diff --git a/index.html b/index.html
index 9456f14..66c3f05 100644
--- a/index.html
+++ b/index.html
@@ -400,7 +400,7 @@
             <p class="text-muted">
                 <center>This project contains 3 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
                 <br/>
-                Copyright &copy; Chris Albon,
+                Copyright &copy; Guillaume Redoulès,
                     <time datetime="2017">2017</time>.
                 </center>
             </p>
diff --git a/machine-learning/Source code for the recommandation engine for articles.html b/machine-learning/Source code for the recommandation engine for articles.html
index fda9574..1a9581e 100644
--- a/machine-learning/Source code for the recommandation engine for articles.html	
+++ b/machine-learning/Source code for the recommandation engine for articles.html	
@@ -1035,7 +1035,7 @@ Top dislike features:
             <p class="text-muted">
                 <center>This project contains 3 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
                 <br/>
-                Copyright &copy; Chris Albon,
+                Copyright &copy; Guillaume Redoulès,
                     <time datetime="2017">2017</time>.
                 </center>
             </p>
diff --git a/pages/about.html b/pages/about.html
index e6e0a12..7b0dfa1 100644
--- a/pages/about.html
+++ b/pages/about.html
@@ -112,7 +112,7 @@
   </header>
   <div class='article_content'>
 <p><img src="../images/banner.jpg"></img></p>
-<p>I am a data scientist and a mechanical engineer working on numerical methods for stress computations in the field of rocket propulsion. Prior to that, I earned a MSc in  Computational Fluid Dynamics and aerodynamics from Imperial College London. </p>
+<p>I am a data scientist and a mechanical engineer working on numerical methods for stress computations in the field of rocket propulsion. Prior to that, I earned a MSc in  Computational Fluid Dynamics and aerodynamics from Imperial College London.</p>
 <ul>
 <li>Email: &#103;&#117;&#105;&#108;&#108;&#097;&#117;&#109;&#101;&#046;&#114;&#101;&#100;&#111;&#117;&#108;&#101;&#115;&#064;&#103;&#097;&#100;&#122;&#046;&#111;&#114;&#103;</li>
 <li>Linkedin: <a href="https://www.linkedin.com/in/guillaume-redoul%C3%A8s-33923860/">Guillaume Redoulès</a></li>
@@ -147,7 +147,7 @@
             <p class="text-muted">
                 <center>This project contains 3 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
                 <br/>
-                Copyright &copy; Chris Albon,
+                Copyright &copy; Guillaume Redoulès,
                     <time datetime="2017">2017</time>.
                 </center>
             </p>
diff --git a/python/Iterating_over_a_dataframe.html b/python/Iterating_over_a_dataframe.html
index d8ccfa8..675c91d 100644
--- a/python/Iterating_over_a_dataframe.html
+++ b/python/Iterating_over_a_dataframe.html
@@ -237,7 +237,7 @@ At line 5 there is a plum which is purple and contains 28 kcal
             <p class="text-muted">
                 <center>This project contains 3 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
                 <br/>
-                Copyright &copy; Chris Albon,
+                Copyright &copy; Guillaume Redoulès,
                     <time datetime="2017">2017</time>.
                 </center>
             </p>
diff --git a/python/Saving_a_matplotlib_figure_with_a_high_resolution.html b/python/Saving_a_matplotlib_figure_with_a_high_resolution.html
index 0c27177..cfe97c4 100644
--- a/python/Saving_a_matplotlib_figure_with_a_high_resolution.html
+++ b/python/Saving_a_matplotlib_figure_with_a_high_resolution.html
@@ -188,7 +188,7 @@
             <p class="text-muted">
                 <center>This project contains 3 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
                 <br/>
-                Copyright &copy; Chris Albon,
+                Copyright &copy; Guillaume Redoulès,
                     <time datetime="2017">2017</time>.
                 </center>
             </p>
diff --git a/search.html b/search.html
index 2771278..6a388ee 100644
--- a/search.html
+++ b/search.html
@@ -114,7 +114,7 @@
             <p class="text-muted">
                 <center>This project contains 3 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
                 <br/>
-                Copyright &copy; Chris Albon,
+                Copyright &copy; Guillaume Redoulès,
                     <time datetime="2017">2017</time>.
                 </center>
             </p>
diff --git a/sitemap.xml b/sitemap.xml
index e7d3a08..5b97d42 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -5,7 +5,7 @@ xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
 
 <url>
 <loc>redoules.github.io/</loc>
-<lastmod>2017-11-02T08:53:29-00:00</lastmod>
+<lastmod>2017-11-02T09:02:02-00:00</lastmod>
 <changefreq>daily</changefreq>
 <priority>0.5</priority>
 </url>