Real Estate Market Price Prediction Framework Based on Public Data Sources with Case Study from Croatia

This study uses machine learning algorithms as a research methodology to develop a housing price prediction model of apartments in Zagreb, Croatia. In this paper we’ve analyzed Croatian largest real estate ad online service njuskalo.hr. In period from April to May we’ve collected several times all ads related to Zagreb area. Each time approximately 8 000–9 000 ads were analyzed.