An increase in users has been observed on Twitter, establishing itself as a platform for public discussions and the sharing of news and event-related information. Twitter offers the service of geotagging tweets to increase situational awareness of a tweet in relation to an event. Geo-tag services are used in determining the location of tweets becomes crucial for purposes like invitations for local events or issuing warnings or alerts in the case of natural disasters.