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Information × Registration Number 0221U101954, 0120U102919 , R & D reports Title Innovative tools for assessing the structure of job supply in Ukraine popup.stage_title Head Tsymbal Oleksandr I., д.е.н. Registration Date 27-01-2021 Organization Ptoukha Institute for Demography and Social Studies popup.description2  A new understanding of the workplace and their proposals are identified and substantiated, adequate for the analysis of destructive processes in the Ukrainian labor market. Improved and further developed: methods of collecting and processing relevant information on the supply of jobs in the Ukrainian labor market by adapting to the specifics of the online environment of the Ukrainian labor market tools for scraping, data cleaning and classification of thematically unstructured texts of job descriptions; methodical approach to the selection of relevant sources of the online labor market; methodical approach to the identification of vacancies in large data sets of Internet sources in accordance with the National Classification of Occupations. Product Description popup.authors Koval Svitlana P Krymova Mariia O. Libanova Ella M Ostafiichuk Iaroslav V. Sаriohlo Volodymyr H. Tkachenko Lidiia H. Chernichenko Victor V. Shmorgun Oksana Ya Iarosh Oleg M. popup.nrat_date 2021-01-27 Close