In the present effort, we present a knowledge tier platform to collect information from cities in a form of graphs. This platform enables people to share the information of the area where they live allowing them to inform about pollution, crime levels, traffic jams, streets topology, commerces, markets, etc. The main objective is to provide information, stored in Elastic about a city to find spatio-Temporal patterns using Graph Mining techniques based on Apache Spark GraphX.