On-chain analytics refers to the process of examining and interpreting data that is recorded on a blockchain. It involves analyzing transaction histories, wallet addresses, token movements, and smart contract interactions to gain insights into user behavior, market trends, network health, and potential security risks. This type of analysis is often used by investors, developers, and regulators to increase transparency, detect fraud, and make data-driven decisions in the cryptocurrency and blockchain ecosystems.