"Mining the Impact of Investor Sentiment on Stock Market
In this study, the CSI 300 Index in China mainland and original articles from authoritative stock WeChat public accounts are investigated regarding their relations. First, a sentence-level sentiment classification approach for analyzing investor sentiment polarities in text corpus is proposed by expanding synonyms. Then, the Granger causality test is utilized to examine the impact of sentiment
What main factors affect share prices in the metals and
Dec 10, 2020 Updated Dec 10, 2020. The primary factors that influence share prices of companies in the metals and mining sector are commodity market prices, operational efficiency and marketing to
impact of mining index on the stock market in singapore
impact of mining index on the stock market in singapore. Top 5 Singapore stocks to buy amid COVID19 uncertainties,Jul 08 2020 · The COVID19 virus has devasted the stock market worldwide EXCEPT for the country where it originated Ironic as it might be the China Shanghai Composite Stock Market Index is only down 1 since the start of the year Comparatively the Singapore Straits Times Index
Mining The Stock Market: Which Measure Is Best
Each stock is a sequence of some length d, where d≤ 252 (the latter number is the number of days in 1998 when the stock market was operational, but dcan be smaller if the company is removed from the Index). We used only the day’s opening price; the data also contains the closing price, and the low and high stock valuation for the day.
Mine report 2019 PwC
Mining companies do not measure their success based solely on their share price performance. Nevertheless, the share price movement relative to the rest of the market is an indication of the market’s view of the industry’s attractiveness. Mining dividend yields have increased to
Stock Market Prediction Using Data Mining
Stock Market Prediction Using Data Mining 1Ruchi Desai, 2Prof.Snehal Gandhi 1M.E., 2M.Tech. 1Computer Department 1Sarvajanik College of Engineering and Technology, Surat, Gujarat, India Abstract Data mining is well founded on the theory that the historic data holds the essential memory for predicting the future direction.
A Study on the Impact of Industrial Production Index (IPI
Jan 01, 2016 The study concludes that Industrial Production Index will positively impact on Beverage, Food and Tobacco sector Index in Sri Lanka. Relationship between Macroeconomic Variables and Stock Market Indices: Cointegration Evidence from Stock Exchange of Singapore's All-S Sector Indices. Journal Pengurusan, 24 (2004), pp. 47-77.
View of Using Data Mining Technique to Measure the Impact
Return to Article Details Using Data Mining Technique to Measure the Impact of COVID-19 1st Wave on the Stock Market of Top Fifteen Affected Countries Download Download PDF Using Data Mining Technique to Measure the Impact of COVID-19 1st Wave on the Stock Market of Top Fifteen Affected Countries Download Download PDF
(PDF) IMPACT OF COVID-19 ON THE STOCK MARKET IAEME
Journal of Management, 5(3), pp. 24–31 [19] Rajesh V. Argidd, Sulabha S. Apte, (2013) An Evolutionary Fragment Mining Approach to Extract stock Market Behavior for Investment Portfolio, International Journal of Computer Engineering and Technology, 4(5), pp. 138–146 [20] Gaurav Gupta, Geeta Gupta, (2014) An Analysis of Individual Investors
Impact of Economic Factors on the Stock Prices at Amman
industrial product index) on stock prices at Amman Stock Exchange, and to measure the impact of these factors on the general index of prices and the index for each sector (bank, industrial, insurance and services), for the time period from 1992 to 2010.
Using Data Mining Technique to Measure the Impact of COVID
Jun 04, 2021 The pandemic of Covid-19 which started in the year 2019 did not just cause an effect on the living of millions of people but in the economic and social sectors of every part of the world as well. It is a challenging task to determine the interrelation between COVID-19 cases concerning the economy in the top affected countries. This paper explores; how severe Impact of COVID-19 1st wave on the
Should gold bulls worry about a market crash? Kitco News
Mar 01, 2021 We plot the S&P 500, Barron's Gold Mining Index, and Gold from 1960 to 1979. In 1966, the stock market was more expensive than at any other point aside from 1929, the late 1990s, 2007, and today. Over the next 12 years, it experienced four declines of at least 20% and a nominal gain of 0.
