100+ datasets found
  1. T

    Pakistan Stock Market (KSE100) Data

    • tradingeconomics.com
    • ar.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Nov 15, 2025
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    TRADING ECONOMICS (2025). Pakistan Stock Market (KSE100) Data [Dataset]. https://tradingeconomics.com/pakistan/stock-market
    Explore at:
    json, excel, csv, xmlAvailable download formats
    Dataset updated
    Nov 15, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    May 25, 1994 - Dec 2, 2025
    Area covered
    Pakistan
    Description

    Pakistan's main stock market index, the KSE 100, fell to 167838 points on December 2, 2025, losing 0.13% from the previous session. Over the past month, the index has climbed 3.09% and is up 60.52% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Pakistan. Pakistan Stock Market (KSE100) - values, historical data, forecasts and news - updated on December of 2025.

  2. Pakistan stock exchange data (All Companies)

    • kaggle.com
    zip
    Updated Dec 3, 2022
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    mukhazar ahmad (2022). Pakistan stock exchange data (All Companies) [Dataset]. https://www.kaggle.com/datasets/mukhazarahmad/pakistan-stock-exchange-data-all-companies
    Explore at:
    zip(17273118 bytes)Available download formats
    Dataset updated
    Dec 3, 2022
    Authors
    mukhazar ahmad
    Description

    This is the complete dataset of stocks of all the companies listed on Pakistan stock exchange for last 22 years. This data could be utilized for data science, machine learning, artificial intelligence and much more. Below is the list of companies: 786 Investments Limited Al-Abbas Sugar Mills Limited Agro Allianz Limited Al-Abid Silk Mills Limited Ali Asghar Textile Mills Limited Allied Bank Limited Abbott Laboratories (Pakistan) Limited Abson Industries Limited Attock Cement Pakistan Limited Adam Sugar Mills Limited Artistic Denim Mills Limited Ados Pakistan Limited Adil Textile Mills Limited AEL Textile Limited Agha Steel Ind.Ltd Askari General Insurance Company Limited Agriauto Industries Limited Agritech Limited AGP Limited Abdullah Shah Ghazi Sugar Mills Limited Al-Ghazi Tractors Limited Arif Habib Corporation Limited Arif Habib Limited Ahmad Hassan Textile Mills Limited Adamjee Insurance Company Limited Air Link Communication Limited Askari Bank Limited AKD Capital Limited AKD Hospitality Limited AKD Securities Limited Al-Khair Gadoon Limited Akzo Nobel Pakistan Limited Askari Life Assurance Company Limited Adamjee Life Assurance Company Limited Al-Noor Sugar Mills Limited Al-Qadir Textile Mills Limited Altern Energy Limited Apna Microfinance Bank Limited Amtex Limited Azgard Nine Limited AN Textile Mills Limited Attock Petroleum Limited Al-Qaim Textile Mills Limited Arctic Textile Mills Limited Allied Rental Modaraba Arpak International Investments Ltd. Archroma Pakistan Limited Aruj Industries Limited Al Shaheer Corporation Limited Ashfaq Textile Mills Limited Asia Insurance Company Limited Aisha Steel Mills Limited Amreli Steels Limited Asim Textile Mills Limited Atlas Battery Limited Atlas Insurance Limited Atlas Honda Limited Attock Refinery Limited Avanceon Limited Allawasaya Tex. & Finishing Mills Ltd Awwal Modaraba Ayesha Textile Mills Limited Al-Azhar Textile Mills Limited Bank Alfalah Limited Baba Farid Sugar Mills Limited Bank AL Habib Limited Bawany Air Products Limited Bata Pakistan Limited Bolan Castings Limited Babri Cotton Mills Limited Beco Steel Limited Beema-Pakistan Company Limited Bela Automotives Limited Berger Paints Pakistan Limited B.F. Modaraba Balochistan Glass Limited Bhanero Textile Mills Limited Biafo Industries Limited Business & Industrial Insurance Company Ltd. Bilal Fibres Limited BankIslami Pakistan Limited BIPL Securities Limited Bunnys Limited Bannu Woollen Mills Limited The Bank of Khyber The Bank of Punjab Balochistan Particle Board Limited Burshane LPG (Pakistan) Limited Brothers Textile Mills Limited B.R.R. Guardian Modaraba Blessed Textiles Limited Buxly Paints Limited Bestway Cement Limited Baluchistan Wheels Limited Byco Petroleum Pakistan Limited Calcorp Limited Crescent Cotton Mills Limited Climax Engineering Company Limited Century Insurance Company Limited Century Paper & Board Mills Limited Crescent Fibres Limited Chashma Sugar Mills Limited Chenab Limited Cherat Cement Company Limited Crescent Jute Products Limited Clover Pakistan Limited Cordoba Logistics & Ventures Limited Cnergyico PK Limited Colgate-Palmolive (Pakistan) Limited (Colony) Sarhad Textile Mills Limited Capital Assets Leasing Corporation Citi Pharma Ltd. Cherat Packaging Limited The Crescent Textile Mills Limited Crescent Steel & Allied Products Limited Crescent Star Insurance Limited Cresent Standard Modaraba Colony Textile Mills Limited Chakwal Spinning Mills Limited Cyan Limited Data Agro Limited Dadex Eternit Limited Data Textiles Limited Dawood Hercules Corporation Limited Dadabhoy Cement Industries Limited Dadabhoy Sack Limited Dewan Cement Limited Dawood Capital Management Limited Dolmen City REIT Dadabhoy Construction Technology Limited Dawood Equities Limited Dewan Farooque Motors Limited Dewan Farooque Spinning Mills Limited D.G. Khan Cement Company Limited Diamond Industries Limited Din Textile Mills Limited Drekkar Kingsway Limited Dewan Khalid Textile Mills Limited Dawood Lawrencepur Limited D.M. Industries Limited Dewan Mushtaq Textile Mills Limited D.M. Textile Mills Limited Dandot Cement Company Limited Descon Oxychem Limited Descon Oxychem Limited (12%Non-Voting Pref) Dominion Stock Fund Limited Dewan Salman Fibre Limited D.S. Industries Limited Dost Steels Limited Dar-es-Salaam Textile Mills Limited Dewan Automotive Engineering Limited Dewan Sugar Mills Limited Dewan Textile Mills Limited Dynea Pakistan Limited Ecopack Limited Engro Fertilizers Limited EFG Hermes Pakistan Limited Engro Foods Limited EFU General Insurance Limited EFU Life Assurance Limited Elahi Cotton Mills Limited Ellcot Spinning Mills Limited Emco Industries Limited English Leasing Limited Engro Corporation Limited Engro Polymer & Chemicals Limited Engro Powergen Qadirpur Limited Escorts Investment Bank Limited East West Insurance Company Limited East West (R) East West Life Ass...

