Entrepreneurs need various types of data, including market research, customer analytics, financial data, and operational metrics. Market research data helps in understanding industry trends and consumer behavior. Customer analytics provide insights into buying patterns and preferences. Financial data is essential for budgeting and forecasting, while operational metrics assist in streamlining processes and improving efficiency.