The distributed nature of Bitcoin has spurred a growing interest in mining techniques. Big data analytics is emerging as a effective tool for Bitcoin miners to maximize their operations. By processing vast amounts of historical data, miners can locate profitable mining approaches. This requires algorithms that can predict Bitcoin price fluctuations