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diff --git a/_astro/socnetv-32-lattice-961n-1860e-layout-bc.dba7b31b_atYWt.webp b/_astro/socnetv-32-lattice-961n-1860e-layout-bc.dba7b31b_atYWt.webp
diff --git a/data/uploads/screenshots/32/socnetv-32-example-dot.png b/data/uploads/screenshots/32/socnetv-32-example-dot.png
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diff --git a/data/uploads/screenshots/32/socnetv-32-example-graphml.png b/data/uploads/screenshots/32/socnetv-32-example-graphml.png
diff --git a/data/uploads/screenshots/32/socnetv-32-example-padgett-families.png b/data/uploads/screenshots/32/socnetv-32-example-padgett-families.png
diff --git a/data/uploads/screenshots/32/socnetv-32-lattice-961n-1860e-layout-bc.png b/data/uploads/screenshots/32/socnetv-32-lattice-961n-1860e-layout-bc.png
diff --git a/index.html b/index.html
@@ -52,14 +52,14 @@
 .sl-steps{--bullet-size: calc(var(--sl-line-height) * 1rem);--bullet-margin: .375rem;list-style:none;counter-reset:steps-counter var(--sl-steps-start, 0);padding-inline-start:0}.sl-steps>li{counter-increment:steps-counter;position:relative;padding-inline-start:calc(var(--bullet-size) + 1rem);padding-bottom:1px;min-height:calc(var(--bullet-size) + var(--bullet-margin))}.sl-steps>li+li{margin-top:0}.sl-steps>li:before{content:counter(steps-counter);position:absolute;top:0;inset-inline-start:0;width:var(--bullet-size);height:var(--bullet-size);line-height:var(--bullet-size);font-size:var(--sl-text-xs);font-weight:600;text-align:center;color:var(--sl-color-white);background-color:var(--sl-color-gray-6);border-radius:99rem;box-shadow:inset 0 0 0 1px var(--sl-color-gray-5)}.sl-steps>li:after{--guide-width: 1px;content:"";position:absolute;top:calc(var(--bullet-size) + var(--bullet-margin));bottom:var(--bullet-margin);inset-inline-start:calc((var(--bullet-size) - var(--guide-width)) / 2);width:var(--guide-width);background-color:var(--sl-color-hairline-light)}.sl-steps>li>:first-child{--lh: calc(1em * var(--sl-line-height));--shift-y: calc(.5 * (var(--bullet-size) - var(--lh)));transform:translateY(var(--shift-y));margin-bottom:var(--shift-y)}.sl-steps>li>:first-child:where(h1,h2,h3,h4,h5,h6){--lh: calc(1em * var(--sl-line-height-headings))}@supports (--prop: 1lh){.sl-steps>li>:first-child{--lh: 1lh}}
 .sl-link-button:where(.astro-xwgiixxa){align-items:center;border:1px solid transparent;border-radius:999rem;display:inline-flex;font-size:var(--sl-text-sm);gap:.5em;line-height:1.1875;outline-offset:.25rem;padding:.4375rem 1.125rem;text-decoration:none}.sl-link-button:where(.astro-xwgiixxa).primary{background:var(--sl-color-text-accent);border-color:var(--sl-color-text-accent);color:var(--sl-color-black)}.sl-link-button:where(.astro-xwgiixxa).primary:hover{color:var(--sl-color-black)}.sl-link-button:where(.astro-xwgiixxa).secondary{border-color:inherit;color:var(--sl-color-white)}.sl-link-button:where(.astro-xwgiixxa).minimal{color:var(--sl-color-white);padding-inline:0}.sl-link-button:where(.astro-xwgiixxa) svg{flex-shrink:0}@media (min-width: 50rem){.sl-link-button:where(.astro-xwgiixxa){font-size:var(--sl-text-base);padding:.9375rem 1.25rem}}.sl-markdown-content .sl-link-button:where(.astro-xwgiixxa){margin-inline-end:1rem}.sl-markdown-content .sl-link-button:where(.astro-xwgiixxa):not(:where(p *)){margin-block:1rem}
 </style><script type="module" src="/_astro/hoisted.DVXV8nJI.js"></script>
-<script type="module" src="/_astro/page.7qqag-5g.js"></script><script src="/_astro/BaseLayout.astro_astro_type_script_index_0_lang.F2ifdbMC.js" type="module"></script><script src="/_astro/BaseLayout.astro_astro_type_script_index_1_lang.Cjy-0tRL.js" type="module"></script><script src="/_astro/Tabs.astro_astro_type_script_index_0_lang.3nBd5krW.js" type="module"></script></head> <body> <h2 id="free-and-open-source-tool-for-social-network-analysis">Free and Open-Source Tool for Social Network Analysis 🌟</h2><p><img src="/data/uploads/screenshots/25/socnetv-25-131-actors-citation-Degree-Centrality-Radial-Node-size-color-Layout-outDegree-distribution.png" alt="SocNetV Screenshot"/></p><p>SocNetV is a cross-platform, user-friendly free software application for social network analysis and visualization. With SocNetV you can:</p><ul>
