====== Resources for Network analysis ====== [[pajek:ev:pd:p22|Back to main page]] ===== Course materials ===== * - to be updated * {{pajek:ev:pdf:na00.pdf|Introduction}} * {{pajek:ev:pdf:na01.pdf|Description of networks}} * {{pajek:ev:pdf:na02.pdf|Sources of networks}} * {{pajek:ev:pdf:na03.pdf|Structure of Networks - Subnetworks}} * {{pajek:ev:pdf:na04.pdf|Structure of networks - Connectivity}} * {{pajek:ev:pdf:na05.pdf|Structure of networks - Cohesion}} * {{pajek:ev:pdf:na06.pdf|Structure of networks - Acyclic networks and Patterns search}} * {{pajek:ev:pdf:na07.pdf|Two-mode networks and multiplication}} * {{pajek:ev:pdf:na08.pdf|Clustering and blockmodeling}} * {{pajek:ev:pdf:na09.pdf|What else?}} * * {{notes:vlado:pdf:netvis.pdf|netJSON}} * ===== Pajek: program, datasets ===== * [[http://pajek.imfm.si/|Pajek]] * [[:pajek|Pajek resources:]] support programs, datasets, ... ==== Special datasets ==== * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/nets/krebs.paj|Krebs' Internet Industries]] (paj) * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/nets/SaKtrade.paj|Snyder and Kick World Trade]] (paj) * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/nets/Bouchard.ged|Bouchard's genealogy]] (GED); [[http://vlado.fmf.uni-lj.si/pub/networks/data/test/frag16.paj|frag16.paj]] * [[http://vlado.fmf.uni-lj.si/pub/networks/data/test/class.net|class.net]] * [[http://vlado.fmf.uni-lj.si/pub/networks/data/test/nets15.zip|Collection 2015]] * [[http://vlado.fmf.uni-lj.si/pub/networks/data/test/UScounties.zip|US counties]] * [[http://vlado.fmf.uni-lj.si/pub/networks/data/soc/signed/sigdata.zip|Signed networks]] (ZIP) * [[http://vlado.fmf.uni-lj.si/pub/networks/data/test/class.zip|Class.net]] for blockmodeling * NBER US patents: [[http://data.nber.org/patents/|1975-1999]]; [[http://elsa.berkeley.edu/~bhhall/NBER06.html|1976-2006]]; [[http://vlado.fmf.uni-lj.si/pub/networks/data/patents/Patents.htm|Pajek 1975-1999]] * {{pajek:data:zip:nberwt.zip|NBER world trade, 1962-2000}}; {{pajek:data:zip:nberwt99.zip|NBER world trade 1999}} * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/nets/F2002.net|Football 2002]] (by Lothar Krempel) (net) * [[http://vlado.fmf.uni-lj.si/pub/networks/data/test/football.zip|Football]] market 1998 and 2002 * [[http://vlado.fmf.uni-lj.si/pub/networks/data/sport/wcsoccer.paj|World Cup]] * {{pajek:data:zip:year.zip|Centrality - publication year}} ===== Additional readings ===== **Books** * V. Batagelj, P. Doreian, A. Ferligoj, N. Kejžar: Understanding Large Temporal Networks and Spatial Networks: Exploration, Pattern Searching, Visualization and Network Evolution. Wiley Series in Computational and Quantitative Social Science. [[http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470714522.html|Wiley]], October 2014. * W. de Nooy, A. Mrvar, V. Batagelj: Exploratory Social Network Analysis with Pajek. Second expanded edition, CUP, 2012 [[http://www.amazon.com/Exploratory-Network-Analysis-Structural-Sciences/dp/0521174805/|Amazon]]. [[http://vlado.fmf.uni-lj.si/pub/networks/book/|ESNA page]]. * S. Wasserman, K. Faust: Social