<?xml version='1.0' encoding='UTF-8'?><statisticsmodel><!--Persistence from 'statisticsmodel' (org.gephi.statistics.StatisticsPersistenceProvider)--><reports><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:  2.0&lt;br>&lt;br> &lt;h2> Results: &lt;/h2>Modularity: 0.349&lt;br>Modularity with resolution: 1.251&lt;br>Number of Communities: 2&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>"/><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: 7&lt;br />Radius: 0&lt;br />Average Path length: 3.035056967572305&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>"/></reports></statisticsmodel>