This project is centered around exploratory data analysis (EDA) techniques and statistical analysis, as well as modeling data using linear regression.
You will use the King County Housing Data: This dataset contains information about home sales in King County (USA).
Your task will be to perform an extensive EDA and to train a explanatory linear regression model. The task is not only to explain the data but also to evaluate how well the model is fitting the data. For a more detailed task description have a look at the assignment.
Please create a new repository (if you like you can use this neuefische Repo template. If you create a new repo you can do it with a Repository template choose here ds-project-template) for this project. Make sure you also create and activate a new virtual environment inside your project repo.
In this environment you can install all the packages you will use during your project using pip.
pyenv local 3.8.5
python -m venv .venv
source .venv/bin/activate