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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-67f661c4
+df6e93d9
diff --git a/index.html b/index.html
@@ -121,7 +121,7 @@ <h3 class="anchored" data-anchor-id="what-is-htr-united">What is HTR-United?</h3
 <h3 class="anchored" data-anchor-id="what-is-shown-here">What is shown here?</h3>
 <p>This page is only dedicated to a generic oversight of the content of the catalog, mainly in the form of plots. If you want to browse the datasets listed in the catalog, there is a more suitable interface for that <a href="https://htr-united.github.io/catalog.html">here</a>.</p>
 <!-- library import -->
-<div id="a713e9c7" class="cell" data-execution_count="1">
+<div id="cf15b073" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install necessary packages</span></span>
@@ -142,7 +142,7 @@ <h3 class="anchored" data-anchor-id="what-is-shown-here">What is shown here?</h3
 </details>
 </div>
 <!-- some function definition -->
-<div id="8ae9cf0a" class="cell" data-execution_count="2">
+<div id="cfec6234" class="cell" data-execution_count="2">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="co"># function to built the bar plots</span></span>
@@ -181,7 +181,7 @@ <h3 class="anchored" data-anchor-id="what-is-shown-here">What is shown here?</h3
 <section id="downloading-the-catlaog" class="level2">
 <h2 class="anchored" data-anchor-id="downloading-the-catlaog">Downloading the catlaog</h2>
 <!-- library import -->
-<div id="31020916" class="cell" data-execution_count="3">
+<div id="080ba74a" class="cell" data-execution_count="3">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="co"># fetch latest version of the catalog</span></span>
@@ -222,13 +222,13 @@ <h2 class="anchored" data-anchor-id="downloading-the-catlaog">Downloading the ca
 <div class="cell-output cell-output-stdout">
 <pre><code>We are currently computing 
 the content of HTR-United's 
-catalog v0.1.162</code></pre>
+catalog v0.1.164</code></pre>
 </div>
 </div>
 </section>
 <section id="language-coverage" class="level2">
 <h2 class="anchored" data-anchor-id="language-coverage">Language coverage</h2>
-<div id="e7dfde0e" class="cell" data-execution_count="4">
+<div id="feb22dcb" class="cell" data-execution_count="4">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>languages <span class="op">=</span> []</span>
@@ -251,7 +251,7 @@ <h2 class="anchored" data-anchor-id="language-coverage">Language coverage</h2>
 fra = 47 times
 lat = 24 times
 deu = 12 times
-eng = 9 times
+eng = 10 times
 grc = 9 times</code></pre>
 </div>
 <div class="cell-output cell-output-display">
@@ -266,7 +266,7 @@ <h2 class="anchored" data-anchor-id="language-coverage">Language coverage</h2>
 </section>
 <section id="script-coverage" class="level2">
 <h2 class="anchored" data-anchor-id="script-coverage">Script coverage</h2>
-<div id="95de83da" class="cell" data-execution_count="5">
+<div id="4a6c4630" class="cell" data-execution_count="5">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>scripts_dict <span class="op">=</span> []</span>
@@ -290,7 +290,7 @@ <h2 class="anchored" data-anchor-id="script-coverage">Script coverage</h2>
 <div class="cell-output cell-output-stdout">
 <pre><code>There are 8 scripts represented in the catalog.
