The study concludes that the proposed framework significantly enhances financial sentiment analysis accuracy. Potential applications include improved market movement forecasting and investment decision-making. Future research could integrate macroeconomic and microeconomic data for even more precise predictions.

The study concludes that the proposed framework significantly enhances financial sentiment analysis accuracy. Potential applications include improved market movement forecasting and investment decision-making. Future research could integrate macroeconomic and microeconomic data for even more precise predictions.

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