🗺️ Járőkelő Embeddings Visualizations

Interactive 2D visualizations of civic issue embeddings using dimensionality reduction

About These Visualizations

These interactive plots show civic issues from the Járőkelő platform mapped to a 2D space based on their text content similarity. Points that are close together represent issues with similar content, while distant points represent very different types of issues.

Each visualization colors the points by a different metadata field to help identify patterns and clusters in the data.

Districts
See how issues cluster by geographic districts in Budapest
Issue Status
Explore the distribution of issue statuses (solved, pending, etc.)
Categories
Discover patterns in different types of civic issues
Responsible Institutions
Analyze how different responsible institutions handle various issues

Technical Details: Embeddings generated using sentence-transformers, dimensionality reduction via t-SNE, visualized with Plotly.

Generated automatically by the Járőkelő Tracker embeddings visualization pipeline.