diff --git a/README.md b/README.md
index 97d4304..432585b 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,9 @@
 # Examples
 
-This repository is (new) and will be hosting all the great examples that Scaleout provides its users for FEDn and STACKn.
+This repository is (new) and will be hosting all examples that Scaleout provides for FEDn and STACKn.
 
 Please read the README in each respective example for more information!
 
-
 ## Starting a native client
 If you want to start a native client there is a very quick way to get started!
 
@@ -26,21 +25,22 @@ $ cd "mnist-keras"  #for example!
 ```
 
 4. Setup dependencies for the specific example
-FEDn is framework agnostic but the examples each require whatever framework you see fit to use! And hence some dependencies are required. Install them by the following command:
+FEDn is framework agnostic, but each example requires an environment with the frameworks used for that project. Install the needed dependencies using the following command:
 ```bash
 $ pip install -r requirements.txt
 ``` 
 
-5. Get the client config for your federation!
-a) Start a reducer and combiner and base services by reading instructions in `https://github.com/scaleoutsystems/fedn.git/ or navigate to your pre-setup federation page (for example Scaleout Studio!)
+5. Get the client config for your federation.
+  a) Start a FEDn network with a reducer, combiner and base services by following the instructions `https://github.com/scaleoutsystems/fedn.git/, or 
+  b) Navigate to a pre-setup federation page (for example Scaleout Studio)
 
-6. Download the file and place it in the example folder of choice (replacing the existing client.yaml)
+6. Download the network configuration file from the "Network" view in the FEDn UI, then place it in the example folder of choice (replacing the existing client.yaml)
 
 7. Start the client!
 ```bash
 $ fedn run client -in client.yaml
 ```
-8. Observe the federation structure have a new client associated using the _Network_ Monitor page in FEDn.
+8. Observe the federation structure displaying a new client associated on the _Network_ page in FEDn.
 
 9. From here you can monitor, instruct and direct your federation.
 (minimum requirement 1 client for examples).