A statistical analysis examining the relationship between socioeconomic and health indicators and life expectancy across countries. Using World Bank data, a multiple linear regression model identifies significant predictors of life expectancy, including GDP per capita, under-5 mortality, HIV prevalence, and anemia prevalence. The report includes model diagnostics, visualizations, and interpretation of results.