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 operations. By analyzing vast amounts of historical data, miners can discover profitable mining approaches. This requires techniques that can predict Bitcoin price fluctuations,