The distributed nature of Bitcoin has spurred a booming interest in mining techniques. Big data analytics is emerging as a powerful tool for Bitcoin miners to enhance their workflows. By interpreting vast amounts of transactional data, miners can locate profitable mining strategies. This requires models that can forecast Bitcoin price fluctuations,