This dataset provides values for LEADING COMPOSITE INDEX . reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

End-of-day prices refer to the closing prices of various financial instruments, such as equities (stocks), bonds, and indices, at the end of a trading session on a particular trading day. These prices are crucial pieces of market data used by investors, traders, and financial institutions to track the performance and value of these assets over time. The Techsalerator closing prices dataset is considered the most up-to-date, standardized valuation of a security trading commences again on the next trading day. This data is used for portfolio valuation, index calculation, technical analysis and benchmarking throughout the financial industry. The End-of-Day Pricing service covers equities, equity derivative bonds, and indices listed on 170 markets worldwide.

China's main stock market index, the SHANGHAI, rose to 3876 points on September 1, 2025, gaining 0.46% from the previous session. Over the past month, the index has climbed 8.16% and is up 37.87% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from China. China Shanghai Composite Stock Market Index - values, historical data, forecasts and news - updated on September of 2025.

For this study, India (BSE), Indonesia (JKSE), Shanghai Composite Index (SSE), Taiwan (TWII), Malaysia (KLCI), the Philippines (PSI), Thailand (SET), and South Korea (KOSPI) were selected as the Asia emerging markets. The data source used was DataGuide5 (https://dataguide.fnguide.com), and the sample interval was selected from 2000 to 2024, with closing prices for five trading days per week.

As of December 2024, the Shanghai Stock Exchange had the largest domestic market capitalization among stock exchanges in the Asia Pacific region, amounting to approximately *** trillion U.S. dollars. Second in the ranking was the Shanghai Stock Exchange Group, followed by the Shenzhen Stock Exchange. Stock exchanges in Asia PacificThe major stock exchanges in the Asia-Pacific region are the Tokyo Stock Exchange in Japan, the Shanghai and Shenzhen Stock Exchange in Mainland China, the Hong Kong Stock Exchange in Hong Kong, and the Bombay Stock Exchange in India, which is also the oldest stock exchange in Asia. Also, five out of the ten largest stock exchange operators in the world are located in Asia.What is market capitalization?Market capitalization, also commonly referred to as market cap, is a measure of the total market value of outstanding shares of a company on the stock market. It indicates a company’s relative size and value while taking various determinants such as risk and the market’s perception into consideration. There are large-cap (>** billion), mid-cap (* to ** billion) and small-cap (*** million to * billion) companies depending on their market capitalization.

Graph and download economic data for Composite Leading Indicators: Composite Consumer Confidence Amplitude Adjusted for Major Five Asia Economies (CSCICP035AM665S) from Jan 1990 to Dec 2023 about Major 5 Asia, consumer sentiment, composite, and consumer.

As of April 2025, the Hang Seng Index at the Hong Kong Exchange amounted to ********* points. After the outbreak of COVID-19, the index dropped as part of a broader Pan-Asian trend. However, by the end of 2020, when the pandemic situation stabilized in many countries and news about a vaccine rollout came out, the Hang Seng Index recovered and recorded significant increases every month. Index composition The Hang Seng Index is the most prominent indicator of stock performance on the Hong Kong Exchange. By including the 50 largest companies, the index represents the market movements of more than half of the bourse’s market capitalization. In addition to that, the Hang Seng Index has numerous smaller indices which mirror smaller industries or market sections. The Hang Seng Composite Index One example of a sub-index is the Hang Seng Composite Index. It reflects the performance of the top 95 percentile of the total market capitalization. The financial industry accounted for the largest share of companies included in the index, followed by the information technology sector. Prominent companies represented in the index are Tencent, AIA, and Meituan.

major 5 asia - Consumer Opinion Surveys: Confidence Indicators: Composite Indicators: OECD Indicator for the Major 5 Asia was 95.21602 Normalised (Normal = 100) in December of 2023, according to the United States Federal Reserve. Historically, major 5 asia - Consumer Opinion Surveys: Confidence Indicators: Composite Indicators: OECD Indicator for the Major 5 Asia reached a record high of 103.05190 in December of 2019 and a record low of 94.66133 in October of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for major 5 asia - Consumer Opinion Surveys: Confidence Indicators: Composite Indicators: OECD Indicator for the Major 5 Asia - last updated from the United States Federal Reserve on August of 2025.

