Performance Analysis of Share Market by using ML Technique

Abstract

The main indicator that measures the economic development and power of the country Inflation and expansion affect the economy. Prices are difficult to predict due to many factors. Predicting changes in stock prices is one of the most difficult aspects of financial forecasting. Predicting stock prices accurately can make investors profitable. to the complexity of the data in the Forecasting stock market trends presents a formidable challenge due to its inherent unpredictability. The primary objective of this article is to offer insights into forecasting market prices, aiding investors in making well-informed decisions. The methodologies to be employed include statistical analysis, machine learning techniques, natural language processing, and sentiment analysis achieve research objectives. In this study, a mixed methods model was developed using qualitative and quantitative data.