The distributed 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 workflows. By analyzing vast amounts of historical data, miners can identify profitable mining strategies. This requires models that can predict Bitcoin price fluctuations, hashra