title: ÐÐ½Ð°Ð»Ð¸ÑÐ¸ÑÐµÑÐºÐ°Ñ ÑÐ¸ÑÑÐµÐ¼Ð° Ð¼Ð¾Ð½Ð¸ÑÐ¾ÑÐ¸Ð½Ð³Ð° ÑÑÐ¾Ð²Ð½Ñ Ð±ÐµÐ·ÑÐ°Ð±Ð¾ÑÐ¸ÑÑ Ð²Ð¾ ÐÑÐµÑÐ½Ð°Ð¼Ðµ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Analytical system for monitoring the unemployment rate in Vietnam
Creators: name: Ð¤Ð°Ð¼ Ð¢Ñ Ð¸ ÐÐ¸ ÐÑÐ½Ð³
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2020
Subjects: Ð¡ÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð· Ð¼Ð½Ð¾Ð³Ð¾Ð¼ÐµÑÐ½ÑÐ¹
Ð­ÐºÐ¾Ð½Ð¾Ð¼Ð¸ÑÐµÑÐºÐ¾Ðµ Ð¿ÑÐ¾Ð³Ð½Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ
Ð ÐµÐ³ÑÐµÑÑÐ¸Ð¾Ð½Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð·
ÑÐ¸ÑÑÐµÐ¼Ð° Ð¼Ð¾Ð½Ð¸ÑÐ¾ÑÐ¸Ð½Ð³Ð°
Ð°Ð½Ð°Ð»Ð¸Ð· Ð¸ÐµÑÐ°ÑÑ Ð¸Ð¹
r-studio
mpriority
Ð¼Ð¾Ð´ÐµÐ»Ñ Ð¥Ð¾Ð»ÑÑÐ°-Ð£Ð¸Ð½ÑÐµÑÑÐ°
ÑÑÐ°ÑÐ¸ÑÑÐ¸ÐºÐ°
monitoring system
hierarchy analysis
Holt-Winters model
statistica

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description: Theme of final qualification work: "An analytical system for monitoring the unemployment rate in Vietnam." This work is devoted to the analysis of the analytical system for monitoring the unemployment rate in Vietnam. Tasks that were solved during the study: 1) Studying methods of statistical analysis of multidimensional quantities and mathematical calculation of forecast. 2) Forecasting the unemployment rate in two areas of Vietnam over two years and assessing the predicted results. 3) Using software to solve problems and making conclusions about the results. 4) Analysis of comparison of unemployment between areas of Vietnam. The development of an analytical system for monitoring the unemployment rate in Vietnam based on the methods of multivariate statistical analysis and mathematical calculation of the forecast was carried out: the district was classified by unemployment using the cluster analysis method with the R-studio program, and the city or village was chosen as the most convenient place to live by analyzing hierarchies with Mpriority, a forecast of unemployment with the regression equation and the Holt-Winters model. As a result of the cluster analysis method for unemployment, all areas in Vietnam are divided into three classes. Results on forecasts of the unemployment rate in Vietnam were obtained, the Holt-Winters model gave a forecast a more accurate result compared to the regression method. The analysis of the difference in unemployment rates between the districts was carried out, useful solutions were obtained for overcoming unemployment in Vietnam. All the results obtained from this work are important for the Vietnamese labor market and are recommended to be applied to solve the problem with high unemployment in Vietnam.