This open source and free API available financial market data, financial News and financial market time series forecasting through a deep neural network model. Our predictive model jointly used news and public market data for financial decision support.
- Please refer to this Link for downloading our news and market datasets contains over 3 years of data.
For running this tools, you must install MongoDB at first and then the installation guide for each component of our tool is available in corresponding folder. Our tool containes three major components of MongoDB engines, News Scrapers and Prediction Services. Please refer to corresponding forder for more details.
Please visit our paper that we presented in DSAA 2021 and cite our paper as follow:
S. A. Farimani, M. V. Jahan, A. M. Fard and G. Haffari, "Leveraging Latent Economic Concepts and Sentiments in the News for Market Prediction," 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), 2021, pp. 1-10, doi: 10.1109/DSAA53316.2021.9564122.
Our video presentation in this venue is available here.