diff --git a/CHANGELOG.md b/CHANGELOG.md
index dd5ff1c3..c6492219 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,16 @@
 # Change log
 
+## Version 0.5.1 (unreleased)
+
+### Issues Closed
+
+#### New Features
+
+* [#5](https://github.com/SamR1/FitTrackee/issues/5) - Display a chart with average speed
+
+In this release 1 issue was closed.  
+
+
 ## Version 0.5.0 (2021/11/14)
 
 ### Issues Closed
diff --git a/docs/_images/fittrackee_screenshot-04.png b/docs/_images/fittrackee_screenshot-04.png
index 790f240f..308c5d5f 100644
Binary files a/docs/_images/fittrackee_screenshot-04.png and b/docs/_images/fittrackee_screenshot-04.png differ
diff --git a/docs/_sources/changelog.md.txt b/docs/_sources/changelog.md.txt
index dd5ff1c3..c6492219 100644
--- a/docs/_sources/changelog.md.txt
+++ b/docs/_sources/changelog.md.txt
@@ -1,5 +1,16 @@
 # Change log
 
+## Version 0.5.1 (unreleased)
+
+### Issues Closed
+
+#### New Features
+
+* [#5](https://github.com/SamR1/FitTrackee/issues/5) - Display a chart with average speed
+
+In this release 1 issue was closed.  
+
+
 ## Version 0.5.0 (2021/11/14)
 
 ### Issues Closed
diff --git a/docs/_sources/features.rst.txt b/docs/_sources/features.rst.txt
index 6bb7e18c..883d404e 100644
--- a/docs/_sources/features.rst.txt
+++ b/docs/_sources/features.rst.txt
@@ -76,7 +76,13 @@ Workouts
 - Workout creation by uploading a gpx file (related data are stored in database with metric system). A workout can even be created without gpx (the user must enter date, time, duration and distance).
 - A workout with a gpx file can be displayed with map, weather (if the DarkSky API key is provided) and charts (speed and elevation). Segments can be displayed.
 - Workout edition and deletion. User can add a note.
-- User statistics
+- User statistics, by time period (week, month, year) and sport:
+    - total distance
+    - total duration
+    - total workouts
+    - total ascent  (**new in 0.5.0**)
+    - total descent  (**new in 0.5.0**)
+    - average speed  (**new in 0.5.1**)
 - User records by sports:
     - average speed
     - farest distance
diff --git a/docs/changelog.html b/docs/changelog.html
index 015e98f3..1fda419e 100644
--- a/docs/changelog.html
+++ b/docs/changelog.html
@@ -77,9 +77,16 @@
       role="menu"
       aria-labelledby="dLabelLocalToc"><ul>
 <li><a class="reference internal" href="#">Change log</a><ul>
-<li><a class="reference internal" href="#version-0-5-0-2021-11-14">Version 0.5.0 (2021/11/14)</a><ul>
+<li><a class="reference internal" href="#version-0-5-1-unreleased">Version 0.5.1 (unreleased)</a><ul>
 <li><a class="reference internal" href="#issues-closed">Issues Closed</a><ul>
 <li><a class="reference internal" href="#new-features">New Features</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><a class="reference internal" href="#version-0-5-0-2021-11-14">Version 0.5.0 (2021/11/14)</a><ul>
+<li><a class="reference internal" href="#id1">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id2">New Features</a></li>
 <li><a class="reference internal" href="#bugs-fixed">Bugs Fixed</a></li>
 <li><a class="reference internal" href="#misc">Misc</a></li>
 </ul>
@@ -88,137 +95,137 @@
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-4-9-2021-07-16">Version 0.4.9 (2021/07/16)</a><ul>
-<li><a class="reference internal" href="#id1">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id2">New Features</a></li>
-<li><a class="reference internal" href="#id3">Bugs Fixed</a></li>
-</ul>
-</li>
-</ul>
-</li>
-<li><a class="reference internal" href="#version-0-4-8-2021-07-03">Version 0.4.8 (2021/07/03)</a><ul>
-<li><a class="reference internal" href="#id4">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id3">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id4">New Features</a></li>
 <li><a class="reference internal" href="#id5">Bugs Fixed</a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li><a class="reference internal" href="#version-0-4-7-2021-04-07">Version 0.4.7 (2021/04/07)</a><ul>
+<li><a class="reference internal" href="#version-0-4-8-2021-07-03">Version 0.4.8 (2021/07/03)</a><ul>
 <li><a class="reference internal" href="#id6">Issues Closed</a><ul>
 <li><a class="reference internal" href="#id7">Bugs Fixed</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#id8">Misc</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#version-0-4-7-2021-04-07">Version 0.4.7 (2021/04/07)</a><ul>
+<li><a class="reference internal" href="#id8">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id9">Bugs Fixed</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#id10">Misc</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-4-6-2021-02-21">Version 0.4.6 (2021/02/21)</a><ul>
