Improve to of the Gephi desktop page

Author: jacomyma

public/desktop/Gephi Desktop Screenshot DtB.png

@@ -48,72 +48,49 @@ import Layout from "../../layouts/Layout.astro";
 
     <section class="container pb-5">
       <section class="feature feature-flat">
-        <!-- TODO: Insert a better background image for this topic -->
-        <div class="feature-background" style="opacity: 0.1; background-image: url(/lite/graph.png);"></div>
         <section class="feature-headline">
           <div class="feature-text">
             <h2>
-              <Icon name="ph:lightbulb" class="text-primary" />
+              <Icon name="ph:desktop-tower" class="text-primary" />
               <span>Gephi Desktop</span>
             </h2>
             <p>
-              Started in 2008, <strong>Gephi</strong> is the leading visualization and exploration software for all kinds
-              of graphs and networks.
+              Since 2008, <strong>Gephi</strong> has empowered researchers, journalists and students across diverse fields
+              to <strong>explore, manipulate, and understand</strong> complex networks.
             </p>
 
             <p>
-              <strong>Gephi</strong> is open-source and free under the <a
+              The <strong>Gephi</strong> application in Java ("Gephi Desktop") is open-source and free under the <a
                 href="https://www.gnu.org/licenses/gpl-3.0.fr.html">GPL License</a
               >.
             </p>
-            <p>
-              It's written in <a href="https://www.java.com">Java</a>, and runs on Windows, Mac OS X and Linux.
-            </p>
           </div>
         </section>
-
-        <section class="feature-arguments">
-          <figure class="figure">
-            <img src="https://placecats.com/millie_neo/300/200" class="border figure-img img-fluid" alt="" />
-            <figcaption class="figure-caption text-muted text-center">Some picture with a caption</figcaption>
-          </figure>
-
-          <figure class="figure">
-            <img src="https://placecats.com/millie_neo/280/200" class="border figure-img img-fluid" alt="" />
-            <figcaption class="figure-caption text-muted text-center">And then some more</figcaption>
-          </figure>
-        </section>
       </section>
 
       <section class="feature feature-flat">
-        <!-- TODO: Insert a better background image for this topic -->
         <div class="feature-background" style="opacity: 0.1; background-image: url(/lite/graph.png);"></div>
         <section class="feature-headline">
           <div class="feature-text">
             <h2>
               <Icon name="ph:star" class="text-primary" />
               <span>Features</span>
             </h2>
-            <p>
-              <strong>Gephi</strong> is a tool for data analysts and scientists keen to <strong
-                >explore and understand graphs.</strong
-              >
-            </p>
             <p>
               Like GIMP but for <strong>graph data</strong>, the user interacts with the representation, manipulate the
               structures, shapes and colors to reveal hidden patterns.
             </p>
             <p>
-              The goal is to help data analysts to <strong
-                >make hypothesis, intuitively discover patterns, isolate structure singularities</strong
-              > or faults during data sourcing. It is a complementary tool to traditional statistics, as <strong
-                >visual thinking
-              </strong>with interactive interfaces is now recognized to facilitate reasoning.
+              Gephi helps data analysts
+              <strong>explore networks, test hypotheses, and discover meaningful patterns</strong>
+              in complex relational data.
+              By enabling <strong>visual thinking</strong> through interactive interfaces,
+              it complements traditional statistical methods and enhances analytical reasoning.
             </p>
             <p>
-              This is a software for <a href="https://en.wikipedia.org/wiki/Exploratory_data_analysis"
-                >Exploratory Data Analysis</a
-              >, a paradigm appeared in the <strong>Visual Analytics</strong> field of research.
+              Built for <a href="https://en.wikipedia.org/wiki/Exploratory_data_analysis">Exploratory Data Analysis</a>,
+              Gephi embodies principles from the
+              <strong>Visual Analytics</strong> research field.
             </p>
           </div>
         </section>
@@ -123,14 +100,17 @@ import Layout from "../../layouts/Layout.astro";
             <iframe
               width="560"
               height="315"
-              src="https://www.youtube.com/embed/TFBkAO1MjnU?si=Zkmbg_S2XJHlgtuq"
+              src="https://www.youtube.com/embed/YM_37z_uURM?si=K76ynBwTzBazS7Um"
               title="YouTube video player"
               frameborder="0"
               allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
               referrerpolicy="strict-origin-when-cross-origin"
               allowfullscreen></iframe>
             <figcaption class="figure-caption text-muted text-center">A short introduction to Gephi</figcaption>
           </figure>
+          <figure class="figure">
+            <img src="/public/desktop/Gephi Desktop Screenshot DtB.png"  style="height: 315px" class="border figure-img img-fluid" alt="" />
+          </figure>
         </section>
       </section>