WikiHow Gender Analysis

Research project analyzing gender-based participation patterns in WikiHow article editing across different topical continuums.

Project Structure

WikiHow Project/
├── wikihow/          # Core library for data processing
├── deepseek/         # AI bridge for semantic analysis
├── scripts/          # Operational scripts
├── data/             # Selected datasets
└── run_all.py        # Main execution entry

Setup

1. Install dependencies:

   pip install -r requirements.txt

2. Run the full analysis pipeline:

   python run_all.py --publication

Key Metrics

The analysis tracks the following metrics across various continuums:

• Editor gender distribution
• Contribution volume (bytes added/removed)
• Temporal trends (2005-present)

Data Usage

The project utilizes authentic data collected from the WikiHow platform. All analysis is performed using high-fidelity historical metadata to ensure research integrity.

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Research project repository.