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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. Cryptocurrency predictions. Data aggregation Behavioral data (textual mentions) Text data (mentions) are continuously collected from the most valuable internet sources such as

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SentiStocks 24 November 2020

8 basic emotions. Why so many?

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

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SentiStocks 17 September 2020

Tesla split. Twitter’s emotional response with Kiyosaki in the background

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

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SentiStocks 7 September 2020

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 presenting daily forecast for Bitcoin

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SentiStocks 28 August 2020

Emotional intensity analysis as an early warning tool in the company

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

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SentiStocks 18 August 2020

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 iceberg!  The easiest way to

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SentiStocks 18 August 2020

Emotions on the stock exchange: What can investors learn?

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

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SentiStocks 26 July 2020

Sentimenti. Good research provides good tools to analyse emotions

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

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SentiStocks 9 April 2020

Bitcoin forecast and emotions in March 2020

We have chosen the worst possible moment to start forecasting cryptocurrency prices, namely the Bitcoin forecast. This largest and perhaps most important currency in the world of crypto has never been particularly stable. The situation related with the COVID-19 spread, on the other hand, increased only the exchange rate fluctuations. The drop from over 9,000 USD to just over 4,000

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SentiStocks 9 April 2020

What do Sentimenti tools do? – says Dr. Jan Kocoń

Sentimenti tools! Dr Jan Kocoń is a natural language engineer and the person behind the machine learning process within SentiTool, our solution for analyzing emotions in the text. Dr Kocoń coordinates the work of the linguistics team, integrates individual elements of the tool, and works closely with the IT team. If you have to describe Sentimenti and the tools to

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SentiStocks 9 April 2020

Sentiment or emotions on the crypto stock market?

Sentiment or emotions? Are emotions more effective on the stock market than the sentiment is? How effective are they? We have been studying the importance of emotions in economic analysis for a long time. How they affect the prices of various financial instruments and values quoted there. We are not the only ones – for some time now, with increasing

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SentiStocks 7 April 2020

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