World Happiness Report - Visualization

The World Happiness Report gauges how happy people are around the world. It does this by looking at two things: what people say about their own lives in surveys, and hard data about their countries' economies and social structures. Combining these perspectives helps explain why happiness levels differ from one nation to another.

This visual analysis explores the most significant relationships among the observed factors, translating complex data into clear insights. By examining these connections, the analysis not only clarifies the dynamics underlying these years' condition but also provides a foundation for mindful living and strategic decision-making.

Electric Vehicles Population of Washington State (USA)

This dashboard offers a clear, interactive look at the electric vehicle landscape across Washington State. An overview map immediately shows you where EV adoption is strongest, highlighting the geographic trends and hotspots of electric mobility.

The data deconstructs beyond the map to reveal which automakers and particular models are most prevalent in various cities. You can learn more about the current state of battery technology and market diversity by examining other visuals that compare the average driving range by brand.

This dashboard offers a clear basis for comprehending the EV shift by utilizing data that is publicly accessible on Data.gov. It is intended to help researchers, sustainability experts, and urban planners make well-informed decisions.

Earnings of Labour Market Eurostats

This dashboard presents a comparative analysis of household net earnings, allowances, and social security contributions across European nations and household profiles, using data sourced from Eurostat.

The first section examines national distributions, highlighting disparities in income structures and the relative weight of social contributions and family allowances.
Countries such as Switzerland, Luxembourg, and Norway consistently lead in average earnings, while Eastern European nations show lower but steadily rising income levels.

The visual trends suggest that while overall earnings have grown steadily, the pace and distribution of that growth vary widely between nations. Peaks in tax change rates around 2010 and 2019 point to key moments of policy or economic adjustment, yet most household types follow similar trajectories, showing a shared response to broader fiscal environments.

World Development - Interactive Dashboard

This interactive dashboard was built in Python using the Panel library. It connects directly to the World Bank Data APIs, retrieving information in real time. The interface includes three charts and a choropleth map that together highlight key economic and environmental indicators.

The charts track how these indicators evolve over time, while the map gives a broad global snapshot. A sidebar menu lets users choose the nation, indicator, and year they want to explore. At the bottom of the sidebar, there’s a brief glossary explaining the main terms used across the dashboard.

To view and interact with the dashboard, please click the button below.