In this study we explore the interaction between land, atmosphere and ocean and understand how they affect the intensity of extreme weather events such as cold waves, storms, floods and heat waves from the important parameters such as temperature, precipitation, wind speed, local pressure, sea level pressure, relative humidity, and dew point temperature. Our results show that when temperature drops (below 0°C), there is an increase in relative humidity and precipitation, which disturbs the cold weather conditions. A positive correlation was found between wind speed and local pressure, indicating stormy conditions. Our overall study has an implication towards the threat of climate change and extreme weather events to develop the strategies to deal with these changes.