In 2025, stock markets in the United States accounted for roughly ** percent of world stocks. The next largest country by stock market share was China, followed by the European Union as a whole. The New York Stock Exchange (NYSE) and the NASDAQ are the largest stock exchange operators worldwide. What is a stock exchange? The first modern publicly traded company was the Dutch East Industry Company, which sold shares to the general public to fund expeditions to Asia. Since then, groups of companies have formed exchanges in which brokers and dealers can come together and make transactions in one space. Stock market indices group companies trading on a given exchange, giving an idea of how they evolve in real time. Appeal of stock ownership Over half of adults in the United States are investing money in the stock market. Stocks are an attractive investment because the possible return is higher than offered by other financial instruments.

major 5 asia - Business Tendency Surveys for Manufacturing: Confidence Indicators: Composite Indicators: OECD Indicator for the Major 5 Asia was 99.50496 Normalised (Normal = 100) in December of 2023, according to the United States Federal Reserve. Historically, major 5 asia - Business Tendency Surveys for Manufacturing: Confidence Indicators: Composite Indicators: OECD Indicator for the Major 5 Asia reached a record high of 102.75160 in April of 2007 and a record low of 94.72606 in February of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for major 5 asia - Business Tendency Surveys for Manufacturing: Confidence Indicators: Composite Indicators: OECD Indicator for the Major 5 Asia - last updated from the United States Federal Reserve on September of 2025.

While the global coronavirus (COVID-19) pandemic caused all major stock market indices to fall sharply in March 2020, both the extent of the decline at this time, and the shape of the subsequent recovery, have varied greatly. For example, on March 15, 2020, major European markets and traditional stocks in the United States had shed around ** percent of their value compared to January *, 2020. However, Asian markets and the NASDAQ Composite Index only shed around ** to ** percent of their value. A similar story can be seen with the post-coronavirus recovery. As of November 14, 2021 the NASDAQ composite index value was around ** percent higher than in January 2020, while most other markets were only between ** and ** percent higher. Why did the NASDAQ recover the quickest? Based in New York City, the NASDAQ is famously considered a proxy for the technology industry as many of the world’s largest technology industries choose to list there. And it just so happens that technology was the sector to perform the best during the coronavirus pandemic. Accordingly, many of the largest companies who benefitted the most from the pandemic such as Amazon, PayPal and Netflix, are listed on the NADSAQ, helping it to recover the fastest of the major stock exchanges worldwide. Which markets suffered the most? The energy sector was the worst hit by the global COVID-19 pandemic. In particular, oil companies share prices suffered large declines over 2020 as demand for oil plummeted while workers found themselves no longer needing to commute, and the tourism industry ground to a halt. In addition, overall share prices in two major stock exchanges – the London Stock Exchange (as represented by the FTSE 100 index) and Hong Kong (as represented by the Hang Seng index) – have notably recovered slower than other major exchanges. However, in both these, the underlying issue behind the slower recovery likely has more to do with political events unrelated to the coronavirus than it does with the pandemic – namely Brexit and general political unrest, respectively.

Graph and download economic data for Leading Indicators OECD: Leading Indicators: Composite Leading Indicator: Amplitude Adjusted for Major Five Asia (A5MLOLITOAASTSAM) from May 1992 to Dec 2023 about Major 5 Asia, leading indicator, and adjusted.

