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 optimize their operations. By analyzing vast amounts of historical data, miners can identify profitable mining opportunities. This demands models that can estimate Bitcoin price fluctuati