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The Gated Three-Tower Transformer (GT3) is a transformer-based model designed to integrate numerical market data with textual information from social sources to enhance the accuracy of stock market predictions. [12] Since NNs require training and can have a large parameter space; it is useful to optimize the network for optimal predictive ability.
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Market sentiment, also known as investor attention, is the general prevailing attitude of investors as to anticipated price development in a market. [1] This attitude is the accumulation of a variety of fundamental and technical factors, including price history, economic reports, seasonal factors, and national and world events.
Stocktwits is a social media platform designed for sharing ideas between investors, traders, and entrepreneurs. [1] Founded in 2008 by Howard Lindzon and Soren McBeth, it introduced the use of the cashtag, a way to group discussions around a stock symbol preceded by a dollar sign. [2]
In general, the more a company's valuation is based on future results, the more likely it is to be volatile as the market sentiment toward those results changes. Put simply, growth stocks tend to ...
At any given time, investors face a deluge of sentiment data from indicators like investor surveys, market volatility readings such as the VIX , options market gauges like the put/call ratio ...
US stocks were mostly higher on Tuesday, led by the tech sector. Today marks the start of the Santa Claus trading window, a historically bullish 7-day stretch. The stock market will close at 1 p.m ...
Price action trading is about reading what the market is doing, so you can deploy the right trading strategy to reap the maximum benefits. In simple words, ‘ Price Action Trading is a trading technique in which a trader reads the market and makes subjective trading decisions based on the price movements, rather than relying on technical indicators or other factors.