World Universities Rankings by Country

Small personal dataviz project aimed at visualizing and exploring world university rankings from a country-level perspective. Open the project’s page Questions: Which countries’ universities are ranked the best? How countries’ universities ranks distributions were changed across different years? Tools Used: Python (pandas) for data preprocessing; R (ggplot2 + RMarkdown) for visualization and presentation. Data Sources: Times Higher Education World University Rankings QS World University Rankings Academic Ranking of World Universities Raw data and prepared dataset are available in the repository’s data_raw and dataset folders accordingly....

November 1, 2021