SourceStateReference

SOURCESTATE REFERENCE

Understand the data behind the comparison.

How do company filings become financial data that can be compared across issuers and periods? Reference explains the choices involved, the detail worth preserving, and how to trace a value back to its source.

01 / TOPIC · 9 ARTICLES

Financial data

Compare reported facts while preserving definitions, source context, and time.

01.0 / SUBTOPIC

History and infrastructure

How public disclosure became machine-readable, and why access still differs across markets.

REFERENCE ARTICLE

How Financial Filings Became Data

The unlikely rise of XBRL, the different paths taken by regulators around the world, and why public company information remains harder to use than it ought to be.

From Japan's EDINET rehearsal to EDGAR, DART and Europe's emerging access point: a selective history of digital financial disclosure.

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01.1 / SUBTOPIC

Definitions and lineage

What a reported value means, how it is standardized, and how to trace it to evidence.

REFERENCE ARTICLE

As-Reported vs Standardized Financial Data

As-reported data preserves how a company disclosed a financial fact. Standardized data makes selected facts comparable. Reliable analysis needs both—and a traceable path between them.

A practical guide to labels and XBRL concepts, dimensional detail, subtotals, filing vintages, and source lineage.

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REFERENCE ARTICLE

How to Trace a Financial Number Back to an SEC Filing

A filing URL identifies a document. A complete evidence chain shows which fact, context, occurrence, and filing vintage support a number.

A practical guide to as-reported labels, XBRL concepts, dimensional context, source positions, derived components, and version lineage.

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01.2 / SUBTOPIC

Time and filing vintages

Which version of a historical fact was known, filed, or available at a given point in time.

REFERENCE ARTICLE

Restated vs Recast Financials

Why historical numbers change—and which version should you use?

Restatements, recasts, amendments, and filing vintages through the lens of latest-known and point-in-time research.

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REFERENCE ARTICLE

Point-in-Time Financial Data

What version of a financial fact—and what level of detail—was actually available to an investor at a specific moment?

Period ends, SEC acceptance, official filing dates, dissemination, and later filing vintages are different clocks.

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01.3 / SUBTOPIC

Disclosures, changes, and operating metrics

The notes, revisions, and company-defined measures that add meaning beyond statement lines.

REFERENCE ARTICLE

The Financial Statements Are Only the Summary

Why the most important detail often lives in the footnotes.

SVB, The We Company, CoreWeave, and other filings show how notes reveal valuation gaps, commitments, concentration, debt structure, and timing.

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REFERENCE ARTICLE

What Changed in the Filing?

How to separate real signals from disclosure noise.

CrowdStrike, NVIDIA, and Boeing show why a document diff is not yet an economic delta—and where the evidence and caveats belong.

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REFERENCE ARTICLE

ARR Is Not ARR: Why Company KPIs Are Harder to Compare Than They Look

ARR, retention, and customer-count labels can hide different methods, populations, usage windows, and assumptions.

Compare KPI definitions without erasing the attributes and limits that determine whether the numbers are actually comparable.

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REFERENCE ARTICLE

Backlog Is Not Revenue: What RPO, Backlog, and Deal Value Actually Tell You

RPO, backlog, and deal value can all describe future business without measuring the same contractual or operating state.

A practical framework for interpreting optionality, accounting scope, delivery dependencies, cancellation rights, and recognition timing.

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02 / TOPIC · 3 ARTICLES

XBRL

How filing facts acquire their financial meaning.