As of July 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.

Hong Kong Dividend Yield: Hang Seng Index: by HSCIS: Financials data was reported at 4.460 % pa in Oct 2018. This records an increase from the previous number of 4.070 % pa for Sep 2018. Hong Kong Dividend Yield: Hang Seng Index: by HSCIS: Financials data is updated monthly, averaging 3.920 % pa from Jan 2007 (Median) to Oct 2018, with 142 observations. The data reached an all-time high of 6.990 % pa in Feb 2009 and a record low of 2.240 % pa in Jan 2007. Hong Kong Dividend Yield: Hang Seng Index: by HSCIS: Financials 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.

Hong Kong's main stock market index, the HK50, rose to 26095 points on December 2, 2025, gaining 0.24% from the previous session. Over the past month, the index has declined 0.24%, though it remains 32.15% higher than a year ago, 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 December of 2025.

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.

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.

Hang Seng Index: The Future of Hong Kong?

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

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.

As of October 2024, the industry weighting of the financial industry in the Hang Seng Composite Index (HSCI) accounted for ** 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.

Historical dataset of the Hong Kong Stock Market Index (Hang Seng), covering values from 1964-08-01 to 2025-11-24, with the latest releases and long-term trends. Available for free download in CSV format.

Hong Kong Turnover: Futures: Hang Seng Index Futures: All data was reported at 4,871,823.000 Contract in Jun 2018. This records an increase from the previous number of 4,695,782.000 Contract for May 2018. Hong Kong Turnover: Futures: Hang Seng Index Futures: All data is updated monthly, averaging 558,799.000 Contract from May 1986 (Median) to Jun 2018, with 386 observations. The data reached an all-time high of 4,871,823.000 Contract in Jun 2018 and a record low of 5,919.000 Contract in Dec 1988. Hong Kong Turnover: Futures: Hang Seng Index Futures: All 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.Z010: Derivatives Market: Futures and Options: Turnover.

Hong Kong PE Ratio: Hang Seng Index: Properties Sector data was reported at 5.800 Unit in Nov 2018. This records an increase from the previous number of 5.330 Unit for Oct 2018. Hong Kong PE Ratio: Hang Seng Index: Properties Sector data is updated monthly, averaging 11.275 Unit from Jan 1986 (Median) to Nov 2018, with 395 observations. The data reached an all-time high of 24.871 Unit in Feb 2004 and a record low of 4.080 Unit in Aug 1998. Hong Kong PE Ratio: 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.Z003: Main Board: PE Ratio.

Hong Kong Total Return Index: Hang Seng Index data was reported at 74,068.820 02Jan1990=2838.07 in Nov 2018. This records an increase from the previous number of 69,722.850 02Jan1990=2838.07 for Oct 2018. Hong Kong Total Return Index: Hang Seng Index data is updated monthly, averaging 23,979.930 02Jan1990=2838.07 from Jan 1990 (Median) to Nov 2018, with 347 observations. The data reached an all-time high of 88,755.560 02Jan1990=2838.07 in Jan 2018 and a record low of 2,753.510 02Jan1990=2838.07 in Jan 1990. Hong Kong Total Return Index: Hang Seng Index 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.Z001: Main Board: Stock Market Index.

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.

Hang Seng Index: A Reflection of Hong Kong's Economic Health?

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

Prices for Hong Kong Stock Market Index (HK50) including live quotes, historical charts and news. Hong Kong Stock Market Index (HK50) was last updated by Trading Economics this December 2 of 2025.

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.

As of October 2024, Tencent had a weight of **** 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.

Hong Kong Stocks Exchange data

This dataset contains some of the major stocks available for buying and selling by investors

1. 0005: HSBC Holdings, the British bank listed in both of Hong Kong Stock Exchange and London Stock Exchange.
2. 0011: Hang Seng Bank, a HK based bank. Part of HSBC group.
3. 0066: MTR Corporation, the major HK subway service and real state business
4. 0700: Tencent Holdings Ltd., the tech and digital entertainment giant from mainland China
5. 1810: Xiaomi Corporation , the first globally famous tech lifestyle products company.
6. 2638: HK Electric Investments and HK Electric Investments Ltd.: One of the major electicity provider in Hong Kong
7. 2800: Tracker Fund of Hong Kong, a unit trust which provides investment results that correspond to the performance of the Hang Seng Index in the Hong Kong stock market.
8. 8083: CHINA YOUZAN LTD, a payment tech company in mainland China

Content

The highlight of this dataset are these 2 files: - HSI.csv - hk_stocks.csv

The rest of the files are historical price data per stock, which are covered in the hk_stock.csv file already.

