The main objectives of the project are:
- exploratory data analysis
- pre-processing
- feature extraction
- price prediction of houses.
Detailed information about the project's scope can be found below: Data_analysis_and_house_price_prediction.ipynb
To run the project locally:
git clone https://github.com/DimitrisReppas/House_price_analysis_and_prediction.git
To install the requirements:
pip install -r /path/to/House_price_analysis_and_prediction/requirements.txt
Data_analysis_and_house_price_prediction.ipynb is a Jupyter Notebook containing the code for the exploratory data analysis and house price prediction. In this notebook, one can find the discussion of the results as well.