This map allows viewers to explore different countries' rankings from the Index of risk management. Both natural disaster risk and socioeconomic vulnerability rankings are included.
This database provides information regarding each country's public expenditures on education throughout the years. With this data, we were able to search for any possible correlations between spending on education and test performance.
This is a visualization of data from the Index for Risk Management that displays socioeconomic vulnerability rankings and percentages for the bottom 5 performing countries in 4th-grade science.
This database provides statistics of academic performances in 4th-grade science per country. We used it as an academic reflection for the countries we analyzed so we could draw correlations between academic performance and expenditures.