MarketProphet-SP500MediNews

Welcome to the MarketProphet-SP500MediNews dataset, a groundbreaking resource designed for forecasting the S&P 500 index trends in the healthcare sector.

About the Dataset

This dataset marks a significant shift from traditional financial datasets by:

• Multimodal Data Integration: Merging quantitative stock data with qualitative news and policy documents for a more comprehensive market view.
• Market-Influential Stock Selection: Prioritizing stocks with high trading volume and significant impact on the market.
• Filling the Research Gap: Unlike prior datasets focusing on individual stocks, this dataset provides insights into the S&P 500 index in the medical sector, a previously unaddressed domain.

Contribution

@article{xuemarketprophet, title={MarketProphet-SP500MediNews: Forecasting Healthcare Sector S&P 500 Index Trends Using Data from 22 Key Stocks and Medical News Insights}, author={Xue, Haochen and Liang, Kaiyu and Zhang, Chong and Wang, Hongchen and Zhu, Xiaojun and Jin, Xiaobo} }

Current Contents

• Trading data from 22 select healthcare stocks, chosen for their market impact.
• S&P 500 healthcare sector index data.
• Note: News and policy information to be included in future updates.

Downloading

Clone the repository:git clone https://github.com/tiuxuxsh76075/MarketProphet-SP500MediNews/tree/main

Using the Dataset

Ideal for data scientists, financial analysts, and policy researchers focusing on advanced time series forecasting in the healthcare market.

Future Plans

Look out for updates integrating daily news articles and policy information, enhancing the dataset's depth and predictive accuracy.

Contributing

Contributed by Haochen Xue¹, Kaiyu Liang², Chong Zhang¹, Mingyu Jin³, Hongchen Wang¹, Zile Huang¹, Zihong Luo¹, Chengzhi Liu¹, Xiaojun Zhu², Xiaobo Jin¹

¹School of Advanced Technology, Xi'an Jiaotong Liverpool University
²School of Mathematics and Physics, Xi'an Jiaotong Liverpool University
³Department of Electrical and Computer Engineering, Northwestern University

Cite

@article{xuemarketprophet,
  title={MarketProphet-SP500MediNews: Forecasting Healthcare Sector S\&P 500 Index Trends Using Data from 22 Key Stocks and Medical News Insights},
  author={Xue, Haochen and Liang, Kaiyu and Zhang, Chong and Wang, Hongchen and Zhu, Xiaojun and Jin, Xiaobo}
}