Stock Sentiment Features

Stock Sentiment

StockGeist’s interactive dashboard utilises recent advances in natural language processing to provide users with a cutting-edge stock sentiment analysis tool, processing data from the latest social media posts and news updates of over 2200+ selected companies and more to come in the near future!

Current Stock Sentiment Features

What can StockGeist do right now?

Ranking

Every minute, thousands of people share their opinions online about companies across multiple platforms. StockGeist gathers all that data, counts the number of messages and then creates a rank for each stock. In addition, the user can 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).

Watchlist

It is quite similar to Ranking, with the user given additional opportunity to follow the companies of interest. There is a large selection of companies to choose from, and upon the user’s selection, StockGeist displays the rank change along with the sentiment. We use AI-based tools to calculate financial sentiment from social media messages that relate to particular companies. Furthermore, companies on the Watchlist can be analyzed using a number of graphs in the Watchlist Charts section to further provide in-depth stock sentiment analysis.

Stock overview

When researching a company, every investor, new or experienced, basically wants 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.

News

Going through countless websites that provide articles is a tedious task. We do this job for you by locating relevant news stories from all corners of the internet and uploading them with clear-to-view stock sentiment analysis labels. Our smart AI system determines the financial sentiment of a news article and highlights key areas in the text. In addition to that, we show the number of shares for that article in the last 24 hours.

Sentiment

StockGeist puts a great deal of emphasis on stock sentiment analysis based upon social media messages. The user can see the distribution of messages based on their positivity/negativity. Moreover, we group the messages into two classes as being either informative or emotional. Messages such as “To the Moon! Let’s get rich!” would be considered highly emotional, whilst “X company has reported a loss in the final quarter” would be deemed informative.

WordCloud

What is the fastest way to grasp what people are saying about a certain company? Have a look at our WordCloud and you will 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.

Fundamentals

StockGeist provides daily updates of key financial information such as market capitalization and P/E ratio. We plan to expand this service a lot, so keep checking our website!



About

In this section, we provide a short story on the selected company to give a general idea of what they do. The easy-to-understand text allows users with different backgrounds to quickly learn about the nature of the business before diving into the numbers.

Watchlist charts

At StockGeist we also supply charts that display historical data about social media messages and positivity. You can also try different timeframe granularities and see for yourself, which one fits best.

Types of Stock Sentiment

Stock sentiment can typically be classified into two different categories:

  • Risk-On: this is when traders are not concerned about the geo-political issues surrounding the stock, and will move their capital from safer assets into riskier options for the chance of greater reward.
  • Risk-Off: opposite to risk-on, investors are wary and concerned about geo-political issues and avoid riskier asset investments and stick to the safer options.

Stock Sentiment Analysis Effectiveness

What are the benefits of StockGeist.ai for active traders?

With the number of excellent stock sentiment features available via the StockGeist.ai platform, it is valuable to notice the importance this can provide to traders who are actively looking to buy and sell on the stock market.

We have closely monitored the real-time data of our platform and compared these to fluctuations of stocks within the market. Whilst stock sentiment analysis data should not be taken in isolation as a timing signal to take action, the psychology of investors is seen by many as a notable factor of what precedes either a bullish (increase) or bearish (decrease) price development of the stock market. This factor should be used in conjunction with others such as fundamental analysis of the price/earnings ratio.

One example of where StockGeist has correctly forecast market fluctuations via sentiment analysis of textual information across social media platforms and news articles is of AYTU Bioscience Inc. (NASDAQ: AYTU).

The below graph illustrates a large spike of social media mentions after an announcement was made that AYTU Biosciences Inc. secured an exclusive U.S. distribution agreement for COVID-19 point-of-care rapid tests. In excess of 3500 mentions were recorded in one day - 382 by 13:00, 565 mentions across the following hour, and another 2600+ from 17:00 - 18:00.

Crucially, the AYTU shares price mirrored this large increase of positive social media mentions with a rise from 1.30 USD to 2.05 USD on the day of the announcement.

Discover a selection of other case studies from different stocks which also showcase the invaluable nature of the StockGeist.ai platform.