pyActigraphy: Open-source python package for actigraphy data visualization and analysis

Author:

Hammad GrégoryORCID,Reyt MathildeORCID,Beliy Nikita,Baillet MarionORCID,Deantoni MicheleORCID,Lesoinne Alexia,Muto VincenzoORCID,Schmidt ChristinaORCID

Abstract

Over the past 40 years, actigraphy has been used to study rest-activity patterns in circadian rhythm and sleep research. Furthermore, considering its simplicity of use, there is a growing interest in the analysis of large population-based samples, using actigraphy. Here, we introduce pyActigraphy, a comprehensive toolbox for data visualization and analysis including multiple sleep detection algorithms and rest-activity rhythm variables. This open-source python package implements methods to read multiple data formats, quantify various properties of rest-activity rhythms, visualize sleep agendas, automatically detect rest periods and perform more advanced signal processing analyses. The development of this package aims to pave the way towards the establishment of a comprehensive open-source software suite, supported by a community of both developers and researchers, that would provide all the necessary tools for in-depth and large scale actigraphy data analyses.

Funder

H2020 European Research Council

Fonds De La Recherche Scientifique - FNRS

Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture

Publisher

Public Library of Science (PLoS)

Subject

Computational Theory and Mathematics,Cellular and Molecular Neuroscience,Genetics,Molecular Biology,Ecology,Modeling and Simulation,Ecology, Evolution, Behavior and Systematics

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