 The top 5 scripts represented are:
-Latn = 93 times
+Latn = 94 times
 Grek = 10 times
 Arab = 4 times
 Deva = 2 times
@@ -308,7 +308,7 @@ <h2 class="anchored" data-anchor-id="script-coverage">Script coverage</h2>
 </section>
 <section id="writing-type-type-coverage" class="level2">
 <h2 class="anchored" data-anchor-id="writing-type-type-coverage">Writing type type coverage</h2>
-<div id="ba1a8d43" class="cell" data-execution_count="6">
+<div id="70e9a804" class="cell" data-execution_count="6">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>script_types <span class="op">=</span> [entry.get(<span class="st">"script-type"</span>) <span class="cf">for</span> entry <span class="kw">in</span> data <span class="cf">if</span> entry.get(<span class="st">"script-type"</span>)]</span>
@@ -318,7 +318,7 @@ <h2 class="anchored" data-anchor-id="writing-type-type-coverage">Writing type ty
 <span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a>make_bar_plot(counted_script_types, title<span class="op">=</span><span class="st">'Writing type Distribution'</span>, xlabel<span class="op">=</span><span class="st">"Writing Type"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 <div class="cell-output cell-output-stdout">
-<pre><code>Counter({'only-manuscript': 60,
+<pre><code>Counter({'only-manuscript': 61,
          'only-typed': 35,
          'mainly-manuscript': 8,
          'evenly-mixed': 3})</code></pre>
@@ -335,7 +335,7 @@ <h2 class="anchored" data-anchor-id="writing-type-type-coverage">Writing type ty
 </section>
 <section id="software-variety" class="level2">
 <h2 class="anchored" data-anchor-id="software-variety">Software variety</h2>
-<div id="3964faf4" class="cell" data-execution_count="7">
+<div id="ce73b829" class="cell" data-execution_count="7">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>softwares <span class="op">=</span> [entry.get(<span class="st">"production-software"</span>) <span class="cf">for</span> entry <span class="kw">in</span> data <span class="cf">if</span> entry.get(<span class="st">"production-software"</span>)]</span>
@@ -346,7 +346,7 @@ <h2 class="anchored" data-anchor-id="software-variety">Software variety</h2>
 </details>
 <div class="cell-output cell-output-stdout">
 <pre><code>Counter({'eScriptorium + Kraken': 62,
-         'Transkribus': 20,
+         'Transkribus': 21,
          'Unknown [Automatically filled]': 11,
          'Unknown': 5,
          'Calfa Vision': 2,
@@ -369,7 +369,7 @@ <h2 class="anchored" data-anchor-id="software-variety">Software variety</h2>
 </section>
 <section id="project-diversity" class="level2">
 <h2 class="anchored" data-anchor-id="project-diversity">Project diversity</h2>
-<div id="7ea91f55" class="cell" data-execution_count="8">
+<div id="f9348759" class="cell" data-execution_count="8">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="co"># nb of datasets in the catalog</span></span>
@@ -398,8 +398,8 @@ <h2 class="anchored" data-anchor-id="project-diversity">Project diversity</h2>
 <span id="cb13-24"><a href="#cb13-24" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 <div class="cell-output cell-output-stdout">
-<pre><code>There are 106 datasets listed in the catalog
-At least 46 identified projects contributed a total of 85 datasets listed in the catalog
+<pre><code>There are 107 datasets listed in the catalog
+At least 47 identified projects contributed a total of 86 datasets listed in the catalog
 The projects which contributed the most to the catalog are:
     FoNDUE - 13 datasets.
     CREMMA - 8 datasets.
