The distributed nature of Bitcoin has spurred a increasing interest in mining techniques. Big data analytics is emerging as a effective tool for Bitcoin miners to enhance their operations. By processing vast amounts of market data, miners can identify profitable mining strategies. This involves algorithms that can estimate Bitcoin price fluctuation