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GIDDY: GeospatIal Distribution DYnamics

Project description

Giddy is an open-source python library for the analysis of dynamics of longitudinal spatial data. Originating from the spatial dynamics module in PySAL (Python Spatial Analysis Library), it is under active development for the inclusion of many newly proposed analytics that consider the role of space in the evolution of distributions over time and has several new features including inter- and intra-regional decomposition of mobility association and local measures of exchange mobility in addition to space-time LISA and spatial markov methods.

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This package is part of a refactoring of PySAL.

giddy modules

  • giddy.directional Directional LISA, inference and visualization

  • giddy.markov Spatially explicit Markov methods

  • giddy.mobility Mobility indices

  • giddy.rank Spatial decomposition of exchange mobility measure

Mimicking parts of the original PySAL api can be done with

import giddy.api as ps

Installation

Install giddy by running:

$ pip install giddy

Contribute

PySAL-giddy is under active development and contributors are welcome.

If you have any suggestion, feature request, or bug report, please open a new issue on GitHub. To submit patches, please follow the PySAL development guidelines and open a pull request. Once your changes get merged, you’ll automatically be added to the Contributors List.

License

The project is licensed under the BSD license.

Funding

NSF Award #1421935 New Approaches to Spatial Distribution Dynamics

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