The Johannesburg Stock Exchange stands as a symbol of South Africa’s financial innovation, economic progress and a commitment to responsible investing. The JSE sits at the heart of South Africa’s bustling financial district, acting as the central platform to trade equities and other financial instruments. 

Sentiment Analysis of the Johannesburg Stock Exchange

Thanks to the stringent regulations, strong corporate governance and growing economy, the JSE is becoming increasingly popular as an exchange for investors, domestic and international alike. 

For traders looking to gain a competitive advantage when it comes to trading, stock sentiment analysis of the JSE could provide the solution. Trader sentiment analysis provides an alternative method to analyze the performance of a particular stock. By analyzing the crowd psychology of a stock, traders can be presented with the opportunity to profit from short-term price movements as a result of the subsequent trader reactions. 

The emotions of traders can drive either bullish or bearish price movements. Due to the small window of opportunity, traders can not simply trawl through multitudes of messages and articles to understand the opinions expressed throughout the media and trading landscape. 

Instead, by utilizing stock sentiment analysis tools such as StockGeist, traders can receive immediate access to quantitative data covering the whole market. Sentiment analysis is already used extensively across major exchanges such as the S&P 500 and NASDAQ 100 indices. StockGeist sentiment analysis of the JSE is available as a custom project that can be integrated into your own project, or even as a standalone solution by itself.

To see a live demonstration of StockGeist in action, please head over to our dashboard. To get started with your JSE sentiment analysis custom project, please contact us.

Every minute, thousands of people share their opinions online about companies traded on the African stock exchanges. StockGeist can be used to gather all of that data, count the number of messages and then create a rank for each stock. In addition, this data can be used to see the dynamics of a rank - i.e., how it changes in time. Finally, the user can explore the data across different timeframes (last 5 minutes, last hour and last day).
Stock Overview
When researching a company, investors will want to see two things: fundamentals (e.g., market capitalization, stock price, P/E) and the latest news. StockGeist takes a combination of these two and supercharges it with additional tools of sentiment analysis and key-topics.
The sentiment data can be presented to show the distribution of messages based on either their positivity or negativity. Moreover, we group the messages into two classes as being either informative or emotional.
The WordCloud lets you see the most popular topics the crowd is talking about. We do not use any filters for the language of the posts, so you have a chance to experience directly what is on the mind of the masses.
Your project could include daily updates of key financial information such as market capitalization and P/E ratio.
Watchlist charts
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The stock sentiment analysis features that power our online dashboard are available for custom projects involving African Stock Markets. Understanding market sentiments can be a critical factor in making informed investment decisions, and our service aims to empower investors with valuable insights into the sentiment trends of African stocks. Whether you are an individual investor or a financial institution, our data-driven analysis can help you gain a competitive edge in the dynamic African stock markets.

Why Sentiment Analysis?

Sentiment analysis is a powerful tool for investors to gauge the overall market sentiment towards specific stocks and entire markets. By analyzing news articles, social media posts and other textual data, StockGeist can determine whether the sentiment is positive, negative, or neutral. Understanding this collective stock sentiment can help investors to identify potential opportunities, anticipate market movements and manage risk.

Why choose the JSE?

The JSE is the oldest stock exchange in Africa, having been founded in 1887. This rich history has contributed to the significant market capitalization, helping to establish the JSE as a desirable global hub of commodities trading including markets for precious metals, minerals and agricultural products. The exchange isn’t outdated though; the JSE is known for innovation, such as introducing the first electronic trading platform to the continent in the 1990s.

One of the major attractions of the JSE to the international investor is that the exchange offers dual-listing opportunities, which allows companies to list on both the JSE and another international stock exchange. This presents new investment opportunities to these companies from around the world. It isn’t just equities traded on the JSE. Additionally, bonds ,derivatives, ETFs and warrants can be traded on the JSE. 

In terms of investor security, the JSE operates under a strict regulatory framework under the Financial Sector Conduct Authority (FSCA), and promotes responsible investment through the JSE Socially Responsible Index (SRI). The JSE is also a member of the internationally recognised World Federation of Exchanges (WFE).

Companies trading on the JSE

The JSE hosts a diverse range of companies, from fledgling startups through to established giants. Some of the companies that trade on the JSE include:

Get Started with JSE Stock Sentiment Analysis

Gain a competitive advantage in the dynamic South African stock markets with a stock sentiment custom project with StockGeist. Provide the data to help your users to make well-informed investment decisions backed by data-driven sentiment analysis. Our custom projects employ state-of-the-art natural language processing algorithms to process vast amounts of textual data in real-time.

Our approach includes:


Data Aggregation

We collect news articles, financial reports, social media posts and other relevant data from various sources across the internet.



We clean and preprocess the data to remove noise and irrelevant information, ensuring accurate sentiment analysis.


Sentiment Analysis

Our powerful machine learning models analyze the preprocessed data to determine the sentiment associated with each stock and exchange.


Visualization and Reporting

We provide intuitive visualizations and detailed reports, presenting sentiment trends and insights for each African stock exchange.

Contact Us

Discuss how we can help you to integrate South African Stock Sentiment into your project