Every event, every bid, ask, and trade, lossless from the SIP.

39 datasets covering the full CTA/UTP consolidated feed, with extended bars carrying up to 90 quantitative fields. Every listed US equity since 2007, including delisted securities.

Trusted by two US regulators, bulge bracket banks, fintechs, and startup funds

US Equities Extended Minute Bar

AAPL

NASDAQ

Open

High

Low

Close

VWAP

Volume

TradeCount

BidPrice

AskPrice

BuyPressure

SellPressure

RetailPct

+78 more

09:30

213.45

213.92

213.12

213.78

1,247,832

09:31

213.78

214.01

213.65

213.89

892,441

09:32

213.90

214.15

213.82

214.08

634,218

ArdaDB Query

SELECT * FROM USEquityMarketData.TradeAndQuoteMinuteBarExtended

WHERE Ticker = ‘AAPL’

19,200 rows

318ms

The Equity SIP

The official feed for every trade on every US equity exchange.

CTA and UTP are the equity SIP, the SEC-required feed carrying every trade and the best bid and ask from every US equity exchange.

Single-exchange feeds miss the rest of the market. Research on a partial tape is research on the wrong number.

NYSE Group5 venues

NYSENYSE ArcaNYSE AmericanNYSE NationalNYSE Texas

Cboe5 venues

CboeCboe BYXCboe BZXCboe EDGACboe EDGX

Nasdaq4 venues

NasdaqNasdaq PHLXNasdaq TexasNasdaq ISE

Independent6 venues

IEXLTSEMEMXMIAX Pearl24X NationalTexas Stock Exchange

Off-exchange1 participant

FINRA TRFs

US Equity Data

40 datasets. From tick-level events to daily summaries. One vendor. Do it once, you’re good.

Buy individual datasets, or subscribe to the Equities Package.

All CTA/UTP tick-level trades, NBBO, and top-of-book quotes for every US equity since 2007. Extended bars with up to 90 quantitative fields. The same data the regulators use.

US Equities Trade and Quote

Production · algoseek

Equity

Tick

US

CSVSQL

US Equities Trade and Quote

Production · algoseek

Equity

Tick

US

Tick-level U.S. equities trade and quote data derived from the SIP consolidated feed, with nanosecond timestamps and full NBBO context.

Consolidated FeedMarket DataNanosecond TimestampsNBBOSIP FeedTick DataTick LevelTrade and Quote

CSVSQL

US Equities Trade Only

Production · algoseek

Equity

Tick

US

CSVSQL

US Equities Trade Only

Production · algoseek

Equity

Tick

US

Tick-level U.S. equities trade data derived from the SIP Last Sale, including on-exchange and off-exchange (TRF) trades across the full trading session from pre-market to after-hour.

Last SaleMarket DataMillisecond TimestampsSIP FeedTick DataTick LevelTrade ReportingTrades Only

CSVSQL

US Equities Adjusted Trade Only

Production · algoseek

Equity

Tick

US

SQL

US Equities Adjusted Trade Only

Production · algoseek

Equity

Tick

US

Corporate-action-adjusted tick-level U.S. equities trade data derived from SIP Last Sale, with adjusted prices and volumes.

AdjustedLast SaleMarket DataMillisecond TimestampsSIP FeedTick DataTick LevelTrade ReportingTrades Only

SQL

US Equities Trade and Quote Minute Bar

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Trade and Quote Minute Bar

Production · algoseek

Equity

Intraday Bar

US

Minute-level TAQ-derived market analytics for U.S. equities, with ~60 metrics including spread, order-flow, and time-weighted quote measures.

Bid-Ask SpreadIntraday DataMarket AnalyticsMarket DynamicsMinute BarMinute LevelOHLCTrade and Quote

CSVSQL

US Equities Trade and Quote Extended Minute Bar

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Trade and Quote Extended Minute Bar

Production · algoseek

Equity

Intraday Bar

US

Extended 1-minute TAQ-derived market analytics for U.S. equities, with 90+ metrics including spread, order-flow, and time-weighted quote measures.

Bid-Ask SpreadExtended DataMarket AnalyticsMinute BarMinute LevelOHLCStatistical DataTrade and Quote

CSVSQL

US Equities Trade and Quote Minute Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Trade and Quote Minute Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

Minute-level TAQ analytics for U.S. equities based on exchange-only trading with ~60 metrics including spread, order-flow, and time-weighted quote measures, excluding FINRA/TRF off-exchange prints.

