diff --git a/Docs/Stats.md b/Docs/Stats.md
index 8604513..e540a0b 100644
--- a/Docs/Stats.md
+++ b/Docs/Stats.md
@@ -1,30 +1,31 @@
 Statistics
 ==========
 
-There are some fancy statistics available about MapComplete use. You can find all the stats (and the scripts to generate them) [here](Tools/) 
+There are some fancy statistics available about MapComplete use. You can find all the stats (and the scripts to generate them) [](Tools/) 
 
 All Time usage
 --------------
 
-![Cumulative contributors](Tools/CumulativeContributors.png]
-![Cumulative changesets per contributor](Tools/Cumulative changesets per contributor.png)
+![](Tools/CumulativeContributors.png)
+![](Tools/Cumulative%20changesets%20per%20contributor.png)
 
 Note: in 2020, MapComplete would still make one changeset per answered question. This heavily skews the below graphs towards `buurtnatuur` and `cyclofìx`, two heavily used themes at the beginning.
-![Cumulative changesets per theme](Tools/Cumulative changesets per theme.png)
-![Theme distribution](Tools/Theme distribution.png)
+
+![](Tools/Cumulative%20changesets%20per%20theme.png)
+![](Tools/Theme%20distribution.png)
 
 2020
 ----
 
-![Cumultive contributors](Tools/CumulativeContributors in 2020.png)
-![Cumulative changesets per contributor](Tools/Cumulative changesets per contributor in 2020.png)
-![Cumulative changesets per theme](Tools/Cumulative changesets per theme in 2020.png)
-![Theme distribution](Tools/Theme distribution in 2020.png)
+![](Tools/CumulativeContributors%20in%202020.png)
+![](Tools/Cumulative%20changesets%20per%20contributor%20in%202020.png)
+![](Tools/Cumulative%20changesets%20per%20theme%20in%202020.png)
+![](Tools/Theme%20distribution%20in%202020.png)
 
 2021
 ----
 
-![Cumultive contributors](Tools/CumulativeContributors in 2021.png)
-![Cumulative changesets per contributor](Tools/Cumulative changesets per contributor in 2021.png)
-![Cumulative changesets per theme](Tools/Cumulative changesets per theme in 2021.png)
-![Theme distribution](Tools/Theme distribution in 2021.png)
+![](Tools/CumulativeContributors%20in%202021.png)
+![](Tools/Cumulative%20changesets%20per%20contributor%20in%202021.png)
+![](Tools/Cumulative%20changesets%20per%20theme%20in%202021.png)
+![](Tools/Theme%20distribution%20in%202021.png)