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To calculate this effectively across multiple blockchains, you should follow these steps:
  1. Group and Sum: For each blockchain, sum the amount_usd per user_address.
  2. Sort: Sort the users by their total claim amount in ascending order.
  3. Calculate: Use the Gini formula.
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Insights you can gain

By comparing Gini coefficients across chains (e.g., Base vs. Arbitrum vs. Worldchain), you can identify:
  • **Chain maturity: **More mature chains might have a higher Gini due to established whales.
  • **Incentive design: **Some chains might have “capped” incentives or “boosts” for smaller users, which would result in a lower Gini.
  • **Bot activity: **Extremely low Gini coefficients on certain chains might actually signal highly organized bot farms that claim identical amounts across thousands of wallets.