  3. F

    Stock Market Turnover Ratio (Value Traded/Capitalization) for Pakistan

    • fred.stlouisfed.org
    json
    Updated May 7, 2024
    + more versions
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    (2024). Stock Market Turnover Ratio (Value Traded/Capitalization) for Pakistan [Dataset]. https://fred.stlouisfed.org/series/DDEM01PKA156NWDB
    Explore at:
    jsonAvailable download formats
    Dataset updated
    May 7, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Pakistan
    Description

    Graph and download economic data for Stock Market Turnover Ratio (Value Traded/Capitalization) for Pakistan (DDEM01PKA156NWDB) from 1996 to 2011 about Pakistan, ratio, and stock market.

  4. Pakistan Stock Exchange Top 50 (2021-2025)

    • kaggle.com
    zip
    Updated Aug 28, 2025
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    hammad ul mustafa (2025). Pakistan Stock Exchange Top 50 (2021-2025) [Dataset]. https://www.kaggle.com/datasets/hammadulmustafa/pakistan-stock-exchange-top-50-2021-2025
    Explore at:
    zip(862709 bytes)Available download formats
    Dataset updated
    Aug 28, 2025
    Authors
    hammad ul mustafa
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    This dataset contains historical stock market data for the Top 50 companies listed on the Pakistan Stock Exchange. It includes daily OHLCV (Open, High, Low, Close, and Volume) data making it a valuable resource for financial analysis forecasting and time series modeling.

