Terms of Service
Last updated: July 2026
Analytic Sprint (“we”, “us”) provides educational content and practice tools on data analytics, SQL, and product analytics interview preparation, including QueryLab, our in-browser SQL practice product. Some content is free; some requires a paid Ultra account or Sprint Coins to unlock, as described below. By using this site, you agree to these terms.
Using the site
The roadmap, articles, resources, and QueryLab exercises are provided for personal learning. You’re welcome to reference and share them; please don’t republish, resell, or redistribute the content as your own.
Accounts
Creating an account (via sign-up) unlocks additional content and lets you track progress. You’re responsible for keeping your account credentials secure.
Sprint Coins
Sprint Coins are a virtual in-app currency used to unlock hints and solutions inside QueryLab. They have no cash value, cannot be redeemed for money, and cannot be transferred between accounts. Coins are granted through activities like signup, daily practice, streaks, referrals, and purchases, and spent on unlocks, at amounts we may change at any time. We may adjust or remove coins from an account to correct an error or address fraud or abuse.
Paid access and purchases
Ultra access and Sprint Coin bundles are currently granted by hand after we confirm payment by email; there is no automated checkout yet. Purchases are final. If something has gone wrong with a purchase, email us and we will look into it, but coins and Ultra access granted are not refundable once issued.
Intellectual property
The articles, roadmap, QueryLab exercises, sample datasets, expected solutions, and hints are our original work and protected by copyright. You may use them for your own learning and share a link to the site, but copying, scraping, reselling, or republishing this content, in whole or in part, on another platform or product is not allowed without our permission.
No warranty
Content is provided “as is,” based on real-world experience, but without guarantee of accuracy, completeness, or interview outcomes. QueryLab grading checks your query against our expected output; a pass is not a guarantee your approach is the only correct one or that it matches every production environment. Always verify technical details (SQL syntax, database behavior) against official documentation for your environment.
Changes
We may update these terms as the site evolves. Continued use after changes means you accept the updated terms.
Contact
Questions about these terms? Reach out at hello@analyticsprint.com.