COVID-19 Impacts To Metals Prices: Volatility Is Here To
Apr 15, 2020 The market moved sideways for the next week, as the Dow Jones Industrial Average dropped as a result of the Russia-Saudi Arabia oil price war. The March 12 stock market crash caused the London Bullion Market Association price to drop by US$339/oz in a single day, the largest single-day decline ever, due to global recession fears.
THE IMPACT OF NEWS ON STOCK MARKET: QUANTIFYING
Chinese stock market consists of two parts, Shanghai and Shenzhen Stock Exchange. We select 85 firms related with information technology from both stock exchanges. The timeframe to analyze the movements of stock market is between August 1, 2010 and September 30, 2010. The volatility of the market index within this period is relative
2019 Russell Reconstitution and Potential Impact to Your Stock
Jun 24, 2019 The Russell 3000 Index consists of the largest 3,000 U.S. companies by market cap rank. A company in the Russell 3000 is also by definition included in either the Russell 1000 or Russell 2000 Indexes.
Understanding the Disconnect Between Consumers and the
Jul 29, 2020 A score for each of these questions is calculated based on the percent of favorable and nonfavorable replies. The scores are then aggregated to arrive at the final index value, relative to 6.8—the 1966 base period value. The S&P 500. The S&P 500 is a market capitalization-weighted index of the 500 largest publicly traded U.S. companies.
The impact of sentiment and attention measures on stock
Apr 01, 2020 This article studies the impact of sentiment and attention measures on the daily stock market volatility, and the extent to which these variables can be used to obtain improved volatility forecasts. We introduce a large and novel dataset that includes social media, news article, information consumption, and search engine data. The volatility of
U.S. Market Indexes Stock Markets, Business News
Indexes U.S. Market Indexes. Major U.S. Indexes. Symbol. Price . Change %Change. S&P 500---S&P 100---.IDX--- Global Business and Financial News, Stock Quotes, and Market Data and Analysis.
Impact of terrorism on stock markets across the world and
Jul 02, 2019 The purpose of this paper is to study the following: short-run and long-run associations between the terror-affected country’s stock market index and other global countries’ equity indices and gold; the volatility of stock market indices when one of the countries is affected by a terrorist attack; and the linkages between terrorism and the returns in the selected stock markets.,To study
Explained: Why is dollar index rising and how will it
Sep 25, 2020 The dollar index was established in 1973 after the Bretton Woods Agreement dissolved with a base of 100. The Euro makes almost 57.6 percent of the basket and is the largest component of the index
4 Tech Stocks to Buy While the Chia Craze Runs Hot
May 19, 2021 China’s so-called cryptocurrency farmers are driving a rally in shares of consumer disk-drive makers Seagate (NASDAQ: STX) and Western Digital (NASDAQ: WDC).These stocks have
Stock Market Forecast For The Next Six Months Poses New
The U.S. stock market is making it out of the coronavirus crisis, and the S&P 500 and Nasdaq are hitting record highs. Now what? X. With the flames of Covid-19 reduced to embers in the U.S., at
Great Crash Of 1929 Similarities Suggest Gold Prices Will
Dec 16, 2013 During the last four years of the Roaring ‘20s, the DOW Stock index roared upward +143%. And during the same period Barron’s Gold Mining Index (BGMI) rose +83%. But then in October the Great Stock Market Crash OF 1929 began. During the following four bear market years (1929-1933), the DOW Index plummeted -88%. However, as frantic frightened investors fled the stock market,
NLP in the Stock Market. Leveraging sentiment analysis on
Feb 01, 2020 Image credit: New York Times. Machine learning models implemented in trading are often trained on historical stock prices and othe r quantitative data to predict future stock prices. However, natural language processing (NLP) enables us to analyze financial documents such as 10-k forms to forecast stock movements. 10-k forms are annual reports filed by companies to provide a
APPLICATIONS OF DATA MINING TECHNIQUES FOR STOCK MARKET
Jul 30, 2018 Index TermsData mining, TPWS, Moving Average, Technical Analysis, Stock Market. INTRODUCTION A stock market or equity market is a public entity (a loose network of economic transactions, not a physical facility or discrete entity) for the trading of company stock (shares) and derivatives at an agreed price; these are securities listed on a
Using Data Mining Technique to Measure the Impact of COVID
Jun 04, 2021 The pandemic of Covid-19 which started in the year 2019 did not just cause an effect on the living of millions of people but in the economic and social sectors of every part of the world as well. It is a challenging task to determine the interrelation between COVID-19 cases concerning the economy in the top affected countries. This paper explores; how severe Impact of COVID-19 1st wave on the
A Study on the Impact of Industrial Production Index (IPI
Jan 01, 2016 The study concludes that Industrial Production Index will positively impact on Beverage, Food and Tobacco sector Index in Sri Lanka. Relationship between Macroeconomic Variables and Stock Market Indices: Cointegration Evidence from Stock Exchange of Singapore's All-S Sector Indices. Journal Pengurusan, 24 (2004), pp. 47-77.
