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Replacing discontinued Big Tech mobility reports: a penetration-based analysis

People mobility data sets played a role during the COVID-19 pandemic in assessing the impact of lockdown measures and correlating mobility with pandemic trends. Two global data sets were Apple’s Mobility Trends Reports and Google’s Community Mobility Reports. The former is no longer available online...

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Autor principal: Finazzi, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844950/
https://www.ncbi.nlm.nih.gov/pubmed/36650298
http://dx.doi.org/10.1038/s41598-023-28137-7
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author Finazzi, Francesco
author_facet Finazzi, Francesco
author_sort Finazzi, Francesco
collection PubMed
description People mobility data sets played a role during the COVID-19 pandemic in assessing the impact of lockdown measures and correlating mobility with pandemic trends. Two global data sets were Apple’s Mobility Trends Reports and Google’s Community Mobility Reports. The former is no longer available online, while the latter is no longer updated since October 2022. Thus, new products are required. To establish a lower bound on data set penetration guaranteeing high adherence between new products and the Big Tech products, an independent mobility data set based on 3.8 million smartphone trajectories is analysed to compare its information content with that of the Google data set. This lower bound is determined to be around 10(−4) (1 trajectory every 10,000 people) suggesting that relatively small data sets are suitable for replacing Big Tech reports.
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spelling pubmed-98449502023-01-18 Replacing discontinued Big Tech mobility reports: a penetration-based analysis Finazzi, Francesco Sci Rep Article People mobility data sets played a role during the COVID-19 pandemic in assessing the impact of lockdown measures and correlating mobility with pandemic trends. Two global data sets were Apple’s Mobility Trends Reports and Google’s Community Mobility Reports. The former is no longer available online, while the latter is no longer updated since October 2022. Thus, new products are required. To establish a lower bound on data set penetration guaranteeing high adherence between new products and the Big Tech products, an independent mobility data set based on 3.8 million smartphone trajectories is analysed to compare its information content with that of the Google data set. This lower bound is determined to be around 10(−4) (1 trajectory every 10,000 people) suggesting that relatively small data sets are suitable for replacing Big Tech reports. Nature Publishing Group UK 2023-01-17 /pmc/articles/PMC9844950/ /pubmed/36650298 http://dx.doi.org/10.1038/s41598-023-28137-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Finazzi, Francesco
Replacing discontinued Big Tech mobility reports: a penetration-based analysis
title Replacing discontinued Big Tech mobility reports: a penetration-based analysis
title_full Replacing discontinued Big Tech mobility reports: a penetration-based analysis
title_fullStr Replacing discontinued Big Tech mobility reports: a penetration-based analysis
title_full_unstemmed Replacing discontinued Big Tech mobility reports: a penetration-based analysis
title_short Replacing discontinued Big Tech mobility reports: a penetration-based analysis
title_sort replacing discontinued big tech mobility reports: a penetration-based analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844950/
https://www.ncbi.nlm.nih.gov/pubmed/36650298
http://dx.doi.org/10.1038/s41598-023-28137-7
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