Questions & Answers

  • What is the format of your data file?
    algoseek provides on-demand delivery of the data you need in the format you need. By default, data is in CSV format for easy manipulation. Please talk to our sales if you need other formats.
  • What are my data delivery choices?

    We provide a number of delivery choices, including API, Amazon AWS Cloud, AWS S3 and FTP. For large datasets such as Options TAQ, we also provide Amazon Direct and disk shipment on demand.

    Visit Data Delivery page to see details

  • Do you include deleted symbols?
    Yes. All algoseek equity datasets include symbols that have been delisted due to bankruptcy, M&A or any other reason, so our clients don't need to concern about survivor bias when back-testing alogrithms with algoseek data.
  • What is the timestamp?
    Each event is timestamped to millisecond or nanosecond, depending on datasets and date. In general, equity data has nanosecond timestamp since Jan 1 2016 and millisecond timestamp before Dec 31, 2015; options data has millisecond timestamp.
  • Do you have updates?

    Yes, and we have multiple update options to meet the need of a wide range of clients, including Production Update, Research Update and Weekly Update.

    Production Update provides daily update by 1:00am T+1, and is used primarily by hedge funds and banks for trading. Research Update provides daily update by 5:00pm T+1, and is used by a wide range of clients from analysts and financial service vendors to academic users. Weekly update is available for clients to whom timely data is not crucial.

  • Can you do custom data?

    Yes. algoseek takes pride in its flexible and robust cloud infrastructure with large parallel processing capability and its extraordinary data engineer team. We code and test processing logic efficiently and run 1,000+ computer instances concurrently for building custom datasets.

    We can build custom bars of any time length (eg. one second or one hour) and data sets with any fields calculated from our own data or combined with client’s data.

    Please contact us about the custom data you need.

  • What does “as-is” mean?

    It means the data you receive from algoseek is exactly the same as the live data you would have received from exchanges.

    Most historical data vendors provide "corrected data" because they don't have the infrastructure to collect live data, and just buy exchange archived data, which has been corrected by exchanges.

    algoseek collects data with its Equinix co-lo servers and proprietary ticker plant, and we provide the data to clients "as-is", without filtering or correcting (although we do filter and correct data for aggregation).

    This is because real-time data is imperfect, subject to exchange publishing mistakes such as out-of-sequence packets, so using corrected data for backtesting causes unrealistic results and risks your algorithm breaking in the real-time scenarios.

  • What does adjusted pricing mean?

    Stock price tells you how much you need to pay to buy a stock, but it doesn't tell you the full story of investor return.

    For example, stock prices usually fall after dividend payment, but such decline doesn't mean investors losing money. For another example, Apple (AAPL) stock went from the previous closing price $645.57 to about $92.44 on June 9, 2014, which was the result of a 7-for-1 split. Such price falls didn't mean investors have lost money.

    Adjusted price amends a stock's price to accurately reflect that stock's value after accounting for any corporate actions. Adjusted stock prices are the foundation for time-series analysis of equity markets.

  • Do you filter data?

    No, we don't. The data you receive from algoseek is exactly the same as the live data you would have received from exchanges.

    Most historical data vendors provide "corrected data" because they don't have the infrastructure to collect live data, and just buy exchange archived data, which has been corrected by exchanges.

    algoseek collects data with its Equinix co-lo servers and proprietary ticker plant, and we provide the data to clients "as-is", without filtering or correcting (although we do filter and correct data for aggregation).

    This is because real-time data is imperfect, subject to exchange publishing mistakes such as out-of-sequence packets, so using corrected data for backtesting causes unrealistic results and risks your algorithm breaking in the real-time scenarios.

  • Who are the algoseek data users?

    algoseek celebrites its 500th client in January 2020. Our data is widely used by hedge funds, banks, financial service providers, professional traders and universities.

  • Do you include extension hour trading?
    Data includes all pre- and post-market trading sessions.

ALL ALGOSEEK DATA ARE PROVIDED AS HISTORICAL DATA AND DAILY UPDATES (REQUIRE SUBSCRIPTION). WE ALSO PROVIDE DATA CUSTOMIZATION AND MANAGEMENT SERVICES.

Datasets

Format
Introduction
Documentation
Sample Data

Excel Note: Excel automatically tries to convert timestamps in milliseconds and fails by displaying incorrect times. Convert timestamp fields to “text” to view timestamps when importing CSV file.

  • Trade and Quote

    The dataset provides a deep dive into the US Equities market through detailed trade and quote data. It leverages the full SIP feed from Tape A, Tape B, and Tape C, incorporating trades and bid/ask quotes from all listed exchanges. Each entry is timestamped to the nanosecond, facilitating fine-grained event resolution in analyses. The dataset includes NBBO and exchange condition codes.

