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Machine Learning Sentiment Analysis, Covid-19 News and Stock Market Reactions
(2020-09-15)
The possibility to investigate the impact of news on stock prices has observed a strong evolution thanks to the recent use of natural language processing (NLP) in finance and economics. In this paper, we investigate COVID-19 ...
Survey_CNHP_2020
Overall, we have collected 203,886 online articles that were published on three platforms between January 23, 2020 and June 22, 2020. Reuters.com and nytimes.com are the websites of the respective international news companies ...
VIX
VIX is the ticker symbol and the popular name for the Chicago Board Options Exchange's CBOE Volatility Index, a popular measure of the stock market's expectation of volatility based on S&P 500 index options. It is calculated ...
Markit
Markit Ltd. was a British financial information and services company with over 4,000 employees, founded in 2003 as an independent source of credit derivative pricing. The company provides independent data, trade processing ...
Robert Shiller
The data collection effort about investor attitudes that I have been conducting since 1989 has now resulted in a group of Stock Market Confidence Indexes produced by the Yale School of Management. These data are collected ...
S&P500
The Standard and Poor's 500, or simply the S&P 500, is a free-float weighted measurement stock market index of 500 of the largest companies listed on stock exchanges in the United States.
IHS Markit
IHS Markit offers an unmatched combination of information, analytics and expertise. Our diverse team of professional thought leaders, subject matter experts, analysts and consultants continually advance IHS Markit solutions ...
Twitter API
The Twitter API lets you read and write Twitter data. Thus, you can use it to compose tweets, read profiles, and access your followers' data and a high volume of tweets on particular subjects in specific locations. API stands ...
FRD
FirstRate Data is a leading provider of high resolution intraday stock market, crypto, futures and FX data. We source our historical stock data directly from major exchanges and fully adjusted for both splits and dividends. ...
Fidessa
Fidessa group Holdings Ltd formerly Fidessa Group Plc, is a British-headquartered company which provides software and services, such as trading and investment management systems, analytics and market data, to buy side and ...