Contact

The fastest way to reach me is by email. I read every message and reply to most within a few days.

General & Corrections

Data corrections, citation requests, methodology questions, or just to say hi.

Business Inquiries

Advertising, partnerships, or content licensing. Use the same email with "Business" in the subject line.

If you're reporting a data error, please include the page URL and the specific number you believe is incorrect. This helps me trace it back to the source and fix it quickly.