    Dataset documentation Sample data
  • Trade Only

    The US Equities Trade Only dataset provides tick-by-tick view of trading activities across all US public-exchange listed equities, covering trades occurring on the sixteen US public equity exchanges as well as off-exchange trades reported to the three Trade Reporting Facilities (TRFs)

    Dataset documentation Sample data
  • Trade and Quote Minute Bar

    This dataset offers a minute-by-minute analysis of market dynamics, capturing 60 data points derived from both trades and quotes. Beyond the standard open, high, low, close, and volume metrics, it also delves into intricate statistics like trade at bid/mid/ask, uptick, downtick, spread analysis, time-weighted bids/asks, and much more

    Dataset documentation Sample data
  • Trade and Quote Minute Bar Excluding FINRA/TRF Trades

    This dataset provides a detailed minute-by-minute analysis of market dynamics, encompassing 60 data points extracted from both quotes and exchange trades. The dataset features continuous bar time, meaning that if no activity occurs during a minute, the previous bid/ask price is carried forward, simplifying processes for developers

    Dataset documentation Sample data
  • Trade Only Minute Bar

    This dataset gives a minute-by-minute summary of US Equities trades, including Open, High, Low, Close prices, Volume, VWAP, and trade count for each minute.

    Dataset documentation Sample data
  • Trade Only Minute Bar Excluding FINRA/TRF Trades

    This dataset gives a minute-by-minute summary of US Equities trades, including Open, High, Low, Close prices, Volume, VWAP, and trade count for each interval. Off-exchange trades reported to TRF (Trade Report Facility) are excluded in order to provide a better view on exchange trading visibility

    Dataset documentation Sample data
  • Full Depth

    This dataset covers full-depth direct feeds (Level II data) from a list of exchanges: NASDAQ, Direct Edge, NYSE ARCA, and BATS. Available from January 2007 to April 2019.

    Dataset documentation Sample data
  • Primary Exchange Daily OHLC

    This dataset is a daily summary of all publicly traded securities captured from their primary exchange. It includes Open, High, Low, and Close (OHLC) prices along with daily volume information and other useful calculations like volume-weighted average prices (VWAP).

    Dataset documentation Sample data
  • Standard Daily OHLC

    The US Equities Standard Daily OHLC data provides daily Open, High, Low and Close prices for US equities, with Open being the first trade and Close being the last trade during regular market hours. The volume is market hour volume and activities from pre-market and after-hours trading are excluded.

    Dataset documentation Sample data
  • Standard Adjusted Daily OHLC

    The US Equities Standard Daily Adjusted OHLC data provides daily Open, High, Low and Close prices for US equities, with Open being the first trade and Close being the last trade during regular market hours. The volume is market hour volume and activities from pre-market and after-hours trading are excluded. Adjustment factors data is provided for adjustment of prices and volumes.

    Dataset documentation Sample data
  • algoseek Daily OHLC Adjusted

    The US Equities algoseek Daily OHLC Adjusted contains raw and adjusted OHLCV data extracted using sophisticated algoseek logic. In addition to the total volume, volume recorded during market hours and FINRA volume are separately provided. The VWAP (Volume Weighted Average Price) is available for both the entire trading day and market hours

    Dataset documentation Sample data
  • Industry Standard Daily OHLC Adjusted

    The US Equities Industry Standard Daily OHLC Adjusted data uses de-facto industry standard logic adopted by Bloomberg to calculate daily Open, High, Low and Close prices for US equities, adjusted by corporate events

    Dataset documentation Sample data
  • Buy/Sell Pressure and Retail Indicators Minute Bar

    The US Equities Buy/Sell Pressure and Retail Indicators Minute Bar dataset provides a list of retail indicators and other analytics that can be helpful in retail trades analysis

    Dataset documentation Sample data
  • Trade and Quote Extended Minute Bar

    This dataset offers a comprehensive minute-by-minute analysis of market dynamics, encompassing close to 90 data points extracted from both quotes and exchange trades. Beyond the standard open, high, low, close, and volume metrics, it also delves into intricate statistics like trade at bid/mid/ask, uptick, downtick, spread analysis, time-weighted bids/asks, and much more

    Dataset documentation Sample data
  • Trade and Quote Extended Second Bar

    The US Equities Trade and Quote Second Bar dataset offers a second-by-second analysis of market dynamics, encompassing close to 90 data points extracted from both quotes and exchange trades. Beyond the standard open, high, low, close, and volume metrics, it also delves into intricate statistics like trade at bid/mid/ask, uptick, downtick, spread analysis, time-weighted bids/asks/trades, and much more

    Dataset documentation Sample data
  • Trade and Quote Extended Second Bar Excluding FINRA/TRF Trades

    This dataset offers a second-by-second analysis of market dynamics, encompassing close to 90 data points extracted from both quotes and exchange trades. While it follows the same format as the US Equities Trade and Quote Extended Second Bar dataset, this version specifically excludes off-exchange trades reported to TRFs. This exclusion ensures a more transparent view of pure exchange trading activities.

