🧬 A CLI tool to crawl, analyze, and extract content structure semantically.
Project description
🧬 Content Genome Mapper CLI
A command-line tool to crawl, analyze, visualize, and export semantic content data from web pages — ideal for SEO, content analysis, and research.
Features
- 🌐 Crawl web pages and store raw content
- 🔍 Extract salient entities and score their importance
- 🧩 Identify topic clusters from content
- 📊 Optional sentiment analysis (polarity & subjectivity)
- 📍 Extract named entities
- 🔄 Compare content and structure of two URLs
- 🧬 Batch process multiple URLs from a file
- 📦 Export analysis reports in Markdown and JSON formats
Installation
pip install content_genome_mapper
Replace with your package install instructions if different.
Usage
Use the CLI tool genome with the following commands:
Crawl a URL
genome crawl https://example.com
Analyze a URL (optional sentiment & export)
genome analyze https://example.com --sentiment --export md
Extract named entities
genome entities https://example.com
Extract topics
genome topics https://example.com
Compare two URLs
genome compare https://site1.com https://site2.com
Batch analyze URLs from a text file
genome batch urls.txt
Export Formats
- Markdown (
md) — saves a nicely formatted report - JSON (
json) — structured report data - CSV — planned for future release
Reports are saved in the data/ folder with filenames based on the domain.
Example Markdown Report
# 📌 Example Page Title
**URL**: https://example.com
**Sentiment:** Polarity 0.12, Subjectivity 0.34
## 🔍 Top Salient Entities:
- Entity1 (0.92)
- Entity2 (0.75)
## 🧩 Topics:
- Topic cluster 1
- Topic cluster 2
Dependencies
- Typer — for CLI
- Rich — for console output
- TextBlob — for sentiment analysis
- Internal modules:
content_genome_mapper.core.*
Contributing
Feel free to submit issues or pull requests to improve the tool!
License
MIT License © Amal ALexander
Contact
For questions or support, contact: amalalex95@gmail.com
Github Repo
Homepage: https://github.com/amal-alexander Repository: https://github.com/amal-alexander?tab=repositories
Project details
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