The distributed nature of Bitcoin has spurred a growing interest in mining techniques. Big data analytics is emerging as a powerful tool for Bitcoin miners to maximize their workflows. By analyzing vast amounts of historical data, miners can identify profitable mining strategies. This requires models that can predict Bitcoin price fluctuations, has