+<script type="module" src="/_astro/page.7qqag-5g.js"></script><script src="/_astro/BaseLayout.astro_astro_type_script_index_0_lang.F2ifdbMC.js" type="module"></script><script src="/_astro/BaseLayout.astro_astro_type_script_index_1_lang.Cjy-0tRL.js" type="module"></script><script src="/_astro/Tabs.astro_astro_type_script_index_0_lang.3nBd5krW.js" type="module"></script></head> <body> <h2 id="free-and-open-source-tool-for-social-network-analysis">Free and Open-Source Tool for Social Network Analysis 🌟</h2><img src="/_astro/socnetv-32-lattice-961n-1860e-layout-bc.dba7b31b_atYWt.webp" loading="true" alt="SocNetV automatically created a lattice network of 961 actors and 1860 edges - we have applied the betweenness-centrality radial layout." width="1734" height="1026" decoding="async"><p>SocNetV is a cross-platform, user-friendly free software application for social network analysis and visualization. With SocNetV you can:</p><ul>
 <li>
 <p><a href="/manual/gui">Draw social networks</a> with a few clicks on a virtual canvas, load field data from a file in a <a href="/manual/formats">supported format</a> (<a href="/manual/formats/#graphml-files">GraphML</a>, <a href="/manual/formats/#graphviz-dot-files">GraphViz</a>, Adjacency, EdgeList, GML, Pajek, UCINET, etc.), or crawl the internet to create a social network of connected webpages.</p>
 </li>
 <li>
 <p>Edit actors and ties through point-and-click, analyze graph and social network properties, produce beautiful HTML reports, and embed visualization layouts in the network.</p>
 </li>
-</ul><hr/><h3 id="main-features">Main Features 🚀</h3><ul>
+</ul><hr><h3 id="main-features">Main Features 🚀</h3><ul>
 <li>Standard graph and network cohesion metrics, such as <a href="/manual/analysis/#cohesion-measures">density</a>, <a href="/manual/analysis/#diameter">diameter</a>, <a href="/manual/analysis/#geodesics-matrix">geodesics</a>, <a href="/manual/analysis/#distances-matrix">distances</a>, <a href="/manual/analysis/#connectedness">connectedness</a>, <a href="/manual/analysis/#eccentricity">eccentricity</a>, <a href="/manual/analysis/#clustering-coefficient">clustering coefficient</a>, reciprocity, etc.</li>
 <li>Matrix routines: <a href="/manual/analysis/#plot-adjacency">Adjacency plot</a>, <a href="/manual/analysis/#laplacian-matrix">Laplacian matrix</a>, <a href="manual/analysis/#degree-matrix">Degree matrix</a>, <a href="/manual/analysis/#cocitation-matrix">Cocitation</a>, etc.</li>
 <li>Advanced measures for social network analysis such as <a href="/manual/analysis/#centralities-and-prestige">centrality and prestige indices</a> (e.g., <a href="/manual/analysis/#eigenvector-centrality-or-gould-index-evc">eigenvector centrality</a>, <a href="/manual/analysis/#closeness-centrality-cc">closeness centrality</a>, <a href="/manual/analysis/#betweenness-centrality-bc">betweenness centrality</a>, <a href="/manual/analysis/#information-centrality-ic">information centrality</a>, <a href="/manual/analysis/#power-centrality-pc">power centrality</a>, <a href="/manual/analysis/#proximity-prestige-pp">proximity prestige</a>, and <a href="/manual/analysis/#pagerank-prestige-prp">pagerank prestige</a>).</li>
@@ -68,10 +68,10 @@
 <li><a href="/manual/visualization">Layout models</a> based on prominence indices (e.g., circular, level, nodal sizes by centrality score) or on force-directed placement (e.g., <a href="/manual/visualization#kamada-kawai-layout">Kamada-Kawai</a>, <a href="/manual/visualization#fruchterman-reingold-layout">Fruchterman-Reingold</a>).</li>
 <li><a href="/manual/gui#relations">Multirelational network loading and editing</a>.</li>
 <li>Random network creation using various models (<a href="/manual/generate/#scale-free-s-f-networks">Barabási–Albert Scale-Free</a>, <a href="/manual/generate/#erd%C5%91sr%C3%A9nyi-er-networks">Erdős–Rényi</a>, <a href="/manual/generate/#small-world-sw-networks">Watts-Strogatz Small-World</a>, d-regular, ring lattice, etc.).</li>
