IF YOU FIND THIS CONTENT USEFUL, PLEASE LEAVE AN UPVOTE, COMMENT, AND/OR FOLLOW!

This dataset is a combination of four years of Apple ($AAPL) options end of day quotes ranging from 01-2016 to 03-2023. Each row represents the information associated with one contract's strike price and a given expiration date.

Dates quotes are given in in Unix and in "YYYY-MM-DD HH:MM" formats. Quote frequency is daily at 4:00 pm EST, which corresponds with end of day market closure.

REMEMBER: Apple stock split on August 28, 2020. This will be reflected in the data. Keep this in mind!

What is an option chain?

An option chain can be defined as the listing of all option contracts. It comes with two different sections: call and put. A call option means a contract that gives you the right but does not give you the obligation to buy an underlying asset at a particular price and within the option's expiration date. This means that in this dataset, there will be the entire option chain (all available option contracts for all expirations) for each business day between Q1 2016 and Q1 2023.

This dataset contains data for American options, which can be exercised on or before expiration date. This is unlike European options contracts, which can only be exercised on the expiration date.

I am also continuously working on the associated notebook to give a basic idea of how to load and explore the data. Stay tuned!

Similar Datasets: - $TSLA Option Chains - $SPY Option Chains - $NVDA Option Chains - $QQQ Option Chains

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.

Title: Historical Options Data for BANKNIFTY Index

Description: This dataset provides historical options data for the BANKNIFTY index, which is the benchmark index for the banking sector in India. The dataset includes information on the ticker, date, time, open, high, low, close, volume, and open interest for various call options contracts.

The data is provided in CSV format and covers the time period from March 1, 2021 to the present day. Each row in the dataset corresponds to a single options contract, and includes information on the opening and closing prices, as well as the trading volume and open interest for that contract.

Columns:

Ticker: the ticker symbol for the options contract (string) Date: the date when the contract was traded (date) Time: the time when the contract was traded (time) Open: the opening price for the contract (float) High: the highest price for the contract during the trading session (float) Low: the lowest price for the contract during the trading session (float) Close: the closing price for the contract (float) Volume: the total number of contracts traded during the session (int) Open Interest: the number of outstanding contracts at the end of the session (int) Example entry:

Ticker Date Time Open High Low Close Volume Open Interest BANKNIFTY01APR2130600CE 03/01/2021 12/31/1899 14:39 5057.2 5065 5057.2 5065 50 48000

This dataset can be used to perform various types of analysis on options trading for the BANKNIFTY index, such as calculating the daily trading volume and open interest, identifying trends and patterns in the price movements of options contracts, and developing models to predict future price movements based on historical data.

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

Nifty50 Futures & Options (F&O) Filtered Historical Dataset

This dataset contains filtered F&O (Futures & Options) data for Nifty50 stocks. It includes detailed information such as open interest, volume, expiry dates, instrument types, and contract metadata — curated for options trading, F&O analytics, and quantitative strategy development.

Key Features

• Instrument types: FUTSTK, OPTSTK
• Contract metadata: expiry date, strike price, option type (CE/PE)
• Daily trading data: open, high, low, close, volume, open interest
• Filtered and cleaned for Nifty50 stocks only

Use Cases

• F&O analytics and strategy backtesting
• Options chain modeling and open interest trends
• Expiry-based contract behavior analysis
• Volatility and sentiment modeling using derivatives data

License

Released under CC0 1.0 Universal Public Domain. Free to use for personal, academic, or commercial purposes.

Keywords

nifty50, futures and options, derivatives, stock market, expiry data, open interest, strike price, options chain

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

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.

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 December 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.

China Options: Shanghai Stock Exchange: 50ETF: Open Interest: Call data was reported at 571.292 Contract th in 01 Dec 2025. This records a decrease from the previous number of 576.998 Contract th for 28 Nov 2025. China Options: Shanghai Stock Exchange: 50ETF: Open Interest: Call data is updated daily, averaging 1,012.312 Contract th from Feb 2015 (Median) to 01 Dec 2025, with 2626 observations. The data reached an all-time high of 2,763.982 Contract th in 22 Nov 2019 and a record low of 4.923 Contract th in 09 Feb 2015. China Options: Shanghai Stock Exchange: 50ETF: Open Interest: Call data remains active status in CEIC and is reported by Shanghai Stock Exchange. The data is categorized under China Premium Database’s Financial Market – Table CN.ZI: Shanghai Stock Exchange: Options: Open Interest: Daily.

