Free historical options data, dataset files in CSV format.

Context

This Data is gathered from NSE website for the past three months I am posting this here so people can analyse this data and gather meaningful insights from this.

Example - Probability of Stock ending up at Max Pain with the help of Open Interest.

Content

The dataset contains stock symbol with which it is traded, Expiry Date. Strike Price and the Option pricing of the Symbol at that Strike price.

Acknowledgements

I thank the people working at NSE for publishing these reports everyday.

Inspiration

Whenever we want to initiate an Options trade we look at various parameters like OpenInterest, Change in OI, Technical Analysis Indicators before deciding to Buy/Sell the Option. Most times we need to browse to multiple websites to gather the data we need, This is an example to show how you can customise the data for our needs.

Explore the historical Whois records related to stock-option-calculators.org (Domain). Get insights into ownership history and changes over time.

We offer three easy-to-understand equity data packages to fit your business needs. Visit intrinio.com/pricing to compare packages.

Bronze

The Bronze package is ideal for developing your idea and prototyping your platform with high-quality EOD equity pricing data, standardized financial statement data, and supplementary fundamental datasets.

When you’re ready for launch, it’s a seamless transition to our Silver package for additional data sets, 15-minute delayed equity pricing data, expanded history, and more.

• Historical EOD equity prices & technicals (10 years history)
• Security reference data
• Standardized & as-reported financial statements (5 years history)
• 7 supplementary fundamental data sets

Bronze Benefits:

• Web API access
• 300 API calls/minute limit
• Unlimited internal users
• Unlimited internal & external display
• Built-in ticketing system
• Live chat & email support

Silver

The Silver package is ideal for startups that are in development, testing, or in the beta launch phase. Hit the ground running with 15-minute delayed and historical intraday and EOD equity prices, plus our standardized and as-reported financial statement data with nine supplementary data sets, including insider transactions and institutional ownership.

When you’re ready to scale, easily move up to the Gold package for our full range of data sets and full history, real-time equity pricing data, premium support options, and much more.

• 15-minute delayed & historical intraday equity prices
• Historical EOD equity prices & technicals (full history)
• Security reference data
• Standardized & as-reported financial statements (10 years history)
• 9 supplementary fundamental data sets

Silver Benefits:

• Web API access
• 2,000 API calls/minute limit
• Access to third-party datasets via Intrinio API (additional fees required)
• Unlimited internal users
• Unlimited internal & external display
• Built-in ticketing system
• Live chat & email support

Gold

The Gold package is ideal for funded companies that are in the growth or scaling stage, as well as institutions that are innovating within the fintech space. This full-service solution offers our complete collection of equity pricing data feeds, from real-time to historical EOD, plus standardized financial statement data and nine supplementary feeds.

You’ll also have access to our wide range of modern access methods, third-party data via Intrinio’s API with licensing assistance, support from our team of expert engineers, custom delivery architectures, and much more.

• Real-time equity prices
• Historical intraday equity prices
• Historical EOD equity prices & technicals (full history)
• Security reference data
• Standardized & as-reported financial statements (full history)
• 9 supplementary fundamental data sets

Gold Benefits:

• No exchange fees
• No user reporting or variable per-user exchange fees
• High liquidity (6%+)
• Web API & WebSocket access
• 2,000 API calls/minute limit
• Customizable access methods (Snowflake, FTP, etc.)
• Access to third-party datasets via Intrinio API (additional fees required)
• Unlimited internal users
• Unlimited internal & external display
• Built-in ticketing system
• Live chat & email support
• Access to engineering team
• Concierge customer success team
• Comarketing & promotional initiatives

Platinum

Don’t see a package that fits your needs? Our team can design premium custom packages for institutions.

Finland - Total financial sector liabilities: Financial derivatives and employee stock options was 13.90 % of GDP in December of 2024, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Finland - Total financial sector liabilities: Financial derivatives and employee stock options - last updated from the EUROSTAT on September of 2025. Historically, Finland - Total financial sector liabilities: Financial derivatives and employee stock options reached a record high of 90.10 % of GDP in December of 2011 and a record low of -0.40 % of GDP in December of 1995.

