Uncover the market’s crowdsourced consensus with Estimize data
Data Features
- 100,000+ contributions to Estimize
- EPS and revenue estimate coverage on 2,000+ stocks, multiple company-specific KPIs, and 85 economic indicators each quarter
- Crowdsourced consensus represents the market’s true consensus
- 70% higher accuracy for sell side datasets
Use Cases
- Predict earnings and revenues
- Analyze detailed individual estimates and revisions per contributor
- Assess mean and weighted consensus time series
- Access a wider more honest dispersion of estimates for each earnings release
- Uncover the market’s real expectations
Research Using Estimize Data
Harnessing the Wisdom of Crowds
Zhi Da, Xing Huang (Michigan State University)
The Value of Crowdsourced Earnings Forecasts?
Russell Jame (University of Kentucky), Rick Johnston, Stanimir Markov (University of Texas at Dallas), Michael C. Wolfe (Oklahoma State University)
Coverage
US listed equities and ADRs
- EPS/Revenue since 2012 (point-in-time)
- KPIs (stock / industry specific)
Contact Estimize for subscription information
WRDS News
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18FebCall for Papers from Rotman School of Management: 2026 … February 18th, 2026
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04FebResearch Webinar | What Every Empirical Researcher Should Know: … February 4th, 2026
Events
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12MarMidwest Finance Association (MFA) 2026 Chicago, IL
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25MarEastern Finance Association 2026 Asheville, NC
New Data
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28OctInfraclear Infrastructure Data October 28th, 2025
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23JulMarkit is now part of S&P Global July 23rd, 2025