Exploring the relationship between the happiness (Happiness Score) of countries against their health (Life Expectancy) and wealth (GDP per capita).
Using a survey of 158 out of 195 countries in 2015, we focus on whether health and wealth affect the happiness of citizens in a country, and if so, explore the direction and strength of their correlation. We identify trends and outliers without delving into the social/political/economical causes for them.
Overview:
- Scatterplot:
- Visualize the relationship between happiness and wealth.
- Explore seaborn, matplotlib, plotly.express libraries.
- Add dimensions to data using color and size of circle.
- GeoSpatial Graphs:
- Analyze the geographical relationships using folium choropleth maps
- Examine map styles: cartodb positron, Stamen Watercolor, Stamen Toner, Stamen Terrain
- Waffle Charts:
- Answer the question "How happy is the world?" using Waffle from pywaffle library
- Experiments:
- Investigate different division of data and its corresponding visualization
- Explore features of the Waffle library, such as icons