    The dataset is particularly useful for:

    . Stock trend analysis

    . Volatility and risk-return studies

    . Machine learning models for prediction

    . Portfolio optimization & financial research

    Column Descriptors

    symbol : Ticker symbol of the company (e.g., MARI, NESTLE, RMPL).

    date : Trading date (format: YYYY-MM-DD).

    open : Opening stock price on that day.

    high : Highest stock price during the trading session.

    low : Lowest stock price during the trading session.

    close : Closing stock price on that day.

    volume : Number of shares traded.

    month : Month extracted from the trading date

    year : Year extracted from the trading date.

  5. i

    Data from: Pakistan Stock Exchange Datasets

    • ieee-dataport.org
    Updated May 12, 2020
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    Yosha Jawad (2020). Pakistan Stock Exchange Datasets [Dataset]. https://ieee-dataport.org/documents/pakistan-stock-exchange-datasets
    Explore at:
    Dataset updated
    May 12, 2020
    Authors
    Yosha Jawad
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This is a preprocessed dataset of 2 companies from Pakistan Stock Exchange.

  6. P

    Pakistan Stock market return - data, chart | TheGlobalEconomy.com

    • theglobaleconomy.com
    csv, excel, xml
    Updated Nov 25, 2016
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    The citation is currently not available for this dataset.
    Explore at:
    excel, xml, csvAvailable download formats
    Dataset updated
    Nov 25, 2016
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1999 - Dec 31, 2021
    Area covered
    Pakistan
    Description

    Pakistan: Stock market return, percent: The latest value from 2021 is 16.44 percent, an increase from 3.17 percent in 2020. In comparison, the world average is 32.21 percent, based on data from 87 countries. Historically, the average for Pakistan from 1999 to 2021 is 20.91 percent. The minimum value, -35.03 percent, was reached in 2009 while the maximum of 83.3 percent was recorded in 2003.

  7. T

    Pakistan Stock Market Return Percent Year On Year

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 29, 2017
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    TRADING ECONOMICS (2017). Pakistan Stock Market Return Percent Year On Year [Dataset]. https://tradingeconomics.com/pakistan/stock-market-return-percent-year-on-year-wb-data.html
    Explore at:
    excel, json, xml, csvAvailable download formats
    Dataset updated
    May 29, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Pakistan
    Description

    Actual value and historical data chart for Pakistan Stock Market Return Percent Year On Year

  8. Pakistan Stock Exchange (KSE-100)

    • kaggle.com
    Updated Sep 10, 2025
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    Anila Gulzar Toor (2025). Pakistan Stock Exchange (KSE-100) [Dataset]. https://www.kaggle.com/datasets/anilaahmed/pakistan-stock-exchange-kse-100
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Sep 10, 2025
    Dataset provided by
    Kaggle
    Authors
    Anila Gulzar Toor
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    16 years of data with Date, Open, Close, High, Low, Close, Change and Volume columns

    Date: Enter date Open: Opening value High: Highest value Low: Lowest value Close: Closing value Change: Difference from previous close in points Volume: Total trading volume

  9. o

    Pakistan Stock Exchange (KSE 100) - Datasets - Open Data Pakistan

    • opendata.com.pk
    Updated Apr 2, 2021
    + more versions
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    (2021). Pakistan Stock Exchange (KSE 100) - Datasets - Open Data Pakistan [Dataset]. https://opendata.com.pk/dataset/pakistan-stock-exchange-kse-100
    Explore at:
    Dataset updated
    Apr 2, 2021
    Area covered
    Pakistan
    Description

    Here is the first dataset of the Pakistan Stock Exchange (PSX) for the KSE 100 Index gathered from the archives of the Pakistan Stock Exchange (PSX) and Karachi Stock Exchange (KSE) 100 Index.

  10. P

    Pakistan Stock market capitalization, in dollars - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Apr 20, 2015
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    Globalen LLC (2015). Pakistan Stock market capitalization, in dollars - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Pakistan/stock_market_capitalization_dollars/
    Explore at:
    csv, excel, xmlAvailable download formats
    Dataset updated
    Apr 20, 2015
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1993 - Dec 31, 2024
    Area covered
    Pakistan
    Description

    Pakistan: Stock market capitalization, billion USD: The latest value from 2024 is 52.07 billion U.S. dollars, an increase from 32.26 billion U.S. dollars in 2023. In comparison, the world average is 1647.20 billion U.S. dollars, based on data from 68 countries. Historically, the average for Pakistan from 1993 to 2024 is 30.26 billion U.S. dollars. The minimum value, 4.9 billion U.S. dollars, was reached in 2001 while the maximum of 69.72 billion U.S. dollars was recorded in 2007.

