Social media sentiment application for financial market trading strategies
This study tests the hypothesis of financial market stock price movement prediction possibility with an application of quantified human sentiment indices gathered from Twitter social network. Using Python text analysis and machine learning algorithms.
Подобные документы
A study of the housing market. The role of deflationary pressure increase in defaults on mortgage loans. The impact of monetary policy on housing prices and mortgage rates. The choice of model parameters for the analysis of housing and mortgage crisis.
статья, добавлен 26.01.2017Assay of the system of indicators that use a wide range of "leading and lagging" indicators within the scope of a common strategy. Study of operational processes, customer perception, financial indicators to assess the effectiveness of HR initiatives.
статья, добавлен 06.04.2019Consideration of social challenges facing people in the conditions of digitization of production, everyday life. Analysis of professions and professional areas that may disappear under the influence of automation, robotization, digitization of production.
статья, добавлен 25.01.2023Substantiate the expediency of hedging the risk of a decrease in revenue based on the derivative financial instruments using the example of wheat futures. The main stages of selling and factors affecting the prices of wheat in Ukraine were studied.
статья, добавлен 31.01.2024Reform of the railway industry - the priority of the Ministry of Infrastructure. The sources from international financial institutions, private investors and public-private partnership projects - the investment funds for infrastructure improvement.
статья, добавлен 07.09.2022The problem of social and ecological efficiency correlation. Ecological efficiency and the problem of market economy regulation. A device that describes the "environmental" effectiveness of various systems from the point of view of economic theory.
статья, добавлен 30.03.2017The business activity of the enterprise as the most important factor that determines its financial sustainability. Its impact on economic sustainability, compliance with the pace of development, execution of production, expansion of sales market.
статья, добавлен 04.08.2017Building an adequate model of the Ukrainian agricultural insurance market. Peculiarities of insurance of agricultural products with state support. Studying the impact of the Covid-19 coronavirus pandemic on the development of farms, reducing risks.
статья, добавлен 04.05.2022The study a dynamics of demand and supply of labour from the perspectives of the market, and identify and study the characteristics of the workforce, in order to effectively meet business needs for qualified personnel and ensure its competitiveness.
статья, добавлен 14.09.2016The budget - a mechanism that allows to mobilize financial resources to ensure the performance of state functions, including in the social sphere. Kazakhstan - the country that has made great strides in ensuring gender equality over the past decade.
статья, добавлен 19.02.2021- 86. Economic texts as a reflection of the social reality of the transition period in Latvia and Russia
Representation of the transition of Latvia and Russia to a market economy in economic texts. The use of descriptive analysis, case study methods within the framework of linguistic discursive analysis based on Weber's methodology of cultural determinism.
статья, добавлен 10.06.2023 The check for bubble driven by investors with extrapolative expectations. Adjusted weights of value, growth signals. New model of expectation formation. Empirical analysis. Noise trader risk in financial markets. Contrarian investment and extrapolation.
курсовая работа, добавлен 11.02.2017Characteristic of economic changes in Russia since the collapse of the Soviet Union. Analysis of the Asian financial crisis and its negative impact on the Russian economy. Study of factors of stable economic growth. Analysis of economic program 2007.
презентация, добавлен 24.05.2016Cooperative enterprises - the form of economic organization focused on changing the existing system using conscious effort wide social groups. The need of public control over the market mechanism - one of the factors contributing to institutionalism.
статья, добавлен 06.03.2018Comparative analysis of the existence of the basic socialist and capitalist models in the light of market economy. Analysis of the economic model of liberal market relations, containing state sovereignty, national welfare and the development of etatism.
статья, добавлен 01.12.2017Analysis of the main drivers for corporate social responsibility activities in different countries. Study of the corporate social responsibility concept development in Ukraine, and the main obstacles for socially responsible activities of companies.
статья, добавлен 27.08.2016The purpose the author's scientific article is to improve the methodology and analysis the financial and economic security of agribusiness in Ukraine in order to identify problematic aspects and justify the political measures necessary to strengthen it.
статья, добавлен 16.01.2024The existing classifications and the expediency of their use for the analysis of social phenomena. The main goal of the research is to create a generalized classification of needs for practical application in the analysis of be- havioral processes.
статья, добавлен 15.04.2024The main trends of the labor market. Economic losses associated with human losses as a result of the armed aggression of the Russian Federation. Migration as a key factor affecting the labor market. Assistance to refugees and migrants who left Ukraine.
статья, добавлен 19.01.2023The electronic stock exchange activities have their own particular aspects of operation, the most organized and developed form of trading today. The official resource of the American electronic stock exchange. World economic processes in the country.
статья, добавлен 04.11.2020The research is devoted to the study of the theoretical aspects of the behaviour of employers in the labour market. The scientific postulates describe the behaviour of market participants in conditions of competition as well as imperfect competition.
статья, добавлен 08.10.2023Acquaintance with the activities of Beijing Jianyi Engineering, analysis of the history of development. Consideration of methods for assessing the financial condition of an enterprise. Stages of calculating the effectiveness of financial stability.
курсовая работа, добавлен 09.03.2021The interdependence of market mechanisms with the effectiveness of the institutional environment. The directions of forming a homogeneous institutional environment. The analysis of the transaction costs of telecommunications market public sector entities.
статья, добавлен 02.11.2018Methodological approaches to the analysis of the financial condition of the agricultural holding of Ukraine and the determination of its financial efficiency in order to ensure their sustainable development. The ratio of profitability and liquidity.
статья, добавлен 06.11.2018This article addresses a dispute across social science disciplines: that market and moral economies are distinctly different and even contradictory. Moral Economy a Second Time Around: Possibilities and Potential. Defending Markets versus Oligopolies.
статья, добавлен 18.06.2021