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 enhance their operations. By analyzing vast amounts of market data, miners can locate profitable mining approaches. This requires models that can predict Bitcoin price fluctuations, hashra