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README.md

Text Analysis Suite

Overview

The Text Analysis Suite is a collection of Python modules designed to analyze text for various linguistic attributes. This suite provides insights into the complexity, diversity, and authorship likelihood of a given text.

Features

  • Authorship Detection: Detects the likelihood of a text being AI-generated based on specific algorithms.
  • Language Complexity Analysis: Evaluates the complexity of the language used in the text by calculating average word length.
  • Vocabulary Diversity Analysis: Measures the diversity of the vocabulary by calculating the unique word ratio.

Directory Structure

  • authorship_detection.py: Detects AI authorship likelihood
  • language_analysis.py: Analyzes language complexity
  • vocabulary_analysis.py: Analyzes vocabulary diversity
  • analyze_text.py: Integrates all analysis modules
  • README.md: Documentation for the suite

Usage

Authorship Detection

To detect whether a text is likely AI-generated:

from authorship_detection import detect_authorship

text = "Your input text here"
authorship_info = detect_authorship(text)
print(authorship_info)

Language Complexity Analysis

To analyze the language complexity of a text:

from language_analysis import analyze_language_complexity

text = "Your input text here"
language_info = analyze_language_complexity(text)
print(language_info)

Vocabulary Diversity Analysis

To analyze the vocabulary diversity of a text:

from vocabulary_analysis import analyze_vocabulary_diversity

text = "Your input text here"
vocabulary_info = analyze_vocabulary_diversity(text)
print(vocabulary_info)

Combined Analysis

To perform a combined analysis of authorship, language complexity, and vocabulary diversity:

from analyze_text import analyze_text, output_metadata

text = "Your input text here"
analysis_results = analyze_text(text)
output_metadata(analysis_results)

Installation

Clone the repository and navigate to the directory:

git clone https://github.com/your-repo-url/text-analysis-suite.git
cd text-analysis-suite

License

This project is licensed under the MIT License - see the LICENSE.md file for details.

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