@@ -412,7 +412,7 @@ <h2 class="anchored" data-anchor-id="project-diversity">Project diversity</h2>
 </section>
 <section id="volumetry" class="level2">
 <h2 class="anchored" data-anchor-id="volumetry">Volumetry</h2>
-<div id="511771ca" class="cell" data-execution_count="9">
+<div id="e54c4ad3" class="cell" data-execution_count="9">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>metrics <span class="op">=</span> {</span>
@@ -436,7 +436,7 @@ <h2 class="anchored" data-anchor-id="volumetry">Volumetry</h2>
  'files': 25946,
  'images': 150,
  'lines': 1719683,
- 'pages': 27451,
+ 'pages': 27647,
  'regions': 155651}</code></pre>
 </div>
 </div>

diff --git a/visualize_catalog_content.html b/visualize_catalog_content.html
@@ -121,7 +121,7 @@ <h3 class="anchored" data-anchor-id="what-is-htr-united">What is HTR-United?</h3
 <h3 class="anchored" data-anchor-id="what-is-shown-here">What is shown here?</h3>
 <p>This page is only dedicated to a generic oversight of the content of the catalog, mainly in the form of plots. If you want to browse the datasets listed in the catalog, there is a more suitable interface for that <a href="https://htr-united.github.io/catalog.html">here</a>.</p>
 <!-- library import -->
-<div id="a713e9c7" class="cell" data-execution_count="1">
+<div id="cf15b073" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install necessary packages</span></span>
@@ -142,7 +142,7 @@ <h3 class="anchored" data-anchor-id="what-is-shown-here">What is shown here?</h3
 </details>
 </div>
 <!-- some function definition -->
-<div id="8ae9cf0a" class="cell" data-execution_count="2">
+<div id="cfec6234" class="cell" data-execution_count="2">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="co"># function to built the bar plots</span></span>
@@ -181,7 +181,7 @@ <h3 class="anchored" data-anchor-id="what-is-shown-here">What is shown here?</h3
 <section id="downloading-the-catlaog" class="level2">
 <h2 class="anchored" data-anchor-id="downloading-the-catlaog">Downloading the catlaog</h2>
 <!-- library import -->
-<div id="31020916" class="cell" data-execution_count="3">
+<div id="080ba74a" class="cell" data-execution_count="3">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="co"># fetch latest version of the catalog</span></span>
@@ -222,13 +222,13 @@ <h2 class="anchored" data-anchor-id="downloading-the-catlaog">Downloading the ca
 <div class="cell-output cell-output-stdout">
 <pre><code>We are currently computing 
 the content of HTR-United's 
-catalog v0.1.162</code></pre>
+catalog v0.1.164</code></pre>
 </div>
 </div>
 </section>
 <section id="language-coverage" class="level2">
 <h2 class="anchored" data-anchor-id="language-coverage">Language coverage</h2>
-<div id="e7dfde0e" class="cell" data-execution_count="4">
+<div id="feb22dcb" class="cell" data-execution_count="4">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>languages <span class="op">=</span> []</span>
@@ -251,7 +251,7 @@ <h2 class="anchored" data-anchor-id="language-coverage">Language coverage</h2>
 fra = 47 times
 lat = 24 times
 deu = 12 times
-eng = 9 times
+eng = 10 times
 grc = 9 times</code></pre>
 </div>
 <div class="cell-output cell-output-display">
@@ -266,7 +266,7 @@ <h2 class="anchored" data-anchor-id="language-coverage">Language coverage</h2>
 </section>
 <section id="script-coverage" class="level2">
 <h2 class="anchored" data-anchor-id="script-coverage">Script coverage</h2>
-<div id="95de83da" class="cell" data-execution_count="5">
+<div id="4a6c4630" class="cell" data-execution_count="5">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>scripts_dict <span class="op">=</span> []</span>
@@ -290,7 +290,7 @@ <h2 class="anchored" data-anchor-id="script-coverage">Script coverage</h2>
 <div class="cell-output cell-output-stdout">
 <pre><code>There are 8 scripts represented in the catalog.
