As of January 2025, the Hang Seng Index at the Hong Kong Exchange amounted to 20,225.11 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 at 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.
The statistic shows the annual development of the Hang Seng index from 1986 to 2024. The Hang Seng index reflects the performance of the largest stocks traded on the Hong Kong Stock Exchange. The year value of the Hang Seng index amounted to 20,059.95 by the end of 2023.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong Settlement Price: Hang Seng Index Futures: 1st Month data was reported at 24,911.000 Point in Oct 2018. This records a decrease from the previous number of 27,877.000 Point for Sep 2018. Hong Kong Settlement Price: Hang Seng Index Futures: 1st Month data is updated monthly, averaging 19,369.000 Point from Aug 1997 (Median) to Oct 2018, with 255 observations. The data reached an all-time high of 32,844.000 Point in Jan 2018 and a record low of 7,000.000 Point in Aug 1998. Hong Kong Settlement Price: Hang Seng Index Futures: 1st Month data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong SAR – Table HK.Z012: Derivatives Market: Futures and Options: Settlement Price & Implied Volatility.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The main stock market index in Hong Kong (HK50) increased 3587 points or 17.88% since the beginning of 2025, according to trading on a contract for difference (CFD) that tracks this benchmark index from Hong Kong. Hong Kong Stock Market Index (HK50) - values, historical data, forecasts and news - updated on March of 2025.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong Dividend Yield: Hang Seng Index: by HSCIS: Properties & Construction data was reported at 4.090 % pa in Oct 2018. This records an increase from the previous number of 3.860 % pa for Sep 2018. Hong Kong Dividend Yield: Hang Seng Index: by HSCIS: Properties & Construction data is updated monthly, averaging 3.450 % pa from Jan 2007 (Median) to Oct 2018, with 142 observations. The data reached an all-time high of 7.680 % pa in Feb 2009 and a record low of 1.620 % pa in Apr 2008. Hong Kong Dividend Yield: Hang Seng Index: by HSCIS: Properties & Construction data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong – Table HK.Z004: Main Board: Dividend Yield.
As of October 2024, the industry weighting of the financial industry in the Hang Seng Composite Index (HSCI) accounted for 29 percent. It was the largest subsection within the index, followed by the consumer discretionary sector. The index includes the top 95th percentile of companies at the Hong Kong Exchange.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong Open Interest: Options: Flexible Hang Seng Index Options data was reported at 0.000 Contract in Oct 2018. This stayed constant from the previous number of 0.000 Contract for Sep 2018. Hong Kong Open Interest: Options: Flexible Hang Seng Index Options data is updated monthly, averaging 600.000 Contract from Apr 2010 (Median) to Oct 2018, with 103 observations. The data reached an all-time high of 17,878.000 Contract in Oct 2012 and a record low of 0.000 Contract in Oct 2018. Hong Kong Open Interest: Options: Flexible Hang Seng Index Options data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong – Table HK.Z011: Derivatives Market: Futures and Options: Open Interest.
https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html
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.
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)
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)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
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
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
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong PE Ratio: Hang Seng Index: All Stocks data was reported at 10.080 Unit in Oct 2018. This records a decrease from the previous number of 11.270 Unit for Sep 2018. Hong Kong PE Ratio: Hang Seng Index: All Stocks data is updated monthly, averaging 13.140 Unit from Jan 1985 (Median) to Oct 2018, with 406 observations. The data reached an all-time high of 26.730 Unit in Dec 1999 and a record low of 6.510 Unit in Feb 2009. Hong Kong PE Ratio: Hang Seng Index: All Stocks data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong SAR – Table HK.Z003: Main Board: PE Ratio.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hang Seng Bank stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.
As of October 2024, Tencent had a weight of 9.73 percent in the Hang Seng Composite Index (HSCI). The index is a sub-index of the Hang Seng Index and includes the top 95th percentile of companies at the Hong Kong Exchange.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Key information about Hong Kong SAR (China) Hang Seng
https://www.lseg.com/en/policies/website-disclaimerhttps://www.lseg.com/en/policies/website-disclaimer
With LSEG's Hong Kong Stock Exchange Issuer Information feed Service (IIS), gain real-time trading news and announcements from HKEX listed companies.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong SAR (China) Hong Kong Stock Exchange: Index: Hang Seng Properties Index data was reported at 15,742.120 NA in Feb 2025. This records an increase from the previous number of 14,647.170 NA for Jan 2025. Hong Kong SAR (China) Hong Kong Stock Exchange: Index: Hang Seng Properties Index data is updated monthly, averaging 30,997.810 NA from Jun 2013 (Median) to Feb 2025, with 141 observations. The data reached an all-time high of 44,605.360 NA in Mar 2019 and a record low of 14,451.620 NA in Jul 2024. Hong Kong SAR (China) Hong Kong Stock Exchange: Index: Hang Seng Properties Index data remains active status in CEIC and is reported by Exchange Data International Limited. The data is categorized under Global Database’s Hong Kong SAR (China) – Table HK.EDI.SE: Hong Kong Stock Exchange: Monthly.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong Dividend Yield: Hang Seng Index: Utilities Sector data was reported at 7.620 % pa in Nov 2018. This records a decrease from the previous number of 7.770 % pa for Oct 2018. Hong Kong Dividend Yield: Hang Seng Index: Utilities Sector data is updated monthly, averaging 3.696 % pa from Jan 1986 (Median) to Nov 2018, with 395 observations. The data reached an all-time high of 7.800 % pa in Jun 2018 and a record low of 1.440 % pa in Sep 1987. Hong Kong Dividend Yield: Hang Seng Index: Utilities Sector data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong SAR – Table HK.Z004: Main Board: Dividend Yield.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong Dividend Yield: Hang Seng Index: Finance Sector data was reported at 4.410 % pa in Oct 2018. This records an increase from the previous number of 3.990 % pa for Sep 2018. Hong Kong Dividend Yield: Hang Seng Index: Finance Sector data is updated monthly, averaging 3.854 % pa from Jan 1986 (Median) to Oct 2018, with 394 observations. The data reached an all-time high of 6.892 % pa in Jan 2009 and a record low of 1.840 % pa in Dec 1993. Hong Kong Dividend Yield: Hang Seng Index: Finance Sector data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong SAR – Table HK.Z004: Main Board: Dividend Yield.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Hong Kong Dividend Yield: Hang Seng Index: Properties Sector data was reported at 4.080 % pa in Oct 2018. This records an increase from the previous number of 3.730 % pa for Sep 2018. Hong Kong Dividend Yield: Hang Seng Index: Properties Sector data is updated monthly, averaging 2.945 % pa from Jan 1986 (Median) to Oct 2018, with 394 observations. The data reached an all-time high of 9.350 % pa in Aug 1998 and a record low of 1.393 % pa in Dec 2007. Hong Kong Dividend Yield: Hang Seng Index: Properties Sector data remains active status in CEIC and is reported by Hong Kong Exchanges and Clearing Limited. The data is categorized under Global Database’s Hong Kong SAR – Table HK.Z004: Main Board: Dividend Yield.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The evaluation indexes of AGA-LSTM model and other DL models in HangSeng date set.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Bank Of China HK stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The evaluation indexes of AGA-LSTM model and other DL models in DJIA date set.
As of January 2025, the Hang Seng Index at the Hong Kong Exchange amounted to 20,225.11 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 at 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.