Guides, analysis, and insights on financial data, APIs, and research.
UnitedHealth Group revenue reached $447.6B in FY2026, with $12.1B net income and $23.9B EBITDA, verified via companyfinancials.io.
Financial data normalization is essential for comparing companies across industries, but challenges include inconsistent reporting and currency differences. Effective normalization relies on standardized metrics, robust ETL, and verified sources like SEC filings.
Public vs private company financial disclosures differ in frequency, detail, and audit access; SEC filers publish far more data than private firms do.
Private company revenue data comes from filings, registries, lender decks, and vendor models; accuracy depends on source quality, recency, and verification.
How to parse 10-K filings for revenue and financial data using SEC filing structure, XBRL tags, and footnotes, with examples from Apple, Microsoft, and Amazon.
Understanding XBRL helps analysts read SEC filings faster, compare companies consistently, and pull machine-readable financial data from annual reports and 10-Ks.
Building a company financial dashboard means choosing a clean data model, reliable filing sources, and metrics that map to SEC-reported reality, not spreadsheet folklore.
The best financial data APIs for developers in 2025 include Company Financials, Alpha Vantage, and Intrinio, offering SEC-verified data, broad coverage, and developer-friendly pricing.
How to access SEC EDGAR financial data programmatically with APIs, XBRL, and filings data, plus practical examples, benchmarks, and source links.