-<li><a class="reference internal" href="#id9">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id10">Bugs Fixed</a></li>
-</ul>
-</li>
-</ul>
-</li>
-<li><a class="reference internal" href="#version-0-4-5-2021-02-17">Version 0.4.5 (2021/02/17)</a><ul>
 <li><a class="reference internal" href="#id11">Issues Closed</a><ul>
 <li><a class="reference internal" href="#id12">Bugs Fixed</a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li><a class="reference internal" href="#version-0-4-4-2021-01-31">Version 0.4.4 (2021/01/31)</a><ul>
+<li><a class="reference internal" href="#version-0-4-5-2021-02-17">Version 0.4.5 (2021/02/17)</a><ul>
 <li><a class="reference internal" href="#id13">Issues Closed</a><ul>
 <li><a class="reference internal" href="#id14">Bugs Fixed</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#id15">Misc</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#version-0-4-4-2021-01-31">Version 0.4.4 (2021/01/31)</a><ul>
+<li><a class="reference internal" href="#id15">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id16">Bugs Fixed</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#id17">Misc</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-4-3-2021-01-10">Version 0.4.3 (2021/01/10)</a><ul>
-<li><a class="reference internal" href="#id16">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id17">New Features</a></li>
-<li><a class="reference internal" href="#id18">Bugs Fixed</a></li>
+<li><a class="reference internal" href="#id18">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id19">New Features</a></li>
+<li><a class="reference internal" href="#id20">Bugs Fixed</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-4-2-2021-01-03">Version 0.4.2 (2021/01/03)</a><ul>
-<li><a class="reference internal" href="#id19">Misc</a></li>
+<li><a class="reference internal" href="#id21">Misc</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-4-1-2020-12-31">Version 0.4.1 (2020/12/31)</a><ul>
-<li><a class="reference internal" href="#id20">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id21">New Features</a></li>
-</ul>
-</li>
-</ul>
-</li>
-<li><a class="reference internal" href="#version-0-4-0-fittrackee-on-pypi-2020-09-19">Version 0.4.0 - FitTrackee on PyPI (2020/09/19)</a><ul>
 <li><a class="reference internal" href="#id22">Issues Closed</a><ul>
 <li><a class="reference internal" href="#id23">New Features</a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li><a class="reference internal" href="#version-0-3-0-administration-2020-07-15">Version 0.3.0 - Administration (2020/07/15)</a><ul>
+<li><a class="reference internal" href="#version-0-4-0-fittrackee-on-pypi-2020-09-19">Version 0.4.0 - FitTrackee on PyPI (2020/09/19)</a><ul>
 <li><a class="reference internal" href="#id24">Issues Closed</a><ul>
 <li><a class="reference internal" href="#id25">New Features</a></li>
 </ul>
 </li>
 </ul>
 </li>
+<li><a class="reference internal" href="#version-0-3-0-administration-2020-07-15">Version 0.3.0 - Administration (2020/07/15)</a><ul>
+<li><a class="reference internal" href="#id26">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id27">New Features</a></li>
+</ul>
+</li>
+</ul>
+</li>
 <li><a class="reference internal" href="#version-0-2-5-fix-and-improvements-2020-01-31">Version 0.2.5 - Fix and improvements (2020/01/31)</a><ul>
-<li><a class="reference internal" href="#id26">Misc</a></li>
+<li><a class="reference internal" href="#id28">Misc</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-2-4-minor-fix-2020-01-30">Version 0.2.4 - Minor fix (2020/01/30)</a><ul>
-<li><a class="reference internal" href="#id27">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id28">Bugs Fixed</a></li>
+<li><a class="reference internal" href="#id29">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id30">Bugs Fixed</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-2-3-fittrackee-available-in-french-2019-12-29">Version 0.2.3 - FitTrackee available in French (2019/12/29)</a><ul>
-<li><a class="reference internal" href="#id29">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id30">New Features</a></li>
-<li><a class="reference internal" href="#id31">Bugs Fixed</a></li>
-</ul>
-</li>
-</ul>
-</li>
-<li><a class="reference internal" href="#version-0-2-2-statistics-fix-2019-09-23">Version 0.2.2 - Statistics fix (2019/09/23)</a><ul>
-<li><a class="reference internal" href="#id32">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id31">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id32">New Features</a></li>
 <li><a class="reference internal" href="#id33">Bugs Fixed</a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li><a class="reference internal" href="#version-0-2-1-fix-and-improvements-2019-09-01">Version 0.2.1 - Fix and improvements (2019/09/01)</a><ul>
