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Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015
Google Trends (GT) was mined from 2004 to 2015, searching for West-Nile virus disease (WNVD) in Italy. GT-generated data were modeled as a time series and were analyzed using classical time series analyses. In particular, correlation between GT-based Relative Search Volumes (RSVs) related to WNVD an...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5107683/ https://www.ncbi.nlm.nih.gov/pubmed/27872881 http://dx.doi.org/10.1016/j.dib.2016.10.022 |
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author | Bragazzi, Nicola Luigi Bacigaluppi, Susanna Robba, Chiara Siri, Anna Canepa, Giovanna Brigo, Francesco |
author_facet | Bragazzi, Nicola Luigi Bacigaluppi, Susanna Robba, Chiara Siri, Anna Canepa, Giovanna Brigo, Francesco |
author_sort | Bragazzi, Nicola Luigi |
collection | PubMed |
description | Google Trends (GT) was mined from 2004 to 2015, searching for West-Nile virus disease (WNVD) in Italy. GT-generated data were modeled as a time series and were analyzed using classical time series analyses. In particular, correlation between GT-based Relative Search Volumes (RSVs) related to WNVD and “real-world” epidemiological cases in the same study period resulted r=0.76 (p<0.0001) on a monthly basis and r=0.80 (p<0.0001) on a yearly basis. The partial autocorrelation analysis and the spectral analysis confirmed that a 1-year regular pattern could be detected. Correlation between GT-based RSVs related to WNVD yielded a r=0.54 (p<0.05) on a regional basis. Summarizing, GT-generated data concerning WNVD well correlated with epidemiology and could be exploited for complementing traditional surveillance. |
format | Online Article Text |
id | pubmed-5107683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-51076832016-11-21 Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 Bragazzi, Nicola Luigi Bacigaluppi, Susanna Robba, Chiara Siri, Anna Canepa, Giovanna Brigo, Francesco Data Brief Data Article Google Trends (GT) was mined from 2004 to 2015, searching for West-Nile virus disease (WNVD) in Italy. GT-generated data were modeled as a time series and were analyzed using classical time series analyses. In particular, correlation between GT-based Relative Search Volumes (RSVs) related to WNVD and “real-world” epidemiological cases in the same study period resulted r=0.76 (p<0.0001) on a monthly basis and r=0.80 (p<0.0001) on a yearly basis. The partial autocorrelation analysis and the spectral analysis confirmed that a 1-year regular pattern could be detected. Correlation between GT-based RSVs related to WNVD yielded a r=0.54 (p<0.05) on a regional basis. Summarizing, GT-generated data concerning WNVD well correlated with epidemiology and could be exploited for complementing traditional surveillance. Elsevier 2016-11-02 /pmc/articles/PMC5107683/ /pubmed/27872881 http://dx.doi.org/10.1016/j.dib.2016.10.022 Text en © 2016 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Bragazzi, Nicola Luigi Bacigaluppi, Susanna Robba, Chiara Siri, Anna Canepa, Giovanna Brigo, Francesco Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 |
title | Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 |
title_full | Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 |
title_fullStr | Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 |
title_full_unstemmed | Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 |
title_short | Infodemiological data of West-Nile virus disease in Italy in the study period 2004–2015 |
title_sort | infodemiological data of west-nile virus disease in italy in the study period 2004–2015 |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5107683/ https://www.ncbi.nlm.nih.gov/pubmed/27872881 http://dx.doi.org/10.1016/j.dib.2016.10.022 |
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