test
Search publications, data, projects and authors

Conference

English

ID: <

fthacettepeuniav:a2ba3d13-c0ba-4d87-a2d6-810682206b68

>

Where these data come from
Popular with what? Market basket analysis of Google trend topics related to female employment

Abstract

Popular with what? Market basket analysis of Google trend topics related to female employment Dr Anil Boz Semerci (Hacettepe University) - Presenting Author Dr Duygu Icen (Hacettepe University) Dr Ayse Abbasoglu Ozgoren (Hacettepe University Institute of Population Studies) Traditional research on intentions, preferences and opinions of people on women’s employment use survey data to monitor their change in time and across countries. On the other hand, the emergence of big data provides new opportunities for monitoring and modeling attitudes towards social and economic issues. Specifically, employing trend analysis using online search data brings rewarding input to evaluate and assess changes in public opinion and perception, which can be thought as a proxy for the level of public knowledge and awareness of specific terms. This study aims to examine concepts related to female employment by using market basket analysis on Google Trends data. We aim to analyze popularity and awareness of keywords related to employment of women in a global and cross-regional setting for the period of January 2009-November 2019 using Google trends data. This study also analyzes the connectivity of keywords and their inter-associations as being consecutives or descendants using market basket analysis. We aim to reveal association rules of apriori selected keywords, which will disclose contextual information specific to regions. Regions are selected as the East and South Asia and the Europe and North America. Our data source, Google Trends, have become very popular and been widely used in assessing public opinions about several kinds of subjects. It is one of the digital data platforms that provides a time series index of the volume of queries users enter into Google in a given geographic area and provides compilations of big data. Market basket analysis is one of the used methodological approaches for working on big data. It indicates items that appear/used together and the frequency of these appearances. Such technique is ...

Your Feedback

Please give us your feedback and help us make GoTriple better.
Fill in our satisfaction questionnaire and tell us what you like about GoTriple!