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StarMine Analyst Revisions Model

An overview of StarMine Analyst Revisions Model 


The StarMine Analyst Revisions Model (ARM) is a security-ranking model that looks at revisions to sell-side analysts’ estimates of earnings, revenue, and earnings before interest, taxes, depreciation, and amortization (EBITDA), as well as changes in the buy/hold/sell recommendations of those analysts. The model incorporates more accurate earnings estimates through StarMine’s proprietary SmartEstimate earnings prediction service.

ARM is a percentile (1-100) ranking of stocks based on changes in analyst sentiment, with 100 representing the highest rank. It is highly predictive of relative price movement and is effective across stocks in each capitalization category, investment style, and market sector.

Key facts 

  • Data format
    CSV
    HTML
    Java Script Object Notation (JSON)
    SQL
    Text
  • Delivery mechanism
    API
    Deployed/Onsite Servers
    Desktop
    Excel
    FTP
    SFTP
    Website
  • Publishing frequency
    Daily
    Hourly

Features & Benefits

What you get with StarMine Analyst Revisions Model 

  • ARM improves upon basic EPS-only revision models by incorporating proprietary inputs and a unique blend of several factors.
  • ARM intelligently blends both EPS and non-EPS factors and leverage StarMine’s SmartEstimates and Predicted Surprises.
  • ARM uses a dynamic weighting scheme that is driven by company profitability and relative analyst coverage.
  • ARM incorporates changes in buy/sell recommendations and looks at revisions over multiple time horizons.
  • Our research has shown that past revisions are highly predictive of future revisions, which in turn are highly correlated to stock price movements.

How it works

 Accessing the dataset

This dataset can be used by the following products. Talk to us to learn more about different packages and offerings.

Refinitiv Data Platform

The Refinitiv Data Platform delivers a single, consistent data experience to access, distribute and build with Refinitiv and third party data. With cloud-enabled platform capabilities and flexible distribution options, the Refinitiv Data Platform enables faster deployment of applications, greater scale with workflow-critical analytics and a reimagined approach to technology innovation, data distribution and management.
Data Formats:
Java Script Object Notation (JSON)
Delivery Mechanisms:
API
Publishing Frequencies:
Daily
Hourly

Eikon

Refinitiv Eikon delivers a powerful combination of information, analytics and exclusive news on financial markets – delivered in an elegant and intuitive desktop and mobile interface.
Data Formats:
HTML
Delivery Mechanisms:
Website
API
Desktop
Excel
Publishing Frequencies:
Daily

StarMine Professional

All of the StarMine models are available for delivery via File Transfer Protocol (FTP). The StarMine FTP delivery is also named StarMine Direct in MyRefinitiv for client alerting purposes.
Data Formats:
CSV
Text
Delivery Mechanisms:
FTP
SFTP
Publishing Frequencies:
Daily

QA Direct

QA Direct – a powerful, scalable platform to manage, maintain and integrate quantitative analysis and investment data.
Data Formats:
SQL
Delivery Mechanisms:
Deployed/Onsite Servers
Publishing Frequencies:
Daily

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