Awesome stuff Henry.
Data cleaning is the ugly duck of the analysis workflow and it so often gets neglected - a huge mistake. It's great to see that you're digging into all the aspects of the workflow. No better way to stay a well-rounded, professional analyst.
Keep up the good work!