Renewable energy sources like solar and wind power are important for sustainable energy. Despite efforts to promote renewable energy, fossil fuels still dominate electricity production worldwide. Public awareness is key to accepting renewable energy technologies. Integrating renewable energy sources can help manage global energy crises. Public opinion, as seen through tweets, can guide future research and industry decisions.