Graph and download economic data for CBOE Volatility Index: VIX (VIXCLS) from 1990-01-02 to 2025-10-09 about VIX, volatility, stock market, and USA.

View market daily updates and historical trends for CBOE Equity Put/Call Ratio. from United States. Source: Chicago Board Options Exchange. Track economic…

Index Time Series for ETC 6 Meridian Hedged Equity-Index Option Strategy ETF. The frequency of the observation is daily. Moving average series are also typically included. Under normal circumstances, the fund invests at least 80% of its net assets (plus the amount of any borrowings for investment purposes) in equity securities. The equity securities in which it invests are mainly common stocks. The fund may invest in equity securities of companies of any capitalization. It is non-diversified.

Option Care Health stock price, live market quote, shares value, historical data, intraday chart, earnings per share and news.

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.

NSE LEMONTREE Options & Futures Prediction

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

Preferred-Stock-and-Other-Adjustments Time Series for Charles Schwab Corp. The Charles Schwab Corporation, together with its subsidiaries, operates as a savings and loan holding company that provides wealth management, securities brokerage, banking, asset management, custody, and financial advisory services in the United States and internationally. The company operates in two segments, Investor Services and Advisor Services. It offers brokerage accounts with equity and fixed income trading, margin lending, options trading, futures and forex trading, and cash management capabilities, including certificates of deposit; third-party mutual funds through the Mutual Fund Marketplace and Mutual Fund OneSource service, as well as mutual fund trading and clearing services to broker-dealers; exchange-traded funds; advisory solutions for managed portfolios, separately managed accounts, customized personal advice for tailored portfolios, specialized planning, and full-time portfolio management; banking products comprising checking and savings accounts, first lien residential real estate mortgage loans, home equity lines of credit, and pledged asset lines; and trust custody services, personal trust reporting services, and administrative trustee services. It provides digital retirement calculators; integrated web-, mobile-, and software-based trading platforms, real-time market data, options trading, premium research, and multi-channel access; self-service education and support tools; online research and analysis tools; equity compensation plan sponsors full-service recordkeeping for stock plans, stock options, restricted stock, performance shares, and stock appreciation rights; retirement plan services; mutual fund clearing services; and advisor services, including interactive tools and educational content. The Company operates through branch offices. The Charles Schwab Corporation was founded in 1971 and is headquartered in Westlake, Texas.

Explore the historical Whois records related to plan-stock-options.mobi (Domain). Get insights into ownership history and changes over time.

Explore Options Price Reporting Authority (OPRA) through LSEG. OPRA collects, consolidates and disseminates information for US Options.

Our proprietary Skew-Adjusted Gamma Exposure measurements make adjustments to Naive GEX calculations to more accurately reflect actual gamma positioning of Market Makers who employ delta-hedging strategies. When Market Makers carry substantial negative gamma a security will often "over-react" to fundamental news. Conversely, when MMs carry substantial positive gamma a security will often "under-react" to news. Our data includes a quantified segmentation of a security's gamma distribution across all option strikes as well as across relevant expiration dates. Our website provides numerical, graphical, and historical views of all gamma data in our database. Additionally, our API access allows for easy download of csv files or import into Excel for further analysis and custom applications.

Common-Stock Time Series for CME Group Inc. CME Group Inc., together with its subsidiaries, operates contract markets for the trading of futures and options on futures contracts worldwide. It offers futures and options products based on interest rates, equity indexes, foreign exchange, agricultural commodities, energy, and metals, as well as fixed income and foreign currency trading services. The company provides clearing house services, including clearing, settling, and guaranteeing futures and options contracts, and cleared swaps products traded through its exchanges; and trade processing and risk mitigation services. In addition, the company offers a range of market data services, including real-time and historical data services. It serves professional traders, financial institutions, institutional and individual investors, corporations, manufacturers, producers, governments, and central banks. The company was formerly known as Chicago Mercantile Exchange Holdings Inc. and changed its name to CME Group Inc. in July 2007. The company was founded in 1898 and is headquartered in Chicago, Illinois.

