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
Cooperative 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 01.12.2017- 103. Economy of Russia
Characteristic 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 24.05.2016 The 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 04.11.2020Analysis 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 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 08.10.2023The 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 02.11.2018Acquaintance 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 09.03.2021This 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 18.06.2021Methodological 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 06.11.2018The market as an area where, under the influence of supply and demand, goods are sold (bought and sold) at prices that are usually formed as uniform. Factors affecting trade: natural, economic, social, elements. Its special, individual characteristics.
статья, добавлен 22.10.2018The economic nature, composition of financial resources of enterprises and their importance. The sources of formation of financial resources of enterprises are outlined. The dynamics of the composition and structure of financial resources of enterprises.
статья, добавлен 22.02.2021- 116. Formation of information flows on financial performance that address the needs of management system
Analysis of approaches to definition and interpretation of the notion "financial results". The need of formation of information data environment. Model of information security management system data on financial results with a phased implementation.
статья, добавлен 28.09.2016 Identification and analysis of market opportunities for multiple use "enterprise value/estimated brand value" in the field of applied econometrics. Change of brand wear sign for separate time periods. Changes in pricing factors with high dynamics.
статья, добавлен 23.02.2021The general indicator development of living standards - one of the important social and economic statistics task. The low realization level of the person's ability to live a healthy life - the most problematic human development aspect in Ukraine.
статья, добавлен 02.11.2018The basic concept of innovation policy of Ukraine. Developing a theoretical model of innovation as a business enterprise market economy. Proving that innovation policy is not possible without creating a financial base and support of foreign countries.
реферат, добавлен 28.10.2011The achievement of social standards, working conditions, dynamics of parameters of demowatcher comparable with those of economically developed countries. Attracting financial resources of migrant workers in the development of spheres of life of the state.
статья, добавлен 05.12.2018The functions, characteristics, and formation of land market. The consequences of earth reform from 1991-2014. Countermeasures that Russian and governments take to reinforce the rights of the main stakeholders in their territory and in agricultural land.
статья, добавлен 20.02.2022Financial status as one of the most important factors determining the development of local governments, its influence on all activities. The impact of an unfavorable financial situation on the limiting possibilities for the development of governments.
статья, добавлен 05.12.2018Analysis of current trends and levels of development of social investment and corporate social responsibility in Russia. Analysis of the classic "Carroll pyramid" and its compliance with the Russian realities of doing socially responsible business.
статья, добавлен 25.04.2018The social infrastructure as a part of enterprise infrastructural management. It offers possible sollutions for improving inefficient infrastructural management at the machine building plants of Ukraine, providing examples of the actual companies.
статья, добавлен 09.01.2019Study of the phenomenon of "smart city". Identifying of cloud technologies and the Internet of things. Analysis of neurotechnologies, based on new forms and capabilities of cognitive computing and improving the design of machine learning algorithms.
статья, добавлен 09.04.2022