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Apr 4, 2021 · Bow. Bag of words [ 16] is an algorithm used in natural language processing responsible for counting the number of times of all the tokens in review or document. A term or token can be called one word (unigram), or any subjective number of words, n-grams. In this study, ( 1, 2) n-gram range is chosen. Forex Sentiment. 34% of traders are currently trading EURUSD. 19% of traders are currently trading GBPUSD. 9% of traders are currently trading USDJPY. 6% of traders are currently trading GBPJPY. 13% of traders are currently trading USDCAD. 5% of traders are currently trading EURAUD. 7% of traders are currently trading EURJPY.

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Mar 19, 2023 · 2. Related Works This section reviews the state-of-the-art approaches for sentiment analysis. The existing methods can be broadly divided into two categories: machine learning and deep learning. 2.1. Machine Learning Approaches Hemakala and Santhoshkumar (2018) [3] conducted sentiment analysis on a dataset

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