The distributed nature of Bitcoin has spurred a growing interest in mining techniques. Big data analytics is emerging as a robust tool for Bitcoin miners to enhance their procedures. By interpreting vast amounts of transactional data, miners can discover profitable mining strategies. This demands algorithms that can predict Bitcoin price fluctuatio