Analysis and Prediction of house prices

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

Run locally

To run the project locally:

  git clone https://github.com/DimitrisReppas/House_price_analysis_and_prediction.git

Requirements

To install the requirements:

  pip install -r /path/to/House_price_analysis_and_prediction/requirements.txt

EDA, predictions and discussion

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.