diff --git a/README.md b/README.md
index 3ce3b0a..020e635 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 This repo contains an official python library that is used to connect to the both the Bitfinex api and the Honey Frameworks data-server. The library communicates with these servers using both websocket connection and a REST interface.
 
 ## `bfxapi.LiveWebsocket`
-The websocket exposes a collection of events that are triggered when certain data is received. Here is a full list of available events:
+The websocket exposes a collection of events that are triggered when certain data is received. When subscribing to an event you are able to pass either a standard function or an asyncio co-routine Here is a full list of available events:
 
 - `all`: listen for all messages coming through
 - `connected:` called when a connection is made
@@ -90,3 +90,7 @@ then = now - (1000 * 60 * 60 * 24 * 2) # 2 days ago
 ws.run(then, now)
 
 ```
+
+
+## Please see examples folder
+There you will be able to find working scripts that submit orders, establish a connect and run backtests.
diff --git a/bfxapi/examples/run_backtest.py b/bfxapi/examples/run_backtest.py
index 02319a1..7f9883e 100644
--- a/bfxapi/examples/run_backtest.py
+++ b/bfxapi/examples/run_backtest.py
@@ -4,6 +4,13 @@ sys.path.append('../')
 
 from bfxapi.websockets.DataServerWebsocket import DataServerWebsocket
 
+'''
+This script requires you to run an instance of the bfx-hf-data-server on 
+port 8899. For more info on how to setup the data-server please visit:
+https://github.com/bitfinexcom/bfx-hf-data-server
+'''
+
+
 ws = DataServerWebsocket(
   symbol='tBTCUSD',
   host='ws://localhost:8899'