This year’s Asian Economic Integration Report (AEIR) continues to chronicle progress in regional cooperation and integration (RCI) in Asia and the Pacific. Despite an improved global economic outlook, elevated uncertainty in the international policy environment continues to weigh on global trade. Although world trade is expected to recover this year, its growth remains weaker than income growth following further deceleration in 2016. Foreign direct investment (FDI) worldwide also dropped 2% last year. Yet, the trend of RCI in Asia and the Pacific is gaining momentum, providing a buffer against the fallout from increasingly inward-looking policies around the world. Asia’s intraregional trade share—measured by value—rose to 57.3% in 2016 from 56.9% in 2015, up from an average 55.9% during 2010–2015. Intraregional FDI share also grew to 55.3% in 2016 from 47.6% in 2015. Asia’s cross-border bank claims increased to $4.4 trillion from $4.1 trillion. Asia’s international tourism receipts are increasingly sourced from other Asian economies, with more than 70% of Asia’s outbound tourists traveling within the region. To better monitor this progress, AEIR 2017 introduces the Asia-Pacific Regional Cooperation and Integration Index (ARCII), a newly created composite index that allows comparative analysis of six RCI dimensions across subregional groups and economies. Its six component indexes cover: (i) trade and investment, (ii) money and finance, (iii) regional value chains, (iv) infrastructure and connectivity, (v) movement of people, and (vi) institutional and social integration.

Graph and download economic data for Composite Leading Indicators: Composite Leading Indicator (CLI) Trend Restored for Major Five Asia Economies (A5MLOLITOTRSTSAM) from May 1992 to Aug 2023 about Major 5 Asia and leading indicator.

The New York Stock Exchange (NYSE) is the largest stock exchange in the world, with an equity market capitalization of almost ** trillion U.S. dollars as of June 2025. The following three exchanges were the NASDAQ, PINK Exchange, and the Frankfurt Exchange. What is a stock exchange? A stock exchange is a marketplace where stockbrokers, traders, buyers, and sellers can trade in equities products. The largest exchanges have thousands of listed companies. These companies sell shares of their business, giving the general public the opportunity to invest in them. The oldest stock exchange worldwide is the Frankfurt Stock Exchange, founded in the late sixteenth century. Other functions of a stock exchange Since these are publicly traded companies, every firm listed on a stock exchange has had an initial public offering (IPO). The largest IPOs can raise billions of dollars in equity for the firm involved. Related to stock exchanges are derivatives exchanges, where stock options, futures contracts, and other derivatives can be traded.

A deep financial and economic crisis ravaged many Asian nations during 1997 and 1998. In this article, the authors examine the impact of the crisis on corporate risk for a subset of large United States firms that are included in the Standard & Poor (S&P) 100 stock market index. They find that the Asian crisis changed many of these firms' exposure to stock market movements -- that is, their "betas," or sensitivity to stock market risk. In particular, the extent of a firm's sales exposure to Asia appears to be an important link through which the crisis affected beta. This effect is amplified by greater financial leverage.

Asian stock markets remain cautious as oil prices stabilize and the euro hits a 3-1/2-year high, amid geopolitical and economic uncertainties.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

LON:ASIA ASIA STRATEGIC HOLDINGS LIMITED

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

To investigate the issue of inflation-hedging to find appropriate hedging assets against inflation by using the VAR or VECM model. We have collected data encompassing housing price indices, stock indices, price indexes, and money supply from five countries: the United States, Hong Kong, South Korea, Singapore, and Taiwan. The housing price index focuses on the transaction prices of listed residential houses in the metropolitan area as the benchmark, the stock price index is the ordinary stock market index of various countries, the price index is the consumer price index (CPI), and the money supply is M2 aggregate. The time period for obtaining data on the housing price index and stock price index is not the same.

Singapore Net Investment in Manufacturing and Services: Asia Pacific & Others data was reported at 1,326.600 SGD mn in 2017. This records a decrease from the previous number of 1,827.800 SGD mn for 2016. Singapore Net Investment in Manufacturing and Services: Asia Pacific & Others data is updated yearly, averaging 1,044.100 SGD mn from Dec 1997 (Median) to 2017, with 21 observations. The data reached an all-time high of 4,624.600 SGD mn in 2014 and a record low of 139.100 SGD mn in 1998. Singapore Net Investment in Manufacturing and Services: Asia Pacific & Others data remains active status in CEIC and is reported by Department of Statistics. The data is categorized under Global Database’s Singapore – Table SG.S002: Composite Leading Index and Net Investment Commitments.