Acknowledgements

All data are available on Hong Kong Stock Exchange (HKEX) and Yahoo! Finance

Hong Kong PE Ratio: Hang Seng Index: Utilities Sector data was reported at 17.600 Unit in Nov 2018. This records an increase from the previous number of 17.260 Unit for Oct 2018. Hong Kong PE Ratio: Hang Seng Index: Utilities Sector data is updated monthly, averaging 15.618 Unit from Jan 1986 (Median) to Nov 2018, with 395 observations. The data reached an all-time high of 29.100 Unit in Sep 1987 and a record low of 6.080 Unit in Jan 2016. Hong Kong PE Ratio: 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.Z003: Main Board: PE Ratio.

Hong Kong Index: Hang Seng Properties data was reported at 36,792.180 13Jan1984=975.47 in Nov 2018. This records an increase from the previous number of 33,818.020 13Jan1984=975.47 for Oct 2018. Hong Kong Index: Hang Seng Properties data is updated monthly, averaging 16,965.450 13Jan1984=975.47 from Jul 1984 (Median) to Nov 2018, with 413 observations. The data reached an all-time high of 43,637.620 13Jan1984=975.47 in Jan 2018 and a record low of 807.120 13Jan1984=975.47 in Jul 1984. Hong Kong Index: Hang Seng Properties 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.Z001: Main Board: Stock Market Index.

In April 2025, the value of the Hang Seng China Enterprise Index amounted to ***** points. The index aims to reflect the performance of mainland Chinese securities that are listed on the Hong Kong Exchange. It includes companies such as Tencent, Alibaba, and Ping An.

FCHI The FCHI, or the CAC 40 Index, is a benchmark stock market index in France that represents the performance of the 40 most significant and actively traded stocks on the Euronext Paris. It includes major French companies across various sectors such as finance, energy, consumer goods, and technology. The index is widely used by investors and financial professionals to gauge the health of the French economy and serves as a key indicator of European market trends.

FTSE The FTSE 100 Index, commonly referred to as simply the FTSE, is a stock market index that tracks the performance of the 100 largest companies listed on the London Stock Exchange, ranked by market capitalization. It is one of the most widely followed indices in Europe and reflects the overall strength and direction of the UK's economy. Major multinational corporations in sectors like banking, oil, and pharmaceuticals are heavily represented in this index.

GDAXI The GDAXI, also known as the DAX 40 or simply DAX, is Germany’s leading stock market index, consisting of the 40 largest and most liquid German companies trading on the Frankfurt Stock Exchange. These companies are typically industry leaders in sectors such as automotive, industrial manufacturing, pharmaceuticals, and financial services. The DAX is a key indicator of economic performance in Germany and is closely watched by investors around the world.

HSI The HSI, or Hang Seng Index, is a stock market index that tracks the performance of the largest companies listed on the Hong Kong Stock Exchange. It serves as a key benchmark for the Hong Kong stock market and provides insight into the economic conditions of Hong Kong and greater China. The index includes companies from various sectors, including finance, real estate, and technology, many of which have significant operations in mainland China.

IDX The IDX Composite Index, often referred to as the Jakarta Composite Index, is the main stock market index for the Indonesia Stock Exchange (IDX). It measures the performance of all actively traded stocks listed on the exchange and is used as a key indicator of the overall health of the Indonesian economy. The index covers a wide range of industries, including banking, commodities, telecommunications, and consumer goods.

N225 The N225, or Nikkei 225, is Japan’s most well-known stock market index, comprising 225 top-quality companies listed on the Tokyo Stock Exchange. It is a price-weighted index that reflects the performance of major Japanese firms across various industries such as electronics, automotive, and financial services. The Nikkei 225 is considered a key barometer of Japan's economic health and is widely monitored by global investors.

NYA The NYA, or NYSE COMPOSITE INDEX, is a broad stock market index that includes all common stocks listed on the New York Stock Exchange. Unlike more narrow indices such as the Dow Jones Industrial Average, the NYA offers a comprehensive view of the entire NYSE market, covering companies across multiple sectors and market capitalizations. It is used by investors to assess the overall performance of the U.S. stock market.