ВЛИЯНИЕ НОВОСТЕЙ НА ИНДЕКС НЕФТЕГАЗОВОЙ ОТРАСЛИ ММВБ: ТЕКСТОВЫЙ АНАЛИЗ

In this study, a relationship between the mood of news and the response of the oil and gas industry index of the Russian Federation was revealed. The empirical base of the study included 8.5 million news from foreign sources. Research methodology: fuzzy sets, naive Bayesian classifier, Pearson correlation coefficient. As a result of the research, it was discovered that: 1) negative news affects the stronger than the positive on the stock index; 2) news on companies affect the value of the index, and news on the industry affect the volume of trading; 3) the sanctions did not significantly affect the coverage of Russian oil and gas companies.