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Potential of ChatGPT in predicting stock market trends based on Twitter Sentiment Analysis

A study from arXiv (2311.06273v1) found that ChatGPT can predict stock market trends for Microsoft and Google based on Twitter sentiment analysis, with a positive link between ChatGPT's evaluations and the following day's stock results for both companies. The research highlights ChatGPT's adaptability and the growing role of AI in financial market forecasting.

read1 min views2 publishedAug 19, 2026

arXiv:2311.06273v1 Announce Type: cross Abstract: The rise of ChatGPT has brought a notable shift to the AI sector, with its exceptional conversational skills and deep grasp of language. Recognizing its value across different areas, our study investigates ChatGPT's capacity to predict stock market movements using only social media tweets and sentiment analysis. We aim to see if ChatGPT can tap into the vast sentiment data on platforms like Twitter to offer insightful predictions about stock trends. We focus on determining if a tweet has a positive, negative, or neutral effect on two big tech giants Microsoft and Google's stock value. Our findings highlight a positive link between ChatGPT's evaluations and the following days stock results for both tech companies. This research enriches our view on ChatGPT's adaptability and emphasizes the growing importance of AI in shaping financial market forecasts.

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