In this video, Srinivasan Ramani combines data analysis with on-the-ground reporting from The Hindu’s Sumit Bhattacharjee to provide insights into the fourth phase of the Lok Sabha elections in Andhra Pradesh. The state votes entirely in this single phase. The video covers the following constituencies: Araku, Srikakulam, Vizianagaram, Visakhapatnam, Anakapalle, Kakinada, Amalapuram, Rajahmundry, Narsapuram, Eluru, Machilipatnam, Vijaywada, Guntur, Narasaraopet, Bapatla, Ongole, Nandyal, Kurnool, Anantapur, Hindupur, Kadapa, Nellore, Tirupati, Rajamet, and Chittoor. The analysis combines data on voter demographics, previous election results, and current political dynamics to predict likely outcomes. Bhattacharjee provides ground-level perspectives, including interviews with candidates, voters, and political observers, to complement the data analysis. The video offers a comprehensive overview of the electoral landscape in Andhra Pradesh, making it a valuable resource for anyone interested in the upcoming Lok Sabha elections.