic networks from years 20191422epinionsEpinions.com (now Shopping.com) is an online who-trustwhom social site where consumer goods were rated by the customers.75877fb tvshowsNetwork of mutual likes from Facebook pages on TV shows. The network was extracted using GraphViz tool.3892footballAmerican football games between Division IA colleges during regular season Fall 2000.115hamsterFriendship network of pet adopters from Petster.com who adopted hamsters.1788influence citationNetwork of paper citations on the topics of influence mining. The data set was constructed by collecting a corpus of research articles on various topics of Influence mining. Each node in this network represents a unique article, while the edges represent citations between these articles.1254ita2000A Sub-network of Large network of connections between airports which have direct flights between them.3304jdk6Dependency network between classes in the Oracle Java Development Kit (version 1.6).6434johnshopkinsNetwork created in 2012 from social friendships of Johns Hopkins University students on Facbook.5157KarateSocial network of members of a karate club at an American University. The network represents ties between members of the club based on their social interactions.34LinuxNetwork of Linux source code files; a node is a source file and edges represent interactions between these files.30817MorenoA network created from a survey which asked students of Moreno to specify five best friends both male and female. Each node is a student and each edge shows that one student chose another as a friend.2539nematodeNeural Network of Nematode from original experimental data by White et al.297PoliticalNetwork of hyperlinks from blogs on US politics; blogs were labeled based on in and out edges and posts made in 2004 presidential elections in USA1222ProteinProtein-protein interaction network of yeast1458RoutersNetwork submitted by Castillo et. al. in Spam on Web Challenge2113SpamA collection of tech router links, collected to measure the topology of Internet service providers with Rocketfuel, a technology company based in USA4767usairportNetwork of flights between US airports in 2010. Each edge in the network has a direct flight from one airport to another1572world tradeA network of flow of global commodity trade. This dataset was used for quantitative analysis of the global economic system in order to identify the roles that countries play in the division of labour80