This research aims to analyse public sentiment towards traffic congestion in Palembang City using YOLOv8 model and Recurrent Neural Network (RNN) algorithm. The background of this research focuses on the importance of accurate understanding of traffic conditions, which can be obtained from social media data and video recordings. The methods used include data collection from social media platfor…