With the aid of Google Ngram Viewer，using word frequency and semantic mining，we analysis on the information of social media from the five dimensions of the theory of PERMA，which include positive emotions，the degree of involvement，relationship，significance and achievement. Generally speaking，There are more positive words which represent positive emotions than negative words in social information，people have positive attitude on the issue of social satisfaction and happiness.