COVID-19 Impacts To Metals Prices: Volatility Is Here To
Apr 15, 2020 The market moved sideways for the next week, as the Dow Jones Industrial Average dropped as a result of the Russia-Saudi Arabia oil price war. The March 12 stock market crash caused the London Bullion Market Association price to drop by US$339/oz in a single day, the largest single-day decline ever, due to global recession fears.
Financial Market Impacts of COVID-19 PwC
The graph below depicts 92.5 years of U.S. stock-market volatility approximated by the daily variance of the S&P 500 index since 1928. COVID-19 is one of the notable peaks surpassing that of the GFC. Black Monday of 19 October 1987 accounts for the highest recorded daily variance during this time and the Great Depression the second highest.
Impact of Foreign Exchange rate on stock prices
analyze the impact of USD to PKR exchange rate on the stock return market in Pakistan. The stock market return has been studied by KSE 100 Index. The results show that a relationship between the two variables exists in the short run in Pakistan. Keywords–Exchange Markets, stock prices, Pakistan I. Introduction Stock market return is one of
The impact of sentiment and attention measures on stock
Apr 01, 2020 This article studies the impact of sentiment and attention measures on the daily stock market volatility, and the extent to which these variables can be used to obtain improved volatility forecasts. We introduce a large and novel dataset that includes social media, news article, information consumption, and search engine data. The volatility of
U.S. Market Indexes Stock Markets, Business News
Indexes U.S. Market Indexes. Major U.S. Indexes. Symbol. Price . Change %Change. S&P 500---S&P 100---.IDX--- Global Business and Financial News, Stock Quotes, and Market Data and Analysis.
Analysing the macroeconomic drivers of stock market
a higher inflation rate has a negative impact on stock market development, whereas others argue that the inflation rate can be positively associated with stock market returns in a high inflationary environment (see Ben Naceur, Ghazouani, & Omran, 2007; Boyd, Levine, & Smith, 1996, 2001).
The Stock Market Is Preparing for a Blue Wave. That Could
Oct 22, 2020 The Stock Market Is Preparing for a Blue Wave. That Could Be Premature, Researcher Says. Despite narrowing polling numbers and the often unpredictable final days of
Determinants of Stock Market Performance in Malaysia
DETERMINANTS OF STOCK MARKET PERFORMANCE IN MALAYSIA BY KWONG SEN MIN TAN HAW SHYAN TAN HENG SIANG Impact of oil price to the stock price 29 Figure 2.2.5.2(b): Impact of oil price to the stock price 29 S&P500 Standard & Poor’s 500 Index SEM Stock Exchange Of Malaysia SPX Standard & Poor’s 500 Index TOL Tolerance US USD
Currency Exchange Rates and Gold Mining Companies
May 24, 2003 This is equivalent to C$2.52 at the new CAD/USD exchange rate. In other words our Canadian investor would have a profit of C$1.12/share, or 80%, as a result of the 10% increase in the US$ gold price and the 10% increase in the C$. In the above example a substantial profit was possible because our hypothetical gold mining company, like most
COVID-19 and Stock Market Reaction in Indonesia
Several studies have been found on the impact of COVID-19 on stock market returns, including the impact of the announcement of the first COVID-19 incident and the im pact on the stock market (AlAli, 2020; Alam, Alam, & Chavali, 2020; Bash, 2020; Hu o & Qiu, 2020), the impact of the pandemic on the Chinese stock market and specifically th e
Stock Market Forecast For The Next Six Months Poses New
The U.S. stock market is making it out of the coronavirus crisis, and the S&P 500 and Nasdaq are hitting record highs. Now what? X. With the flames of Covid-19 reduced to embers in the U.S., at
