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Figure 1(a). Visualization of summary of opinions on a car Figure 1(b). Visual comparison of two cars. Abstract-Sentiment Analysis (SA), an application of Natural Language processing (NLP), has been witnessed a blooming interest over the past decade. It is also known as opinion mining, mood extraction and emotion analysis. The basic in opinion mining is classifying the polarity of text in terms of positive (good), negative (bad) or neutral (surprise). Mood Extraction automates the decisiondoi:10.4304/jetwi.5.4.367-371 fatcat:2fbhdgsfcbbsjeb4qhg4jylboq