The purpose of this research is to analyze player behavior in online casinos, focusing on their deposits, withdrawals, and withdrawal thresholds. Using data from historical gaming sessions, we examined whether specific patterns exist in player behavior related to their financial transactions. We found that players often follow certain target amounts, which they reach before making a withdrawal, a concept we have termed withdrawal thresholds. The analysis showed that these thresholds are not random and can potentially be associated with specific metrics, such as the size of the last deposit, average past deposit values, etc. Understanding these patterns can help improve the marketing strategies of online casinos and contribute to better management of gaming platforms. The research provides insight into players’ financial behavior and opens up possibilities for further studies on optimizing user experience in online gambling.
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