/House-Price

Predicting Monthly change in House Price Index, US at National Level using Supply-Demand Factors.

Primary LanguageJupyter Notebook

House-Price-Index, USA

The aim of the project is to predict the monthly change in House Price Index, US. Taking Data from Jan 2000 to Dec 2020.

Data is collected from FRED website. Downloaded Data can be found at Raw Data folder. Notebooks folder contains Data Preprocessing, Feature Selection and Model Training Notebooks. Notebooks folder also contains final dataset after feature importance in inside Data Folder.