The distributed nature of Bitcoin has spurred a increasing interest in mining techniques. Big data analytics is emerging as a robust tool for Bitcoin miners to optimize their operations. By interpreting vast amounts of historical data, miners can locate profitable mining strategies. This demands algorithms that can predict Bitcoin price fluctuation