Bid-Ask SpreadExchange TradesExcluding FINRAMarket AnalyticsMinute BarMinute LevelOHLCTrade and Quote

CSVSQL

US Equities Industry Standard Trade Only Minute Bar

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Industry Standard Trade Only Minute Bar

Production · algoseek

Equity

Intraday Bar

US

SIP-derived one-minute trade-only OHLCV bar for U.S. equities, including off-exchange TRF trades, calculated using industry-standard methodologies.

Bloomberg CompatibleIndustry StandardMinute BarMinute LevelOHLCTrades OnlyVolume Data

CSVSQL

US Equities Industry Standard Trade Only Minute Bar Adjusted

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Industry Standard Trade Only Minute Bar Adjusted

Production · algoseek

Equity

Intraday Bar

US

SIP-derived trade-only 1-minute OHLCV bar for U.S. equities, calculated using industry-standard methodologies, with both pre and post-adjusted price and volume for corporate actions.

AdjustedBloomberg CompatibleIndustry StandardMinute BarMinute LevelOHLCTrades OnlyVolume Data

CSVSQL

US Equities Trade Only Adjusted Minute Bar

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Trade Only Adjusted Minute Bar

Production · algoseek

Equity

Intraday Bar

US

Trade-only 1-minute OHLCV bar for U.S. equities, with VWAP and trade count, delivered with both raw and corporate-action-adjusted values.

AdjustedCorporate EventsMinute BarMinute LevelOHLCTrades OnlyVolume DataVWAP

CSVSQL

US Equities Trade Only Minute Bar

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Trade Only Minute Bar

Production · algoseek

Equity

Intraday Bar

US

Trade-only 1-minute OHLCV bar for U.S. equities, including VWAP and trade count, derived from SIP trades.

Minute BarMinute LevelOHLCTrade CountTrades OnlyVolume DataVWAP

CSVSQL

US Equities Trade Only Minute Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

CSVSQL

US Equities Trade Only Minute Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

Trade-only 1-minute OHLCV bar for U.S. equities based on exchange-only trades, excluding FINRA/TRF off-exchange prints.

Exchange TradesExcluding FINRAMinute BarMinute LevelOHLCTrades OnlyVolume DataVWAP

CSVSQL

US Equities Trade and Quote Extended Second Bar

Production · algoseek

Equity

Intraday Bar

US

CSV

US Equities Trade and Quote Extended Second Bar

Production · algoseek

Equity

Intraday Bar

US

Event-driven 1-second TAQ-derived market analytics for U.S. equities, with 90+ microstructure metrics including spread and order-flow indicators.

Bid-Ask SpreadExtended DataMarket AnalyticsOHLCSecond BarSecond LevelStatistical DataTrade and Quote

CSV

US Equities Trade and Quote Extended Second Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

CSV

US Equities Trade and Quote Extended Second Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

Event-driven 1-second TAQ analytics for U.S. equities based on exchange-only trading, excluding FINRA/TRF off-exchange prints.

Exchange TradesExcluding FINRAExtended DataMarket AnalyticsOHLCSecond BarSecond LevelTrade and Quote

CSV

US Equities Trade Only Second Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

CSV

US Equities Trade Only Second Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

Trade-only 1-second OHLCV bar for U.S. equities based on exchange-only trades, excluding FINRA/TRF off-exchange prints.

Exchange TradesExcluding FINRAOHLCSecond BarSecond LevelTrades OnlyVolume DataVWAP

CSV

US Equities Buy/Sell Pressure and Retail Indicators Minute Bar

Production · algoseek

Equity

Intraday Bar

US

CSV

US Equities Buy/Sell Pressure and Retail Indicators Minute Bar

Production · algoseek

Equity

Intraday Bar

US

One-minute buy/sell pressure and probabilistic retail activity indicators for U.S. equities, derived from consolidated TAQ data.

Buy/Sell PressureMarket AnalyticsMarket SentimentMinute BarMinute LevelRetail IndicatorsRetail Trades

CSV

US Equities Trade Only Adjusted Minute Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

SQL

US Equities Trade Only Adjusted Minute Bar Excluding FINRA/TRF Trades

Production · algoseek

Equity

Intraday Bar

US

The US Equities Trade Only Adjusted Minute Bar Excluding FINRA/TRF 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. While it follows the same format as the US Equities Trade Only Adjusted Minute Bar dataset, this version specifically excludes off-exchange trades reported to TRFs, giving you a more transparent view of pure exchange trading activities.

