Conclusion And Key Findings:

**After analyzing the behavior and interactions of candidates in the NEAR ecosystem, some important findings have emerged. Transactional concentration has varied over time, suggesting different levels of involvement. Candidates' financial engagement is evident from their spending and fee payment patterns, indicating their commitment to the ecosystem's development.** **The candidates' wallets contain a diverse array of tokens, with wNear and USDT.e being frequently swapped. This information is crucial for understanding their preferences and strategic choices in the ecosystem. NFT interactions reveal an interest in digital art and collectibles, with Paras and Zomland being popular choices.** **Candidates' participation in NEAR ecosystem projects is categorized by project type, with significant involvement in gaming and defi. This demonstrates their alignment with innovative and emerging sectors, which can inform the development of strategic initiatives within the NEAR Digital Collective.** **The analysis also sheds light on candidates' use of bridges and centralized exchanges (CEXs). Few candidates use bridges, suggesting a preference for other forms of engagement and transaction facilitation. Additionally, their minimal engagement with CEXs emphasizes their focus on ecosystem-related activities and decentralized platforms.** **In conclusion, analyzing this data helps us develop a thriving NEAR ecosystem and select suitable candidates for the NDC Elections.**

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