Today Social Media plays an important role in our life. Some popular social media platform such as Facebook, Twitter etc. Using these we can be connected with each other. We Create and share the Events on social media. Events such as Earthquake, conference, News, Weather news. To detect and identify the specific event from a group of the event is the crucial task. Traditional methods are not efficient for the detecting events and it requires more human intervention and having less accuracy. Our Aim is to detect and identify the events with less human intervention and higher the accuracy using LDA, HITS method.