📝 Text Skip‑grams Generator
What Are Skip‑grams?
A k‑skip‑n‑gram is a sequence of n words that appears in a text while allowing up to k skips (gaps) between any two consecutive words. It’s a generalization of standard n‑grams that captures more context and patterns.
How They Work
For a sentence "the quick brown fox jumps" with n=2 and k=1, you get:
- (the, quick) – no skip
- (the, brown) – skip 1 word (“quick”)
- (quick, brown) – no skip
- (quick, fox) – skip 1 word (“brown”)
- (brown, fox) – no skip
- (brown, jumps) – skip 1 word (“fox”) … and so on.
Only combinations where the gap between selected words is ≤ k are kept. This helps in tasks like word2vec, text similarity, and keyword extraction.
Why Use This Tool?
- Bloggers & SEO specialists – quickly generate related phrase variations for content ideas.
- NLP students & researchers – experiment with skip‑gram parameters without writing code.
- Content creators – understand word associations in headlines or meta descriptions.
How to Interpret the Results
The generated list shows every valid k‑skip‑n‑gram found in your input text. You can copy the entire list with one click and use it for analysis. The tool automatically splits text by whitespace, so it works best with clean, tokenized input.
Tip: Try different combinations of n and k to see how the number of skip‑grams changes. A higher k yields many more combinations, which can be great for discovering hidden co‑occurrence patterns.
