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Tweets on the Road
The pervasiveness of mobile devices, which is increasing daily, is generating a vast amount of geo-located data allowing us to gain further insights into human behaviors. In particular, this new technology enables users to communicate through mobile social media applications, such as Twitter, anytim...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4139377/ https://www.ncbi.nlm.nih.gov/pubmed/25141161 http://dx.doi.org/10.1371/journal.pone.0105407 |
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author | Lenormand, Maxime Tugores, Antònia Colet, Pere Ramasco, José J. |
author_facet | Lenormand, Maxime Tugores, Antònia Colet, Pere Ramasco, José J. |
author_sort | Lenormand, Maxime |
collection | PubMed |
description | The pervasiveness of mobile devices, which is increasing daily, is generating a vast amount of geo-located data allowing us to gain further insights into human behaviors. In particular, this new technology enables users to communicate through mobile social media applications, such as Twitter, anytime and anywhere. Thus, geo-located tweets offer the possibility to carry out in-depth studies on human mobility. In this paper, we study the use of Twitter in transportation by identifying tweets posted from roads and rails in Europe between September 2012 and November 2013. We compute the percentage of highway and railway segments covered by tweets in 39 countries. The coverages are very different from country to country and their variability can be partially explained by differences in Twitter penetration rates. Still, some of these differences might be related to cultural factors regarding mobility habits and interacting socially online. Analyzing particular road sectors, our results show a positive correlation between the number of tweets on the road and the Average Annual Daily Traffic on highways in France and in the UK. Transport modality can be studied with these data as well, for which we discover very heterogeneous usage patterns across the continent. |
format | Online Article Text |
id | pubmed-4139377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41393772014-08-25 Tweets on the Road Lenormand, Maxime Tugores, Antònia Colet, Pere Ramasco, José J. PLoS One Research Article The pervasiveness of mobile devices, which is increasing daily, is generating a vast amount of geo-located data allowing us to gain further insights into human behaviors. In particular, this new technology enables users to communicate through mobile social media applications, such as Twitter, anytime and anywhere. Thus, geo-located tweets offer the possibility to carry out in-depth studies on human mobility. In this paper, we study the use of Twitter in transportation by identifying tweets posted from roads and rails in Europe between September 2012 and November 2013. We compute the percentage of highway and railway segments covered by tweets in 39 countries. The coverages are very different from country to country and their variability can be partially explained by differences in Twitter penetration rates. Still, some of these differences might be related to cultural factors regarding mobility habits and interacting socially online. Analyzing particular road sectors, our results show a positive correlation between the number of tweets on the road and the Average Annual Daily Traffic on highways in France and in the UK. Transport modality can be studied with these data as well, for which we discover very heterogeneous usage patterns across the continent. Public Library of Science 2014-08-20 /pmc/articles/PMC4139377/ /pubmed/25141161 http://dx.doi.org/10.1371/journal.pone.0105407 Text en © 2014 Lenormand et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Lenormand, Maxime Tugores, Antònia Colet, Pere Ramasco, José J. Tweets on the Road |
title | Tweets on the Road |
title_full | Tweets on the Road |
title_fullStr | Tweets on the Road |
title_full_unstemmed | Tweets on the Road |
title_short | Tweets on the Road |
title_sort | tweets on the road |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4139377/ https://www.ncbi.nlm.nih.gov/pubmed/25141161 http://dx.doi.org/10.1371/journal.pone.0105407 |
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