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World of technology provides everyone with a great outlet to give their opinion, using social media like Twitter and other platforms. This paper employs machine learning methods for text analysis to obtain sentiments of reviews by the people on twitter. Sentiment analysis of the text uses Natural language processing, a machine learning technique to tell the orientation of opinion of a piece of text. This system extracts attributes from the piece of writing such as a) The polarity of text,doi:10.22059/jitm.2021.80028 doaj:d71ede82dd5243909c3e2b52fcd0d41f fatcat:iukpcmdctrdunkic6topblrjky