Real Estate Prediction in Madrid

In this personal project, I will explore Real Estate data from houses in Madrid in order to train a model and predict properties prices.

I will also create a simple web interface in order to allow the user to predict house prices in an interactive way.

The data can be obtained from Madrid real estate market (direct download link).

Installation

git clone https://github.com/igonro/real-estate-prediction.git
cd real-estate-prediction
conda env create -f conda.yaml
conda activate real_estate

Usage

You must have your conda environment activated.

Run notebooks:

• Execute jupyter-lab.
• Access the Jupyter server on the browser.
• Click Run > Run All Cells.

Run website:

• Execute python app.py.
• Access the Flask server on the browser: http://localhost:5000.