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the predictive power of public twitter sentiment for forecasting cryptocurrency prices_crypto twitter analysis

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

We obtain daily and hourly Twitter sentiment polarity for 9 major cryptocurrencies. • Causality tests indicate Twitter sentiment help predict the returns of BTC, BCH, LTC. • Using a bullishness ratio, predictive power is found for the returns of EOS & TRON. • Tweet volume only has predictive power for the price returns of LTC and XRP. •

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

This paper establishes a new framework for assessing multimodal statistical causality between cryptocurrency market (cryptomarket) sentiment and cryptocurrency price processes. In order to achieve… 1 Exploring Cryptocurrency Sentiments With Clustering Text Mining on Social Media Ji Fang, Dickson K. W. Chiu, Kevin K. W. Ho Business 2021

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

By using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral Granger-causality testing, it was found that Twitter sentiment has predictive power for the returns of Bitcoin, Bitcoin Cash and Litecoin. Using a bullishness ratio, predictive power is found for EOS and TRON.

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

By using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral Granger-causality testing, it was found that Twitter sentiment has predictive power for...

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices. Journal Contribution - Journal Article. Journal: Journal of International Financial Markets, Institutions and Money. ISSN: 1042-4431. Volume: 65. Number of pages: 22. Publication year: 2020.

The predictive power of public Twitter ... - IDEAS/RePEc

by O Kraaijeveld · 2020 · Cited by 87 — This paper studies to what extent public Twitter sentiment can be used to predict price returns for the nine largest cryptocurrencies: Bitcoin, Ethereum, XRP, ...

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

By using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral Granger causality testing, it was found that Twitter sentiment has predictive power for the returns of Bitcoin, Bitcoin Cash and Litecoin. Using a bullishness ratio,predictive power is found for EOS and TRON.

The predictive power of public Twitter sentiment for forecasting ...

by O Kraaijeveld · 2020 · Cited by 87 — This paper studies to what extent public Twitter sentiment can be used to predict price returns for the nine largest cryptocurrencies: Bitcoin, ...

The predictive power of public Twitter sentiment for forecasting ...

Dive into the research topics of 'The predictive power of public Twitter sentiment for forecasting cryptocurrency prices'. Together they form a unique ...

Bitcoin (BTC) Returns Predicted by Twitter Sentiment Forecasting Crypto Currency Prices

a study published under the title, the predictive power of public twitter sentiment for forecasting cryptocurrency prices in science direct by olivier kraaijeveld and johannes de smedt reveals that “by using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral granger-causality testing, it was found …

(PDF) Forecasting Bitcoin Price Fluctuation by Twitter Sentiment Analysis

data, the Twitter sentiment was found to have predictive power for Bitcoin's results. Once again, our findings confirm the presence of a correlation between them. We observed 62.48% accuracy when...

Forecasting Bitcoin Price Fluctuation by Twitter Sentiment Analysis | IEEE Conference ...

This article examines to what degree Bitcoin returns can be estimated using public opinion on Twitter. Using a sentiment analyzer on Bitcoin-related tweets and financial data, the Twitter sentiment was found to have predictive power for Bitcoin's results. Once again, our findings confirm the presence of a correlation between them.

GitHub - twitterforcrypto/twitter-crawler: This is the Twitter scraper script used in ...

About. This is the Twitter scraper script used in the paper "The predictive power of public Twitter sentiment for forecasting cryptocurrency prices", submitted to the Journal of International Financial Markets, Institutions and Money

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

We obtain daily and hourly Twitter sentiment polarity for 9 major cryptocurrencies. • Causality tests indicate Twitter sentiment help predict the returns of BTC, BCH, LTC. • Using a bullishness ratio, predictive power is found for the returns of EOS & TRON. • Tweet volume only has predictive power for the price returns of LTC and XRP. •

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

This paper establishes a new framework for assessing multimodal statistical causality between cryptocurrency market (cryptomarket) sentiment and cryptocurrency price processes. In order to achieve… 1 Exploring Cryptocurrency Sentiments With Clustering Text Mining on Social Media Ji Fang, Dickson K. W. Chiu, Kevin K. W. Ho Business 2021

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

By using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral Granger-causality testing, it was found that Twitter sentiment has predictive power for the returns of Bitcoin, Bitcoin Cash and Litecoin. Using a bullishness ratio, predictive power is found for EOS and TRON.

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

By using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral Granger-causality testing, it was found that Twitter sentiment has predictive power for...

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices. Journal Contribution - Journal Article. Journal: Journal of International Financial Markets, Institutions and Money. ISSN: 1042-4431. Volume: 65. Number of pages: 22. Publication year: 2020.

The predictive power of public Twitter ... - IDEAS/RePEc

by O Kraaijeveld · 2020 · Cited by 87 — This paper studies to what extent public Twitter sentiment can be used to predict price returns for the nine largest cryptocurrencies: Bitcoin, Ethereum, XRP, ...

The predictive power of public Twitter sentiment for forecasting cryptocurrency prices ...

By using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral Granger causality testing, it was found that Twitter sentiment has predictive power for the returns of Bitcoin, Bitcoin Cash and Litecoin. Using a bullishness ratio,predictive power is found for EOS and TRON.

The predictive power of public Twitter sentiment for forecasting ...

by O Kraaijeveld · 2020 · Cited by 87 — This paper studies to what extent public Twitter sentiment can be used to predict price returns for the nine largest cryptocurrencies: Bitcoin, ...

The predictive power of public Twitter sentiment for forecasting ...

Dive into the research topics of 'The predictive power of public Twitter sentiment for forecasting cryptocurrency prices'. Together they form a unique ...

Bitcoin (BTC) Returns Predicted by Twitter Sentiment Forecasting Crypto Currency Prices

a study published under the title, the predictive power of public twitter sentiment for forecasting cryptocurrency prices in science direct by olivier kraaijeveld and johannes de smedt reveals that “by using a cryptocurrency-specific lexicon-based sentiment analysis approach, financial data and bilateral granger-causality testing, it was found …

(PDF) Forecasting Bitcoin Price Fluctuation by Twitter Sentiment Analysis

data, the Twitter sentiment was found to have predictive power for Bitcoin's results. Once again, our findings confirm the presence of a correlation between them. We observed 62.48% accuracy when...

Forecasting Bitcoin Price Fluctuation by Twitter Sentiment Analysis | IEEE Conference ...

This article examines to what degree Bitcoin returns can be estimated using public opinion on Twitter. Using a sentiment analyzer on Bitcoin-related tweets and financial data, the Twitter sentiment was found to have predictive power for Bitcoin's results. Once again, our findings confirm the presence of a correlation between them.

GitHub - twitterforcrypto/twitter-crawler: This is the Twitter scraper script used in ...

About. This is the Twitter scraper script used in the paper "The predictive power of public Twitter sentiment for forecasting cryptocurrency prices", submitted to the Journal of International Financial Markets, Institutions and Money