AdjustedExchange TradesExcluding FINRAMinute BarMinute LevelOHLCTrades OnlyVolume DataVWAP

SQL

US Equities Daily OHLC Adjusted

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Daily OHLC Adjusted

Production · algoseek

Equity

Daily

US

Daily U.S. equity OHLCV data derived from SIP trades, including raw and corporate-action-adjusted prices, segmented volume metrics, and VWAP.

AdjustedCorporate EventsDailyMarket HoursOHLCVolume DataVWAP

CSVSQL

US Equities Primary Exchange Daily OHLC

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Primary Exchange Daily OHLC

Production · algoseek

Equity

Daily

US

Daily OHLCV prices for U.S. equities sourced from each security’s primary exchange, including primary-exchange VWAP and session-accurate opens and closes.

DailyListing ExchangeMarket HoursOHLCPrimary ExchangeVolume DataVWAP

CSVSQL

US Equities Daily OHLC

Production · algoseek

Equity

Daily

US

SQL

US Equities Daily OHLC

Production · algoseek

Equity

Daily

US

The US Equities Daily OHLC contains 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

DailyMarket HoursOHLCVolume DataVWAP

SQL

US Equities Industry Standard Daily OHLC Adjusted

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Industry Standard Daily OHLC Adjusted

Production · algoseek

Equity

Daily

US

SIP-derived daily OHLCV data for U.S. equities, calculated using industry-standard methodologies, adjusted for corporate actions and delivered with segmented volume and VWAP.

AdjustedBloomberg CompatibleCorporate EventsDailyIndustry StandardOHLCVolume Data

CSVSQL

US Equities Trade and Quote Daily Bar

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Trade and Quote Daily Bar

Production · algoseek

Equity

Daily

US

Daily TAQ-derived market analytics for U.S. equities, including OHLCV, spread metrics, buy/sell pressure, and exchange-level volume.

DailyExchange VolumeFINRA VolumeMarket AnalyticsOHLCSpread AnalysisTrade and Quote

CSVSQL

US Equities Industry Standard Daily OHLC

Production · algoseek

Equity

Daily

US

SQL

US Equities Industry Standard Daily OHLC

Production · algoseek

Equity

Daily

US

Daily OHLCV data for U.S. equities derived from SIP trades, with segmented volume and VWAP, calculated using industry-standard methodologies.

Bloomberg CompatibleCorporate EventsDailyIndustry StandardOHLCVolume Data

SQL

US Equities Primary Exchange Adjusted Daily OHLC

Production · algoseek

Equity

Daily

US

SQL

US Equities Primary Exchange Adjusted Daily OHLC

Production · algoseek

Equity

Daily

US

Daily OHLC with adjusted official opening/closing price from the security's Primary Exchange. Other data points include adjusted Exchanges Volume, Non-Exchange Volume, VWAP, Total Trades, market hours volume and trades.

AdjustedDailyListing ExchangeMarket HoursOHLCPrimary ExchangeVolume DataVWAP

SQL

US Equities Standard Adjusted Daily OHLC

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Standard Adjusted Daily OHLC

Production · algoseek

Equity

Daily

US

Standard, market-hours-only daily OHLCV data for U.S. equities, adjusted for corporate actions and derived from SIP trades.

AdjustedCorporate EventsDailyMarket HoursOHLCStandard MethodologyVolume Data

CSVSQL

US Equities Standard Daily OHLC

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Standard Daily OHLC

Production · algoseek

Equity

Daily

US

Standard, market-hours-only daily OHLCV data for U.S. equities derived from SIP trades.

DailyMarket HoursOHLCStandard MethodologyVolume Data

CSVSQL

Corporate event adjustment factors for accurate historical price and volume analysis. Covers splits, dividends, mergers, spinoffs, and rights offerings.

US Equities Detailed Adjustment Factors

Production · algoseek

Equity

Event

US

CSVSQL

US Equities Detailed Adjustment Factors

Production · algoseek

Equity

Event

US

Event-level U.S. equity adjustment factors with detailed corporate-action metadata, supporting audit-ready historical adjustment and back-testing.

Adjustment FactorsCorporate EventsDetailed DataEvent TrackingPrice AdjustmentReference DataVolume Adjustment

CSVSQL

US Equities Basic Adjustment Factors

Production · algoseek

Equity

Event

US

CSVSQL

US Equities Basic Adjustment Factors

Production · algoseek

Equity

Event

US

Price and volume adjustment factors for U.S. equities, enabling forward and backward corporate-action adjustments since 2007.

