Keyphrase Extractor (RAKE/TextRank)
Extract multi-word keyphrases using unsupervised algorithms. No training data needed, works on any domain or language.
Install
pip install -r requirements.txtRun
python keyphrase_extractor.py --url https://example.com/post --top 20python keyphrase_extractor.py --file article.txt --method textrank --output keyphrases.xlsxExport
Add --output report.xlsx to save results as a spreadsheet.
| Flag | Description |
|---|---|
--url | Url |
--file | File |
--text | Text |
--method | Method. Options: rake, textrank, both |
--top | Top (integer) |
--output | Output |
python keyphrase_extractor.py --helpRun across all your blog posts to score quality. Sort by score in the XLSX export, then prioritize rewrites for the lowest-scoring pages.
Before publishing freelance content, run this tool to check quality signals. Use specific metrics as concrete feedback for writers.
Include the analysis in your SEO audit report. Clients appreciate data-backed recommendations over subjective opinions.
Combine with other tools for a complete workflow:
Requires: beautifulsoup4, nltk, numpy, pandas, requests. All included in requirements.txt.
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AAIO Inc — aaioinc.com/tools/keyphrase_extractor/