diff --git a/README.md b/README.md
index 26b3ebf93fbc2cb780ba2fdac0f361c8b9563e58..6a7b7fea2fd45687ee5c053db2fcbf50595b31aa 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ You are free to use this code, but no warranty whatsoever is given.
 ## Installation
 
 
-To install/upgrade the package, run the command below. It is assumed that you have git and pip installed on your system.
+To install/ upgrade the package, run the command below. It is assumed that you have git and pip installed on your system.
 
 ```bash
 pip install git+https://gitlab01.esss.lu.se/ess-bp/ess-python-tools.git -U --user
@@ -21,7 +21,7 @@ The argument `-U` implies you should upgrade if you have already installed this
 
 ## Usage
 
-Here we will briefly explain how to use the library.
+Here we will briefly explain how to use the library. Please also see the [Online Documentation](https://ess-bp.pages.esss.lu.se/ess-python-tools).
 
 ### lib\_tw