<?xml version='1.0' encoding='UTF-8'?><statisticsmodel><!--Persistence from 'statisticsmodel' (org.gephi.statistics.StatisticsPersistenceProvider)--><reports><report class="org.gephi.statistics.plugin.GraphDistance" value="&lt;HTML> &lt;BODY> &lt;h1>Graph Distance  Report &lt;/h1> &lt;hr>&lt;br>&lt;h2> Parameters: &lt;/h2>Network Interpretation:  directed&lt;br />&lt;br /> &lt;h2> Results: &lt;/h2>Diameter: 5&lt;br />Radius: 0&lt;br />Average Path length: 2.4660162545271804&lt;br />&lt;IMG 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&quot; WIDTH=&quot;600&quot; HEIGHT=&quot;400&quot; BORDER=&quot;0&quot; USEMAP=&quot;#chart&quot;>&lt;/IMG>&lt;br />&lt;br />&lt;IMG 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&quot; WIDTH=&quot;600&quot; HEIGHT=&quot;400&quot; BORDER=&quot;0&quot; USEMAP=&quot;#chart&quot;>&lt;/IMG>&lt;br />&lt;br />&lt;IMG 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&quot; WIDTH=&quot;600&quot; HEIGHT=&quot;400&quot; BORDER=&quot;0&quot; USEMAP=&quot;#chart&quot;>&lt;/IMG>&lt;br />&lt;br />&lt;IMG 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&quot; WIDTH=&quot;600&quot; HEIGHT=&quot;400&quot; BORDER=&quot;0&quot; USEMAP=&quot;#chart&quot;>&lt;/IMG>&lt;br />&lt;br />&lt;h2> Algorithm: &lt;/h2>Ulrik Brandes, &lt;i>A Faster Algorithm for Betweenness Centrality&lt;/i>, in Journal of Mathematical Sociology 25(2):163-177, (2001)&lt;br />&lt;/BODY> &lt;/HTML>"/><report class="org.gephi.statistics.plugin.Modularity" value="&lt;HTML> &lt;BODY> &lt;h1>Modularity Report &lt;/h1> &lt;hr>&lt;h2> Parameters: &lt;/h2>Randomize:  On&lt;br>Use edge weights:  On&lt;br>Resolution:  1.0&lt;br>&lt;br> &lt;h2> Results: &lt;/h2>Modularity: 0.177&lt;br>Modularity with resolution: 0.177&lt;br>Number of Communities: 23&lt;br />&lt;br />&lt;IMG 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&quot; WIDTH=&quot;600&quot; HEIGHT=&quot;400&quot; BORDER=&quot;0&quot; USEMAP=&quot;#chart&quot;>&lt;/IMG>&lt;br />&lt;br />&lt;h2> Algorithm: &lt;/h2>Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Etienne Lefebvre, &lt;i>Fast unfolding of communities in large networks&lt;/i>, in Journal of Statistical Mechanics: Theory and Experiment 2008 (10), P1000&lt;br />&lt;br />&lt;br />&lt;h2> Resolution: &lt;/h2>R. Lambiotte, J.-C. Delvenne, M. Barahona &lt;i>Laplacian Dynamics and Multiscale Modular Structure in Networks 2009&lt;br />&lt;/BODY> &lt;/HTML>"/></reports></statisticsmodel>