The data collection for entrepreneurship project was completed in June 2019. To measure entrepreneurial activity, annual data was collected directly from 155 company registrars on the number of newly registered firms. Data was also collected on female entrepreneurship over the past five years in order to measure gender gaps between men and women who start or operate a company.