diff --git a/README.md b/README.md
index 6a339c8..5487793 100644
--- a/README.md
+++ b/README.md
@@ -1,11 +1,11 @@
 ## nexus[Q]
 
-It's a project utilizing the websocket capibities of Kdb by a browser for getting the Kdb data in JSON format and displaying the relationship/network using the d3.js.
+A project utilizing the WebSocket capabilities of Kdb by the browser for getting the Kdb data in JSON format and displaying the relationship/network using the d3.js.
 
 ## d3.js
 
-[D3.js](https://d3js.org/) (D3 or Data-Driven Documents) is a javascript library for producing dymanic and interratiive data visualizations using the full capibalities of modern powerful browsers.
-It is used widely on websites across the world for displaying the data in interative graphical components.
+[D3.js](https://d3js.org/) (D3 or Data-Driven Documents) is a javascript library for producing dynamic and interactive data visualizations using the full capabilities of modern powerful browsers.
+It is used widely on websites across the world for displaying the data in interactive graphical components.
 
 ## Sample
 
@@ -14,14 +14,14 @@ It is used widely on websites across the world for displaying the data in intera
 
 ## Features 
 * Color coding of nodes based on groups
-* Drag and stick the nodes on canvas
+* Drag and stick the nodes on the canvas
 * Double-click to release the sticky nodes
 * Auto adjusting network contained within the canvas area
 
 ## Todo
 * Color coding of links
 * Sizing of nodes based on the weights
-* Dynamicaly update the network
+* Dynamically update the network
 * Add icon support to the nodes
 * Add persistent and broken links feature