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Index for Risk Management
We looked specifically at the rankings of natural disaster risks as well as socioeconomic vulnerability per top and bottom-performing countries in 4th-grade science.
Expenditure Per Capita
This infographic is a scatterplot of TIMSS 2019 data and expenditure per capita. The line of best fit helps display the correlation between the two.
Expenditure Data Per Capita
This database provides information on the expenditures and GDPs per capita of each country. Using this database, we were able to draw correlations between expenditures of a country and their test scores in 4th-grade science.
Calculated Expenditure per Capita (With Percentiles)
This is a visualization of the TIMSS percentiles and expenditure per capita.
A Textual Analysis of the Singapore Ministry of Education Mission Page
A visualization of the frequencies of certain words that appear on the Singapore Ministry of Education Mission Page.
A Textual Analysis of the Philippines Department of Education Mission Page
A visualization of the frequencies of certain words that appear on the Philippines Department of Education Mission Page.