The decentralized nature of Bitcoin has spurred a increasing interest in mining techniques. Big data analytics is emerging as a powerful tool for Bitcoin miners to enhance their workflows. By processing vast amounts of historical data, miners can locate profitable mining strategies. This demands models that can predict Bitcoin price fluctuations, m