Urban Patterns and Analysis Study

This study employs statistical techniques to analyze household distribution patterns in Ahmedabad. It explores relationships between total households, permanent households, workforce population, and literacy rates using histograms, scatterplots, and regression models. Key findings include a strong positive correlation between total and permanent households (R² = 0.99) and insights into state-wise variations. The analysis highlights how log transformations improve regression accuracy and how different variables impact urban household distribution, providing a data-driven understanding of urbanization trends.