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