 The top 5 scripts represented are:
-Latn = 93 times
+Latn = 94 times
 Grek = 10 times
 Arab = 4 times
 Deva = 2 times
@@ -308,7 +308,7 @@ <h2 class="anchored" data-anchor-id="script-coverage">Script coverage</h2>
 </section>
 <section id="writing-type-type-coverage" class="level2">
 <h2 class="anchored" data-anchor-id="writing-type-type-coverage">Writing type type coverage</h2>
-<div id="ba1a8d43" class="cell" data-execution_count="6">
+<div id="70e9a804" class="cell" data-execution_count="6">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>script_types <span class="op">=</span> [entry.get(<span class="st">"script-type"</span>) <span class="cf">for</span> entry <span class="kw">in</span> data <span class="cf">if</span> entry.get(<span class="st">"script-type"</span>)]</span>
@@ -318,7 +318,7 @@ <h2 class="anchored" data-anchor-id="writing-type-type-coverage">Writing type ty
 <span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a>make_bar_plot(counted_script_types, title<span class="op">=</span><span class="st">'Writing type Distribution'</span>, xlabel<span class="op">=</span><span class="st">"Writing Type"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 <div class="cell-output cell-output-stdout">
-<pre><code>Counter({'only-manuscript': 60,
+<pre><code>Counter({'only-manuscript': 61,
          'only-typed': 35,
          'mainly-manuscript': 8,
          'evenly-mixed': 3})</code></pre>
@@ -335,7 +335,7 @@ <h2 class="anchored" data-anchor-id="writing-type-type-coverage">Writing type ty
 </section>
 <section id="software-variety" class="level2">
 <h2 class="anchored" data-anchor-id="software-variety">Software variety</h2>
-<div id="3964faf4" class="cell" data-execution_count="7">
+<div id="ce73b829" class="cell" data-execution_count="7">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>softwares <span class="op">=</span> [entry.get(<span class="st">"production-software"</span>) <span class="cf">for</span> entry <span class="kw">in</span> data <span class="cf">if</span> entry.get(<span class="st">"production-software"</span>)]</span>
@@ -346,7 +346,7 @@ <h2 class="anchored" data-anchor-id="software-variety">Software variety</h2>
 </details>
 <div class="cell-output cell-output-stdout">
 <pre><code>Counter({'eScriptorium + Kraken': 62,
-         'Transkribus': 20,
+         'Transkribus': 21,
          'Unknown [Automatically filled]': 11,
          'Unknown': 5,
          'Calfa Vision': 2,
@@ -369,7 +369,7 @@ <h2 class="anchored" data-anchor-id="software-variety">Software variety</h2>
 </section>
 <section id="project-diversity" class="level2">
 <h2 class="anchored" data-anchor-id="project-diversity">Project diversity</h2>
-<div id="7ea91f55" class="cell" data-execution_count="8">
+<div id="f9348759" class="cell" data-execution_count="8">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="co"># nb of datasets in the catalog</span></span>
@@ -398,8 +398,8 @@ <h2 class="anchored" data-anchor-id="project-diversity">Project diversity</h2>
 <span id="cb13-24"><a href="#cb13-24" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 <div class="cell-output cell-output-stdout">
-<pre><code>There are 106 datasets listed in the catalog
-At least 46 identified projects contributed a total of 85 datasets listed in the catalog
+<pre><code>There are 107 datasets listed in the catalog
+At least 47 identified projects contributed a total of 86 datasets listed in the catalog
 The projects which contributed the most to the catalog are:
     FoNDUE - 13 datasets.
     CREMMA - 8 datasets.
@@ -412,7 +412,7 @@ <h2 class="anchored" data-anchor-id="project-diversity">Project diversity</h2>
 </section>
 <section id="volumetry" class="level2">
 <h2 class="anchored" data-anchor-id="volumetry">Volumetry</h2>
-<div id="511771ca" class="cell" data-execution_count="9">
+<div id="e54c4ad3" class="cell" data-execution_count="9">
 <details class="code-fold">
 <summary>Code</summary>
 <div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>metrics <span class="op">=</span> {</span>
@@ -436,7 +436,7 @@ <h2 class="anchored" data-anchor-id="volumetry">Volumetry</h2>
  'files': 25946,
  'images': 150,
  'lines': 1719683,
- 'pages': 27451,
+ 'pages': 27647,
  'regions': 155651}</code></pre>
 </div>
 </div>

diff --git a/visualize_catalog_content_files/figure-html/cell-5-output-2.png b/visualize_catalog_content_files/figure-html/cell-5-output-2.png
diff --git a/visualize_catalog_content_files/figure-html/cell-6-output-2.png b/visualize_catalog_content_files/figure-html/cell-6-output-2.png
diff --git a/visualize_catalog_content_files/figure-html/cell-7-output-2.png b/visualize_catalog_content_files/figure-html/cell-7-output-2.png
diff --git a/visualize_catalog_content_files/figure-html/cell-8-output-2.png b/visualize_catalog_content_files/figure-html/cell-8-output-2.png