  11. Pakistan Stock Exchange Listed Companies Dataset

    • kaggle.com
    zip
    Updated Oct 10, 2024
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    Nauman Ali Murad (2024). Pakistan Stock Exchange Listed Companies Dataset [Dataset]. https://www.kaggle.com/datasets/naumanalimurad/psx-listed-companies-dataset
    Explore at:
    zip(95145 bytes)Available download formats
    Dataset updated
    Oct 10, 2024
    Authors
    Nauman Ali Murad
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    PSX Listed Companies Dataset

    Overview

    This dataset contains detailed information about companies listed on the Pakistan Stock Exchange (PSX). The PSX is the premier stock exchange in Pakistan, where companies from various sectors are publicly listed for trading. The data was scraped from the official PSX website and includes essential information about each listed company, its representative, and contact details. This dataset can be valuable for anyone interested in financial markets, business research, or investment opportunities within Pakistan.

    Data Features

    The dataset contains the following columns:

    • Representative: Name of the company representative.
    • Designation: The representative's role or title within the company.
    • Company: Name of the listed company.
    • Address: Official mailing address of the company.
    • Phone: Primary contact number.
    • Phone 2: Additional contact number (if available).
    • Fax: Fax number (if available).
    • Date of Listing: The date when the company was listed on the PSX.
    • Email: The contact email address of the representative or company.
    • URL: The company's website.
    • Registrar Details: Information about the company's registrar, which handles the company's share-related matters.

    Sectors Represented

    The dataset includes companies from a wide variety of sectors, reflecting the diversity of industries on the PSX. Some key sectors include: - Automobile Assembler - Cement - Commercial Banks - Fertilizer - Food & Personal Care Products - Pharmaceuticals - Technology & Communication - Textile Composite

    And many more, totaling 37 different sectors.

    Usage

    This dataset can be used for multiple purposes: 1. Financial Analysis: Explore the performance of different sectors and companies listed on the PSX. 2. Investment Research: Identify key players in different industries for investment opportunities. 3. Business Development: Build contact lists for companies within a specific sector. 4. Data Science & Machine Learning Projects: Use this dataset for clustering, classification, or sentiment analysis in financial markets.

    Data Format

    The dataset is available in CSV format, making it easy to load into data analysis tools like Pandas, Excel, or Power BI. It's structured for easy exploration and can be integrated into financial models or research projects.

    Acknowledgements

    The data was scraped from the official PSX website using a custom Python script. Special thanks to the open-source community for tools like Selenium, BeautifulSoup, and Pandas, which made this project possible.

    License

    This dataset is provided for educational and research purposes. Please give proper attribution when using this dataset in your work.

    Feel free to explore, analyze, and share your insights!

  12. T

    Karachi Stock Exchange KSE100 Index - Index Price | Live Quote | Historical...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 29, 2017
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    TRADING ECONOMICS (2017). Karachi Stock Exchange KSE100 Index - Index Price | Live Quote | Historical Chart | Trading Economics [Dataset]. https://tradingeconomics.com/kse100:ind
    Explore at:
    excel, xml, csv, jsonAvailable download formats
    Dataset updated
    May 29, 2017
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2000 - Nov 30, 2025
    Area covered
    Pakistan
    Description

    Prices for Karachi Stock Exchange KSE100 Index including live quotes, historical charts and news. Karachi Stock Exchange KSE100 Index was last updated by Trading Economics this November 30 of 2025.