    Dataset documentation Sample data
  • Trade and Quote Daily Bar

    This dataset provides a detailed second-by-second analysis of market dynamics, capturing nearly 90 data points extracted from both quotes and exchange trades. Beyond the standard open, high, low, close, and volume metrics, it also delves into intricate statistics like trade at bid/mid/ask, uptick, downtick, spread analysis, time-weighted bids/asks/trades, and much more. Such granular insights make this dataset invaluable for algorithmic and quantitative trading, machine learning, market analysis, and academic research.

    Dataset documentation Sample data
  • Trade Only Adjusted Minute Bar

    The algoseek Trade Only Adjusted Minute Bar dataset provides a minute-by-minute summary of US Equities trades. Each interval includes Open, High, Low, Close prices, Volume, VWAP, and trade count, as well as Open, High, Low, and Close prices and volume that have been adjusted for corporate events like dividends and splits, ensuring you get a holistic view of investment returns.

    Dataset documentation Sample data
  • Industry Standard Trade Only Minute Bar

    The US Equities Industry Standard Trade Only Minute Bar dataset, aligned with de-facto industry-standard logic adopted by Bloomberg, provides interval Open, High, Low, and Close prices and volume for US equities.

    Dataset documentation Sample data
  • Industry Standard Trade Only Minute Bar Adjusted

    The US Equities Industry Standard Trade Only Minute Bar Adjusted dataset, aligned with de-facto industry-standard logic adopted by Bloomberg, provides interval Open, High, Low, and Close prices and volume for US equities, both pre and post-adjustment.

    Dataset documentation Sample data
  • Trade Only Second Bar Excluding FINRA/TRF Trades

    The US Equities Trade Only 1-Second Bar Excluding FINRA/TRF dataset gives a summary of US Equities trade events, including OHLC (Open, High, Low, Close) prices, Volume, VWAP, and trade count for each time interval.

    Dataset documentation Sample data
  • Trade and NBBO Quote

    The US Equity Options Trade and NBBO Quote Dataset is a subset of the US Equity Options TAQ dataset, with non-NBBO quotes being filtered out, making it easier to process. The data contains consolidated last sale, NBBO quotes, open interest, end of day summary, and more, and offers detailed trade/sale condition codes and event type fields indicating information such as complex order, Intermarket Sweep Order (ISO), etc.

    Dataset documentation Sample data
  • Trade and Top of Book Quote

    The US Equity Options Trade and Top-of-Book Quote provides high-quality intraday trade and top-of-book quote data with millisecond timestamps. It covers all options contracts that are traded on US OPRA exchanges

    Dataset documentation Sample data
  • Trade Only

    This dataset offers a detailed view of not only trades and their conditions and originating exchanges, but also the timing, size and conditions of the NBBO bid and ask present at the moment of the trade. Additionally, it contains data relating to the underlying asset’s trade and quote at the time of the option’s trade

    Dataset documentation Sample data
  • Trade and Quote Minute Bar

    This dataset offers a detailed minute-by-minute analysis of market dynamics, featuring 59 data points derived from both trades and top-of-book quotes. Apart from detailed price, time and size information for the interval’s open, high, low and close, this dataset also provides statistics for min/max spread, trades at bid/mid/ask, as well as underlying quote events at interval open and close. Such granular insights make this dataset invaluable for algorithmic and quantitative trading, machine learning, market analysis, and academic research.

    Dataset documentation Sample data
  • Trade Only Minute Bar

    The US Equity Options Trade Only Minute Bar dataset provides the open, high, low, close, VWAP and volume for each interval, plus the underlying asset’s bid and ask prices at interval open and close.

