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diff --git a/index.html b/index.html
index 192f1d2..66af1b2 100644
--- a/index.html
+++ b/index.html
@@ -110,20 +110,26 @@ <h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"tabshiftr"</span><span class="op">)</span></span></code></pre></div>
 <p>or the latest development version from github:</p>
 <div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu">devtools</span><span class="fu">::</span><span class="fu">install_github</span><span class="op">(</span><span class="st">"EhrmannS/tabshiftr"</span><span class="op">)</span></span></code></pre></div>
+<code class="sourceCode R"><span><span class="fu">devtools</span><span class="fu">::</span><span class="fu">install_github</span><span class="op">(</span><span class="st">"luckinet/tabshiftr"</span><span class="op">)</span></span></code></pre></div>
 <ol start="2" style="list-style-type: decimal">
-<li>The <a href="https://luckinet.github.io/tabshiftr/articles/tabshiftr.html" class="external-link">vignette</a> gives an introduction, provides an instruction on how to set up schema descriptions by going step by step through certain dimensions of disorganisation to show which table arrangements can be reorganised and how that works.</li>
+<li>The <a href="https://luckinet.github.io/tabshiftr/articles/tabshiftr.html" class="external-link">vignette</a>
+</li>
 </ol>
+<ul>
+<li>gives an introduction of the nature of tabular data and of the dimensions of disorganization dealt with here,</li>
+<li>provides an instruction on how to set up a schema description</li>
+<li>shows a wide range of table arrangements that can be reshaped with the tools provided here.</li>
+</ul>
 </div>
 <div class="section level2">
 <h2 id="examples">Examples<a class="anchor" aria-label="anchor" href="#examples"></a>
 </h2>
-<p>A disorganised table may look like the following table:</p>
+<p>A disorganized table may look like the following table:</p>
 <div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://luckinet.github.io/tabshiftr/" class="external-link">tabshiftr</a></span><span class="op">)</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://yihui.org/knitr/" class="external-link">knitr</a></span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># a rather disorganised table with messy clusters and a distinct variable</span></span>
+<span><span class="co"># a rather disorganized table with messy clusters and a distinct variable</span></span>
 <span><span class="va">input</span> <span class="op">&lt;-</span> <span class="va">tabs2shift</span><span class="op">$</span><span class="va">clusters_messy</span></span>
 <span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">input</span><span class="op">)</span></span></code></pre></div>
 <table class="table">
@@ -450,87 +456,87 @@ <h2 id="examples">Examples<a class="anchor" aria-label="anchor" href="#examples"
 <tr class="odd">
 <td align="left">unit 1</td>
 <td align="left">year 1</td>
-<td align="left">maize</td>
-<td align="right">1121</td>
-<td align="right">1122</td>
-</tr>
-<tr class="even">
-<td align="left">unit 1</td>
-<td align="left">year 1</td>
 <td align="left">soybean</td>
 <td align="right">1111</td>
 <td align="right">1112</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">unit 1</td>
-<td align="left">year 2</td>
+<td align="left">year 1</td>
 <td align="left">maize</td>
-<td align="right">1221</td>
-<td align="right">1222</td>
+<td align="right">1121</td>
+<td align="right">1122</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">unit 1</td>
 <td align="left">year 2</td>
 <td align="left">soybean</td>
 <td align="right">1211</td>
 <td align="right">1212</td>
 </tr>
-<tr class="odd">
-<td align="left">unit 2</td>
-<td align="left">year 1</td>
+<tr class="even">
+<td align="left">unit 1</td>
+<td align="left">year 2</td>
 <td align="left">maize</td>
-<td align="right">2121</td>
-<td align="right">2122</td>
+<td align="right">1221</td>
+<td align="right">1222</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">unit 2</td>
 <td align="left">year 1</td>
 <td align="left">soybean</td>
 <td align="right">2111</td>
 <td align="right">2112</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">unit 2</td>
-<td align="left">year 2</td>
+<td align="left">year 1</td>
 <td align="left">maize</td>
-<td align="right">2221</td>
-<td align="right">2222</td>
+<td align="right">2121</td>
+<td align="right">2122</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">unit 2</td>
 <td align="left">year 2</td>
 <td align="left">soybean</td>
 <td align="right">2211</td>
 <td align="right">2212</td>
 </tr>
-<tr class="odd">
-<td align="left">unit 3</td>
-<td align="left">year 1</td>
+<tr class="even">
+<td align="left">unit 2</td>
+<td align="left">year 2</td>
 <td align="left">maize</td>
-<td align="right">3121</td>
-<td align="right">3122</td>
+<td align="right">2221</td>
+<td align="right">2222</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">unit 3</td>
 <td align="left">year 1</td>
 <td align="left">soybean</td>
 <td align="right">3111</td>
 <td align="right">3112</td>
 </tr>
-<tr class="odd">
+<tr class="even">
 <td align="left">unit 3</td>
-<td align="left">year 2</td>
+<td align="left">year 1</td>
 <td align="left">maize</td>
-<td align="right">3221</td>
-<td align="right">3222</td>
+<td align="right">3121</td>
+<td align="right">3122</td>
 </tr>
-<tr class="even">
+<tr class="odd">
 <td align="left">unit 3</td>
 <td align="left">year 2</td>
 <td align="left">soybean</td>
 <td align="right">3211</td>
 <td align="right">3212</td>
 </tr>
+<tr class="even">
+<td align="left">unit 3</td>
+<td align="left">year 2</td>
+<td align="left">maize</td>
+<td align="right">3221</td>
+<td align="right">3222</td>
+</tr>
 </tbody>
 </table>
 </div>
@@ -539,7 +545,7 @@ <h2 id="examples">Examples<a class="anchor" aria-label="anchor" href="#examples"
 <h1 id="contributions">Contributions<a class="anchor" aria-label="anchor" href="#contributions"></a>
 </h1>
 <ul>
-<li>tabshiftr is still in development. So far it reliably reorganises 20 different types of tables, but additional dimensions of disorganisation might show themselves. If you encounter a table that can’t be reorganised with the current infrastructure, we’d be more than happy to collaborate on advancing <code>tabshiftr</code>.</li>
+<li>tabshiftr is still in development. So far it reliably reorganizes 20 different types of tables, but additional dimensions of disorganization might show themselves. If you encounter a table that can’t be reorganized with the current infrastructure, we’d be more than happy to collaborate on advancing <code>tabshiftr</code>.</li>
 <li>Informative error management is work in process.</li>
 <li>Moreover, the resulting schema descriptions can be useful for data archiving or database building and <code>tabshiftr</code> should at some point support that those schemas can be exported into data-formats that are used by downstream applications (xml, json, …), following proper (ISO) standards. In case you have experience with those standards and would like to collaborate on it, please get in touch!</li>
 </ul>
diff --git a/pkgdown.yml b/pkgdown.yml
index 5f429d7..a9962f9 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -3,7 +3,7 @@ pkgdown: 2.0.7
 pkgdown_sha: ~
 articles:
   tabshiftr: tabshiftr.html
-last_built: 2024-02-16T10:13Z
+last_built: 2024-02-16T14:07Z
 urls:
   reference: http://EhrmannS.github.io/tabshiftr/reference
   article: http://EhrmannS.github.io/tabshiftr/articles