Network Analysis: Methods and Applications. CUP, 1994. [[http://www.amazon.com/Social-Network-Analysis-Applications-Structural/dp/0521387078|Amazon]]. * P.J. Carrington, J. Scott, S. Wasserman (Eds.): Models and Methods in Social Network Analysis. CUP, 2005. [[http://www.amazon.com/Methods-Network-Analysis-Structural-Sciences/dp/0521600979|Amazon]]. * J. P Scott: Social Network Analysis: A Handbook. SAGE Publications, 2000. [[http://www.amazon.com/Social-Network-Analysis-Professor-Scott/dp/0761963383|Amazon]]. * A. Degenne, M. Forsé: Introducing Social Networks. SAGE Publications, 1999. [[http://www.amazon.com/Introducing-Social-Networks-Statistical-Methods/dp/0761956042|Amazon]]. * P. Doreian, V. Batagelj, A. Ferligoj: Generalized Blockmodeling, CUP, 2004. [[http://www.amazon.com/Generalized-Blockmodeling-Structural-Analysis-Sciences/dp/0521840856|Amazon]]. * D. Easley, J. Kleinberg: Networks, Crowds, and Markets. CUP, 2010. [[http://www.amazon.com/Networks-Crowds-Markets-Reasoning-Connected/dp/0521195330/|Amazon]], [[http://www.cs.cornell.edu/home/kleinber/networks-book/|WWW page]] * M.O. Jackson: Social and Economic Networks. PUP, 2010. [[http://www.amazon.com/Social-Economic-Networks-Matthew-Jackson/dp/0691148201/|Amazon]]. * [[pajek:info:books|Selected books on SNA]] * [[pajek:info:journals|Selected journals on SNA]] * Linton Freeman: [[http://aris.ss.uci.edu/~lin/book.pdf|The Development of Social Network Analysis]] * [[http://open.umich.edu/education/si/si508/fall2008/materials|Lada Adamic]] - gradiva za tečaj * Animacije: [[http://vlado.fmf.uni-lj.si/pub/networks/vis/sport/tennis3.htm|Tenis]]; [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/07/6-5/time12.htm|Franzosi]] * [[http://vladowiki.fmf.uni-lj.si/doku.php?id=notes:net:dic|slovarček]] * [[https://sites.google.com/a/binghamton.edu/netscied/teaching-learning/network-concepts|Network literacy]] ** Chapters ** * V. Batagelj: [[http://vlado.fmf.uni-lj.si/pub/networks/doc/mix/largeSNA.pdf|Social Network Analysis, Large-scale]] * V. Batagelj: [[http://vlado.fmf.uni-lj.si/pub/networks/doc/mix/VisNets.pdf|Visualization of Large Networks]] * W. deNooy: [[http://home.medewerker.uva.nl/w.denooy/bestanden/SNAgraphtheoretical.pdf|Social Network Analysis, Graph Theoretical Approaches to]] All published in: [[http://www.springer.com/physics/book/978-0-387-75888-6|Encyclopedia of Complexity and Systems Science]]. (Meyers, Robert A., Ed.), Springer, Heidelberg 2009. **Papers** * Granovetter, Mark 1973: [[http://www.soc.ucsb.edu/faculty/friedkin/Syllabi/Soc148MA/Granovetter%201973.pdf|The Strength of Weak Ties.]] American Journal of Sociology 78: 1360-80. * Freeman Linton C. 1979: [[http://www.soc.ucsb.edu/faculty/friedkin/Syllabi/Soc148MA/Freeman78.PDF|Centrality in Social Networks: A Conceptual Clarification.]] Social Networks 1: 211-213. * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/biblio-SUNBELT06.pdf|Analysis of bibliographic networks]]; [[http://link.springer.com/article/10.1007%2Fs11192-012-0940-1|On bibliographic networks]]/[[http://arxiv.org/abs/1301.4655|ArXiv]]. * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/CentNet.pdf|Centrality