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 optimize their procedures. By analyzing vast amounts of historical data, miners can locate profitable mining approaches. This requires techniques that can forecast Bitcoin price fluctuations,