What we collect (and what we don't)
This report compiles publicly available activity from Candace Owens's social profiles on TikTok, X, and Instagram, captured on 2026-06-03. Across these profiles we reviewed approximately 36,615 content data points and 2,441 public interactions — original posts, replies, comments, and reposts. We collect only what a member of the public can see by visiting these profiles directly. We do not access private accounts, login-gated content, direct messages, or anything outside the named profiles listed above. Posts deleted before our scan ran are not recoverable; where access is otherwise restricted, the report flags the gap rather than guessing what sits behind it. All content is reviewed in the language of the original post.
How the data is reviewed
Each captured item passes through a multi-stage automated review:
- First, we filter out the noise. Routine activity that doesn't tell us anything about how the subject thinks — random photos, location check-ins, simple reshares — is set aside so we can focus on what they actually said.
- Next, we group by topic and tone. Substantive posts are sorted into the report's categories — what the subject talks about, who they direct language at, and how strong that language is.
- We then look for patterns. A single sharp post is weighed less than the same kind of language repeated across many posts. The report only surfaces what shows up consistently.
- Finally, we let the source speak. Representative posts are quoted directly so you can see the words yourself and form your own view.
Limitations & recency
Automated language analysis is imperfect — it can miss sarcasm, mishandle idiom, or overstate patterns in second-language writing. Severity ratings reflect a calibrated scale, not absolute truth. This report is a starting point, not a final judgment; every finding should be validated against in-person interview or other primary information before being acted upon. The report is a snapshot of 2026-06-03; a re-scan can be requested at any time.
