Sentence Complexity
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❖ NLP & Text Analysis

Sentence Complexity Analyzer

v1.0 documentation

Identifies complex, hard-to-read sentences and suggests simplification. Flags passive voice, long sentences, and complex word usage.

URL inputFile inputText inputXLSX export
sentence_complexity.py134 lines5 paramsPython 3.8+
Quick start
1

Install

terminal
pip install -r requirements.txt
2

Run

terminal
python sentence_complexity.py --url https://example.com/page
terminal
python sentence_complexity.py --file article.html --output complexity.xlsx
3

Export

Add --output report.xlsx to save results as a spreadsheet.

Parameters
FlagDescription
--urlURL to analyze
--fileText/HTML file
--textRaw text
--thresholdComplexity score threshold to flag. Default: 30 (integer)
--outputSave as XLSX
help
python sentence_complexity.py --help
Use cases
Content quality audit
Writer evaluation
Client deliverable

Run 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.

Dependencies

Requires: beautifulsoup4, pandas, requests. All included in requirements.txt.

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Get the full toolkit

AAIO Inc — aaioinc.com/tools/sentence_complexity/