Category: Trend forecasting
85% of effectiveness in forecasting Bitcoin’s price trends? It’s possible.
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 […]
Emotive analysis as a new tool for more effective prediction of the financial instruments price trends
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 […]
How do our predictions for the cryptocurrencies are made?
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. Bitcoin predictions. Data aggregation Behavioral data (textual mentions) Text data (mentions) are continuously collected from the most […]
Sentistocks enters the market with a very fresh approach to crypto analysis – Sentimenti & Coinpaprika cooperation
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 […]
Sentimenti tools. About emotions, sentiment and arousal
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 […]
Emotions on the stock exchange and what comes out of it for investors
Emotions on the stock exchange. Can investors’ sentiment be measured? Yes it can! It currently is done on the basis of surveys (e.g. AAII Bull and Bear), a set of complex measures (Fear and Greed index) or on an analysis of buying trends (Investor Sentiment Index). The latter means predicting the actions of stock buyers […]