+<li><a class="reference internal" href="#version-0-2-2-statistics-fix-2019-09-23">Version 0.2.2 - Statistics fix (2019/09/23)</a><ul>
 <li><a class="reference internal" href="#id34">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id35">New Features</a></li>
-<li><a class="reference internal" href="#id36">Bugs Fixed</a></li>
+<li><a class="reference internal" href="#id35">Bugs Fixed</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#id37">Misc</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#version-0-2-1-fix-and-improvements-2019-09-01">Version 0.2.1 - Fix and improvements (2019/09/01)</a><ul>
+<li><a class="reference internal" href="#id36">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id37">New Features</a></li>
+<li><a class="reference internal" href="#id38">Bugs Fixed</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#id39">Misc</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-2-0-statistics-2019-07-07">Version 0.2.0 - Statistics (2019/07/07)</a><ul>
-<li><a class="reference internal" href="#id38">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id39">New Features</a></li>
+<li><a class="reference internal" href="#id40">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id41">New Features</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#id40">Misc</a></li>
+<li><a class="reference internal" href="#id42">Misc</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-1-1-fix-and-improvements-2019-02-07">Version 0.1.1 - Fix and improvements (2019/02/07)</a><ul>
-<li><a class="reference internal" href="#id41">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id42">New Features</a></li>
-<li><a class="reference internal" href="#id43">Bugs Fixed</a></li>
+<li><a class="reference internal" href="#id43">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id44">New Features</a></li>
+<li><a class="reference internal" href="#id45">Bugs Fixed</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li><a class="reference internal" href="#version-0-1-0-first-release-2018-07-04">Version 0.1.0 - First release 🎉 (2018-07-04)</a><ul>
-<li><a class="reference internal" href="#id44">Issues Closed</a><ul>
-<li><a class="reference internal" href="#id45">New Features</a></li>
+<li><a class="reference internal" href="#id46">Issues Closed</a><ul>
+<li><a class="reference internal" href="#id47">New Features</a></li>
 </ul>
 </li>
 </ul>
@@ -270,13 +277,26 @@
       
   <section id="change-log">
 <h1>Change log<a class="headerlink" href="#change-log" title="Permalink to this headline">¶</a></h1>
-<section id="version-0-5-0-2021-11-14">
-<h2>Version 0.5.0 (2021/11/14)<a class="headerlink" href="#version-0-5-0-2021-11-14" title="Permalink to this headline">¶</a></h2>
+<section id="version-0-5-1-unreleased">
+<h2>Version 0.5.1 (unreleased)<a class="headerlink" href="#version-0-5-1-unreleased" title="Permalink to this headline">¶</a></h2>
 <section id="issues-closed">
 <h3>Issues Closed<a class="headerlink" href="#issues-closed" title="Permalink to this headline">¶</a></h3>
 <section id="new-features">
 <h4>New Features<a class="headerlink" href="#new-features" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
+<li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/5">#5</a> - Display a chart with average speed</p></li>
+</ul>
+<p>In this release 1 issue was closed.</p>
+</section>
+</section>
+</section>
+<section id="version-0-5-0-2021-11-14">
+<h2>Version 0.5.0 (2021/11/14)<a class="headerlink" href="#version-0-5-0-2021-11-14" title="Permalink to this headline">¶</a></h2>
+<section id="id1">
+<h3>Issues Closed<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h3>
+<section id="id2">
+<h4>New Features<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h4>
+<ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/99">#99</a> - Display workout with imperial units</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/91">#91</a> - Display elevation chart with min and max altitude of workout</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/90">#90</a> - Add user sports preferences</p></li>
@@ -314,17 +334,17 @@
 </section>
 <section id="version-0-4-9-2021-07-16">
 <h2>Version 0.4.9 (2021/07/16)<a class="headerlink" href="#version-0-4-9-2021-07-16" title="Permalink to this headline">¶</a></h2>
-<section id="id1">
-<h3>Issues Closed<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h3>
-<section id="id2">
-<h4>New Features<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h4>
+<section id="id3">
+<h3>Issues Closed<a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h3>
+<section id="id4">