-<li><a href="/manual/generate/#datasets-recreating-famous-datasets">Famous social network analysis datasets</a>, such as Padgett’s Florentine families.</li>
+<li><a href="/manual/generate/#recreating-famous-datasets">Famous social network analysis datasets</a>, such as Padgett’s Florentine families.</li>
 <li>Built-in <a href="/manual/generate/#web-crawler-networks-of-webpages">web crawler</a> to automatically create “social networks” from links found in a given URL.</li>
 <li>Comprehensive <a href="/documentation">documentation</a> available both online and inside the application.</li>
-</ul><hr/><h2 id="latest-version">Latest version 📥</h2><p><a href="https://github.com/socnetv/app/releases" target="_blank" rel="nofollow nopener"><img src="https://img.shields.io/github/release/socnetv/app.svg"/></a></p><p>Installers, packages and executables for Windows, macOS and Linux are available on the <a href="../downloads">Downloads</a> page.</p><a class="sl-link-button not-content primary astro-xwgiixxa" href="/downloads">  Download now <svg aria-hidden="true" class="astro-xwgiixxa astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1.5rem;"><path d="M17.92 11.62a1.001 1.001 0 0 0-.21-.33l-5-5a1.003 1.003 0 1 0-1.42 1.42l3.3 3.29H7a1 1 0 0 0 0 2h7.59l-3.3 3.29a1.002 1.002 0 0 0 .325 1.639 1 1 0 0 0 1.095-.219l5-5a1 1 0 0 0 .21-.33 1 1 0 0 0 0-.76Z"/></svg>  </a> <h3 id="license">License</h3><p><img src="/_astro/gplv3.DGHuzMSQ_1L8BkE.webp" alt="GPL3 License" width="127" height="51" loading="lazy" decoding="async"></p><p>The program is Free Software, licensed under the <a href="http://www.gnu.org/copyleft/gpl.html">GNU General Public License 3 (GPL3)</a>. You can copy or modify it, provided you keep the same license. The documentation is also free, licensed under the Free Documentation License (FDL).</p><hr><h2 id="do-you-want-to-contribute-">Do You Want to Contribute? 🙌 💎</h2><ul>
+</ul><hr><h2 id="latest-version">Latest version 📥</h2><p><a href="https://github.com/socnetv/app/releases" target="_blank" rel="nofollow nopener"><img alt="SocNetV latest version" src="https://img.shields.io/github/release/socnetv/app.svg"/></a></p><p>Installers, packages and executables for Windows, macOS and Linux are available on the <a href="../downloads">Downloads</a> page.</p><a class="sl-link-button not-content primary astro-xwgiixxa" href="/downloads">  Download now <svg aria-hidden="true" class="astro-xwgiixxa astro-c6vsoqas" width="16" height="16" viewBox="0 0 24 24" fill="currentColor" style="--sl-icon-size: 1.5rem;"><path d="M17.92 11.62a1.001 1.001 0 0 0-.21-.33l-5-5a1.003 1.003 0 1 0-1.42 1.42l3.3 3.29H7a1 1 0 0 0 0 2h7.59l-3.3 3.29a1.002 1.002 0 0 0 .325 1.639 1 1 0 0 0 1.095-.219l5-5a1 1 0 0 0 .21-.33 1 1 0 0 0 0-.76Z"/></svg>  </a> <h3 id="license">License</h3><p><img src="/_astro/gplv3.DGHuzMSQ_1L8BkE.webp" alt="GPL3 License" width="127" height="51" loading="lazy" decoding="async"></p><p>The program is Free Software, licensed under the <a href="http://www.gnu.org/copyleft/gpl.html">GNU General Public License 3 (GPL3)</a>. You can copy or modify it, provided you keep the same license. The documentation is also free, licensed under the Free Documentation License (FDL).</p><hr><h2 id="do-you-want-to-contribute-">Do You Want to Contribute? 🙌 💎</h2><ul>
 <li>
 <p>If you are a C++/Qt developer, you can contribute by committing patches (new features or bug fixes) to our <a href="https://github.com/socnetv/app/tree/develop">development source code</a>.</p>
 </li>

diff --git a/manual/formats/index.html b/manual/formats/index.html
diff --git a/manual/generate/index.html b/manual/generate/index.html
@@ -152,6 +152,7 @@ <h2 id="recreating-famous-datasets">Recreating Famous Datasets</h2>
 <p>Press “OK,” and the selected network will be displayed on the canvas.</p>
 </li>
 </ol>
+<p><img src="/data/uploads/screenshots/32/socnetv-32-example-padgett-families.png" alt="SocNetV visualizing Padgett&#x27;s Florentine Families"></p>
 <hr>
 <h2 id="random-network-creation">Random Network Creation</h2>
 <p>SocNetV can generate random networks based on various graph theory models, including:</p>

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