Collective Movement Exploration

A web application to explore and analyze collective movement datasets.

Visualize the Collective Movement

5 Stickelback fish	151 Goldenshiner fish

Main Features

• User and role management
• Upload datasets
• Feature extraction and visualization
  • Speed, acceleration, distance to centroid
  • Centroid, medoid, convex hull, delaunay triangulation, voronoi diagram
  • Convex hull area, swarm speed, swarm acceleration
• Network generation based on similarity
• Hierarchical clustering exploration
• Spatial view
• Line Chart, trend chart
• Zoom, pan & drag, brushing, tooltip
• REST API
• Streaming
• Export as CSV

Demo

You can test a fully working live demo here

Documentation

• Installation
• Input Files
• Rest API

Built With

• Flask - The web framework used
• D3 - Visualizations
• jQuery
• jQuery UI
• Bootstrap 4
• Papaparse
• Webpack
• Python libraries

Authors

• Eren Cakmak - Initial work
• Lukas Weixler

See also the list of contributors

License

Released under a GNU General Public License. See the LICENSE.md file for details

Acknowledgments

Thanks to Juri Buchmüller, Prof. Daniel Keim, Jolle Jolles, Prof. Dr. Alex Jordan and Prof. Dr. Iain Couzin for their direct support of this project