While data analytics has increasingly embraced AI, Big Data, and LLMs in recent years, this article focuses on practical, accessible approaches for small business owners. It outlines how simple tools like ledgers and notes can improve business decisions through straightforward analytical methods including time trend analysis and basic predictive techniques.