movekit 0.1.15

Simple and effective tools for the analysis of movement data

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)
• Spatial data analysis (Voronoi, delaunay triangulation)
• Network analysis with networkX

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Installation

The easiest way to install movekit is by using pip :

pip install movekit

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Demo

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

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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.