in social networks]] * J. Moody: [[http://www.soc.duke.edu/~jmoody77/ajs_reprint.pdf|Race, School Integration, and Friendship Segregation in America]], AJS Vol 107, 3(2001), 679–716 ; [[http://www1.cs.columbia.edu/~coms6998/Lectures/NET9.ppt|slides]] * Science: [[http://www.sciencemag.org/content/vol325/issue5939/index.dtl|Complex Systems and Networks]], 24 July 2009, Vol 325, Issue 5939, Pages 357-504. * V. Batagelj, A. Mrvar: [[http://ssc.sagepub.com/cgi/rapidpdf/0894439307299587v1|Analysis of Kinship Relations with Pajek]], Social Science Computer Review, Vol. 26, No. 2, 224-246 (2008); [[http://vlado.fmf.uni-lj.si/pub/networks/doc/gen/kinshipPajek.doc|Preprint]] (DOC). * N. Kejžar, S. Korenjak-Černe, V. Batagelj: {{pajek:doc:gfkl_305.pdf|Network Analysis of Works on Clustering and Classification from Web of Science}}, published in Proceedings of IFCS'09. * Batagelj, V., Vavpetič, A.: {{pajek:doc:pathfinder30.pdf|Faster Pathfinder algorithm for sparse networks}}. Sunbelt XXX, Riva del Garda, Italy, June 29 - July 4, 2010. [[http://zvonka.fmf.uni-lj.si/netbook/doku.php?id=paper:sport:vis:pf|Notes]]; {{pajek:dl:pathfinder.zip|PathFindeR.zip}} * Bonachich's centrality [[http://a-ma.us/wp/2011/03/bonacichs-centrality/|index]]. [[http://www.jstor.org/stable/2780000|paper]], [[http://igraph.sourceforge.net/doc/R/bonpow.html|R]] * [[http://halshs.archives-ouvertes.fr/docs/00/46/38/60/PDF/Lemercier_Rosental_draft_March10.pdf|An application of blockmodeling]] * [[pajek:info:ego|Selected papers on egocentric networks]] * [[http://quanti.hypotheses.org/512/|Pajek in French]] * {{pajek:ev:pdf:bibnet16.pdf|Bibliographic networks analysis, 2016}} ===== Labs ===== * [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/slides1.pdf|How to?]] (PDF) * Example networks: [[http://vlado.fmf.uni-lj.si/pub/networks/doc/ECPR/ECPRdata.zip|data]] (ZIP) * [[http://vlado.fmf.uni-lj.si/pub/networks/data/|Pajek datasets]] * [[http://vlado.fmf.uni-lj.si/pub/networks/pajek/SVGanim/|SVGanim]] - animation of temporal networks in SVG * {{:event:ecpr:test1.net|first network}} * X3D viewer: [[http://www.instantreality.org/|Instantreality]] * Vector graphics editor: [[http://inkscape.org/|Inkscape]] * Unicode text editor: [[http://www.babelstone.co.uk/software/babelpad.html|Babelpad]] * [[notes:runr|Running Pajek from R]] ===== URLs ===== * [[https://sunbelt.sites.uu.nl/|Sunbelt XXXVIII INSNA Conference]]; The Netherlands, Utrecht, 26.6.-1.7.2018 * [[http://ngw.spbu.ru/about|NetGloW Principles behind Structures]]; Russia, St Petersburg, 4-6.7.2018 * [[http://asonam.cpsc.ucalgary.ca|ASONAM 2018]], Barcelona, Spain, 28-31 August, 2018 * [[http://www.complexnetworks.org|Complex Networks 2018]], Cambridge, UK, December 11-13, 2018. * [[pajek:data:2pajek|To transform to Pajek]] * [[http://www.math.iit.edu/~rellis/teaching/454553All/GoodModules/WikipediaEditWars.pdf|Wikipedia]] * [[http://www.topic-challenge.info/|Web of Science comparative topic identification exercise]] ====== ====== \\ \\ [[pajek:ev:pd:p18|Back to main page]]