+<h4>New Features<a class="headerlink" href="#id4" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/83">#83</a> - allow using configured tile server to generate static maps<br /><strong>Note</strong>: to keep using the default tile server, set environment variable <code class="docutils literal notranslate"><span class="pre">DEFAULT_STATICMAP</span></code> to <code class="docutils literal notranslate"><span class="pre">True</span></code></p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/81">#81</a> - display remaining characters in textarea</p></li>
 </ul>
 </section>
-<section id="id3">
-<h4>Bugs Fixed<a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h4>
+<section id="id5">
+<h4>Bugs Fixed<a class="headerlink" href="#id5" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/82">#82</a> - a user can not modify his birth day</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/80">#80</a> - can not save notes with control characters</p></li>
@@ -335,10 +355,10 @@
 </section>
 <section id="version-0-4-8-2021-07-03">
 <h2>Version 0.4.8 (2021/07/03)<a class="headerlink" href="#version-0-4-8-2021-07-03" title="Permalink to this headline">¶</a></h2>
-<section id="id4">
-<h3>Issues Closed<a class="headerlink" href="#id4" title="Permalink to this headline">¶</a></h3>
-<section id="id5">
-<h4>Bugs Fixed<a class="headerlink" href="#id5" title="Permalink to this headline">¶</a></h4>
+<section id="id6">
+<h3>Issues Closed<a class="headerlink" href="#id6" title="Permalink to this headline">¶</a></h3>
+<section id="id7">
+<h4>Bugs Fixed<a class="headerlink" href="#id7" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/79">#79</a> - Fails to start after make rebuild</p></li>
 </ul>
@@ -348,17 +368,17 @@
 </section>
 <section id="version-0-4-7-2021-04-07">
 <h2>Version 0.4.7 (2021/04/07)<a class="headerlink" href="#version-0-4-7-2021-04-07" title="Permalink to this headline">¶</a></h2>
-<section id="id6">
-<h3>Issues Closed<a class="headerlink" href="#id6" title="Permalink to this headline">¶</a></h3>
-<section id="id7">
-<h4>Bugs Fixed<a class="headerlink" href="#id7" title="Permalink to this headline">¶</a></h4>
+<section id="id8">
+<h3>Issues Closed<a class="headerlink" href="#id8" title="Permalink to this headline">¶</a></h3>
+<section id="id9">
+<h4>Bugs Fixed<a class="headerlink" href="#id9" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/75">#75</a> - Workouts on the same day are not displayed in right order</p></li>
 </ul>
 </section>
 </section>
-<section id="id8">
-<h3>Misc<a class="headerlink" href="#id8" title="Permalink to this headline">¶</a></h3>
+<section id="id10">
+<h3>Misc<a class="headerlink" href="#id10" title="Permalink to this headline">¶</a></h3>
 <ul class="simple">
 <li><p>Update Python and Javascript dependencies<br /><strong>IMPORTANT</strong>: Due to <a class="reference external" href="https://docs.sqlalchemy.org/en/14/changelog/changelog_14.html#change-3687655465c25a39b968b4f5f6e9170b">SQLAlchemy update (1.4+)</a>, engine URLs starting with <code class="docutils literal notranslate"><span class="pre">postgres://</span></code> are no longer supported. Please update <code class="docutils literal notranslate"><span class="pre">DATABASE_URL</span></code> with <code class="docutils literal notranslate"><span class="pre">postgresql://</span></code>.</p></li>
 </ul>
@@ -367,10 +387,10 @@
 </section>
 <section id="version-0-4-6-2021-02-21">
 <h2>Version 0.4.6 (2021/02/21)<a class="headerlink" href="#version-0-4-6-2021-02-21" title="Permalink to this headline">¶</a></h2>
-<section id="id9">
-<h3>Issues Closed<a class="headerlink" href="#id9" title="Permalink to this headline">¶</a></h3>
-<section id="id10">
-<h4>Bugs Fixed<a class="headerlink" href="#id10" title="Permalink to this headline">¶</a></h4>
+<section id="id11">
+<h3>Issues Closed<a class="headerlink" href="#id11" title="Permalink to this headline">¶</a></h3>
+<section id="id12">
+<h4>Bugs Fixed<a class="headerlink" href="#id12" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/72">#72</a> - Error message when file exceeding size is incorrect</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/71">#71</a> - max size or max number of files must be greater than 0</p></li>
@@ -382,10 +402,10 @@
 </section>
 <section id="version-0-4-5-2021-02-17">
 <h2>Version 0.4.5 (2021/02/17)<a class="headerlink" href="#version-0-4-5-2021-02-17" title="Permalink to this headline">¶</a></h2>
-<section id="id11">
-<h3>Issues Closed<a class="headerlink" href="#id11" title="Permalink to this headline">¶</a></h3>
-<section id="id12">
-<h4>Bugs Fixed<a class="headerlink" href="#id12" title="Permalink to this headline">¶</a></h4>
+<section id="id13">
+<h3>Issues Closed<a class="headerlink" href="#id13" title="Permalink to this headline">¶</a></h3>
+<section id="id14">