Graph and download economic data for CBOE S&P 500 3-Month Volatility Index (VXVCLS) from 2007-12-04 to 2025-10-09 about VIX, volatility, stock market, 3-month, and USA.

Slovakia - Financial derivatives and employee stock options was MIO_NAC-500.30 Million in December of 2024, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Slovakia - Financial derivatives and employee stock options - last updated from the EUROSTAT on October of 2025. Historically, Slovakia - Financial derivatives and employee stock options reached a record high of MIO_NAC186.60 Million in December of 2008 and a record low of MIO_NAC-1775.10 Million in December of 2021.

Preferred-Stock-and-Other-Adjustments Time Series for Zhongtai Securities Co Ltd. Zhongtai Securities Co., Ltd. provides securities brokerage services in China. The company provides wealth management services, including transaction service, financial product, integrated financial services systems, as well as fintech platform; credit business, such as margin financing and securities lending business, refinancing and securities lending business, stock pledge repurchase transaction business, agreed repurchase securities trading business, and equity incentive exercise financing business; and buy back services. It offers option and future business; institutional brokerage; investment bank; research services; share management; securities investment transactions; fintech services; and financial products and transfer market. In addition, the company offers underwriting and sponsorship; investment consulting; securities proprietary trading; financial advisory; margin financing and securities lending; fund and financial product distribution; fund custody; stock options market-making; and other businesses. The company was formerly known as Qilu Securities Co., Ltd. Zhongtai Securities Co., Ltd. was founded in 2001 and is based in Jinan City, China.

Croatia - Financial derivatives and employee stock options was MIO_NAC4.70 Million in December of 2024, according to the EUROSTAT. Trading Economics provides the current actual value, an historical data chart and related indicators for Croatia - Financial derivatives and employee stock options - last updated from the EUROSTAT on October of 2025. Historically, Croatia - Financial derivatives and employee stock options reached a record high of MIO_NAC1194.70 Million in December of 2016 and a record low of MIO_NAC-700.70 Million in December of 2013.

Inspiration

If you find this dataset useful, pls drop a like.

Description

Here you can find daily in-depth data about the most liquid US bonds ETFs. I provide prices, volumes, and connected options' data. In my opinion, it's the best ETFs datasets on Kaggle you can find.

The data is presented in CSV format as follows: 1. Date. 2. Close Price. 3. Open Price. 4. Low Price. 5. High Price. 6. Volume - Total number of shares traded on security on the date. 7. Average Bid Ask Spread % - Average of all bid/ask spreads taken as a percentage of the mid price. 8. Total Put Volume - The total amount of put option contracts (all strike prices and all expiration dates) traded during the previous trading day. If there were no trades the previous day, this field will return the latest volume available, if any, from the most recent 10 trading days. 9. Total Call Volume - The total amount of call option contracts (all strike prices and all expiration dates) traded during the previous trading day. If there were no trades the previous day, this field will return the latest volume available, if any, from the most recent 10 trading days. 10. Put Call Open Interest Total - Total number of call and put option contracts (all strike prices and expiration dates) that have not been closed, liquidated, or delivered for the security during the previous trading day. 11. Call Open Interest Total - The total number of call option contracts (all available strikes and expirations) outstanding for a given underlying as of the close of the previous trading day, as reported by the exchange. 12. Short Interest - Total number of shares investors have sold short but have not yet bought back. 13. Short Interest Ratio - Short Interest divided by the average daily trading volume.

P.S. For historical values, the dates represent the end date of the period the data is for, not the date when the data was made publicly available. For example, if the data is for the two-week period ending on October 15 and that data is made publicly available on October 25, the date shown is October 15. For options' columns and bid-ask spread the data available from 2012 year.