Now in its 12th year, the GSER provides insights into the world’s leading startup ecosystems, emerging trends, and key challenges facing entrepreneurs. It is based on extensive research and analysis of data from 4.5 million startups across 300 global ecosystems and over a decade of independent research and providing policy advice to more than 160 economic and innovation ministries and public/private agencies in over 55 countries.