Jmagz also include twitter widget with the themes. you can easily include your twitter feed into your website widget.
To setup Twitter widget, you will first need to setup twitter API right here : https://apps.twitter.com/. and click Create new Apps. You will need to fill all required input.
After finishing creating API, go to Keys and access token.
Enter all information needed on Jegtheme Twitter Widget using information from this page.