Hashtag Extractor

Extract all hashtag tokens without the # symbol, in order of appearance.

Description

Extract ASCII hashtag tokens in source order without their # prefix.

The hashtag extractor supports lightweight indexing and occurrence analysis while preserving duplicates, original case, and order.

When to use Hashtag Extractor

  • Collect tags from a caption
  • Prepare tags for frequency analysis
  • Test simple hashtag parsing

How the calculation works

Every # followed by ASCII letters, digits, or underscores is matched. A lone hash is ignored and punctuation ends the token.

Interpreting the result

The result is an occurrence list, not a set: duplicates remain and `#Tag` differs from `#tag`. Normalize or deduplicate in a separate step when needed.

Important limitations

  • The grammar may differ from a social platform's Unicode hashtag rules.
  • The tool does not verify whether a tag exists externally.
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