+<h4>Bugs Fixed<a class="headerlink" href="#id14" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/66">#66</a> - invalid gpx limit used when importing zip archive</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/64">#64</a> - Only 50 workouts per month shown in calendar</p></li>
@@ -396,17 +416,17 @@
 </section>
 <section id="version-0-4-4-2021-01-31">
 <h2>Version 0.4.4 (2021/01/31)<a class="headerlink" href="#version-0-4-4-2021-01-31" title="Permalink to this headline">¶</a></h2>
-<section id="id13">
-<h3>Issues Closed<a class="headerlink" href="#id13" title="Permalink to this headline">¶</a></h3>
-<section id="id14">
-<h4>Bugs Fixed<a class="headerlink" href="#id14" title="Permalink to this headline">¶</a></h4>
+<section id="id15">
+<h3>Issues Closed<a class="headerlink" href="#id15" title="Permalink to this headline">¶</a></h3>
+<section id="id16">
+<h4>Bugs Fixed<a class="headerlink" href="#id16" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/62">#62</a> - Error when sending reset password email</p></li>
 </ul>
 </section>
 </section>
-<section id="id15">
-<h3>Misc<a class="headerlink" href="#id15" title="Permalink to this headline">¶</a></h3>
+<section id="id17">
+<h3>Misc<a class="headerlink" href="#id17" title="Permalink to this headline">¶</a></h3>
 <ul class="simple">
 <li><p>Refactoring before introducing new features.</p></li>
 <li><p>Add docker files for evaluation purposes.</p></li>
@@ -416,16 +436,16 @@
 </section>
 <section id="version-0-4-3-2021-01-10">
 <h2>Version 0.4.3 (2021/01/10)<a class="headerlink" href="#version-0-4-3-2021-01-10" title="Permalink to this headline">¶</a></h2>
-<section id="id16">
-<h3>Issues Closed<a class="headerlink" href="#id16" title="Permalink to this headline">¶</a></h3>
-<section id="id17">
-<h4>New Features<a class="headerlink" href="#id17" title="Permalink to this headline">¶</a></h4>
+<section id="id18">
+<h3>Issues Closed<a class="headerlink" href="#id18" title="Permalink to this headline">¶</a></h3>
+<section id="id19">
+<h4>New Features<a class="headerlink" href="#id19" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/58">#58</a> - Standardize terms used for workouts<br /><strong>Note:</strong> Database model, upload directory for workouts and API endpoints are also updated.</p></li>
 </ul>
 </section>
-<section id="id18">
-<h4>Bugs Fixed<a class="headerlink" href="#id18" title="Permalink to this headline">¶</a></h4>
+<section id="id20">
+<h4>Bugs Fixed<a class="headerlink" href="#id20" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/59">#59</a> - No message displayed on uploading image error</p></li>
 </ul>
@@ -435,18 +455,18 @@
 </section>
 <section id="version-0-4-2-2021-01-03">
 <h2>Version 0.4.2 (2021/01/03)<a class="headerlink" href="#version-0-4-2-2021-01-03" title="Permalink to this headline">¶</a></h2>
-<section id="id19">
-<h3>Misc<a class="headerlink" href="#id19" title="Permalink to this headline">¶</a></h3>
+<section id="id21">
+<h3>Misc<a class="headerlink" href="#id21" title="Permalink to this headline">¶</a></h3>
 <p>No new features in this release, only some refactorings before introducing
 new features.</p>
 </section>
 </section>
 <section id="version-0-4-1-2020-12-31">
 <h2>Version 0.4.1 (2020/12/31)<a class="headerlink" href="#version-0-4-1-2020-12-31" title="Permalink to this headline">¶</a></h2>
-<section id="id20">
-<h3>Issues Closed<a class="headerlink" href="#id20" title="Permalink to this headline">¶</a></h3>
-<section id="id21">
-<h4>New Features<a class="headerlink" href="#id21" title="Permalink to this headline">¶</a></h4>
+<section id="id22">
+<h3>Issues Closed<a class="headerlink" href="#id22" title="Permalink to this headline">¶</a></h3>
+<section id="id23">
+<h4>New Features<a class="headerlink" href="#id23" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/57">#57</a> - Use uuid for activities</p></li>
 </ul>
@@ -462,10 +482,10 @@ new features.</p>
 <li><p>It’s now possible to change the tile provider for maps. The default tile server is now <strong>OpenStreetMap</strong>’s standard tile layer (replacing <strong>ThunderForest Outdoors</strong>),
 see <a class="reference external" href="https://samr1.github.io/FitTrackee/installation.html#map-tile-server">Map tile server in documentation</a>.</p></li>
 </ul>
-<section id="id22">
-<h3>Issues Closed<a class="headerlink" href="#id22" title="Permalink to this headline">¶</a></h3>
-<section id="id23">
-<h4>New Features<a class="headerlink" href="#id23" title="Permalink to this headline">¶</a></h4>
+<section id="id24">
+<h3>Issues Closed<a class="headerlink" href="#id24" title="Permalink to this headline">¶</a></h3>
+<section id="id25">
+<h4>New Features<a class="headerlink" href="#id25" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/54">#54</a> - Tile server can be changed</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/53">#53</a> - Simplify FitTrackee installation</p></li>
