Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012
The present data article describes high-school drop-out related web activities in Canada, from 2004 to 2012, obtained mining Google Trends (GT), using high-school drop-out as key-word. The searches volumes were processed, correlated and cross-correlated with statistical data obtained at national and...
Published in: | Data in Brief |
---|---|
Main Authors: | , , , , , |
Other Authors: | , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
2016
|
Subjects: | |
Online Access: | http://hdl.handle.net/11567/854777 https://doi.org/10.1016/j.dib.2016.09.032 |
id |
ftunivgenova:oai:iris.unige.it:11567/854777 |
---|---|
record_format |
openpolar |
spelling |
ftunivgenova:oai:iris.unige.it:11567/854777 2024-04-14T08:15:10+00:00 Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 SIRI, ANNA MARTINI, MARIANO BRAGAZZI, NICOLA LUIGI Khabbache, Hicham Al Jafar, Ali Brigo, Francesco Siri, Anna Khabbache, Hicham Al Jafar, Ali Martini, Mariano Brigo, Francesco Bragazzi, NICOLA LUIGI 2016 ELETTRONICO http://hdl.handle.net/11567/854777 https://doi.org/10.1016/j.dib.2016.09.032 eng eng info:eu-repo/semantics/altIdentifier/pmid/27790632 info:eu-repo/semantics/altIdentifier/wos/WOS:000453170500110 volume:9 firstpage:679 lastpage:684 numberofpages:6 journal:DATA IN BRIEF http://hdl.handle.net/11567/854777 doi:10.1016/j.dib.2016.09.032 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85014394122 Google Trend High-school drop-out info:eu-repo/semantics/article 2016 ftunivgenova https://doi.org/10.1016/j.dib.2016.09.032 2024-03-21T02:26:04Z The present data article describes high-school drop-out related web activities in Canada, from 2004 to 2012, obtained mining Google Trends (GT), using high-school drop-out as key-word. The searches volumes were processed, correlated and cross-correlated with statistical data obtained at national and province level and broken down for gender. Further, an autoregressive moving-average (ARMA) model was used to model the GT-generated data. From a qualitative point of view, GT-generated relative search volumes (RSVs) reflect the decrease in drop-out rate. The peak in the Internet-related activities occurs in 2004 (56.35%, normalized value), and gradually declines to 40.59% (normalized value) in 2007. After, it remains substantially stable until 2012 (40.32%, normalized value). From a quantitative standpoint, the correlations between Canadian high-school drop-out rate and GT-generated RSVs in the study period (2004-2012) were statistically significant both using the drop-out rate for academic year and the 3-years moving average. Examining the data broken down by gender, the correlations were higher and statistically significant in males than in females. GT-based data for drop-out resulted best modeled by an ARMA(1,0) model. Considering the cross correlation of Canadian regions, all of them resulted statistically significant at lag 0, apart from for New Brunswick, Newfoundland and Labrador and the Prince Edward island. A number or cross-correlations resulted statistically significant also at lag -1 (namely, Alberta, Manitoba, New Brunswick and Saskatchewan). Article in Journal/Newspaper Newfoundland Prince Edward Island Università degli Studi di Genova: CINECA IRIS Canada Newfoundland Data in Brief 9 679 684 |
institution |
Open Polar |
collection |
Università degli Studi di Genova: CINECA IRIS |
op_collection_id |
ftunivgenova |
language |
English |
topic |
Google Trend High-school drop-out |
spellingShingle |
Google Trend High-school drop-out SIRI, ANNA MARTINI, MARIANO BRAGAZZI, NICOLA LUIGI Khabbache, Hicham Al Jafar, Ali Brigo, Francesco Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 |
topic_facet |
Google Trend High-school drop-out |
description |
The present data article describes high-school drop-out related web activities in Canada, from 2004 to 2012, obtained mining Google Trends (GT), using high-school drop-out as key-word. The searches volumes were processed, correlated and cross-correlated with statistical data obtained at national and province level and broken down for gender. Further, an autoregressive moving-average (ARMA) model was used to model the GT-generated data. From a qualitative point of view, GT-generated relative search volumes (RSVs) reflect the decrease in drop-out rate. The peak in the Internet-related activities occurs in 2004 (56.35%, normalized value), and gradually declines to 40.59% (normalized value) in 2007. After, it remains substantially stable until 2012 (40.32%, normalized value). From a quantitative standpoint, the correlations between Canadian high-school drop-out rate and GT-generated RSVs in the study period (2004-2012) were statistically significant both using the drop-out rate for academic year and the 3-years moving average. Examining the data broken down by gender, the correlations were higher and statistically significant in males than in females. GT-based data for drop-out resulted best modeled by an ARMA(1,0) model. Considering the cross correlation of Canadian regions, all of them resulted statistically significant at lag 0, apart from for New Brunswick, Newfoundland and Labrador and the Prince Edward island. A number or cross-correlations resulted statistically significant also at lag -1 (namely, Alberta, Manitoba, New Brunswick and Saskatchewan). |
author2 |
Siri, Anna Khabbache, Hicham Al Jafar, Ali Martini, Mariano Brigo, Francesco Bragazzi, NICOLA LUIGI |
format |
Article in Journal/Newspaper |
author |
SIRI, ANNA MARTINI, MARIANO BRAGAZZI, NICOLA LUIGI Khabbache, Hicham Al Jafar, Ali Brigo, Francesco |
author_facet |
SIRI, ANNA MARTINI, MARIANO BRAGAZZI, NICOLA LUIGI Khabbache, Hicham Al Jafar, Ali Brigo, Francesco |
author_sort |
SIRI, ANNA |
title |
Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 |
title_short |
Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 |
title_full |
Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 |
title_fullStr |
Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 |
title_full_unstemmed |
Infodemiological data of high-school drop-out related web searches in Canada correlating with real-world statistical data in the period 2004-2012 |
title_sort |
infodemiological data of high-school drop-out related web searches in canada correlating with real-world statistical data in the period 2004-2012 |
publishDate |
2016 |
url |
http://hdl.handle.net/11567/854777 https://doi.org/10.1016/j.dib.2016.09.032 |
geographic |
Canada Newfoundland |
geographic_facet |
Canada Newfoundland |
genre |
Newfoundland Prince Edward Island |
genre_facet |
Newfoundland Prince Edward Island |
op_relation |
info:eu-repo/semantics/altIdentifier/pmid/27790632 info:eu-repo/semantics/altIdentifier/wos/WOS:000453170500110 volume:9 firstpage:679 lastpage:684 numberofpages:6 journal:DATA IN BRIEF http://hdl.handle.net/11567/854777 doi:10.1016/j.dib.2016.09.032 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85014394122 |
op_doi |
https://doi.org/10.1016/j.dib.2016.09.032 |
container_title |
Data in Brief |
container_volume |
9 |
container_start_page |
679 |
op_container_end_page |
684 |
_version_ |
1796313431246110720 |