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scikit-mobility

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A toolbox for analyzing and processing mobility data.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::scikit-mobility

Usage Tracking

1.3.1
1.2.3
1.2.2
1.1.2
4 / 8 versions selected
Downloads (Last 6 months): 0

Description

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.

About

Summary

A toolbox for analyzing and processing mobility data.

Last Updated

Jun 15, 2022 at 12:18

License

BSD-3-Clause

Total Downloads

19.0K

Supported Platforms

noarch