THE FUTURE OF THE SURVEYS ... AND SURVEYS OF THE FUTURE: POSSIBLE USAGES OF THE BIG DATA IN THE PRODUCTION OF THE STATISTICAL INFORMATION
Bogdan Bogdanov, Galya Stateva
Резюме: The purpose of the following article is to acquaint the reader with the possible applications of Big Data when producing statistical data. Several specific opportunities and challenges for the official statistics are outlined in regard to the use of Big Data.
In the first part of the article the authors provide some examples regarding the collection, storage and management of fuzzy (not well-structured) data. The assessment of the quality of Big Data is emphasized for the purposes of official statistics, including their selectivity.
The second part of the article is reviewing the best practices in Big Data usage and the administrative sources of information for statistical purposes, such as: evaluation of the population density in Europe using a mobile network, mapping the public opinion, attitude and behavior, predicting the unemployment, scanning of data and using the Internet as a source for the statistics of prices, using Big Data as a source for examining domestic budgets, modeling sample survey data by ‘smart’ electrical meaters devices, etc. Special attention is paid to sharing the experience of Eurostat when calculating the ‘flash’ estimates of the harmonized index of consumer prices (HICP).
In the first part of the article the authors provide some examples regarding the collection, storage and management of fuzzy (not well-structured) data. The assessment of the quality of Big Data is emphasized for the purposes of official statistics, including their selectivity.
The second part of the article is reviewing the best practices in Big Data usage and the administrative sources of information for statistical purposes, such as: evaluation of the population density in Europe using a mobile network, mapping the public opinion, attitude and behavior, predicting the unemployment, scanning of data and using the Internet as a source for the statistics of prices, using Big Data as a source for examining domestic budgets, modeling sample survey data by ‘smart’ electrical meaters devices, etc. Special attention is paid to sharing the experience of Eurostat when calculating the ‘flash’ estimates of the harmonized index of consumer prices (HICP).
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Дата на публикуване: 2018-03-09
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