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Simple and effective tools for the analysis of movement data

Project description

MOVEKIT

movekit is an open-source software package for the processing and analysis of movement data.

Features:

  • Data pre-processing (e.g. data checks, smoothing, duplicate removal, interpolation, outlier detection)
  • Feature extraction (e.g. speed, acceleration, heading)
  • Individual-level movement analysis (e.g. autocorrelation, speed distribution, environment exploration)
  • Group-level analysis (e.g. cohesion, polarisation, coordination, leadership, clustering)
  • Spatial data analysis (Voronoi, delaunay triangulation)
  • Network analysis with networkX

movekit provides support for use cases with movement data and trajectories:

Data:

  • 2-dimensional data in the Euclidean space
  • 3-dimensional data in the Euclidean space
  • GPS coordinates (latitude and longitude)

Installation

The easiest way to install movekit is by using pip :

pip install movekit

Demo

You can view a demo of common features here: Jupyter Notebooks.


License

Released under a GNU General Public License. See the LICENSE file for details. List of Authors

The package is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy – EXC 2117 – 422037984.

Project details


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