@@ -481,10 +501,10 @@ see <a class="reference external" href="https://samr1.github.io/FitTrackee/insta
 <li><p>FitTrackee administration is now available (see <a class="reference external" href="https://samr1.github.io/FitTrackee/features.html#administration">documentation</a>)<br />⚠️ Warning: some application parameters move from environment variables to database (see <a class="reference external" href="https://samr1.github.io/FitTrackee/installation.html#environment-variables">installation</a>).</p></li>
 <li><p>in order to send emails, Redis is now a mandatory dependency</p></li>
 </ul>
-<section id="id24">
-<h3>Issues Closed<a class="headerlink" href="#id24" title="Permalink to this headline">¶</a></h3>
-<section id="id25">
-<h4>New Features<a class="headerlink" href="#id25" title="Permalink to this headline">¶</a></h4>
+<section id="id26">
+<h3>Issues Closed<a class="headerlink" href="#id26" title="Permalink to this headline">¶</a></h3>
+<section id="id27">
+<h4>New Features<a class="headerlink" href="#id27" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/50">#50</a> - A user can reset his password</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/17">#17</a> - A user can delete his account</p></li>
@@ -496,8 +516,8 @@ see <a class="reference external" href="https://samr1.github.io/FitTrackee/insta
 </section>
 <section id="version-0-2-5-fix-and-improvements-2020-01-31">
 <h2>Version 0.2.5 - Fix and improvements (2020/01/31)<a class="headerlink" href="#version-0-2-5-fix-and-improvements-2020-01-31" title="Permalink to this headline">¶</a></h2>
-<section id="id26">
-<h3>Misc<a class="headerlink" href="#id26" title="Permalink to this headline">¶</a></h3>
+<section id="id28">
+<h3>Misc<a class="headerlink" href="#id28" title="Permalink to this headline">¶</a></h3>
 <p>This version contains minor fix and improvements on client side:</p>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/commit/4c3fc343d51b9c27d3ebab71df648bcf7d7bae59">4c3fc34</a> - empty user data on logout</p></li>
@@ -510,10 +530,10 @@ add URL interceptors to simplify routes definition</p></li>
 </section>
 <section id="version-0-2-4-minor-fix-2020-01-30">
 <h2>Version 0.2.4 - Minor fix (2020/01/30)<a class="headerlink" href="#version-0-2-4-minor-fix-2020-01-30" title="Permalink to this headline">¶</a></h2>
-<section id="id27">
-<h3>Issues Closed<a class="headerlink" href="#id27" title="Permalink to this headline">¶</a></h3>
-<section id="id28">
-<h4>Bugs Fixed<a class="headerlink" href="#id28" title="Permalink to this headline">¶</a></h4>
+<section id="id29">
+<h3>Issues Closed<a class="headerlink" href="#id29" title="Permalink to this headline">¶</a></h3>
+<section id="id30">
+<h4>Bugs Fixed<a class="headerlink" href="#id30" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/47">#47</a> - timezone drop-down is not displayed correctly</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/46">#46</a> - calendar cannot display more than 5 or 6 activities on the same day</p></li>
@@ -524,17 +544,17 @@ add URL interceptors to simplify routes definition</p></li>
 </section>
 <section id="version-0-2-3-fittrackee-available-in-french-2019-12-29">
 <h2>Version 0.2.3 - FitTrackee available in French (2019/12/29)<a class="headerlink" href="#version-0-2-3-fittrackee-available-in-french-2019-12-29" title="Permalink to this headline">¶</a></h2>
-<section id="id29">
-<h3>Issues Closed<a class="headerlink" href="#id29" title="Permalink to this headline">¶</a></h3>
-<section id="id30">
-<h4>New Features<a class="headerlink" href="#id30" title="Permalink to this headline">¶</a></h4>
+<section id="id31">
+<h3>Issues Closed<a class="headerlink" href="#id31" title="Permalink to this headline">¶</a></h3>
+<section id="id32">
+<h4>New Features<a class="headerlink" href="#id32" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/43">#43</a> - Display weekend days with a different background color on calendar</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/40">#40</a> - Localize FitTrackee (i18n)</p></li>
 </ul>
 </section>
-<section id="id31">
-<h4>Bugs Fixed<a class="headerlink" href="#id31" title="Permalink to this headline">¶</a></h4>
+<section id="id33">
+<h4>Bugs Fixed<a class="headerlink" href="#id33" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/44">#44</a> - Cannot edit an activity that does not have a gpx file</p></li>
 </ul>
@@ -544,10 +564,10 @@ add URL interceptors to simplify routes definition</p></li>
 </section>
 <section id="version-0-2-2-statistics-fix-2019-09-23">
 <h2>Version 0.2.2 - Statistics fix (2019/09/23)<a class="headerlink" href="#version-0-2-2-statistics-fix-2019-09-23" title="Permalink to this headline">¶</a></h2>
