name: text-stats description: Analyze text documents for word count, reading time, readability scores (Flesch-Kincaid, Gunning Fog), keyword density, and sentence statistics. Supports multiple languages including CJK. Zero dependencies. author: zacjiang version: 1.0.0 tags: text, analysis, readability, word count, statistics, seo, content, writing

Text Stats

Analyze any text document for readability, word count, keyword density, and more. Perfect for content optimization, SEO analysis, or writing improvement.

Usage

Full analysis

python3 {baseDir}/scripts/text_stats.py analyze document.txt
python3 {baseDir}/scripts/text_stats.py analyze document.md

Word count only

python3 {baseDir}/scripts/text_stats.py wc document.txt

Keyword density

python3 {baseDir}/scripts/text_stats.py keywords document.txt --top 20

Reading time

python3 {baseDir}/scripts/text_stats.py time document.txt

Output Example

📊 Text Analysis: article.md
━━━━━━━━━━━━━━━━━━━━━━━━━━
Words:          2,847
Characters:     16,203
Sentences:      142
Paragraphs:     38
Avg words/sent: 20.0
Reading time:   ~11 min (at 250 wpm)

Readability:
  Flesch-Kincaid Grade: 8.2 (8th grade)
  Flesch Reading Ease:  62.1 (Standard)
  Gunning Fog Index:    10.4

Top Keywords:
  AI (47x, 1.65%)
  agent (31x, 1.09%)
  data (28x, 0.98%)

Features

• 📏 Word, character, sentence, paragraph counts
• ⏱️ Estimated reading time
• 📖 Readability scores (Flesch-Kincaid, Gunning Fog, Flesch Reading Ease)
• 🔑 Keyword frequency and density
• 🇨🇳 CJK character counting (Chinese characters = words)

  7w4.net提供免费和付费技能下载。

• 🪶 Zero dependencies — Python stdlib only

Dependencies

None! Uses only Python standard library.

这个文本分析工具质量不错，功能齐全，操作简单，文档清晰，容易上手。不过部分高级功能（比如可读性评分）主要针对英文，对中文支持有限，使用时需要注意。另外，如果文件路径写错或遇到编码问题，可能没有友好的错误提示。总体来说，适合需要分析英文内容或做 SEO 优化的用户，是一款实用的小工具。