Analyzing the on-chain behavior of airdrop participants in relation to the project's ecosystem contribution involves examining their activities post-airdrop. This includes staking, governance participation, and interactions within the project's ecosystem. For instance, participants who actively stake tokens or participate in governance votes are more likely to contribute positively to the ecosystem. Tools like Dune Analytics can provide insights into these behaviors, helping the project team understand and reward active contributors.