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Analytics Data | Quantitative Analytics

StarMine Insider Filings Model

Quantitative analytics dataset for StarMine insider filings model signals and investment analysis.

Key facts for StarMine Insider Filings Model

Coverage metric

Geography:
North America
History:
From 1998
Coverage count:
Legal entities - 5350 Public companies
Asset Class
Ordinary Shares, Equities

Delivery metadata

Data Frequency
Continuous
Language
English
Delivery methods:
Excel, Deployed/Onsite Servers, API, Web Service, SFTP, Cloud, Desktop, FTP, Bulk, RSS Feed, Website
Data formats:
PDF, GZIP, XML, JSON, CSV, SQL, Text, Python, HTML, Bitmap, MPEG, User Interface, PCAP
Minimum service frequency
Continuous

Overview of StarMine Insider Filings Model

REVEAL INSIDER CONVICTION

Identify Informed Sentiment

  • Helps uncover how insiders view their company's future prospects.
  • Identifies meaningful patterns across insider buying and selling.
  • Supports stock selection and multi-factor investment strategies.
DECODE INSIDER ACTIVITY

Intelligence from Insiders

  • Measures insider buying versus selling and evaluates the magnitude of those transactions.
  • Gives greater weight to recent and more informative transactions.
  • Filters or de-emphasises transactions that are less likely to reflect genuine insider sentiment
INSIDER SENTIMENT SIGNAL

Intelligence from Insiders

  • Transforms company insider activity into a predictive stock-ranking signal.
  • Captures sentiment from insider transactions and holdings.
  • Assesses both insider buying and selling activity.

Description of the dataset

LSEG provides the StarMine Insider Filings Model for US companies, using insider holdings and insider trading activity to assess insider sentiment. Our 1-100 scoring framework identifies bearish signals at the low end and bullish signals at the high end.

We evaluate insider sentiment across three dimensions: agreement among insiders, buying depth and selling depth. LSEG converts these inputs into component scores and combines them into a single company-level ranking.

Our model helps clients interpret whether insider purchasing or selling behaviour may indicate confidence or concern among company insiders. We support equity screening, idea generation and risk monitoring with a systematic view of insider activity.

StarMine Insider Filings analytics from LSEG are designed for integration into quantitative and fundamental investment processes. We help analysts and portfolio managers compare insider sentiment consistently across the US equity universe.

Accessing the dataset

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

Workspace for Investment Bankers, Consultant Edition

Workspace For Investment Bankers Consultants Edition delivers a client-centric workflow solution powered by best-in-class market and referential information. Workspace for Investment Bankers - Consultants edition addresses a specific customer segment, consulting firms, within our investment banking business.