-<section id="id32">
-<h3>Issues Closed<a class="headerlink" href="#id32" title="Permalink to this headline">¶</a></h3>
-<section id="id33">
-<h4>Bugs Fixed<a class="headerlink" href="#id33" title="Permalink to this headline">¶</a></h4>
+<section id="id34">
+<h3>Issues Closed<a class="headerlink" href="#id34" title="Permalink to this headline">¶</a></h3>
+<section id="id35">
+<h4>Bugs Fixed<a class="headerlink" href="#id35" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/41">#41</a> - User statistics are incorrect</p></li>
 </ul>
@@ -557,10 +577,10 @@ add URL interceptors to simplify routes definition</p></li>
 </section>
 <section id="version-0-2-1-fix-and-improvements-2019-09-01">
 <h2>Version 0.2.1 - Fix and improvements (2019/09/01)<a class="headerlink" href="#version-0-2-1-fix-and-improvements-2019-09-01" title="Permalink to this headline">¶</a></h2>
-<section id="id34">
-<h3>Issues Closed<a class="headerlink" href="#id34" title="Permalink to this headline">¶</a></h3>
-<section id="id35">
-<h4>New Features<a class="headerlink" href="#id35" title="Permalink to this headline">¶</a></h4>
+<section id="id36">
+<h3>Issues Closed<a class="headerlink" href="#id36" title="Permalink to this headline">¶</a></h3>
+<section id="id37">
+<h4>New Features<a class="headerlink" href="#id37" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/4">#4</a> - Show points on the map when mouse over the chart</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/14">#14</a> - Display segments informations</p></li>
@@ -571,15 +591,15 @@ add URL interceptors to simplify routes definition</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/37">#37</a> - Display map on activities list</p></li>
 </ul>
 </section>
-<section id="id36">
-<h4>Bugs Fixed<a class="headerlink" href="#id36" title="Permalink to this headline">¶</a></h4>
+<section id="id38">
+<h4>Bugs Fixed<a class="headerlink" href="#id38" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/34">#34</a> - Weather is not displayed anymore</p></li>
 </ul>
 </section>
 </section>
-<section id="id37">
-<h3>Misc<a class="headerlink" href="#id37" title="Permalink to this headline">¶</a></h3>
+<section id="id39">
+<h3>Misc<a class="headerlink" href="#id39" title="Permalink to this headline">¶</a></h3>
 <ul class="simple">
 <li><p><strong><a class="reference external" href="https://poetry.eustace.io/">Poetry</a></strong> replaces <strong><a class="reference external" href="https://docs.pipenv.org">pipenv</a></strong> for Python packages management</p></li>
 </ul>
@@ -588,17 +608,17 @@ add URL interceptors to simplify routes definition</p></li>
 </section>
 <section id="version-0-2-0-statistics-2019-07-07">
 <h2>Version 0.2.0 - Statistics (2019/07/07)<a class="headerlink" href="#version-0-2-0-statistics-2019-07-07" title="Permalink to this headline">¶</a></h2>
-<section id="id38">
-<h3>Issues Closed<a class="headerlink" href="#id38" title="Permalink to this headline">¶</a></h3>
-<section id="id39">
-<h4>New Features<a class="headerlink" href="#id39" title="Permalink to this headline">¶</a></h4>
+<section id="id40">
+<h3>Issues Closed<a class="headerlink" href="#id40" title="Permalink to this headline">¶</a></h3>
+<section id="id41">
+<h4>New Features<a class="headerlink" href="#id41" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/Fittrackee/issues/13">#13</a> - Detailed statistics</p></li>
 </ul>
 </section>
 </section>
-<section id="id40">
-<h3>Misc<a class="headerlink" href="#id40" title="Permalink to this headline">¶</a></h3>
+<section id="id42">
+<h3>Misc<a class="headerlink" href="#id42" title="Permalink to this headline">¶</a></h3>
 <ul class="simple">
 <li><p>Update dependencies</p></li>
 </ul>
@@ -607,17 +627,17 @@ add URL interceptors to simplify routes definition</p></li>
 </section>
 <section id="version-0-1-1-fix-and-improvements-2019-02-07">
 <h2>Version 0.1.1 - Fix and improvements (2019/02/07)<a class="headerlink" href="#version-0-1-1-fix-and-improvements-2019-02-07" title="Permalink to this headline">¶</a></h2>
-<section id="id41">
-<h3>Issues Closed<a class="headerlink" href="#id41" title="Permalink to this headline">¶</a></h3>
-<section id="id42">
-<h4>New Features<a class="headerlink" href="#id42" title="Permalink to this headline">¶</a></h4>
+<section id="id43">
+<h3>Issues Closed<a class="headerlink" href="#id43" title="Permalink to this headline">¶</a></h3>
+<section id="id44">
+<h4>New Features<a class="headerlink" href="#id44" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/25">#25</a> - Display records on calendar</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/22">#22</a> - Add a total on current month statistics</p></li>
