Analyze Political Sentiment

Discover political leanings in Mastodon profiles and text content using advanced machine learning algorithms

User Analysis

Analyze Mastodon profiles and posting patterns

Text Analysis

Analyze any text for political sentiment

Trend Analysis

Track political bias changes over time

AI Model Selection
Choose the AI model for your political analysis

Logistic Regression

scikit-learn

medium accuracy
low cost

Simple model with fast inference and good accuracy

Quick analysis
Cost effective
Good accuracy

Model Recommendations

  • • DistilRoberta-base: Best overall accuracy for complex political analysis
  • • Logistic Regression: Great for quick analysis and cost efficiency
Analyze Mastodon User
Enter a Mastodon username to analyze their political stance

This tool analyzes public content for educational and research purposes.

Results may not reflect actual political views and should be interpreted with caution.