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Traders and investors use sentiment analysis to try to identify trends and potential turning points in the market. Fundamental analysis includes analyzing financial statements, economic indicators, news events, and other factors that can affect the supply and demand of an asset. For your convenience, it is broken down by week. Machine learning algorithms can learn from past data and adjust their predictions as new data becomes available. Joseph Hensley Senior analyst, markets and equities Department.