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In order to provide players with a more secure and engaging gambling environment, responsible gambling policies are essential. These measurements' efficiency can be considerably increased by utilizing data analysis. Data analysis enables operators to proactively intervene when players display indicators of problem gambling by identifying patterns of risky conduct. Data can identify early warning signs of possible problems by monitoring and analyzing player behavior, allowing for tailored treatments and support systems.