Using LDA Model to Quantify and Visualize Textual Financial Stability Report

The financial system plays a crucial role in development of countries, which makes its stability be heated around the world. However, traditional indices which help measure financial stability such as quantile, leverage ratio and liquidity have instinctive shortcomings. For example, these digital indices are usually unavailable and one-sided. Therefore, finding a new approach to quantifying and visualizing financial stability is necessary and...