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Thakkarbapanagar, located in Ahmedabad, represents a densely populated residential area with mixed land use, including commercial and institutional facilities. The area exhibits a gridiron street pattern, ensuring moderate connectivity but limited open spaces. The neighborhood is characterized by low to mid-rise buildings and informal developments, reflecting rapid urbanization. Essential infrastructure, such as public transportation, water supply, and waste management, is present but often under strain due to the high population density. Enhancing green spaces, improving traffic management, and ensuring sustainable infrastructure development are critical interventions to address existing urban challenges.