Constructing Daily Economic Sentiment Indices Based On Google Trends
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Constructing Daily Economic Sentiment Indices Based On Google Trends
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Author : Vera Eichenauer
language : en
Publisher:
Release Date : 2020
Constructing Daily Economic Sentiment Indices Based On Google Trends written by Vera Eichenauer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Google Trends have become a popular data source for social science research. We show that for small countries or sub-national regions like U.S. states, underlying sampling noise in Google Trends can be substantial. The data may therefore be unreliable for time series analysis and is furthermore frequency-inconsistent: daily data differs from weekly or monthly data. We provide a novel sampling technique along with the R-package trendecon in order to generate stable daily Google search results that are consistent with weekly and monthly queries of Google Trends. We use this new approach to construct long and consistent daily economic indices for the (mainly) German-speaking countries Germany, Austria, and Switzerland. The resulting indices are significantly correlated with traditional leading indicators, with the advantage that they are available much earlier.
Proceedings Of The 2nd International Conference Resilience By Technology And Design Rtd 2024
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Author : Tu Anh Trinh
language : en
Publisher: Springer Nature
Release Date : 2024-11-22
Proceedings Of The 2nd International Conference Resilience By Technology And Design Rtd 2024 written by Tu Anh Trinh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-22 with Computers categories.
This is an open access book. The 2024 iteration of the Resilience by Technology and Design (RTD) international conference, hosted by the University of Economics Ho Chi Minh City’s College of Technology and Design collaborating with local and international partners around the world, which is centered around the pivotal theme of "Fostering Sustainability." This international symposium is committed to examining and promoting the integration of sustainable practices within the diverse spheres of technology and design. RTD theme for 2024 delves into the critical role of cutting-edge technologies, innovative design methodologies, and comprehensive data analytics in crafting solutions that align with the principles of environmental responsibility, economic viability, and social equity toward sustainability in city, regional and society. RTD 2024 is poised to act as a melting pot of interdisciplinary research, congregating thought leaders, academics, and practitioners. The objective is to collaboratively navigate the multifaceted challenges of global sustainability through the lens of technological and design innovations.
Oecd Economic Outlook Volume 2020 Issue 2
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2020-12-01
Oecd Economic Outlook Volume 2020 Issue 2 written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-01 with categories.
The COVID-19 pandemic will cast a long shadow over the world’s economies and the economic outlook is very uncertain. This issue of the OECD Economic Outlook analyses the impacts of COVID-19 on the economy and puts forward projections for output, employment, prices, fiscal and current account balances.
Trading On Sentiment
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Author : Richard L. Peterson
language : en
Publisher: John Wiley & Sons
Release Date : 2016-03-04
Trading On Sentiment written by Richard L. Peterson and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-04 with Business & Economics categories.
In his debut book on trading psychology, Inside the Investor’s Brain, Richard Peterson demonstrated how managing emotions helps top investors outperform. Now, in Trading on Sentiment, he takes you inside the science of crowd psychology and demonstrates that not only do price patterns exist, but the most predictable ones are rooted in our shared human nature. Peterson’s team developed text analysis engines to mine data - topics, beliefs, and emotions - from social media. Based on that data, they put together a market-neutral social media-based hedge fund that beat the S&P 500 by more than twenty-four percent—through the 2008 financial crisis. In this groundbreaking guide, he shows you how they did it and why it worked. Applying algorithms to social media data opened up an unprecedented world of insight into the elusive patterns of investor sentiment driving repeating market moves. Inside, you gain a privileged look at the media content that moves investors, along with time-tested techniques to make the smart moves—even when it doesn’t feel right. This book digs underneath technicals and fundamentals to explain the primary mover of market prices - the global information flow and how investors react to it. It provides the expert guidance you need to develop a competitive edge, manage risk, and overcome our sometimes-flawed human nature. Learn how traders are using sentiment analysis and statistical tools to extract value from media data in order to: Foresee important price moves using an understanding of how investors process news. Make more profitable investment decisions by identifying when prices are trending, when trends are turning, and when sharp market moves are likely to reverse. Use media sentiment to improve value and momentum investing returns. Avoid the pitfalls of unique price patterns found in commodities, currencies, and during speculative bubbles Trading on Sentiment deepens your understanding of markets and supplies you with the tools and techniques to beat global markets— whether they’re going up, down, or sideways.
Proceedings Of The 2023 2nd International Conference On Economics Smart Finance And Contemporary Trade Esfct 2023
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Author : Faruk Balli
language : en
Publisher: Springer Nature
Release Date : 2023-10-10
Proceedings Of The 2023 2nd International Conference On Economics Smart Finance And Contemporary Trade Esfct 2023 written by Faruk Balli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-10 with Business & Economics categories.
