Abid Sohail, Muhammad Rizwan, Muhammad Salman Ali, Javed Rashid, Sultan Hussain, Hezam Gawbah. "Forecasting USD PKR exchange rates using Urdu social media sentiment." Scientific Reports, 2026. doi:10.1038/s41598-026-61286-z