Umar Ashraf, Ms. Ayesha Akram, Saba Ashraf, Armeen Pervez, and M Ehsan Alvi. “ANALYZING SENTIMENTS ON X USING MACHINE LEARNING”. Spectrum of Engineering Sciences 3, no. 8 (August 30, 2025): 1233–1239. Accessed August 19, 2026. https://thesesjournal.com/index.php/1/article/view/942.