Insights

The article delves into the performance of momentum strategy under different take-profit and stop-loss conditions, analyzing how to balance risk and reward in a highly volatile market using actual backtesting data.

Odd lot trading is all about buying and selling smaller amounts of stock that don’t add up to a full trading unit (usually 1,000 shares). So, instead of needing a lot of money to buy a full unit at once, you can start with a smaller amount of shares. This is super handy for anyone with a limited budget who still wants to get into stock investing!

The SuperTrend Indicator is a technical analysis tool used to identify trends in financial markets. It assists investors in determining relative high and low points during market swings, helping them make buy and sell decisions. However, one drawback of the SuperTrend Indicator is its tendency to be less effective during consolidation phases. To address this, we will use the Average Directional Index (ADX) to optimize the SuperTrend strategy in this article.

No matter which brokerage app you use, you can view the historical trading information and real-time market data of various securities on the app. This allows investors to make informed investment decisions based on accurate information. This is possible because the Stock API facilitates smooth data transmission between the market trading system and the brokerage app. In this article, we will introduce what a Stock API is and highlight the three most commonly used Taiwan Stock Market APIs, providing valuable references for investors.

ESG data is crucial for data-driven decisions, which is why we will focus on its benefits and provide a guide on how to collect ESG data for reports.

Alternative data refers to information from non-traditional sources. This article will explore its advantages and how it can optimize financial decisions.

Whether you're a seasoned expert in the stock market or a beginner just starting to invest, you might be curious about where many stock analysts get their "company information." Most of this data is obtained from the Taiwan Stock Exchange (TWSE) website and the Market Observation Post System (MOPS). This includes financial statements, the number of issued shares for listed companies, recent dividend distributions, and more. You can even receive real-time updates on significant announcements from listed companies. It's one of the must-visit websites for investors! As for why the Market Observation Post System exists and how to use its features and functions, let TEJ (Taiwan Economic Journal) explain it all to you!

This article will introduce algorithmic trading with Python, the benefits of using the Python programming language for financial trading, and how to apply it to financial transactions, allowing investors to harness the power of technology to build their ideal investment portfolios.

In the first article—Verifying LSTM Stock Price Prediction Effectiveness Using TQuant Lab (Part 1)—we compared the predicted data with the actual data to conduct an initial evaluation of the performance of two trained models (for stocks 2618 and 8615). The results were promising. For a more detailed analysis, you can click the link above to learn more, as we will not go into further details here due to space constraints.