Best way to do this would be using the API.
If you absolutely have to scrape, you can scrape explore location pages (<a href="https:&#x2F;&#x2F;www.instagram.com&#x2F;explore&#x2F;locations&#x2F;214147317&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.instagram.com&#x2F;explore&#x2F;locations&#x2F;214147317&#x2F;</a>). If you search &quot;owner&quot; in the source code, you&#x27;ll get <i>some</i> of the users in that location.