  13. P

    Pakistan PK: Stocks Traded: Total Value

    • ceicdata.com
    Updated Jun 15, 2021
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    CEICdata.com (2021). Pakistan PK: Stocks Traded: Total Value [Dataset]. https://www.ceicdata.com/en/pakistan/financial-sector/pk-stocks-traded-total-value
    Explore at:
    Dataset updated
    Jun 15, 2021
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2005 - Dec 1, 2016
    Area covered
    Pakistan
    Variables measured
    Turnover
    Description

    Pakistan PK: Stocks Traded: Total Value data was reported at 27.536 USD bn in 2016. This records an increase from the previous number of 27.108 USD bn for 2015. Pakistan PK: Stocks Traded: Total Value data is updated yearly, averaging 20.824 USD bn from Dec 1996 (Median) to 2016, with 21 observations. The data reached an all-time high of 140.293 USD bn in 2004 and a record low of 539.700 USD mn in 2014. Pakistan PK: Stocks Traded: Total Value data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Pakistan – Table PK.World Bank.WDI: Financial Sector. The value of shares traded is the total number of shares traded, both domestic and foreign, multiplied by their respective matching prices. Figures are single counted (only one side of the transaction is considered). Companies admitted to listing and admitted to trading are included in the data. Data are end of year values converted to U.S. dollars using corresponding year-end foreign exchange rates.; ; World Federation of Exchanges database.; Sum; Stock market data were previously sourced from Standard & Poor's until they discontinued their 'Global Stock Markets Factbook' and database in April 2013. Time series have been replaced in December 2015 with data from the World Federation of Exchanges and may differ from the previous S&P definitions and methodology.

  14. P

    Pakistan Equity Market Index

    • ceicdata.com
    Updated Nov 15, 2025
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    CEICdata.com (2025). Pakistan Equity Market Index [Dataset]. https://www.ceicdata.com/en/indicator/pakistan/equity-market-index
    Explore at:
    Dataset updated
    Nov 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2024 - Nov 1, 2025
    Area covered
    Pakistan
    Description

    Key information about Pakistan KSE 100

    • Pakistan KSE 100 closed at 166,677.7 points in Nov 2025, compared with 161,631.7 points at the previous month end
    • Pakistan Equity Market Index: Month End: Pakistan: KSE 100 data is updated monthly, available from Sep 1996 to Nov 2025, with an average number of 12,057.5 points
    • The data reached an all-time high of 166,677.7 points in Nov 2025 and a record low of 841.7 points in Oct 1998

    CEIC calculates monthly Equity Market Index from daily Equity Market Index based on the last business day of the month. Pakistan Stock Exchange Limited provides Equity Market Index

  15. pakistan stock exchange company list

    • kaggle.com
    Updated Oct 16, 2023
    + more versions
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    zeenat educator (2023). pakistan stock exchange company list [Dataset]. https://www.kaggle.com/datasets/zeenateducator/pakistan-stock-exchange-company-list
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Oct 16, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    zeenat educator
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description

    Dataset

    This dataset was created by zeenat educator

    Released under Apache 2.0

    Contents

  16. T

    Pakistan Stock Market Index (KSE 100)

    • trendonify.com
    csv
    Updated Nov 24, 2025
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    Trendonify (2025). Pakistan Stock Market Index (KSE 100) [Dataset]. https://trendonify.com/pakistan/stock-market
    Explore at:
    csvAvailable download formats
    Dataset updated
    Nov 24, 2025
    Dataset authored and provided by
    Trendonify
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    May 1, 1994 - Nov 24, 2025
    Area covered
    Pakistan
    Description

    Historical dataset of the Pakistan Stock Market Index (KSE 100), covering values from 1994-05-01 to 2025-11-24, with the latest releases and long-term trends. Available for free download in CSV format.

  17. P

    Pakistan Stock market turnover ratio - data, chart | TheGlobalEconomy.com

    • theglobaleconomy.com
    csv, excel, xml
    Updated Apr 20, 2015
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    Globalen LLC (2015). Pakistan Stock market turnover ratio - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Pakistan/Stock_market_turnover_ratio/
    Explore at:
    xml, csv, excelAvailable download formats
    Dataset updated
    Apr 20, 2015
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1993 - Dec 31, 2024
    Area covered
    Pakistan
    Description

    Pakistan: Stock market turnover ratio: The latest value from 2024 is 38.08 percent, an increase from 27.22 percent in 2023. In comparison, the world average is 33.89 percent, based on data from 67 countries. Historically, the average for Pakistan from 1993 to 2024 is 128.92 percent. The minimum value, 0.34 percent, was reached in 1993 while the maximum of 467.95 percent was recorded in 2000.

