Abstract In the rapidly evolving field of artificial intelligence. the importance of multimodal sentiment analysis has never been more evident. especially amid the ongoing COVID-19 pandemic. Our research addresses the critical need to understand public sentiment across various dimensions of this crisis by integrating data from multiple modalities. https://www.bekindtopets.com/great-deal-Pink-and-White-PS5-Controller-Skin-p79311-best-find/