To see the code I've used for data cleaning and manipulation on various projects, as well as my analyses, please visit my Kaggle:

To check out the code I used to create this website, please visit my Github:

For more map visualizations, please visit my Tableau:

Please feel free to reach out on Twitter or LinkedIn!