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conda-forge.org : scikit-mobility

scikit-mobility is a library for human mobility analysis in Python. The library allows to: (i) represent trajectories and mobility flows with proper data structures, TrajDataFrame and FlowDataFrame; (ii) manage and manipulate mobility data of various formats (call detail records, GPS data, data from social media, survey data, etc.); (ii) extract mobility metrics and patterns from data, both at individual and collective level (e.g., length of displacements, characteristic distance, origin-destination matrix, etc.); (iii) generate synthetic individual trajectories using standard mathematical models (random walk models, exploration and preferential return model, etc.); (iv) generate synthetic mobility flows using standard migration models (gravity model, radiation model, etc.); (v) assess the privacy risk associated with a mobility data set.

Registry - Source - JSON
purl: pkg:conda/scikit-mobility
Keywords: complex-systems, data-analysis, data-science, human-mobility, mobility-analysis, mobility-flows, network-science, risk-assessment, scikit-mobility, statistics, synthetic-flows
License: BSD-3-Clause
Latest release: almost 2 years ago
First release: over 3 years ago
Dependent repositories: 2
Stars: 598 on GitHub
Forks: 139 on GitHub
See more repository details: repos.ecosyste.ms
Last synced: 12 days ago

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