  18. End-of-Day Pricing Data Pakistan Techsalerator

    • kaggle.com
    zip
    Updated Aug 23, 2023
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    Techsalerator (2023). End-of-Day Pricing Data Pakistan Techsalerator [Dataset]. https://www.kaggle.com/datasets/techsalerator/end-of-day-pricing-data-pakistan-techsalerator
    Explore at:
    zip(17928 bytes)Available download formats
    Dataset updated
    Aug 23, 2023
    Authors
    Techsalerator
    Area covered
    Pakistan
    Description

    Techsalerator offers an extensive dataset of End-of-Day Pricing Data for all 379 companies listed on the Pakistan Stock Exchange (XKAR) in Pakistan. This dataset includes the closing prices of equities (stocks), bonds, and indices at the end of each trading session. End-of-day prices are vital pieces of market data that are widely used by investors, traders, and financial institutions to monitor the performance and value of these assets over time.

    Top 5 used data fields in the End-of-Day Pricing Dataset for Pakistan:

    1. Equity Closing Price :The closing price of individual company stocks at the end of the trading day.This field provides insights into the final price at which market participants were willing to buy or sell shares of a specific company.

    2. Bond Closing Price: The closing price of various fixed-income securities, including government bonds, corporate bonds, and municipal bonds. Bond investors use this field to assess the current market value of their bond holdings.

    3. Index Closing Price: The closing value of market indices, such as the Botswana stock market index, at the end of the trading day. These indices track the overall market performance and direction.

    4. Equity Ticker Symbol: The unique symbol used to identify individual company stocks. Ticker symbols facilitate efficient trading and data retrieval.

    5. Date of Closing Price: The specific trading day for which the closing price is provided. This date is essential for historical analysis and trend monitoring.

    Top 5 financial instruments with End-of-Day Pricing Data in Pakistan:

    Karachi Stock Exchange (KSE) 100 Index: The main index that tracks the performance of the top 100 companies listed on the Pakistan Stock Exchange (formerly known as the Karachi Stock Exchange). This index provides a broad view of the overall market performance in Pakistan.

    Karachi Stock Exchange (KSE) 30 Index: The index that tracks the performance of the top 30 companies listed on the Pakistan Stock Exchange. This index represents the performance of the most influential and actively traded companies in Pakistan.

    Company A: A leading Pakistani company in sectors such as textiles, manufacturing, or technology. This company's stock is among the most actively traded on the Pakistan Stock Exchange and has a significant impact on market trends.

    Company B: A major financial institution in Pakistan, offering banking, insurance, or investment services. This company's stock is influential in the financial sector and reflects the health of Pakistan's economy.

    Company C: A significant player in Pakistan's energy sector, involved in oil and gas exploration, production, or distribution. This company's stock is actively traded and has an impact on Pakistan's energy landscape.

    If you're interested in accessing Techsalerator's End-of-Day Pricing Data for Pakistan, please contact info@techsalerator.com with your specific requirements. Techsalerator will provide you with a customized quote based on the number of data fields and records you need. The dataset can be delivered within 24 hours, and ongoing access options can be discussed if needed.

    Data fields included:

    Equity Ticker Symbol Equity Closing Price Bond Ticker Symbol Bond Closing Price Index Ticker Symbol Index Closing Price Date of Closing Price Equity Name Equity Volume Equity High Price Equity Low Price Equity Open Price Bond Name Bond Coupon Rate Bond Maturity Index Name Index Change Index Percent Change Exchange Currency Total Market Capitalization Dividend Yield Price-to-Earnings Ratio (P/E) ‍

    Q&A:

    1. How much does the End-of-Day Pricing Data cost in Pakistan ?

    The cost of this dataset may vary depending on factors such as the number of data fields, the frequency of updates, and the total records count. For precise pricing details, it is recommended to directly consult with a Techsalerator Data specialist.

    1. How complete is the End-of-Day Pricing Data coverage in Pakistan?

    Techsalerator provides comprehensive coverage of End-of-Day Pricing Data for various financial instruments, including equities, bonds, and indices. Thedataset encompasses major companies and securities traded on Pakistan exchanges.

    1. How does Techsalerator collect this data?

    Techsalerator collects End-of-Day Pricing Data from reliable sources, including stock exchanges, financial news outlets, and other market data providers. Data is carefully curated to ensure accuracy and reliability.

