The most recent, efficient, and popular technique for sentiment analysis is hybrid sentiment, analysis models. You can actually obtain the advantages of both automatic and rule-based systems if you build well-designed hybrid solutions. Hybrid algorithms may combine the power of machine learning with the freedom to customize.