    Dataset documentation Sample data
  • Continious Trade and Quote Minute Bar

    This dataset represents aggregated event-based bars with 59 analytical and statistical data fields. Bars are continuous inside the regular market hours (9:30:00 to 16:15:00 ET), and quotes are carried forward from previous minutes. It includes OHLC information based on both trade and quote events

    Dataset documentation Sample data
  • Daily Analytics

    This dataset offers daily options analytics computed for the last-minute mid-price. It includes option theoretical price, implied volatility and greeks (delta, gamma, theta, vega, and rho), calculations are based on the Black-Scholes-Merton model

    Dataset documentation Sample data
  • Open Interest

    The US Equity Options Open Interest Data is based on the extraction of open interest events from the Options Pricing Authority (OPRA) feed, covering information from all the sixteen Equity Options exchanges.

    Dataset documentation Sample data
  • Trade and Quote GTH

    This dataset provides coverage of the extended Global Trading Hours (GTH) on CBOE starting from 19:00:00 to 08:15:00 Chicago time everyday from Sunday evening to Friday morning. It encompasses trades and quotes for S&P 500® Index (SPX) options, Cboe Volatility Index® (VIX) options and Mini-SPX Index (XSP) options during these extended hours

    Dataset documentation Sample data
  • GTH Trade Only

    This dataset provides coverage of the extended Global Trading Hours (GTH) on CBOE starting from 20:00:00 to 09:15:00 Eastern time everyday from Sunday evening to Friday morning. The dataset encompasses trades and the corresponding NBBO quotes at the time of each trade for S&P 500® Index (SPX) options, Cboe Volatility Index® (VIX) options and Mini-SPX Index (XSP) options during these extended hours

    Dataset documentation Sample data
  • Multiple Depth

    The Futures Multiple Depth dataset provides full coverage of all US Futures and includes summary information (price, size, and number of orders) for 10 levels of depth on both the buy and sell sides of the order book.

    Dataset documentation Sample data
  • Trade and Quote

    This dataset provides high-quality intraday trade and quote data with millisecond timestamps. It covers all futures contracts that are traded on US exchanges

    Dataset documentation Sample data
  • Trade Only

    This dataset provides high-quality intraday trade data with millisecond timestamps. It is part of the trade and quote feed where quote-related events are filtered. It covers all futures contracts that are traded on US exchanges.

    Dataset documentation Sample data
  • Trade and Quote Minute Bar

    The US Futures Trade and Quote 1-Minute Bar data feed represents aggregated event-based bars with 50+ analytical and statistical data fields. It includes OHLC (Open, High, Low, Close) information based on both trade and quote events.

    Dataset documentation Sample data
  • Trade Only Minute Bar

    The US Futures Trade 1-Minute Bar is a data feed that provides aggregated trade event-based bars. It includes OHLC (Open, High, Low, Close) information based on trade events.

    Dataset documentation Sample data
  • Trade Only Second Bar

    The US Futures Trade 1-Second Bar is a data feed that provides aggregated trade event-based bars. It includes OHLC (Open, High, Low, Close) information based on trade events. As additional features, the dataset provides total dollar volume and total trades and statistical fields such as count of buy/sell aggressor trades which is useful for analysis of market behavior

    Dataset documentation Sample data
  • Trade and Quote

    This dataset provides high-quality intraday trade and quote data with millisecond timestamps. It covers all future options contracts that are traded on US exchanges

    Dataset documentation Sample data
  • Trade Only

    The US Future Options Trade Only dataset provides high-quality intraday trade data with millisecond timestamps. It is part of the trade and quote feed where quote-related events are filtered. It covers all future options contracts that are traded on US exchanges.

    Dataset documentation Sample data
  • Trade and Quote Minute Bar

    The US Future Options Trade and Quote 1-Minute Bar data feed represents aggregated event-based bars with 50+ analytical and statistical data fields. It includes OHLC (Open, High, Low, Close) information based on both trade and quote events.

    Dataset documentation Sample data
  • Trade Only Minute Bar

    The US Future Options Trade 1-Minute Bar is a data feed that provides aggregated trade event-based bars. It includes OHLC (Open, High, Low, Close) information based on trade events

    Dataset documentation Sample data
  • Security Master File

    The US Equities Security Master File provides summary information such as industry, sector and listing status, track name and ticker changes, and cross-reference all major industry identifiers like FIGI and ISIN.

    Dataset documentation Sample data
  • Lookup File

    The US Equities Lookup Files provides an efficient way to identify the corresponding algoseek SecId based on a ticker-date pair or a FIGI. Once the SecId is determined, it can be cross-referenced with other identifiers, including ISIN, using the US Equities Security Master File for enhanced data analysis.

    Dataset documentation Sample data
  • Basic Adjustment Factors

    The US Equities Basic Adjustment Factors dataset provides adjustment factors for corporate events that influence price and/or volume, with each entry being supplemented with the event type and adjustment reason. This dataset allows users to compute forward and backward price and volume adjustment as needed.

