research and analysis

The Money Map: A Visual Guide to Corporate Connections

Quantitative Mapping of Corporate Control: Affiliation vs. Ownership Networks

The Mirror in the Market: A Tale of Two Triangles

Does Experience Help? Exploring the Link Between Tenure and Accuracy

Why Two Decades of Practice Haven’t Fixed Financial Reporting

The 9-Million-Point Mirror: A Longitudinal Study of Form 4 Filings

Following the Data Engineering journey, a massive treasure trove of information has been gathered—a dataset comprising 9,201,642 distinct observations captured between 2003 and 2025. This...

Data Preparation and Engineering

Architecture of the SEC Data Pipeline: From Unstructured Filings to Longitudinal Insight In order to assess the compliance rate over the years, a specialized pipeline...