======= movekit ======= This is the documentation of **movekit**. .. image:: ../media/mover.gif :width: 250px :height: 200px .. image:: ../media/voronoi.png :width: 250px :height: 200px .. image:: ../media/network.png :width: 250px :height: 200px .. image:: ../media/movement.png :width: 250px :height: 200px .. image:: ../media/movebank.png :width: 250px :height: 200px .. image:: ../media/clustering.png :width: 250px :height: 200px movekit is an open-source software package for the processing and analysis of movement data. It has several selling points, for example * Data pre-processing (e.g. data checks, smoothing, duplicate removal, interpolation, ...) * Feature extraction (e.g. speed, acceleration, heading, distance, environment exploration, outlier detection, ...) * Group-level analysis (e.g. centroid/medoid computations, polarization, coordination, leadership, clustering, ...) * Spatial data analysis (Compute Convex hull, voronoi diagram and delaunay triangulation objects) * Network analysis with networkX (e.g. analyze network graphs over time, individual nodes, individual edges, ...) * Various plots (e.g.plots of features, static/animated plots of movement, interactive maps for geo data, ...) Contents ======== .. toctree:: :maxdepth: 2 Quick Start Data Cleaning Notebook Feature Extraction Feature Extraction Notebook Group Features Group Feature Extraction Notebook Spatial Analysis Spatial Analysis Notebook Network Analysis Network Analysis Notebook Spatio-Temporal Clustering Cluster Analysis Notebook Movebank Notebook License Authors Changelog Module Reference Indices and tables ================== * :ref:`genindex` * :ref:`modindex` * :ref:`search` .. _toctree: http://www.sphinx-doc.org/en/master/usage/restructuredtext/directives.html .. _reStructuredText: http://www.sphinx-doc.org/en/master/usage/restructuredtext/basics.html .. _references: http://www.sphinx-doc.org/en/stable/markup/inline.html .. _Python domain syntax: http://sphinx-doc.org/domains.html#the-python-domain .. _Sphinx: http://www.sphinx-doc.org/ .. _Python: http://docs.python.org/ .. _Numpy: http://docs.scipy.org/doc/numpy .. _SciPy: http://docs.scipy.org/doc/scipy/reference/ .. _matplotlib: https://matplotlib.org/contents.html# .. _Pandas: http://pandas.pydata.org/pandas-docs/stable .. _Scikit-Learn: http://scikit-learn.org/stable .. _autodoc: http://www.sphinx-doc.org/en/stable/ext/autodoc.html .. _Google style: https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings .. _NumPy style: https://numpydoc.readthedocs.io/en/latest/format.html .. _classical style: http://www.sphinx-doc.org/en/stable/domains.html#info-field-lists Acknowledgments =============== movekit is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy – EXC 2117 – 422037984.