This is a project that uses the WHI_Inflation dataset from kaggle. We are going to explore the data through different visualizations to better understand and analyze the data. The following is the layout: -World map: Geographical mapping with color intensity of countries based on their average happiness rank. -Scatter plot: Shows the economical and political factors that impact the happiness score. We plotted three variables, perceptions of corruption, GDP deflator growth rate, inflation rate. -Pie Chart: Average generosity of the continents based on the level of freedom they have to make choices. -Box Plot: Shows distribution of happiness scores between the different continents. -Statistical Analysis - 5 number summary to show distribution of happiness scores between continents.