    Dataset documentation Sample data
  • Detailed Adjustment Factors

    The extended algoseek US Equities Adjustment Factors dataset offers a more detailed view of corporate events that impact US Equities. It includes additional fields like the unique security identifier, adjustment factors, and event details, providing a comprehensive tool for market analysis and backtesting

    Dataset documentation Sample data
  • Cumulative Adjustment Factors

    The US Equities Cumulative Adjustment Factors dataset provides both backward and forward cumulative adjustment factors for all corporate events impacting price and/or volume, and is essential for those looking to adjust US Equities market data accurately. For additional information, each entry is supplemented with the event type and adjustment reason.

    Dataset documentation Sample data
  • Daily Cumulative Adjustment Factors

    The US Equities Daily Cumulative Adjustment Factors dataset provides backward cumulative adjustment factors for all corporate events impacting price and/or volume, ensuring accurate adjustment for US Equities market data. For additional information, each entry is supplemented with the event type and adjustment reason.

    Dataset documentation Sample data
  • Announcements

    The US Equities Announcements dataset provides listing related announcements (ticker changes and delistings) for all U.S. public-exchange traded equities. Data fields include announce date, effective date, include old and new ticker for ticker changes and delisting exchange for delistings. OTC market traded equities are not included.

    Dataset documentation Sample data
  • Index Components

    The US Equities Index Components dataset provides point-in-time records of components for major US indexes: Dow Jones Industrial Average, Dow Jones Transportation Average, Dow Jones Utility Average, S&P 500, NASDAQ 100, Russell 1000, and Russell 2000. Data spans from 2007, though the Russell indices commence from July 2009.

    Dataset documentation Sample data
  • IPO

    The dataset provides information on Initial Public Offering (IPO) events for the US market, excluding Over-the-Counter. Usually, IPO data is available a few days before the event itself providing access to such fields as ticker, SecId, first trading day, ISIN, etc.

    Dataset documentation Sample data
  • IPO Detailed

    The dataset provides information on Initial Public Offering (IPO) events for the US market. In addition to the fields covered in the basic version, it includes Par Value, Initial Price, Underwriter information, etc.

    Dataset documentation Sample data
  • Market Holidays

    The dataset provides complementary reference information, such as market holidays and early closes, that impact US equities and equity options markets. It includes data from 1998 to the present year. The US Equities Market Calendar is publicly available and can be accessed via specific URL links.

    Dataset documentation Sample data
  • OTC Market Compliance Data

    The US Equities OTC Market Compliance Data provides basic information and the OTC compliance fields for the universe of the OTC securities in the US Equity market

    Dataset documentation Sample data
  • Basic Shares Outstanding

    The basic version of the dataset provides crucial data on shares outstanding for US Equities securities. It includes details such as the security ticker, SecId, effective date, and the number of shares outstanding, updated multiple times daily to ensure the most current data is available for analysis.

    Dataset documentation Sample data
  • Shares Outstanding Detailed

    The extended algoseek US Equities Shares Outstanding dataset offers valuable insights for financial analysts, featuring additional details such as security names, changes in shares outstanding compared to previous figures, unique event IDs, and the current status of each security. With continuous updates throughout the day, this dataset equips stakeholders with the latest information needed to track market trends and make informed decisions based on accurate, up-to-date data.

    Dataset documentation Sample data
  • Daily SSR Circuit Breakers

    The US Equities SSR Circuit Breakers dataset provides daily information on securities that were affected by Short Sale Rule.

    Dataset documentation Sample data
  • Trading Halts

    The US Equity Trading Halts dataset provides information on trading halts for US equities, including the reason for the halt and the duration.

    Dataset documentation Sample data
  • Security Master

    The US Options Security Master file is a single data file cataloging all the listed and delisted OPRA options which include stocks, ETFs, ETNs, Indexes, etc from 2012 to the present. Each entry in the file provides summary information such as option type, settlement type, underlying ticker and type.

    Dataset documentation Sample data
  • OCC Equities Special Settlements

    This dataset is based on Options Clearing Corporation (OCC) data and offers detailed information on non-standard (adjusted) equity option contracts listed on US public exchanges

    Dataset documentation Sample data
  • OCC Listed Options Daily

    The OCC Listed Options Daily is a dataset for tracking all the options listed on the US public exchanges on a daily basis.

    Dataset documentation Sample data
  • Contracts Security Master

    US OPRA Options Contracts Security Master dataset provides key fields such as option root tickers, underlying tickers, contract tickers, option type, strike price, trade dates, and expiration

    Dataset documentation Sample data
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