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Capture-24: Activity tracker dataset for human activity recognition

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Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Role:
Depositor, Creator, Data curator
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Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Role:
Creator, Data curator
More by this author/creator
Institution:
University College London
Role:
Data collector, Creator
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Institution:
University of Oxford
Division:
SSD
Department:
Sociology
Role:
Data collector, Creator
More by this author/creator
Institution:
University of Melbourne
Role:
Data collector, Creator
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The British Heart Foundation Centre of Research Excellence More from this funder
University of Oxford Advanced Research Computing More from this funder
National Institute for Health Research More from this funder
Oxford Biomedical Research Centre More from this funder
Li Ka Shing Foundation More from this funder
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Publisher:
University of Oxford
Publication date:
2021
Spatial coverage:
Oxford
Digital size:
7GB
File format:
.csv
Physical storage location:
University of Oxford
Digital storage location:
University of Oxford
Version number:
version 0
DOI:
Temporal coverage:
01/01/2014 - 31/12/2016
Data collected:
2014 - 2016-12-31
Language:
English
Keywords:
Subjects:
Documentation:
This dataset contains Axivity AX3 wrist-worn activity tracker data that were collected from 151 participants in 2014-2016 around the Oxfordshire area. Participants were asked to wear the device in daily living for a period of roughly 24 hours, amounting to a total of almost 4,000 hours. Vicon Autograph wearable cameras and Whitehall II sleep diaries were used to obtain the ground truth activities performed during the period (e.g. sitting watching TV, walking the dog, washing dishes, sleeping)... Expand documentation
Deposit date:
2021-10-19

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