How to deal with sarcasm and irony in financial text data?

May 26, 2023 ... Description. This dataset contains news headlines relevant to key forex pairs: AUDUSD, EURCHF, EURUSD, GBPUSD, and USDJPY. The data was ... Feb 25, 2023 ... Sentimental analysis deals with the psychology of traders' emotions and behavior in the forex market, and it gives a general conclusion about the adequate ... Sep 30, 2023 ... Comparison of forex market forecasting tools based on evolino ... Predicting Stock Movement Using Sentiment Analysis of Twitter Feed. Aug 29, 2023 ... In this project, we dive into the realm of Forex fundamental news and leverage both machine learning and time series analysis to predict whether news sentiment ... Mar 20, 2023 ... To analyze the Forex market, follow these steps: · 1. Understand economic indicators (GDP, interest rates) · 2. Study charts and patterns ( ... In Sentiment in the Forex Market, FXCM analyst Jaime Saettele applies sentiment analysis to the currency market, using both traditional and new sentiment ... Mar 24, 2025 ... The Gold. Gold has declined for the second consecutive day after a strong upward trend. This drop is not a dramatic fall and doesn't raise ... The Forex sentiment offers a good picture of how other traders feel about specific markets and highlights opportunities to trade the opposite way. Nov 12, 2018 ... Sentiment analysis is the most important because it tells you if people are buying a currency. A blue line can cross a purple line but it doesn' ... Using Sentiment Analysis Tools in Your Trading. Article | Aug 28, 2023 · 1 · 2 · 3 ... Futures, futures options and Forex trading involves substantial risk and is ...