Housing Costs Insights

Project Overview: Housing Analytics & Visualisation Tool

This data analysis and visualisation toolkit helps understand housing markets through the lens of price, gender, and income data.

Key Features: - Statistical analysis with outlier handling - Interactive histogram visualisations - Housing cost distribution by gender - Market share analysis comparing income to housing costs - Customisable colour schemes for visualisations - Demo dataset featuring European cities - Expandable to worldwide housing data

Ideal For: - Real estate professionals - Property market analysts - Journalism and reporting teams - Property tech startups

Development Status The core data science and visualisation components are in place but require further development. The system is designed to work with any similarly formatted housing datasets, making it adaptable for different markets and regions.

Business Potential The toolkit can be scaled into a comprehensive housing market insights service by: - Expanding data collection to global cities - Developing region-specific market analysis - Creating subscription-based access to insights - Offering customised reporting services

The framework is ready for customisation and expansion, making it an excellent foundation for a property market analytics business.