Using the computer to analyze a large-scale textual data from Tweeter and various Blog web sites over the period of 2007 2012, we study the differences of turmoils, which happen to Algeria, Bahrain, Egypt, Libya, Syria, Tunisia, and Yemen. We present visualizations serve as a tool to compare different countries of Arab spring, and to study them in chronological order to track the use of sentime...