Shi techniques are used to automatically determine whether the text contains a positive, negative or neutral mood. This method can be applied in different industries, such as social networks, feedback on goods or services, analysis of public opinion, etc. Tonality determination helps to automatize the process of studying feedback and the audience’s reaction to certain events or products.