title: ÐÐ»Ð¸ÑÐ½Ð¸Ðµ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð³Ð¾ ÑÐ¾Ð½Ð° Ð½Ð° Ð´Ð¸Ð½Ð°Ð¼Ð¸ÐºÑ Ð¼Ð¸ÑÐ¾Ð²ÑÑ ÑÐ¸Ð½Ð°Ð½ÑÐ¾Ð²ÑÑ ÑÑÐ½ÐºÐ¾Ð²: Ð°Ð½Ð°Ð»Ð¸Ð· Ð¸ Ð¿ÐµÑÑÐ¿ÐµÐºÑÐ¸Ð²Ñ
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: Influence of information background on the dynamycs of global financial markets analysys and perspectives
Creators: name: ÐÑÑÐ¼Ð¸ÑÑÑÐ¾Ð², ÐÐ»Ñ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: 2024
Subjects: Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐ¹ ÑÐ¾Ð½
ÑÐ¾Ð½Ð´Ð¾Ð²ÑÐ¹ ÑÑÐ½Ð¾Ðº
ÑÐ¸Ð½Ð°Ð½ÑÐ¾Ð²ÑÐµ Ð°ÐºÑÐ¸Ð²Ñ
Ð½Ð¾Ð²Ð¾ÑÑÐ½Ð¾Ð¹ ÑÐ¾Ð½
information background
stock market
financial assets
news background

description: ÐÑÐµÐ´Ð¼ÐµÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: ÑÐ²ÑÐ·Ñ Ð¼ÐµÐ¶Ð´Ñ Ð½Ð¾Ð²Ð¾ÑÑÐ½ÑÐ¼ ÑÐ¾Ð½Ð¾Ð¼ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¹ Ð¸ Ð¸Ñ ÑÑÐ½Ð¾ÑÐ½Ð¾Ð¹ ÑÐµÐ½Ð¾Ð¹, Ð²ÑÑÐ°Ð¶ÐµÐ½Ð½Ð¾Ð¹ Ð² ÑÑÐ½Ð¾ÑÐ½Ð¾Ð¹ ÐºÐ°Ð¿Ð¸ÑÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸. ÐÐ±ÑÐµÐºÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: Ð´Ð¸Ð½Ð°Ð¼Ð¸ÐºÐ° ÑÑÐ½Ð¾ÑÐ½ÑÑ ÑÐµÐ½ Ð°ÐºÑÐ¸Ð¹ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¹, ÐºÐ¾ÑÐ¾ÑÑÐµ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ Ð¿ÑÐµÐ´ÑÑÐ°Ð²Ð»ÐµÐ½Ñ Ð² Ð½Ð¾Ð²Ð¾ÑÑÐ½Ð¾Ð¹ Ð¿Ð¾Ð²ÐµÑÑÐºÐµ, Ð° Ð¸Ð¼ÐµÐ½Ð½Ð¾ Ð°ÐºÑÐ¸Ð¸ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¸ ÐÐÐ. Ð¦ÐµÐ»Ñ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: Ð°Ð½Ð°Ð»Ð¸Ð· Ð¸ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð² Ð²Ð·Ð°Ð¸Ð¼Ð¾ÑÐ²ÑÐ·Ð¸ Ð½Ð¾Ð²Ð¾ÑÑÐ½Ð¾Ð³Ð¾ ÑÐ¾Ð½Ð° ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¸ Ð¸ ÐµÐµ ÑÑÐ½Ð¾ÑÐ½ÑÑ ÐºÐ¾ÑÐ¸ÑÐ¾Ð²Ð¾Ðº. ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð²ÑÑÐ²Ð»ÐµÐ½Ð¸Ñ, Ð°Ð½Ð°Ð»Ð¸Ð·Ñ Ð¸ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð² Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÑÐµÐ´Ñ Ð¸ ÐµÐµ Ð²Ð»Ð¸ÑÐ½Ð¸Ñ Ð½Ð° Ð´Ð¸Ð½Ð°Ð¼Ð¸ÐºÑ ÑÐµÐ½ Ð½Ð° Ð°ÐºÑÐ¸Ð¸ ÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ¾Ð³Ð¾ ÑÐ¼Ð¸ÑÐµÐ½ÑÐ°. Ð ÑÐ¾Ð´Ðµ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ ÑÐ°Ð±Ð¾ÑÑ ÑÐµÑÐ°Ð»Ð¸ÑÑ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸: 1. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ñ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð»Ð¾Ð², ÑÐ°ÑÑÐ¼Ð°ÑÑÐ¸Ð²Ð°ÑÑÐ¸Ñ ÑÐµÐ½Ð´ÐµÐ½ÑÐ¸Ð¸ Ð½Ð° ÑÑÐ½ÐºÐµ ÑÐµÐ½Ð½ÑÑ Ð±ÑÐ¼Ð°Ð³. 2. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐ°ÐºÑÐ¾ÑÐ¾Ð², Ð¾ÐºÐ°Ð·ÑÐ²Ð°ÑÑÐ¸Ñ Ð²Ð»Ð¸ÑÐ½Ð¸Ðµ Ð½Ð° ÑÐ¿ÑÐ¾Ñ Ð½Ð° ÑÑÐ½Ð¾Ðº ÑÐµÐ½Ð½ÑÑ Ð±ÑÐ¼Ð°Ð³. 3. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½ ÑÐ±Ð¾Ñ Ð¸ Ð¿ÑÐµÐ´Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÐ° Ð´Ð°Ð½Ð½ÑÑ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÑÐºÐ¸Ð¹ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð»Ð¾Ð² Ð² ÐºÐ²Ð°Ð½ÑÐ¸ÑÐ¸ÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐ¹ Ð²Ð¸Ð´. 4. