The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network
Official statistical data do not allow estimating the magnitude of labor pendulum migration in the context of regions and municipalities on a regular basis. The purpose of this research was to study the possibility of using open data of the VKontakte social network to identify and analyze labor pend...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2023-01-01
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| Series: | E3S Web of Conferences |
| Subjects: | |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/72/e3sconf_rec2023_04007.pdf |
| _version_ | 1827792358700220416 |
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| author | Logacheva Natalia M. Uskova Anna Salomatova Julia |
| author_facet | Logacheva Natalia M. Uskova Anna Salomatova Julia |
| author_sort | Logacheva Natalia M. |
| collection | DOAJ |
| description | Official statistical data do not allow estimating the magnitude of labor pendulum migration in the context of regions and municipalities on a regular basis. The purpose of this research was to study the possibility of using open data of the VKontakte social network to identify and analyze labor pendulum migration on the example of Ekaterinburg and 12 satellite cities. Depersonalized information of users of the VKontakte social network and Rosstat data acted as empirical data. The research established a connection between the distance from the city of residence to Ekaterinburg and the proportion of citizens-users of the VKontakte network included in the process of pendulum labor migration. The analysis of incoming and outgoing flows of labor pendulum migration showed that despite significant differentiation by cities, in all cities the outgoing flow of labor migrants to Ekaterinburg exceeded the incoming one. The results of the research can be used in the analysis of the features, intensity and directions of pendulum migration for their consideration in the elaboration of strategic documents in the field of spatial development of territories. Further research by the authors will be aimed at improving the methodology for studying migration processes that occur between cities of millions and satellite cities, in order to identify agglomeration effects using big data technologies. |
| first_indexed | 2024-03-11T18:00:55Z |
| format | Article |
| id | doaj.art-36ce2f1a3ea543c5bc38d1b4601c30ea |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-03-11T18:00:55Z |
| publishDate | 2023-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-36ce2f1a3ea543c5bc38d1b4601c30ea2023-10-17T08:52:40ZengEDP SciencesE3S Web of Conferences2267-12422023-01-014350400710.1051/e3sconf/202343504007e3sconf_rec2023_04007The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social networkLogacheva Natalia M.0Uskova Anna1Salomatova Julia2Chelyabinsk Branch of the Institute of Economics of the Ural Branch of the Russian Academy of SciencesInstitute of Economics of the Ural Branch of the Russian Academy of SciencesInstitute of Economics of the Ural Branch of the Russian Academy of SciencesOfficial statistical data do not allow estimating the magnitude of labor pendulum migration in the context of regions and municipalities on a regular basis. The purpose of this research was to study the possibility of using open data of the VKontakte social network to identify and analyze labor pendulum migration on the example of Ekaterinburg and 12 satellite cities. Depersonalized information of users of the VKontakte social network and Rosstat data acted as empirical data. The research established a connection between the distance from the city of residence to Ekaterinburg and the proportion of citizens-users of the VKontakte network included in the process of pendulum labor migration. The analysis of incoming and outgoing flows of labor pendulum migration showed that despite significant differentiation by cities, in all cities the outgoing flow of labor migrants to Ekaterinburg exceeded the incoming one. The results of the research can be used in the analysis of the features, intensity and directions of pendulum migration for their consideration in the elaboration of strategic documents in the field of spatial development of territories. Further research by the authors will be aimed at improving the methodology for studying migration processes that occur between cities of millions and satellite cities, in order to identify agglomeration effects using big data technologies.https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/72/e3sconf_rec2023_04007.pdfpendulum migrationspatial developmentpopulation mobilitysocial networks |
| spellingShingle | Logacheva Natalia M. Uskova Anna Salomatova Julia The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network E3S Web of Conferences pendulum migration spatial development population mobility social networks |
| title | The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network |
| title_full | The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network |
| title_fullStr | The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network |
| title_full_unstemmed | The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network |
| title_short | The study of labor pendulum migration using big data processing technologies and the capabilities of the VKontakte social network |
| title_sort | study of labor pendulum migration using big data processing technologies and the capabilities of the vkontakte social network |
| topic | pendulum migration spatial development population mobility social networks |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/72/e3sconf_rec2023_04007.pdf |
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