Next step, Twitter Tools has been installed on this blog. Somehow one issue was remaining: to show recent tweets inside blog. This appeared to be solved when changing settings.
Strange though that at first, when I saved these settings, my browser (Firefox) hanged. Had to restart browser.
I also overlooked at first to fill in the plug-in for bit.ly, which can be set when changing settings Twitter Tools.