Contact Us

Have a question, a data suggestion, a correction, or just want to say hello? I'd love to hear from you.

Reach Out

The best way to contact me is through LinkedIn or X:

What to Reach Out About

  • Article suggestions or dataset ideas
  • Corrections or feedback on published analyses
  • Collaboration inquiries
  • General questions or comments

I'm a solopreneur running this site solo, so response times may vary — but I do read every message.