Exploring Recent Advances in Sentiment Analysis, Research Methodologies, and Technical Approaches for the Study of Bank Nifty Index

Sentiment analysis has emerged as a pivotal technique in deciphering investor sentiment and market trends, thereby influencing investment decisions in financial markets. This paper delves into the recent strides made in sentiment analysis, research methodologies, and technical approaches specifically tailored for studying the Bank Nifty Index, a key benchmark in the Indian financial landscape. By integrating sentiment analysis with traditional financial analysis techniques, researchers and practitioners stand to glean deeper insights into market dynamics and make more astute investment choices. This paper encompasses recent developments in sentiment analysis, research methodologies and technical approaches, scrutinizes their applicability to the Bank Nifty Index, and elucidates their implications for financial research and practice.