 </ul>
 </section>
-<section id="id43">
-<h4>Bugs Fixed<a class="headerlink" href="#id43" title="Permalink to this headline">¶</a></h4>
+<section id="id45">
+<h4>Bugs Fixed<a class="headerlink" href="#id45" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/31">#31</a> - Use moving duration for stats</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/29">#29</a> - Pause duration calculation with segments</p></li>
@@ -666,10 +686,10 @@ add URL interceptors to simplify routes definition</p></li>
 <li><p>no administration for now</p></li>
 </ul>
 <p>➡️ more informations: see <a class="reference external" href="https://samr1.github.io/FitTrackee/">documentation</a>  and <a class="reference external" href="https://github.com/SamR1/FitTrackee/issues">current issues</a></p>
-<section id="id44">
-<h3>Issues Closed<a class="headerlink" href="#id44" title="Permalink to this headline">¶</a></h3>
-<section id="id45">
-<h4>New Features<a class="headerlink" href="#id45" title="Permalink to this headline">¶</a></h4>
+<section id="id46">
+<h3>Issues Closed<a class="headerlink" href="#id46" title="Permalink to this headline">¶</a></h3>
+<section id="id47">
+<h4>New Features<a class="headerlink" href="#id47" title="Permalink to this headline">¶</a></h4>
 <ul class="simple">
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/11">#11</a> - Timezone support</p></li>
 <li><p><a class="reference external" href="https://github.com/SamR1/FitTrackee/issues/10">#10</a> - Add a note to an activity</p></li>
diff --git a/docs/features.html b/docs/features.html
index 73244600..e696b01d 100644
--- a/docs/features.html
+++ b/docs/features.html
@@ -240,7 +240,18 @@
 <li><p>Workout creation by uploading a gpx file (related data are stored in database with metric system). A workout can even be created without gpx (the user must enter date, time, duration and distance).</p></li>
 <li><p>A workout with a gpx file can be displayed with map, weather (if the DarkSky API key is provided) and charts (speed and elevation). Segments can be displayed.</p></li>
 <li><p>Workout edition and deletion. User can add a note.</p></li>
-<li><p>User statistics</p></li>
+<li><dl class="simple">
+<dt>User statistics, by time period (week, month, year) and sport:</dt><dd><ul>
+<li><p>total distance</p></li>
+<li><p>total duration</p></li>
+<li><p>total workouts</p></li>
+<li><p>total ascent  (<strong>new in 0.5.0</strong>)</p></li>
+<li><p>total descent  (<strong>new in 0.5.0</strong>)</p></li>
+<li><p>average speed  (<strong>new in 0.5.1</strong>)</p></li>
+</ul>
+</dd>
+</dl>
+</li>
 <li><dl class="simple">
 <dt>User records by sports:</dt><dd><ul>
 <li><p>average speed</p></li>
diff --git a/docs/index.html b/docs/index.html
index 04cc6c66..beb3c1c2 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -185,6 +185,7 @@ Map</a>.</div>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="changelog.html">Change log</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#version-0-5-1-unreleased">Version 0.5.1 (unreleased)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="changelog.html#version-0-5-0-2021-11-14">Version 0.5.0 (2021/11/14)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="changelog.html#version-0-4-9-2021-07-16">Version 0.4.9 (2021/07/16)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="changelog.html#version-0-4-8-2021-07-03">Version 0.4.8 (2021/07/03)</a></li>
diff --git a/docs/searchindex.js b/docs/searchindex.js
index d056739c..b052aadf 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/docsrc/source/_images/fittrackee_screenshot-04.png b/docsrc/source/_images/fittrackee_screenshot-04.png
index 790f240f..308c5d5f 100644
Binary files a/docsrc/source/_images/fittrackee_screenshot-04.png and b/docsrc/source/_images/fittrackee_screenshot-04.png differ
diff --git a/docsrc/source/features.rst b/docsrc/source/features.rst
index 6bb7e18c..883d404e 100644
--- a/docsrc/source/features.rst
+++ b/docsrc/source/features.rst
@@ -76,7 +76,13 @@ Workouts
 - Workout creation by uploading a gpx file (related data are stored in database with metric system). A workout can even be created without gpx (the user must enter date, time, duration and distance).
 - A workout with a gpx file can be displayed with map, weather (if the DarkSky API key is provided) and charts (speed and elevation). Segments can be displayed.
 - Workout edition and deletion. User can add a note.
-- User statistics
+- User statistics, by time period (week, month, year) and sport:
+    - total distance
+    - total duration
+    - total workouts
+    - total ascent  (**new in 0.5.0**)
+    - total descent  (**new in 0.5.0**)
+    - average speed  (**new in 0.5.1**)
 - User records by sports:
     - average speed
     - farest distance