On 28th of August 2020, we announced our cooperation with Coinpaprika.com, where you can find Sentistocks widget for daily Bitcoin trend predictions. As we constantly improve our tool, today we would like to give you a small update about what has changed so far. Significant increase in number of analyzed mentions When we first announced our widget and showed it
Since October 2020 we have been testing prediction models of average BTC price in the time intervals of 8 hours, 4 hours and 1 hour. Today we present the results of prediction effectiveness for the 1 hour model. The tests were conducted in November and December 2020. The measurements of predictions effectiveness were made at 15:00 UTC and covered the
Emotive analysis is a new tool for effective prediction of the financial instruments prices. In this article we present you a case study of how including data from emotive analysis affects the process of forecasting price trends of financial instruments. Emotive analysis. Emotions in everyday life Emotions have one of the most important functions in our lives. It is under
How do our predictions for the cryptocurrencies are made? Below we present a schematic description of the model used in the process of forecasting cryptocurrencies trend, from the stage of data collection, through analysis, to the final results. Cryptocurrency predictions. Data aggregation Behavioral data (textual mentions) Text data (mentions) are continuously collected from the most valuable internet sources such as
8 basic emotions. Why so many? In this read we want you to meet the idea behind the unique solution that we came up with. It works wider than popular sentiment analysis tools used today for monitoring internet activities and more. Why? Instead of measuring sentiment, we focus on emotions. What does the emotion analysis offer that sentiment analysis does
Tesla’s shareholding strengthened the growth trend and Elon Musk, the company’s head, became the third richest man on the planet on 31 August 2020. As a result of this operation, his assets grew by 11.7 billion USD, to 125 billion USD. We decided to check the reaction of Twitter users to this event. There was an interesting happening on this
Sentistocks emerges on the market with a very innovative approach to crypto analysis. The Sentimenti project focuses on the use of 8 emotions measurement and arousal to accurately predict the price trend of market assets. From now on it has collaborated with leading cryptocurrency data aggregator – Coinpaprika to provide a new feature – widget presenting daily forecast for Bitcoin
Emotional intensity analysis as an early warning tool in the company. There are many tools for monitoring companies’ economic situation. A number of them are “sensors” for early warning of problems. At the same time, they provide information about phenomena beneficial for companies. In most companies, there is a regular problem of sales decline. The management then looks for the
The Sentimenti tools are evolving. At the moment we are entering into further and more advanced stages of tools development. In this article, however, we return to the roots of our project. It is worth mentioning what we actually measure and how do we understand particular emotions. And this is only the tip of an iceberg! The easiest way to
Can investors’ emotions on the stock exchange be measured? Absolutely! Various methods exist, from surveys like AAII Bull and Bear, to indices such as Fear and Greed, and analysis of buying trends. But can emotions themselves be directly measured? Let’s explore this in the article below. Sentiment Analysis in Stock Market Forecasting market indices In December 2018, the National Bureau
Sentimenti = emotions. We have already written how to analyse emotions correctly whilst having a way to automatically measure or classify them. Today we will tell you how we have collected data to create Sentimenti tools. So, once again, we are writing about how to do something right – to research the emotional meaning of texts. The text was written
On 28th of August 2020, we announced our cooperation with Coinpaprika.com, where you can find Sentistocks widget for daily Bitcoin
Since October 2020 we have been testing prediction models of average BTC price in the time intervals of 8 hours,
Emotive analysis is a new tool for effective prediction of the financial instruments prices. In this article we present you
How do our predictions for the cryptocurrencies are made? Below we present a schematic description of the model used in
8 basic emotions. Why so many? In this read we want you to meet the idea behind the unique solution
Tesla’s shareholding strengthened the growth trend and Elon Musk, the company’s head, became the third richest man on the planet
Sentistocks emerges on the market with a very innovative approach to crypto analysis. The Sentimenti project focuses on the use
Emotional intensity analysis as an early warning tool in the company. There are many tools for monitoring companies’ economic situation.
The Sentimenti tools are evolving. At the moment we are entering into further and more advanced stages of tools development.
Can investors’ emotions on the stock exchange be measured? Absolutely! Various methods exist, from surveys like AAII Bull and Bear,
Sentimenti = emotions. We have already written how to analyse emotions correctly whilst having a way to automatically measure or