Both yes and no: the data protection regulation does not always apply to private individuals.
The Data Protection Regulation does not apply to private individuals when it comes to things that are of a purely private nature (or that are related to the person’s household).
But if the person, for example, has a blog that contains personal data, then (of course) GDPR applies!