Insights

what is the right way to invest? If you’ve had the same doubts, you’re not alone. While seeking answers, I stumbled upon a term that was entirely new to me: quantitative finance. Learning this field helps resolve personal financial challenges and enhances career competitiveness. More importantly, it sharpens your logical thinking and data analysis skills—benefits that are hard to overlook. TQuant Lab provides everything you need to get started efficiently and effectively. Let’s embark on this journey together and explore the endless possibilities of quantitative trading!

In the stock market, the shareholding ratio of directors has always been a key indicator for investors. Changes in insider holdings often signal their confidence in the company’s future development and have potential impacts on stock prices. However, identifying meaningful changes in shareholding ratios from vast data can be challenging for investors.

According to the latest data compiled from 2023 annual reports of Taiwan's listed companies by TEJ Group Observer, the total asset size of Taiwan's top 100 business groups continues to grow, albeit at a significantly slower pace compared to previous years, with an annual increase of only 3%. Under the influence of the global economic downturn, the revenue and profit figures of these top 100 groups have shown a significant decline compared to 2022, with revenue falling by 7.9% and operating profit plunging by 25%.

This article will guide you through leveraging the TQuant Lab SuperTrend strategy in combination with the SinoPac API to quickly master the essentials of algorithmic trading. Let’s become pioneers of algorithmic trading in the Taiwan stock market together!

This series of articles will use Alphalens to explore several key factors, gradually analyzing their impact on market performance. The first article focuses on "foreign capital," examining the effects of foreign capital flows into the market. Next, we'll delve into "value factors," studying how they reflect a company's intrinsic value. Finally, the last article will analyze "price-volume factors," uncovering the interplay between price and trading volume.

In modern financial markets, algorithmic trading is increasingly becoming essential for investors to enhance efficiency and reduce risk. More and more brokerage firms offer API services, enabling investors to automate order placement and quickly respond to market changes. This article will demonstrate using MasterLink Securities API for automated trading while integrating strategies from TQuant Lab. Through a practical example, we'll show how a systematic approach can optimize investment decisions, helping investors seize market opportunities and improve performance.

How should you choose the best alternative data provider for your financial needs? Learn about key factors, such as data quality, integration, and more.

Alternative data are powerful tools for financial decisions. Learn about the different types of alternative data and how they offer valuable insight.

What is market sentiment? How can it enhance trade strategies? Learn more about the importance of market sentiment and its key indicators in this article.