This paper provides an overview of research focused on retweet prediction and the analysis of retweeting behavior on social media platforms like Twitter. By examining various studies, it explores why users retweet content, how information spreads through retweets, and what factors influence these behaviors. Additionally, the paper highlights the challenges researchers face in predicting retweets and aims to serve as a foundational guide for future research in this area, enhancing the understanding of information diffusion in online social networks.