    1. Can I select specific financial instruments or multiple countries with Techsalerator's End-of-Day Pricing Data?

    Techsalerator offers the flexibility to select specific financial instruments, such as equities, bonds, or indices, depending on your needs. While the dataset focuses on Botswana, Techsalerator also provides data for other countries and international markets.

    1. How do I pay for t...
  19. Prerequisites test for GARCH.

    • plos.figshare.com
    xls
    Updated Apr 16, 2024
    + more versions
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    Baixiang Wang; Muhammad Waris; Katarzyna Adamiak; Mohammad Adnan; Hawkar Anwer Hamad; Saad Mahmood Bhatti (2024). Prerequisites test for GARCH. [Dataset]. http://doi.org/10.1371/journal.pone.0295853.t003
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Apr 16, 2024
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Baixiang Wang; Muhammad Waris; Katarzyna Adamiak; Mohammad Adnan; Hawkar Anwer Hamad; Saad Mahmood Bhatti
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The COVID-19 pandemic has emerged as a significant event of the current century, introducing substantial transformations in economic and social activities worldwide. The primary objective of this study is to investigate the relationship between daily COVID-19 cases and Pakistan stock market (PSX) return volatility. To assess the relationship between daily COVID-19 cases and the PSX return volatility, we collected secondary data from the World Health Organization (WHO) and the PSX website, specifically focusing on the PSX 100 index, spanning from March 15, 2020, to March 31, 2021. We used the GARCH family models for measuring the volatility and the COVID-19 impact on the stock market performance. Our E-GARCH findings show that there is long-term persistence in the return volatility of the stock market of Pakistan in the period of the COVID-19 timeline because ARCH alpha (ω1) and GARCH beta (ω2) are significant. Moreover, is asymmetrical effect is found in the stock market of Pakistan during the COVID-19 period due to Gamma (ѱ) being significant for PSX. Our DCC-GARCH results show that the COVID-19 active cases have a long-term spillover impact on the Pakistan stock market. Therefore, the need of strong planning and alternative platform should be needed in the distress period to promote the stock market and investor should advised to make diversified international portfolio by investing in high and low volatility stock market to save their income. This study advocated the implications for investors to invest in low volatility stock especially during the period of pandemics to protect their return on investment. Moreover, policy makers and the regulators can make effective policies to maintain financial stability during pandemics that is very important for the country’s economic development.

  20. P

    Pakistan Stock market activity for smaller firms - data, chart |...

    • theglobaleconomy.com
    csv, excel, xml
    Updated Mar 2, 2018
    + more versions
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    Globalen LLC (2018). Pakistan Stock market activity for smaller firms - data, chart | TheGlobalEconomy.com [Dataset]. www.theglobaleconomy.com/Pakistan/stock_market_activity_small_firms/
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    xml, csv, excelAvailable download formats
    Dataset updated
    Mar 2, 2018
    Dataset authored and provided by
    Globalen LLC
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Pakistan
    Description

    Pakistan: Stock market value traded w/o top 10 firms, % of total value traded: The latest value from is percent, unavailable from percent in . In comparison, the world average is 0.00 percent, based on data from countries. Historically, the average for Pakistan from to is percent. The minimum value, percent, was reached in while the maximum of percent was recorded in .

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TRADING ECONOMICS (2025). Pakistan Stock Market (KSE100) Data [Dataset]. https://tradingeconomics.com/pakistan/stock-market

Pakistan Stock Market (KSE100) Data

Pakistan Stock Market (KSE100) - Historical Dataset (1994-05-25/2025-12-02)

Explore at:
6 scholarly articles cite this dataset (View in Google Scholar)
json, excel, csv, xmlAvailable download formats
Dataset updated
Nov 15, 2025
Dataset authored and provided by
TRADING ECONOMICS
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Time period covered
May 25, 1994 - Dec 2, 2025
Area covered
Pakistan
Description

Pakistan's main stock market index, the KSE 100, fell to 167838 points on December 2, 2025, losing 0.13% from the previous session. Over the past month, the index has climbed 3.09% and is up 60.52% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Pakistan. Pakistan Stock Market (KSE100) - values, historical data, forecasts and news - updated on December of 2025.

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