Hong Kong Open Interest: Option: Stock Option data was reported at 9,856,996.000 Contract in Nov 2018. This records an increase from the previous number of 9,108,731.000 Contract for Oct 2018. Hong Kong Open Interest: Option: Stock Option data is updated monthly, averaging 3,098,809.000 Contract from Sep 1995 (Median) to Nov 2018, with 279 observations. The data reached an all-time high of 11,237,548.000 Contract in Jan 2018 and a record low of 35,570.000 Contract in Sep 1995. Hong Kong Open Interest: Option: Stock Option 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.Z011: Derivatives Market: Futures and Options: Open Interest.

Hong Kong Open Interest: Option: Stock Option: Puts data was reported at 4,776,896.000 Contract in Jun 2018. This records a decrease from the previous number of 5,141,034.000 Contract for May 2018. Hong Kong Open Interest: Option: Stock Option: Puts data is updated monthly, averaging 1,562,540.000 Contract from Sep 1995 (Median) to Jun 2018, with 274 observations. The data reached an all-time high of 5,141,034.000 Contract in May 2018 and a record low of 11,290.000 Contract in Sep 1995. Hong Kong Open Interest: Option: Stock Option: Puts 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.

Graph and download economic data for CBOE Volatility Index: VIX (VIXCLS) from 1990-01-02 to 2025-12-01 about VIX, volatility, stock market, and USA.

CN: Options: Shanghai Stock Exchange: 500ETF: Turnover Volume data was reported at 1,221.655 Contract th in 13 May 2025. This records a decrease from the previous number of 1,246.038 Contract th for 12 May 2025. CN: Options: Shanghai Stock Exchange: 500ETF: Turnover Volume data is updated daily, averaging 836.183 Contract th from Sep 2022 (Median) to 13 May 2025, with 638 observations. The data reached an all-time high of 3,728.811 Contract th in 24 Sep 2024 and a record low of 224.725 Contract th in 20 Sep 2022. CN: Options: Shanghai Stock Exchange: 500ETF: Turnover Volume data remains active status in CEIC and is reported by Shanghai Stock Exchange. The data is categorized under China Premium Database’s Financial Market – Table CN.ZI: Shanghai Stock Exchange: Options: Turnover: Daily.

China Options: Shanghai Stock Exchange: 300ETF: Open Interest: Call data was reported at 845.199 Contract th in 08 May 2020. This records an increase from the previous number of 834.101 Contract th for 07 May 2020. China Options: Shanghai Stock Exchange: 300ETF: Open Interest: Call data is updated daily, averaging 875.530 Contract th from Dec 2019 (Median) to 08 May 2020, with 89 observations. The data reached an all-time high of 1,336.983 Contract th in 17 Mar 2020 and a record low of 107.629 Contract th in 23 Dec 2019. China Options: Shanghai Stock Exchange: 300ETF: Open Interest: Call data remains active status in CEIC and is reported by Shanghai Stock Exchange. The data is categorized under China Premium Database’s Financial Market – Table CN.ZI: Shanghai Stock Exchange: Options: Open Interest: Daily.

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 November 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.

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.

Index Time Series for FT Cboe Vest U.S. Equity Deep Buffer ETF - November. The frequency of the observation is daily. Moving average series are also typically included. Under normal market conditions, the fund will invest substantially all of its assets in FLexible EXchange® Options (FLEX Options) that reference the price performance of the SPDR® S&P 500® ETF Trust (the Underlying ETF). FLEX Options are customized equity or index option contracts that trade on an exchange, but provide investors with the ability to customize key contract terms like exercise prices, styles and expiration dates. It is non-diversified.

Jordan JO: BoP: Financial Account: Financial Derivatives & Employee Stock Options: Assets data was reported at 0.000 USD mn in Dec 2011. This stayed constant from the previous number of 0.000 USD mn for Sep 2011. Jordan JO: BoP: Financial Account: Financial Derivatives & Employee Stock Options: Assets data is updated quarterly, averaging 0.000 USD mn from Mar 2008 (Median) to Dec 2011, with 16 observations. Jordan JO: BoP: Financial Account: Financial Derivatives & Employee Stock Options: Assets data remains active status in CEIC and is reported by International Monetary Fund. The data is categorized under Global Database’s Jordan – Table JO.IMF.BOP: BPM6: Balance of Payments: Analytical Presentation.

Index Time Series for FT Cboe Vest U.S. Equity Deep Buffer ETF - June. The frequency of the observation is daily. Moving average series are also typically included. Under normal market conditions, the fund will invest substantially all of its assets in FLexible EXchange® Options (FLEX Options) that reference the price performance of the SPDR® S&P 500® ETF Trust (the Underlying ETF). FLEX Options are customized equity or index option contracts that trade on an exchange, but provide investors with the ability to customize key contract terms like exercise prices, styles and expiration dates. It is non-diversified.