Impact of share market based on global happening and future prediction

The Covid 19 outbreak shook up the world economy. The pandemic caused stock markets everywhere to decline. Between this worldwide crisis and 2021's Suez Canal issue and 2022's Russia-Ukraine conflict, the stock markets became unstable, and trading suffered. The first part of our analysis looks at how the six major stock exchanges in the US, Europe, and Asia behave on the market during a five-year period, covering all the events in turn. The second part of our study predicts the stock index closing price of the stock exchanges for the upcoming four quarters. The study also provides information on stock market analysis based on natural language processing to address the current global crisis.