With the recent outbreak of networking site over the internet, Twitter plays the major role among them. The features of the twitter that attracts the user is its real time nature and wide exploration over the events. Tweet is a short message that is post by a user to share its views or an activity that occurs in the real world. Summarization is a method to brief the document with important information only. As the twitter data is growing exponentially, we tried to summarize it and present it in an efficient way. Our system is related to three topics- first is traffic related tweets, second is cricket related tweets and last is Jaipur daily news.