By the email from xiao Gen, I got to know this nice IDE for R, R-Studio. IDE is short for Integrated development environment, which in my eyes is another cool way to say Editor.
I just download it and begin to try this new tool. It works well and looks nice so far. So I will join xiao Gen, recommending it.
