Analyze the Emotional Tone in English text using Machine Learning

Abstract

In this paper Emotional means Sentiment of Humans. Sentiment analysis, a subfield of natural language processing (NLP), plays a crucial role in understanding and extracting emotions, opinions, and attitudes expressed in text. This paper focuses on the application of sentiment analysis to English texts, with a specific emphasis on its importance, methodologies, and potential real-world applications. By examining the sentiments conveyed in English language content, we aim to contribute to a better understanding of the emotional landscape in textual data.