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð¾ Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÐ¾Ð² Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÑÑÐµÐ½Ð¸Ñ. 5. Ð¡ÑÐ¾ÑÐ¼Ð¸ÑÐ¾Ð²Ð°Ð½ ÑÑÐ´ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¹ Ð´Ð»Ñ Ð²ÑÐ·Ð¾Ð² Ð´Ð»Ñ ÑÐ»ÑÑÑÐµÐ½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²Ð¾Ð³Ð¾ Ð¾ÐºÑÑÐ¶ÐµÐ½Ð¸Ñ Ð¸ ÑÐ²ÐµÐ»Ð¸ÑÐµÐ½Ð¸Ñ ÑÐ¿ÑÐ¾ÑÐ° Ð½Ð° Ð¾Ð±ÑÐ°Ð·Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½ÑÐµ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ñ Ð² ÑÑÐ»Ð¾Ð²Ð¸ÑÑ ÑÐ¸ÑÑÐ¾Ð²Ð¸Ð·Ð°ÑÐ¸Ð¸. Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð¼ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ Ð²ÑÑÐ²Ð»ÐµÐ½Ð¸Ðµ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð², Ð¸Ð¼ÐµÑÑÐ¸Ñ Ð½Ð°Ð¸Ð±Ð¾Ð»ÐµÐµ ÑÐ¸Ð»ÑÐ½Ð¾Ðµ Ð²Ð»Ð¸ÑÐ½Ð¸Ðµ Ð½Ð° Ð´Ð¸Ð½Ð°Ð¼Ð¸ÐºÑ ÑÐµÐ½ Ð½Ð° Ð°ÐºÑÐ¸Ð¸ ÑÐ¾ÑÑÐ¸Ð¹ÑÐºÐ¸Ñ ÑÐ¼Ð¸ÑÐµÐ½ÑÐ¾Ð² Ð¸ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¸ Ð¿Ð¾ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸Ñ Ð´Ð°Ð½Ð½Ð¾Ð³Ð¾ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ°. ÐÐ±Ð»Ð°ÑÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð²: Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÑ Ð´Ð°Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ Ð¼Ð¾Ð³ÑÑ Ð±ÑÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ñ Ð´Ð»Ñ Ð·Ð°Ð´Ð°ÑÐ¸ Ð¿ÑÐ¾Ð³Ð½Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð´Ð¸Ð½Ð°Ð¼Ð¸ÐºÐ¸ ÑÐµÐ½ Ð½Ð° ÑÐµÐ½Ð½ÑÑ Ð±ÑÐ¼Ð°Ð³Ð¸ Ñ Ð°ÑÑÐ¸Ð»Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ Ð´Ð°Ð½Ð½Ð¾Ð¼Ñ Ð¿ÑÐ¾ÑÐµÑÑÑ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¹: Ð±Ð¸ÑÐ¶ÐµÐ²ÑÑ Ð±ÑÐ¾ÐºÐµÑÐ¾Ð², Ð°Ð½Ð°Ð»Ð¸ÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð°Ð³ÐµÐ½ÑÑÑÐ² Ð¸ Ð¿Ñ. ÐÑÐ»Ð¸ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÐµ Ð¿ÑÐ¾Ð´ÑÐºÑÑ: ÑÐ·ÑÐº Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Python3.9, Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ Ð´Ð»Ñ Ð°Ð²ÑÐ¾ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Selenium, Tinkoff API.
description: This work is devoted to the identification, analysis and modeling of factors of the information environment and its influence on the dynamics of share prices of the Russian issuer. In the course of the work the following tasks were solved: 1. Analyzed the existing materials considering the trends in the securities market. 2. Analyzed the factors influencing the demand for the securities market. 3. Data collection and pre-preparation of user materials into quantified form was carried out. 4. Modeling with the help of machine learning tools was carried out. 5. Formed a number of recommendations for universities to improve the digital environment and increase demand for educational programs in the conditions of digitalization. The result of the work is the identification of factors that have the strongest influence on the dynamics of share prices of Russian issuers and recommendations on how to use this result. Scope of the results: The results of this paper can be can be applied to the task of forecasting the dynamics of securities prices at the companies affiliated to this process: stock brokers, analytical agencies, etc. The following software products were used: programming language Python3.9, interface for Selenium autotesting interface, Tinkoff API.