This repository offers an analysis of factors that influence housing prices in King County, WA
├── README.md <-- Main README file explaining the project's business case,
│ methodology, and findings
│
├── data <-- Data in CSV format
│ ├── processed <-- Processed (combined, cleaned) data used for modeling
│ └── raw <-- Original (immutable) data dump
│
├── notebooks <-- Jupyter Notebooks for exploration and presentation
│ ├── exploratory <-- Unpolished exploratory data analysis (EDA) notebooks
│ └── report <-- Polished final notebook(s)
│
├── references <-- Data dictionaries, manuals, and project instructions
│
└── reports <-- Generated analysis (including presentation.pdf)
└── figures <-- Generated graphics and figures to be used in reporting
TODO: add setup instructions (e.g. the name of the Conda environment file)
TODO: add business understanding
TODO: add data understanding, including at least 3 high-quality visualizations
TODO: add data preparation (which can be quite brief, but make sure you explain any dropped records)
TODO: add modeling. What are the features of your final model?
TODO: add evaluation. How well does your model meet the assumptions of linear regression?
TODO: add conclusion. How does your model answer the business question?