Adjustment FactorsBasic DataCorporate EventsEvent TypesPrice AdjustmentReference DataVolume Adjustment

CSVSQL

US Equities Cumulative Adjustment Factors

Production · algoseek

Equity

Event

US

CSV

US Equities Cumulative Adjustment Factors

Production · algoseek

Equity

Event

US

Cumulative forward and backward price and volume adjustment factors for U.S. equities, supporting fully normalized historical time series since 2007.

Adjustment FactorsBackward AdjustmentCorporate EventsCumulativeForward AdjustmentPrice AdjustmentReference DataVolume Adjustment

CSV

US Equities Daily Cumulative Adjustment Factors

Production · algoseek

Equity

Event

US

CSV

US Equities Daily Cumulative Adjustment Factors

Production · algoseek

Equity

Event

US

Daily backward cumulative adjustment factors for U.S. equities, delivered as a continuous time series with carry-forward values for seamless historical normalization.

Adjustment FactorsBackward AdjustmentContinuous DataCorporate EventsCumulativeDailyReference Data

CSV

Point-in-time index membership, shares outstanding, trading halts, market holidays, OTC compliance, and announcements.

US Equities Basic Shares Outstanding

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Basic Shares Outstanding

Production · algoseek

Equity

Daily

US

Shares outstanding reference data for U.S. equities, including effective dates and intraday updates, supporting market capitalization and EPS analysis since 2007.

Basic DataCorporate ActionsMarket CapitalizationReference DataShares Outstanding

CSVSQL

US Equities Detailed Shares Outstanding

Production · algoseek

Equity

Daily

US

CSVSQL

US Equities Detailed Shares Outstanding

Production · algoseek

Equity

Daily

US

Event-level U.S. equities shares outstanding data with detailed change attribution, security status, and continuous intraday updates.

Corporate ActionsDetailed DataMarket CapitalizationReference DataSecurity StatusShares Outstanding

CSVSQL

US Equities Announcements

Production · algoseek

Equity

Event

US

CSVSQL

US Equities Announcements

Production · algoseek

Equity

Event

US

Daily U.S. equity listing announcements covering ticker changes and delistings, sourced from exchanges and SEC filings.

AnnouncementsCorporate ActionsDelistingsExchange ListingsReference DataSEC FilingsTicker Changes

CSVSQL

US Equities Index Components

Production · algoseek

Equity

Event

US

CSV

US Equities Index Components

Production · algoseek

Equity

Event

US

Point-in-time U.S. equity index constituents for major benchmarks, with daily membership and historical change tracking.

Constituent StocksDow JonesIndex ComponentsNASDAQ 100Point-in-TimeReference DataRussell IndicesS&P 500

CSV

US Equities Market Holidays

Production · algoseek

Equity

Event

US

CSVSQL

US Equities Market Holidays

Production · algoseek

Equity

Event

US

Historical U.S. equities trading calendar data covering market holidays and early closes since 1998.

Early ClosesExchange HolidaysMarket HolidaysMarket ScheduleReference DataTrading Calendar

CSVSQL

US Equities Trading Halts

Production · algoseek

Equity

Event

US

CSVSQL

US Equities Trading Halts

Production · algoseek

Equity

Event

US

Consolidated U.S. equity trading halt events with reason codes and precise halt and resumption timestamps.

Exchange NoticesHalt ReasonsMarket EventsReference DataResumption TimestampsTrading HaltsTrading Suspensions

CSVSQL

Data partner or data vendor

What separates the data partner from the data vendor

Every vendor gets the same raw feed. The difference is what happens after: whether the feed is lossless, whether the datasets fit how you work, and who picks up the phone at 6 AM.

algoseek

Owns the outcome

Data Partner

Up to 90 quantitative fields per bar

Save a year of feature engineering, shipped as one dataset.

Battle-hardened security master, built in-house

One ASID follows a security through every ticker change since 2007.

Historical data is the direct capture of the real-time feed

From research to production, the data does not change.

Every listed US equity since 2007, including delisted

No gaps, no survivorship bias.

Chosen by two US regulators after full due diligence

So did bulge bracket banks and top funds.

Core team from the trading side

When you call, you reach someone at your level.

Adjustment factors recalculated nightly, going backwards

Download the latest file and your entire time series is current.

The data vendor

Sells you a feed

Standard OHLCV bars, 5-6 fields

Security master licensed from a third party

Backtest data and live feed are different products

Today’s universe, today’s tickers

Marketing claims about data quality

Support reads from a troubleshooting script

You manage your own adjustment factors

Access and Delivery

One pipeline writes the archive and streams the live feed. The data is identical.

Over 20 years of history written from the same Mercury feeds that stream to real-time clients. Query it, download it, stream it, or build on the API.

