This analysis explores the relationship between GDP per capita and productivity per worker in top-performing countries using data from the PennWorld Table. By visualizing and analyzing this data, we observe that high GDP does not always correlate with high productivity. The study includes a scatter plot and correlation analysis to identify trends, followed by policy recommendations on improving productivity through education, technology, and infrastructure investment.