Earnings Estimates
Consensus and detail-level analyst earnings estimates for US and Canadian equities, with full historical revisions.
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Institutional-Grade Financial Data
Structured equity datasets built for research and financial applications
Access historical and point-in-time data covering estimates, fundamentals, prices, and more — purpose-built for quantitative research, model development, and enterprise analytics.
Datasets
Comprehensive coverage across equity data domains
From earnings estimates to pricing history, each dataset is structured for immediate use in research and production workflows.
Fundamentals
Standardized financial statement data including income statement, balance sheet, and cash flow for thousands of equities.
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Historical daily pricing data including open, high, low, close, volume, and adjusted prices for listed equities.
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Broker-level and consensus recommendation ratings, including historical upgrades, downgrades, and initiations.
Learn moreCorporate Actions
Structured records of splits, dividends, mergers, spinoffs, and other corporate events affecting equity securities.
Learn moreReference & Entity Data
Master security reference data including identifiers, sector classifications, exchange listings, and entity mapping.
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Use Cases
Built for serious financial workflows
Zacks datasets power quantitative research, analytics platforms, and institutional decision-making.
Quantitative Research
Build and test factor models, screening strategies, and alpha-generation signals using structured, survivorship-bias-free datasets.
Model Development
Train, validate, and refine predictive models with clean, normalized financial data. Consistent schemas reduce preprocessing time.
Historical Backtesting
Test strategies against decades of point-in-time data. Avoid look-ahead bias with properly historized records.
Application Integration
Embed Zacks data into financial applications, dashboards, and client-facing products via API or bulk feeds.
Screening & Monitoring
Power equity screening tools and alerting systems with up-to-date estimates, ratings, and fundamental data.
Enterprise Analytics
Feed internal analytics platforms, data warehouses, and reporting tools with institutional-grade financial data.
Delivery
Flexible access, your way
Whether you need real-time API calls, scheduled bulk files, or enterprise licensing, we deliver data to fit your infrastructure.
API Access
RESTful APIs with structured JSON responses. Integrate Zacks data directly into your models, applications, and custom workflows.
Bulk File Delivery
Receive full dataset files on a scheduled cadence via SFTP or cloud storage. Ideal for data lake ingestion and large-scale backtesting.
Scheduled Updates
Automated daily or weekly delivery of deltas and snapshots. Stay current without manual intervention.
Enterprise Licensing
Custom packages for firm-wide deployment, redistribution, and integration into commercial products. Flexible terms for institutional needs.
Why Zacks
Decades of domain expertise, modern data delivery
Backed by one of the most recognized names in equity research, Zacks Data combines institutional-depth coverage with the technical infrastructure modern teams expect.
Heritage & Credibility
Built on Zacks Investment Research — trusted by institutional investors, academics, and financial professionals for over 45 years.
Structured & Research-Ready
Clean, normalized data designed for immediate use in quantitative models, screening tools, and production analytics systems.
Point-in-Time Accuracy
Historical data preserved as it existed at each point in time — critical for unbiased backtesting and survivorship-bias-free research.
Scalable Access
From single-researcher API access to enterprise-wide licensing. Infrastructure that scales with your requirements.
Start working with Zacks data
Request a sample, discuss licensing, or explore API integration options.