Guide

Our approach to personal data in reviews

Why the Product Reviews dataset drops reviewer names, and what we keep instead.

Review text is useful for product research. Reviewer identities are not needed for that, so we remove them before delivery.

What we remove

  • Reviewer names and profile links.

  • Profile photos.

  • Any email address or phone number found in review text.

What we keep

Rating, headline, review text and date. This is placeholder content, not legal advice.

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