Mercury Ticker Plant

Sandbox

ArdaDB SQL

S3 / Download

RESTful API

Streaming

Same feed handler · Same schema · Same normalization

algoseek Sandbox

Run SQL or Python against real equity datasets. Explore up to a year of data before buying. No credit card required.

ArdaDB Cloud SQL

Subsecond SQL queries across the full historical archive, queryable from a browser. No downloads, no local infrastructure.

AWS S3, SFTP, and Direct Download

Compressed CSV. Daily automated updates. Store it in the cloud, in a data center, or on your own laptops.

RESTful API

Programmatic access via the algoseek Python library or direct HTTP. Same data, same schema.

Real-Time and Delayed Streaming

Direct multicast exchange feeds via the Mercury ticker plant. Microsecond latency, regional redundancy, 4-way arbitration, zero-failure architecture. Delivered real-time or with a 15-minute delay.

Use Cases

From backtest to live trading on the same data

TAQ bars + Security Master + ArdaDB

Backtest the full universe since 2007, delisted securities included. Up to 90 fields per bar for signal construction, and ASID keeps the history intact through every corporate event.

Extended Minute Bar (90 fields)

Security Master with ASID

Survivorship-bias-free archive

Full lifecycle on one pipeline

Historical research, out-of-sample testing, paper trading, and live trading on the same datasets in the same format. One vendor, one schema, one security master from backtest to execution.

Same data, backtest to live

Any time granularity

Delayed and real-time feeds

Tick TAQ + NBBO + Adjustment Factors

Reconstruct any moment in the market with nanosecond-timestamped ticks and NBBO quotes. The same accuracy two US regulators rely on, for TCA, surveillance, and compliance reporting.

Nanosecond tick data

Regulatory-grade accuracy

Adjustment factors

Extended bars + Real-time + Co-location

Order flow, buy/sell pressure, and retail indicators without building your own feature pipeline. Real-time streaming at 50% of list for package subscribers, co-location at Equinix.

90-field bars at second resolution

Real-time streaming

Co-location available

Bulk Download + ASID + ArdaDB

Consistent schemas, ASID entity resolution, and CSV via S3 with daily automated updates. algoseek works closely with fintechs on exchange licensing to minimize redistribution costs.

CSV via S3

ASID entity resolution

Exchange licensing expertise

Questions teams ask before switching

  • How far back does the US equity data go?

    Back to 2007: over 20 years covering the full CTA/UTP SIP feed, every major market event, and every delisted security.

  • What is the Extended Minute Bar?

    A bar with up to 90 quantitative fields beyond the standard bid, ask, and trade OHLCV for the period: order flow direction, buy/sell pressure, retail flow, exchange-level volume, and spread analytics. Available at second and minute resolution.

  • What makes the algoseek security master different?

    Except for Bloomberg and Refinitiv, data vendors white-label and license their security masters from third parties, inheriting all the gaps. algoseek built its own, quality-controlled in-house, with one persistent ASID following a security through every ticker change, merger, and delisting, cross-referenced to FIGI and ISIN.

  • Can I try the data before committing?

    Yes. The Sandbox gives you up to a year of data via notebooks, SQL, Python, Excel, or download. No credit card required.

  • What delivery methods are available?

    Historical: AWS S3 flat files, RESTful API, ArdaDB cloud SQL, notebooks, and Python. Streaming: TCP/IP to co-location, cloud, or over the internet.

  • Is the real-time feed the same data as the historical archive?

    Yes. Mercury normalizes every exchange feed in real time and writes the same output to the archive. What streams today is the historical record tomorrow.

  • What is the difference between a dataset and a package?

    A dataset is a single product; a package is every dataset for an asset class at one price. Three or more datasets and the package costs less. New datasets are added at no extra cost.

  • What exchanges does the US equities data cover?

    The full official US equity feed from CTA (NYSE) and UTP (Nasdaq): every trade on and off the exchanges (through the TRFs), the official national best bid and offer (NBBO), and top of book from every US equity exchange.

One License, Every Core Dataset

The US Equities Package

All the intraday datasets, security masters, and adjustment factors under one contract at a fixed monthly fee. Research any ticker, on any time frame, at will.

Two ways to start

See the data first, or talk to someone who knows it.

See the data

Run SQL or Python against real equity datasets in the Sandbox. Explore up to a year of data before buying. No credit card required.

Explore the Data

Talk to someone who has worked with it

ur core team comes from the trading side and understands the data at the same level you do.

Talk to our team