About this site

Data Literacy Starter is an educational, reading-first reference published on qwertywelch.com. It is designed for beginners, students, educators, nonprofit teams, and public-sector staff who want trustworthy introductions—not interactive courses, accounts, or embedded analytics products.

Curation principles

We favor primary publishers (government statistics offices, standards bodies, and established education nonprofits), link out with clear labels, and keep summaries short enough to scan. External pages may change; always verify critical details at the source.

What you will not find here

There are no quizzes, certifications, user logins, comments, or live dataset explorers. The MVP is intentionally static: local JSON and pages you can read offline after build.

Using this material

Content is for learning and discussion. It is not legal, medical, or statistical advice. When you cite numbers in memos or public communication, follow your organization's style guide and link the original dataset documentation.