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.

Рубрика Экономика и экономическая теория
Предмет Econometrics
Вид дипломная работа
Язык английский
Прислал(а) Samarenko A.
Дата добавления 07.12.2019
Размер файла 2,5 M

Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже

Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.


Подобные документы

  • The stock market and economic growth: theoretical and analytical questions. Analysis of the mechanism of the financial market on the efficient allocation of resources in the economy and to define the specific role of stock market prices in the process.

    дипломная работа [5,3 M], добавлен 07.07.2013

  • Financial bubble - a phenomenon on the financial market, when the assessments of people exceed the fair price. The description of key figures of financial bubble. Methods of predicting the emergence of financial bubbles, their use in different situations.

    реферат [90,0 K], добавлен 14.02.2016

  • Economic entity, the conditions of formation and functioning of the labor market as a system of social relations, the hiring and use of workers in the field of social production. Study of employment and unemployment in the labor market in Ukraine.

    реферат [20,3 K], добавлен 09.05.2011

  • Law of demand and law of Supply. Elasticity of supply and demand. Models of market and its impact on productivity. Kinds of market competition, methods of regulation of market. Indirect method of market regulation, tax, the governmental price control.

    реферат [8,7 K], добавлен 25.11.2009

  • Natural gas market overview: volume, value, segmentation. Supply and demand Factors of natural gas. Internal rivalry & competitors' overview. Outlook of the EU's energy demand from 2007 to 2030. Drivers of supplier power in the EU natural gas market.

    курсовая работа [2,0 M], добавлен 10.11.2013

  • The necessity of using innovative social technologies and exploring the concept of social entrepreneurship. Analyzes current level of development of social entrepreneurship in Ukraine, the existing problems of creating favorable organizational.

    статья [54,5 K], добавлен 19.09.2017

  • General characteristic of the LLC DTEK Zuevskaya TPP and its main function. The history of appearance and development of the company. Characteristics of the organizational management structure. Analysis of financial and economic performance indicators.

    отчет по практике [4,2 M], добавлен 22.05.2015

  • Directions of activity of enterprise. The organizational structure of the management. Valuation of fixed and current assets. Analysis of the structure of costs and business income. Proposals to improve the financial and economic situation of the company.

    курсовая работа [1,3 M], добавлен 29.10.2014

  • Basic rules of social protection in USA. Maintenance of legal basis, development and regular updating of general(common) methodological principles of state guarantees and methodical development in sphere of work. Features of payment of work by worker.

    курсовая работа [29,4 K], добавлен 12.04.2012

  • A theoretic analysis of market’s main rules. Simple Supply and Demand curves. Demand curve shifts, supply curve shifts. The problem of the ratio between supply and demand. Subsidy as a way to solve it. Effects of being away from the Equilibrium Point.

    курсовая работа [56,3 K], добавлен 31.07.2013

  • The definition of Corporate Social Responsibility and main approaches. Stakeholder VS Shareholders. The principles of CSR: features and problems. Sanofi Group Company and its Social Responsibility program. Results and Perspectives, the global need.

    курсовая работа [43,2 K], добавлен 09.03.2015

  • The global financial and economic crisis. Monetary and financial policy, undertaken UK during a crisis. Combination of aggressive expansionist monetary policy and decretive financial stimulus. Bank repeated capitalization. Support of domestic consumption.

    реферат [108,9 K], добавлен 29.06.2011

  • Analysis of the status and role of small business in the economy of China in the global financial crisis. The definition of the legal regulations on its establishment. Description of the policy of the state to reduce their reliance on the banking sector.

    реферат [17,5 K], добавлен 17.05.2016

  • Transition of the Chinese labor market. Breaking the Iron Rice Bowl. Consequences for a Labor Force in transition. Labor market reform. Post-Wage Grid Wage determination, government control. Marketization Process. Evaluating China’s industrial relations.

    курсовая работа [567,5 K], добавлен 24.12.2012

  • Assessment of the rate of unemployment in capitalist (the USA, Germany, England, France, Japan) and backward countries (Russia, Turkey, Pakistan, Afghanistan). Influence of corruption, merges of business and bureaucracy on progress of market economy.

    реферат [15,5 K], добавлен 12.04.2012

  • Mergers and acquisitions: definitions, history and types of the deals. Previous studies of post-merger performance and announcement returns and Russian M&A market. Analysis of factors driving abnormal announcement returns and the effect of 2014 events.

    дипломная работа [7,0 M], добавлен 02.11.2015

  • The influence of corruption on Ukrainian economy. Negative effects of corruption. The common trends and consequences of increasing corruption. Crimes of organized groups and criminal organizations. Statistical data of crime in some regions of Ukraine.

    статья [26,7 K], добавлен 04.01.2014

  • Prospects for reformation of economic and legal mechanisms of subsoil use in Ukraine. Application of cyclically oriented forecasting: modern approaches to business management. Preconditions and perspectives of Ukrainian energy market development.

    статья [770,0 K], добавлен 26.05.2015

  • Gas pipeline construction: calculating the pipe diameter, the pressure required for the transportation of natural gas compressors. The definition of capital costs for construction and operation of the pipeline. Financial management of the project.

    статья [774,7 K], добавлен 05.12.2012

  • The first stage of market reforms in Kazakhstan is from 1992 to 1997. The second phase is in 1998 after the adoption of the Strategy "Kazakhstan-2030". The agricultural, education sectors. The material and technical foundation of the medical institutions.

    презентация [455,3 K], добавлен 15.05.2012

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу.