The objective of this analysis is to identify and understand the key factors that influence life expectancy across different countries. By examining a dataset containing life expectancy values alongside various public health, demographic, and economic variables, we aim to uncover patterns and relationships that contribute to differences in life expectancy globally. This analysis seeks to provide insights that can guide policy-making and public health initiatives aimed at improving life expectancy worldwide.