This document provides an analysis of the real estate market in non-capital cities and towns of State A and State B. It includes data formation, data analysis, descriptive statistics, and predictive models for house and unit prices. The objective is to develop models to predict prices based on variables such as internal area, number of bedrooms, bathrooms, and garages.