Human pursuit of comfort through industrializationand resource consumption leads to significant CO2 emissions,harming the planet and health. This study explores how differ-ent countries generate CO2 and compares their environmentalimpact. Using World Bank data, the research analyzes varioussources like fuel types and industries, addresses data cleaning formissing values, and examines the relationship between emissionsand factors like GDP and population.