These data reflect investors' emotions and their investment intentions, and it will further affect the movement of the stock market. Although researchers have been attempted to use sentiment information to predict the market, the sentiment features used are driven by outdated emotion extraction systems...
Deep learning, particularly LSTM, gives useful insights for comprehending stock market difficulties, and further advances are conceivable through new features and political sentiment research. Our research intends to increase trust in decision-making for investors, financial analysts, and policymakers, ...
combined LASSO, LSTM, and FinBERT to predict stock price direction using technical indicators and sentiment analysis [5]. Their model achieved high accuracy in predicting price movements based on market sentiment. However, their approach was limited by the feature extraction techniques that were ...
BTC has marked correction after the recent Bitcoin halving on April 19, 2024. However, Bitcoin crossed its previous ATH recently and registered a new all-time high of $108,268 in December 2024 amidst a bullish market sentiment. The total supply is 19,826,025, and the current numbers only ...
On April 19, Bitcoin underwent its fourth halving, which reduced mining rewards from 6.25 to 3.25 BTC. This sparked modest gains, with Bitcoin closing at $63,821. Due to the Fed’s first post-pandemic interest rate cut in September, market sentiment turned positive, and BTC rallied from $...
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the XRP’s price movement for the years to come, and as such, they advise that by the end of 2025, XRP will increase by 206.87%, reaching $2.17. Moreover, based on their technical analysis indicators, as of November 2023, there is a bullish market sentiment for XRP’s price prediction...
Examining the Effects of Pandemics on Stock Market Trends through Sentiment Analysis J. Xidian Univ., 14 (6) (2020), 10.37896/jxu14.6/138 Google Scholar [32] H. Liu, Z. Long An improved deep learning model for predicting stock market price time series Digit. Signal Process. A Rev. J....
Meta X Connect Price Prediction 2024-2050: Our article predicts the price trends of Meta X Connect (MXC) for the years 2024, 2025, 2030, 2040, and 2050. Also analyze it market trends and potential growth opportunities.
MACDis the acronym for Moving Average Convergence / Divergence. The MACD in the stock market is used to measure the robustness of the price movement. Through the crossing of the line of this indicator and the moving average It operates on the basis of the crossovers between these two lines ...