This is an open access book.The relationship between international trade and economic development is mutual: foreign trade is the driving force of economic growth, and higher export level means that a country has the means to improve its import level. The growth of exports also tends to change the investment fields of the countries concerned. Exports make a country gain the benefits of economies of scale, and competition in the world market will put pressure on a country's export industry, A growing export sector will also encourage domestic and foreign investment. The concept of financial development actually means that the financial structure has changed to a certain extent. This change is not only the change of time, but also the change of internal transaction flow. International trade is known as the driving force of the development of human science and technology, and has created countless employment opportunities worldwide. It is also international trade that has led to the formation of industrial division worldwide. International trade, from its name, can be seen as trade between different countries, and the financial development level of a country will have a direct impact on the trend of international trade, so the purchasing power will be stronger. In this case, more countries are willing to increase import and export trade, which can not only increase their income, but also increase the relationship between countries. The 2nd International Academic Conference on Economics, Smart Finance, and Contemporary Trade (ESFCT 2023) will be held on July 28–30, 2023 in Dali, China. The purpose of ESFCT 2023 is to explore the relationship between economy, smart finance and contemporary trade. Experts and scholars in relevant fields are welcome to participate in ESFCT 2023.
Complexity In Economic And Social Systems
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Author : Stanisław Drożdż
language : en
Publisher: MDPI
Release Date : 2021-05-11
Complexity In Economic And Social Systems written by Stanisław Drożdż and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-11 with Business & Economics categories.
There is no term that better describes the essential features of human society than complexity. On various levels, from the decision-making processes of individuals, through to the interactions between individuals leading to the spontaneous formation of groups and social hierarchies, up to the collective, herding processes that reshape whole societies, all these features share the property of irreducibility, i.e., they require a holistic, multi-level approach formed by researchers from different disciplines. This Special Issue aims to collect research studies that, by exploiting the latest advances in physics, economics, complex networks, and data science, make a step towards understanding these economic and social systems. The majority of submissions are devoted to financial market analysis and modeling, including the stock and cryptocurrency markets in the COVID-19 pandemic, systemic risk quantification and control, wealth condensation, the innovation-related performance of companies, and more. Looking more at societies, there are papers that deal with regional development, land speculation, and the-fake news-fighting strategies, the issues which are of central interest in contemporary society. On top of this, one of the contributions proposes a new, improved complexity measure.
Big Data In Computational Social Science And Humanities
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Author : Shu-Heng Chen
language : en
Publisher: Springer
Release Date : 2018-11-21
Big Data In Computational Social Science And Humanities written by Shu-Heng Chen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-21 with Computers categories.
This edited volume focuses on big data implications for computational social science and humanities from management to usage. The first part of the book covers geographic data, text corpus data, and social media data, and exemplifies their concrete applications in a wide range of fields including anthropology, economics, finance, geography, history, linguistics, political science, psychology, public health, and mass communications. The second part of the book provides a panoramic view of the development of big data in the fields of computational social sciences and humanities. The following questions are addressed: why is there a need for novel data governance for this new type of data?, why is big data important for social scientists?, and how will it revolutionize the way social scientists conduct research? With the advent of the information age and technologies such as Web 2.0, ubiquitous computing, wearable devices, and the Internet of Things, digital society has fundamentally changed what we now know as "data", the very use of this data, and what we now call "knowledge". Big data has become the standard in social sciences, and has made these sciences more computational. Big Data in Computational Social Science and Humanities will appeal to graduate students and researchers working in the many subfields of the social sciences and humanities.
Effects Of Economic Shocks On Human Behavior Mental Life And The Environment Implications For The Post Covid 19 Crisis Era
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Author : Chi Keung Lau
language : en
Publisher: Frontiers Media SA
Release Date : 2022-08-18
Effects Of Economic Shocks On Human Behavior Mental Life And The Environment Implications For The Post Covid 19 Crisis Era written by Chi Keung Lau and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-18 with Science categories.
Data Visualization And Statistical Literacy For Open And Big Data
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Author : Prodromou, Theodosia
language : en
Publisher: IGI Global
Release Date : 2017-03-20
Data Visualization And Statistical Literacy For Open And Big Data written by Prodromou, Theodosia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-20 with Computers categories.
Data visualization has emerged as a serious scholarly topic, and a wide range of tools have recently been developed at an accelerated pace to aid in this research area. Examining different ways of analyzing big data can result in increased efficiency for many corporations and organizations. Data Visualization and Statistical Literacy for Open and Big Data highlights methodological developments in the way that data analytics is both learned and taught. Featuring extensive coverage on emerging relevant topics such as data complexity, statistics education, and curriculum development, this publication is geared toward teachers, academicians, students, engineers, professionals, and researchers that are interested in expanding their knowledge of data examination and analysis.
The Effect Of Business Cycles On Population Health In The Emerging Economies Volume Ii
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Author : Wen-Yi Chen
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-03
The Effect Of Business Cycles On Population Health In The Emerging Economies Volume Ii written by Wen-Yi Chen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-03 with Medical categories.