The U.S. Equities Buy/Sell Pressure and Retail Indicators (1-Minute) dataset provides minute-level analytical signals designed to characterize buy/sell pressure and retail trading activity across the full universe of U.S. exchange-listed equities, including common stocks, ETFs, ETNs, ADRs, and funds. Identifying retail participation directly from consolidated Trade and Quote (TAQ) data is inherently non-deterministic. This dataset therefore applies a set of probabilistic indicators derived from observable trade characteristics, such as trade size, execution price behavior, and execution venue, to estimate the likelihood of retail-driven activity. These indicators are complemented by additional market microstructure analytics that help contextualize order flow and short-term sentiment. Data is aggregated at a one-minute frequency, enabling intraday analysis of trading pressure, retail participation dynamics, and short-horizon market behavior for quantitative research and signal development
Sample Data
Also Available in a Package
This dataset is also included in a package
Instead of buying datasets individually, the package puts everything your team needs in one subscription. One contract, one price, one place to manage access.
Equities Historical Research Package
$2,500/mo
no exchange fees on historical data
39 datasets including this one
Up to 10 users
ArdaDB and Sandbox included
Multi-Asset Historical Research Package
$5,000/mo
no exchange fees on historical data
60+ datasets including this one
Up to 10 users
ArdaDB and Sandbox included
Get Started
Explore this dataset in the Sandbox
Query the data, inspect the schema, and download samples. No credit card needed.