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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: Design and development of a data analysis and visualization system for assessing the Russian segment of the labor market in the field of IT
Creators: name: ÐÑÐºÐ¾Ð², ÐÐ»ÐµÐºÑÐ°Ð½Ð´Ñ
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: 2022
Subjects: ÐÐ°Ð·Ñ Ð´Ð°Ð½Ð½ÑÑ
Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° Ð´Ð°Ð½Ð½ÑÑ
Ð²Ð¸Ð·ÑÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ñ Ð´Ð°Ð½Ð½ÑÑ
web-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ
data processing
data visualization
web-application

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description: The subject of the graduate qualification work is Â«Design and development of a data analysis and visualization system for assessing the Russian segment of the labor market in the field of ITÂ». This work is devoted to the design and development of a specialized data analysis and visualization system for assessing the Russian segment of the IT labor market. For this, a web application was developed and an assessment of the labor market for the first half of 2022 was given. The purpose of this software product is to help university graduates solve the widespread problem of finding a job and choosing the direction of development of their professional skills.The following tasks were solved in the work: Analysis of the possibilities of collecting data from sites with vacancies;Application design; Collection of real data about vacancies; Data processing;Selecting a database for their storage; Choice of means for data visualization; Development of a web application. Based on the results of the work, an up-to-date database was collected with vacancies in the IT sector of the labor market for the first half of 2022. A service has been developed that provides the ability to replenish the database with current vacancies and view the results of research in an interactive mode, with the ability to add and edit filters. On the basis of the constructed visualizations, an assessment of the labor market in the field of IT is given and a number of recommendations are given for specialists in finding a job and developing professional skills.