Key facts for StarMine Combined Credit Risk Model
Coverage metric
Geography:
North America, Asia / Pacific, EMEA, Latin America and the Caribbean
History:
From 1998
Coverage count:
Legal entities - 57800 Public companies
Asset Class
Ordinary Shares, Equities
Delivery metadata
Data Frequency
Daily
Language
English
Delivery methods:
Excel, Deployed/Onsite Servers, API, Web Service, Cloud, Desktop, FTP, Bulk, Snowflake, Website
Data formats:
PDF, GZIP, XML, JSON, CSV, SQL, Text, Python, MPEG, HTML, Bitmap, User Interface, PCAP
Minimum service frequency
Daily
Overview of StarMine Combined Credit Risk Model
STRENGTHEN RISK DECISIONS
Uncover Credit Risk
- Captures credit risk from multiple complementary perspectives to identify companies with an elevated probability of default.
- Reduces reliance on any single credit risk methodology.
- Supports credit risk management and investment screening.
COMPREHENSIVE CREDIT RISK
Unified Credit Risk
- Provides a unified assessment of corporate default risk by combining market, fundamental, and textual risk signals.
- Produces a 12-month probability of default and relative risk score.
- Offers broad global coverage across publicly traded companies.
INTELLIGENT SIGNAL COMBINATION
Integrated Risk Signals
- Integrates Structural, SmartRatios and Text Mining credit risk models.
- Dynamically adjusts model weights based on available textual information and incorporates regional effects.
- Combines complementary signals into one probability of default.
Description of the dataset
- LSEG provides company-level credit risk analytics through the StarMine Combined Credit Risk Model. We deliver one-year default probability, overall credit risk scores and comparative ranks to support issuer monitoring and credit screening.
- Our framework blends market-based structural indicators, fundamentals-driven SmartRatios and text-based signals. LSEG exposes component model outputs so clients can understand the drivers behind each credit risk assessment.
- We cover global publicly listed companies to support early-warning workflows, portfolio surveillance and comparative credit analysis. LSEG structures these risk measures for use by investors, risk managers and analysts seeking consistent company-level default risk insights.
Accessing the dataset
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