International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

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Application of Alternative Data in Investment Management

Author(s) Satyam Chauhan
Country USA
Abstract This paper examines alternative data sources specifically geospatial data, social media sentiment, and credit card transactions—and their roles in stock market prediction. We compare the effectiveness of each data type, propose an integration framework combining traditional and alternative data, and analyze the role of machine learning in processing these data. Finally, we explore case studies on successful implementations in investment strategies, presenting a quantitative analysis of the predictive value of each data type.
Keywords Alternative data, financial markets, geospatial data, social media sentiment, machine learning, predictive modeling.
Published In Volume 2, Issue 4, July-August 2020
Published On 2020-08-26
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E-ISSN 2582-2160
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