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Blockchain technology, which offers a decentralized, immutable ledger for documenting all gambling-related transactions and activities, is essential for transparent gambling analysis. Every bet, result, and payout is securely recorded using blockchain in a transparent manner that is accessible to all players. Since it becomes very difficult to falsify or alter data without network consensus, this transparency ensures fair play.