The peer-to-peer nature of Bitcoin has spurred a booming interest in mining techniques. Big data analytics is emerging as a robust tool for Bitcoin miners to enhance their procedures. By processing vast amounts of transactional data, miners can discover profitable mining approaches. This requires models that can forecast Bitcoin price fluctuations,