market data

Data analytics in the stock market plays a vital role in understanding market dynamics, making informed decisions, and optimizing investment strategies. This process involves deep analysis of extensive datasets to extract market trends, actionable insights, and predictive indicators. It's the key to forecasting market movements, identifying investment opportunities, and managing risks with a data-driven approach.

This article selects disposal stocks as investment targets and uses TQuant Lab to conduct backtest performance analysis of buy, sell, and hold targets to confirm whether the investment strategy of popular stocks is a profitable and well-performing target.

In the Taiwan stock market, retail investors account for the highest proportion and have the highest trading volume in the market. This article uses factor analysis to delve into the relationship between retail investor trading behavior and stock expected returns.

This momentum factor strategy utilizes the concept of momentum factor: "stocks with good past performance are likely to perform well in the future, and vice versa" to simulate backtesting and to verify the profitability of "the strong get stronger, and the weak get weaker" in the Taiwan stock market.

In Taiwan, there are two kinds of short selling ways, which are “Margin Short Sale” and “SBL Short Sale”. This article will show your the correlation between the expected return and short selling ways.

The Average True Range (ATR) is designed to assess the extent of price fluctuations within a specific period. ATR is commonly utilized as a tool in technical analysis, assisting traders to determine entry points, exit points, and stop-loss levels for loss aversion purpose.

In 2023 bank collapsed, with UBS’s acquisition causing Credit Suisse’s AT1 bond cancellation. As investors, do we know the intricacies of AT1 bonds and savvy strategies to navigate their potential risks?

In this article, we use Event Study to explore the impact of announcement of different corporate events on the stock retuens. Let's find out the results and learn more about event-driven data!

The previous article mentioned the basic types of ESG bonds, and we believe you have a basic understanding of these types of bonds. Next, we will introduce specific types of ESG bonds, and briefly introduce you to a few representative countries that are currently promoting sustainable finance policies and ESG bond market development.

ESG bonds are issued in the same way as regular bonds, but the difference lies in the use of the funds, which is the most important reason to differentiate ESG bonds from regular bonds.

To ensure the liquidity of mutual funds, the Financial Supervisory Commission (FSC) has recently allowed fund management companies to adopt the “Side Pocket” mechanism …

In recent years, momentum trading has become a frequent topic of discussion in stock market strategies. In the stock market, we often hear discussions about the price-volume relationship, where price is considered a leading indicator of volume, among other concepts. This article aims to explore the back-testing effects of increasing trading volume as an entry strategy.