Seeing EDGAR — A Practical Guide
A practical kit for extracting filings, building explainable pipelines, and proving where every number came from.
What's inside
Release: January 2026 · Free 5-page preview · $500 kit (templates, notebooks, schema notes, queries). A practical kit for extracting filings, building explainable pipelines, and proving where every number came from.
Working with XBRL
Common pitfalls and solutions.
Working with XBRL and common pitfalls. Build reliable extraction pipelines that handle edge cases.
Get the free preview →Explainable pipelines
Lineage, coverage, freshness, latency.
Building explainable pipelines: lineage, coverage, freshness, latency. Prove where every number came from.
Buy the kit →A practical kit for extract, clean, and prove.
Release: January 2026 · Free 5-page preview · $500 kit (templates, notebooks, schema notes, queries). Build explainable pipelines that prove where every number came from.
Extract efficiently.
How to navigate EDGAR (search, APIs, rate limits). Extract filings efficiently and stay within limits.Clean reliably.
Working with XBRL and common pitfalls. Build reliable extraction pipelines that handle edge cases.01"How to navigate EDGAR (search, APIs, rate limits)."
02"Working with XBRL and common pitfalls."
03"Building explainable pipelines: lineage, coverage, freshness, latency."
A practical kit for extract, clean, and prove—where every number has a source.
What's inside the kit
Free 5-page preview · $500 kit (templates, notebooks, schema notes, queries). Everything you need to build explainable pipelines from EDGAR data.
01
EDGAR Navigation Guide
How to navigate EDGAR (search, APIs, rate limits). Extract filings efficiently and stay within limits.02
XBRL Best Practices
Working with XBRL and common pitfalls. Build reliable extraction pipelines that handle edge cases.03
Explainable Pipelines
Building explainable pipelines: lineage, coverage, freshness, latency. Prove where every number came from.Data Engineers
Analysts
Compliance
Research Teams