The distributed nature of Bitcoin has spurred a increasing interest in mining techniques. Big data analytics is emerging as a powerful tool for Bitcoin miners to maximize their procedures. By processing vast amounts of market data, miners can identify profitable mining opportunities. This involves models that can forecast Bitcoin price fluctuations