The Internet of Things (IoT) helps to analyze and display real-time data from sensors, devices, and other social media timelines. This IoT follows a hidden pattern and trend to achieve the desired data by applying spatiotemporal analytics that utilize distributed computing. The pattern followed includes Ingestion, analysis , storage, visualization, dissemination and actuation of the driven data. The streamlined data acquired helps gain situational awareness, the real-time monitoring & big data analysis aids in right decision making at the right time.