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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: b5143284bcccbac96f07e8cdc57af22d
+config: 7d816f190486e8d1762286900608bf11
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/README.html b/README.html
@@ -74,7 +74,7 @@
     <link rel="next" title="Datasets, Data Products, &amp; Sample Indicators" href="docs/data.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -192,6 +192,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="notebooks/earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="notebooks/ais-analysis/README.html">Seaborn Trade Activity Estimation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="notebooks/ais-analysis/ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -515,6 +516,7 @@ <h3>Contents<a class="headerlink" href="#contents" title="Permalink to this head
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/ais-analysis/README.html">Seaborn Trade Activity Estimation</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/internet-connectivity/README.html">Internet Connectivity Post Earthquake</a></li>
@@ -646,7 +648,7 @@ <h2>License<a class="headerlink" href="#license" title="Permalink to this headin
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
   <br/>
 </p>
   </div>

diff --git a/_sources/notebooks/conflict/acled-update-october24.ipynb b/_sources/notebooks/conflict/acled-update-october24.ipynb
diff --git a/docs/data.html b/docs/data.html
@@ -75,7 +75,7 @@
     <link rel="prev" title="Support for World Bank Syria Economic Monitor" href="../README.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -191,6 +191,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../notebooks/conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../notebooks/ais-analysis/README.html">Seaborn Trade Activity Estimation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="../notebooks/ais-analysis/ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -820,7 +821,7 @@ <h2>Sample Indicators<a class="headerlink" href="#sample-indicators" title="Perm
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
   <br/>
 </p>
   </div>

diff --git a/docs/insights-and-indicators.html b/docs/insights-and-indicators.html
@@ -75,7 +75,7 @@
     <link rel="prev" title="Air Pollution in Syria" href="../notebooks/google-earth-engine/air-pollution.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -191,6 +191,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../notebooks/conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../notebooks/ais-analysis/README.html">Seaborn Trade Activity Estimation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="../notebooks/ais-analysis/ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -532,7 +533,7 @@ <h1>Sampe Insights and Indicators<a class="headerlink" href="#sampe-insights-and
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
   <br/>
 </p>
   </div>

diff --git a/docs/team.html b/docs/team.html
@@ -74,7 +74,7 @@
     <link rel="prev" title="Sampe Insights and Indicators" href="insights-and-indicators.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -190,6 +190,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../notebooks/conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../notebooks/ais-analysis/README.html">Seaborn Trade Activity Estimation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="../notebooks/ais-analysis/ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -566,7 +567,7 @@ <h1>Data Goods Team and Acknowledgements<a class="headerlink" href="#data-goods-
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
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 </p>
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diff --git a/genindex.html b/genindex.html
@@ -72,7 +72,7 @@
     <link rel="search" title="Search" href="search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -190,6 +190,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="notebooks/earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="notebooks/ais-analysis/README.html">Seaborn Trade Activity Estimation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="notebooks/ais-analysis/ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -431,7 +432,7 @@ <h1 id="index">Index</h1>
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
   <br/>
 </p>
   </div>

diff --git a/notebooks/ais-analysis/01-descriptive-stats.html b/notebooks/ais-analysis/01-descriptive-stats.html
@@ -75,7 +75,7 @@
     <link rel="prev" title="6-2023 Update - Seaborn Trade Activity Estimation" href="ais-update-6-2023.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -191,6 +191,7 @@
 <ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="README.html">Seaborn Trade Activity Estimation</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -2298,7 +2299,7 @@ <h1>AIS Data Exploration<a class="headerlink" href="#ais-data-exploration" title
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
   <br/>
 </p>
   </div>

diff --git a/notebooks/ais-analysis/02-trade-estimation.html b/notebooks/ais-analysis/02-trade-estimation.html
@@ -75,7 +75,7 @@
     <link rel="prev" title="AIS Data Exploration" href="01-descriptive-stats.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -191,6 +191,7 @@
 <ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="README.html">Seaborn Trade Activity Estimation</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -3204,7 +3205,7 @@ <h3>1.3 Predict DWT<a class="headerlink" href="#id1" title="Permalink to this he
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
   <br/>
 </p>
   </div>

diff --git a/notebooks/ais-analysis/README.html b/notebooks/ais-analysis/README.html
@@ -77,7 +77,7 @@
     <link rel="prev" title="Humanitarian Assistance Survey" href="../hsos-survey/README.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -193,6 +193,7 @@
 <ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 current active has-children"><a class="current reference internal" href="#">Seaborn Trade Activity Estimation</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
 <li class="toctree-l2"><a class="reference internal" href="ais-update-6-2023.html">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -676,7 +677,7 @@ <h2>References<a class="headerlink" href="#references" title="Permalink to this
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
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 </p>
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diff --git a/notebooks/ais-analysis/ais-update-6-2023.html b/notebooks/ais-analysis/ais-update-6-2023.html
@@ -75,7 +75,7 @@
     <link rel="prev" title="Seaborn Trade Activity Estimation" href="README.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-    <meta name="docbuild:last-update" content="Sep 26, 2024"/>
+    <meta name="docbuild:last-update" content="Oct 14, 2024"/>
   </head>
 
 
@@ -191,6 +191,7 @@
 <ul class="current nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../earthquake-intensity/earthquake_intensity.html">Earthquake Intensity Map of Syria</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../conflict/acled.html">Armed Conflict Location and Event Data Analysis</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../conflict/acled-update-october24.html">Analysis of Armed Conflict, Updated to the Present</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../hsos-survey/README.html">Humanitarian Assistance Survey</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="README.html">Seaborn Trade Activity Estimation</a><details open="open"><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul class="current">
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">6-2023 Update - Seaborn Trade Activity Estimation</a></li>
@@ -564,7 +565,7 @@ <h2>Unique Vessels in Turkey and Syria<a class="headerlink" href="#unique-vessel
 
   <div class="footer-item">
     <p class="last-updated">
-  Last updated on Sep 26, 2024.
+  Last updated on Oct 14, 2024.
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 </p>
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