Database of twitter influencers in cryptocurrency (2021-2023) with sentiments.

ABSTRACT:

Objectives

With the expansion of social networks such as Twitter, many experts share their opinions on various topics. The opinions of experts, who are also known as influencers, can be very influential. Combining these tweets and the historical prices of cryptocurrencies makes it possible to predict their price trends accurately. A Hybrid of RoBERTa deep neural network and BiGRU has been used for Sentiment Analysis (SA). Sentiments of tweets can be of great help to investors to understand the future behavior of the market and manage the stock portfolio. Unlike the tweets that are only extracted using the cryptocurrency name hashtag, the tweets of this dataset have specialized opinions and can determine the market trend.

Data description

The dataset created in this research

SUBMITTER: Jahanbin K 

PROVIDER: S-EPMC11470647 | biostudies-literature | 2024 Oct

REPOSITORIES: biostudies-literature