speech-analysis/index.html at main · ccoop129/speech-analysis · GitHub

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<!DOCTYPE html>
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  <title>Geopolitical Speech Lab</title>

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<body>
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        <span class="brand-main">Geopolitical Speech Lab</span>
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        <li><a class="active" href="index.html">Home</a></li>
        <li><a href="insights/insights.html">Insights</a></li>
        <li><a href="data-page/alldata.html">Data</a></li>
        <li><a href="faq/faq.html">FAQ</a></li>
        <li><a href="our-team/our-team.html">The Team</a></li>
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    <div class="hero-bg-wrap" aria-hidden="true">
      <img src="images/Xi.jpg" alt="Xi Jinping making a speech" class="hero-bg">
      <div class="hero-overlay"></div>
    </div>

    <div class="hero-inner">
      <h1 class="hero-title">What leaders say—and don’t say—matters.</h1>
      <h3 class="hero-desc">
        We built a structured dataset of official speeches from China and Russia
        <br>to support search and visual analysis of the language, themes, and trends shaping great power politics.</br>
      </h3>

      <div class="hero-ctas">
        <a class="btn primary" href="insights/insights.html">Explore Insights →</a>
        <a class="btn ghost" href="data-page/alldata.html">See the Data →</a>
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  <main>
<section class="pro-banner" aria-label="Dataset scale">
  <div class="pro-banner__inner">
    <p class="pro-banner__eyebrow">OFFICIAL SPEECHES, STRUCTURED FOR ANALYSIS</p>

    <h2 class="pro-banner__headline">
      <span class="u-underline">993 </span> China Ministry of Foreign Affairs speeches (2005–2025) and
      <span class="u-underline">3,204 </span> Russia Foreign Minister speeches, interviews, and appearances
      (late 2013–2025), prepared for search and text analysis.
    </h2>

  </div>
</section>


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    <div class="entities-header">
      <h3 class="entities-title">Top</h3>

      <div class="entities-control">
        <select id="entitiesMetric" class="entities-select">
          <option value="entities" selected>Entities*</option>
          <option value="noun-phrases">Noun Phrases*</option>
        </select>
      </div>

      <h3 class="entities-title">in Chinese and Russian Diplomatic Communications</h3>
    </div>

    <!-- Two columns -->
    <div class="entities-country" data-country="china">
      <h4 class="country-title">China</h4>
      <div class="entity-bars"></div>
    </div>

    <div class="entities-country" data-country="russia">
      <h4 class="country-title">Russia</h4>
      <div class="entity-bars"></div>
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      *For explanations of data terms, see <a href="data/Data_Dictionary.pdf" class="data-note-link">the Data Dictionary</a>.
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</section>


   <section class="pp-band" id="overview">
  <div class="pp-wrap">
    <div class="pp-left">
      <div class="pp-kicker">OVERVIEW</div>
      <h2 class="pp-title">
        Curated insights and tools<br />
        to generate your own.
      </h2>
      <p class="pp-lede">
        Geopolitical Speech Lab transforms thousands of official speeches into structured,
        searchable data and interactive visualizations—so you can trace language patterns
        over time with clarity and consistency.
      </p>
      <p class="pp-lede">
        Rather than reading speeches one by one, you can compare how China and Russia
        prioritize key issues, track shifts in emphasis across years, and interpret rhetorical
        change in the context of global events.
      </p>

    </div>

    <div class="pp-right">
      <div class="pp-metrics">
        <div class="pp-metric">
          <div class="pp-num">4,000+</div>
          <div class="pp-label">speeches analyzed</div>
        </div>

        <div class="pp-metric">
          <div class="pp-num">2</div>
          <div class="pp-label">countries covered</div>
        </div>

        <div class="pp-metric">
          <div class="pp-num">67</div>
          <div class="pp-label">keywords tracked</div>
        </div>

        <div class="pp-metric">
          <div class="pp-num">2005–2025</div>
          <div class="pp-label">coverage window</div>
        </div>
      </div>
    </div>
  </div>
</section>
    <!-- 2) Dataset scale -->

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  <p class="audience-eyebrow">For students, researchers, and practicioners.</p>

  <h2 class="audience-title">
    <br> Our Tools
  </h2>

  <div class="accent-bar"></div>

  <div class="three-box-grid">
    <div class="three-box">
      <h3 class="three-box-title"><a href="data-page/alldata.html" class="box-link">Searchable, Downloadable Database of Speeches</a></h3>
      <p class="three-box-desc">Sourced directly from China Ministry of Foreign Affairs and Russia Foreign Minister speeches, updated through 2025.</p>
    </div>

    <div class="three-box">
      <h3 class="three-box-title"><a href="insights/insights.html" class="box-link">Vizualizations of Keywords over Time.</a></h3>
      <p class="three-box-desc">Frequency analysis and comparative language patterns you can explore and track across years and major global events.</p>
    </div>

    <div class="three-box">
      <h3 class="three-box-title"><a href="data-page/alldata.html" class="box-link">Aggregated Counts of Entities and Noun Chunks per Country</a></h3>
      <p class="three-box-desc">SpaCy-powered text analysis to demonstrate the countries, organizations, and topics that dominate diplomatic discourse.</p>
    </div>

    <div class="three-box">
      <h3 class="three-box-title"><a href="insights/insights.html#tfidf-section" class="box-link">Term Frequency-Inverse Document Frequency Statistics</a></h3>
      <p class="three-box-desc">See the most frequently used terms in each country's speeches, weighted by their importance across the corpus using NLTK.</p>
    </div>
  </div>
</section>


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        <p class="band-kicker">Example</p>
        <h2 class="band-title">Russia Mentions of BRICS over Time</h2>

        <div class="screenshot-container">
          <img src="images/RUBRICS.png" alt="Platform screenshot" class="screenshot-image">
          <div class="screenshot-description">
            <p>
              After the full-scale invasion of Ukraine, BRICS featured significantly more prominently in the speeches of
              Russian Foreign Minister Sergei Lavrov. By 2024, roughly 30 percent of his speeches and public appearances
              featured references to BRICS, potentially reflecting Russia’s priority of promoting alternatives to
              Western-led institutions and aligning itself with other emerging powers representative of the “global
              majority” in an emerging multipolar international system.
            </p>
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    </section>


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