Sami Ullah, Amer Taj, Rida Zarkash, Mudassir Ahmad Khan and Muhammad Imran Khan Khalil 2026. A Hybrid Machine Learning Framework for Multi-Class Twitter Sentiment Analysis Using Logistic Regression and Random Forest. Spectrum of Engineering Sciences. 4, 2 (Feb. 2026), 1803–1815.