With the rise of artificial intelligence (AI) technologies, sentiment analysis has become an essential tool for businesses to understand the opinions, attitudes, and emotions of their customers. When it comes to analyzing sentiments related to Russian investment in Qatari business ventures, AI plays a crucial role in providing valuable insights.