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Nowadays, sentiment analysis (SA) also known as opinion mining (OM) is widely used and has an impressive effect in many fields, such as marketing, politics, and even, company's products are now adjusted based on users' opinions. In this paper, a new efficient sentiment analysis system that supports the Turkish language has been introduced. In addition, as Turkish is an agglutinative language, which requires special processing, an efficient preprocessing model was also implemented as a part ofdoi:10.31590/ejosat.779181 fatcat:5joq3mu2b5ef3ownsrbo6hr4sm